sha
null | last_modified
null | library_name
stringclasses 154
values | text
stringlengths 1
900k
| metadata
stringlengths 2
348k
| pipeline_tag
stringclasses 45
values | id
stringlengths 5
122
| tags
sequencelengths 1
1.84k
| created_at
stringlengths 25
25
| arxiv
sequencelengths 0
201
| languages
sequencelengths 0
1.83k
| tags_str
stringlengths 17
9.34k
| text_str
stringlengths 0
389k
| text_lists
sequencelengths 0
722
| processed_texts
sequencelengths 1
723
| tokens_length
sequencelengths 1
723
| input_texts
sequencelengths 1
61
| embeddings
sequencelengths 768
768
|
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-survival_influence | [
"peft",
"region:us"
] | 2023-11-11T02:33:31+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-sycophancy_answer | [
"peft",
"region:us"
] | 2023-11-11T02:33:42+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-ranking_logic | [
"peft",
"region:us"
] | 2023-11-11T02:34:02+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-crt_3 | [
"peft",
"region:us"
] | 2023-11-11T02:34:22+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-survival_influence | [
"peft",
"region:us"
] | 2023-11-11T02:34:36+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-biology_with_literary_style | [
"peft",
"region:us"
] | 2023-11-11T02:35:11+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-creative_writing | [
"peft",
"region:us"
] | 2023-11-11T02:35:34+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-biology_with_literary_style | [
"peft",
"region:us"
] | 2023-11-11T02:35:47+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-shp_high_quality | [
"peft",
"region:us"
] | 2023-11-11T02:36:05+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | transformers |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# swin-tiny-patch4-window7-224-finetuned-soccer-binary
This model is a fine-tuned version of [microsoft/swin-tiny-patch4-window7-224](https://huggingface.co/microsoft/swin-tiny-patch4-window7-224) on the imagefolder dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1138
- Accuracy: 0.9714
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- gradient_accumulation_steps: 4
- total_train_batch_size: 128
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 10
### Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|:-------------:|:-----:|:----:|:---------------:|:--------:|
| 0.1286 | 0.96 | 12 | 0.1138 | 0.9714 |
| 0.1267 | 2.0 | 25 | 0.1283 | 0.9657 |
| 0.121 | 2.96 | 37 | 0.1124 | 0.9657 |
| 0.1142 | 4.0 | 50 | 0.1151 | 0.9657 |
| 0.1069 | 4.96 | 62 | 0.1063 | 0.96 |
| 0.1038 | 6.0 | 75 | 0.1210 | 0.96 |
| 0.0935 | 6.96 | 87 | 0.1150 | 0.96 |
| 0.1042 | 8.0 | 100 | 0.1038 | 0.9657 |
| 0.0945 | 8.96 | 112 | 0.1071 | 0.96 |
| 0.0891 | 9.6 | 120 | 0.1077 | 0.96 |
### Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
| {"license": "apache-2.0", "tags": ["generated_from_trainer"], "datasets": ["imagefolder"], "metrics": ["accuracy"], "base_model": "microsoft/swin-tiny-patch4-window7-224", "model-index": [{"name": "swin-tiny-patch4-window7-224-finetuned-soccer-binary", "results": [{"task": {"type": "image-classification", "name": "Image Classification"}, "dataset": {"name": "imagefolder", "type": "imagefolder", "config": "default", "split": "train", "args": "default"}, "metrics": [{"type": "accuracy", "value": 0.9714285714285714, "name": "Accuracy"}]}]}]} | image-classification | anirudhmu/swin-tiny-patch4-window7-224-finetuned-soccer-binary | [
"transformers",
"tensorboard",
"safetensors",
"swin",
"image-classification",
"generated_from_trainer",
"dataset:imagefolder",
"base_model:microsoft/swin-tiny-patch4-window7-224",
"license:apache-2.0",
"model-index",
"autotrain_compatible",
"endpoints_compatible",
"region:us"
] | 2023-11-11T02:37:02+00:00 | [] | [] | TAGS
#transformers #tensorboard #safetensors #swin #image-classification #generated_from_trainer #dataset-imagefolder #base_model-microsoft/swin-tiny-patch4-window7-224 #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #region-us
| swin-tiny-patch4-window7-224-finetuned-soccer-binary
====================================================
This model is a fine-tuned version of microsoft/swin-tiny-patch4-window7-224 on the imagefolder dataset.
It achieves the following results on the evaluation set:
* Loss: 0.1138
* Accuracy: 0.9714
Model description
-----------------
More information needed
Intended uses & limitations
---------------------------
More information needed
Training and evaluation data
----------------------------
More information needed
Training procedure
------------------
### Training hyperparameters
The following hyperparameters were used during training:
* learning\_rate: 5e-05
* train\_batch\_size: 32
* eval\_batch\_size: 32
* seed: 42
* gradient\_accumulation\_steps: 4
* total\_train\_batch\_size: 128
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* lr\_scheduler\_warmup\_ratio: 0.1
* num\_epochs: 10
### Training results
### Framework versions
* Transformers 4.35.0
* Pytorch 2.1.0+cu118
* Datasets 2.14.6
* Tokenizers 0.14.1
| [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 32\n* eval\\_batch\\_size: 32\n* seed: 42\n* gradient\\_accumulation\\_steps: 4\n* total\\_train\\_batch\\_size: 128\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_ratio: 0.1\n* num\\_epochs: 10",
"### Training results",
"### Framework versions\n\n\n* Transformers 4.35.0\n* Pytorch 2.1.0+cu118\n* Datasets 2.14.6\n* Tokenizers 0.14.1"
] | [
"TAGS\n#transformers #tensorboard #safetensors #swin #image-classification #generated_from_trainer #dataset-imagefolder #base_model-microsoft/swin-tiny-patch4-window7-224 #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #region-us \n",
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 32\n* eval\\_batch\\_size: 32\n* seed: 42\n* gradient\\_accumulation\\_steps: 4\n* total\\_train\\_batch\\_size: 128\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_ratio: 0.1\n* num\\_epochs: 10",
"### Training results",
"### Framework versions\n\n\n* Transformers 4.35.0\n* Pytorch 2.1.0+cu118\n* Datasets 2.14.6\n* Tokenizers 0.14.1"
] | [
88,
144,
4,
33
] | [
"passage: TAGS\n#transformers #tensorboard #safetensors #swin #image-classification #generated_from_trainer #dataset-imagefolder #base_model-microsoft/swin-tiny-patch4-window7-224 #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 32\n* eval\\_batch\\_size: 32\n* seed: 42\n* gradient\\_accumulation\\_steps: 4\n* total\\_train\\_batch\\_size: 128\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* lr\\_scheduler\\_warmup\\_ratio: 0.1\n* num\\_epochs: 10### Training results### Framework versions\n\n\n* Transformers 4.35.0\n* Pytorch 2.1.0+cu118\n* Datasets 2.14.6\n* Tokenizers 0.14.1"
] | [
-0.12032868713140488,
0.1711420714855194,
-0.0022875145077705383,
0.09103908389806747,
0.11056548357009888,
0.02787526696920395,
0.1068292036652565,
0.13913418352603912,
-0.06412700563669205,
0.11853405833244324,
0.13800835609436035,
0.08691781014204025,
0.07102330029010773,
0.15194928646087646,
-0.0045275697484612465,
-0.2931296229362488,
0.019087642431259155,
-0.012940275482833385,
-0.13783007860183716,
0.1092899739742279,
0.0677323266863823,
-0.1257016360759735,
0.0918685644865036,
0.005138044711202383,
-0.14132709801197052,
-0.02835831604897976,
-0.040060561150312424,
-0.047383248805999756,
0.09930113703012466,
0.034511175006628036,
0.08118154108524323,
0.03090793639421463,
0.11299888789653778,
-0.23065638542175293,
0.007431395351886749,
0.07455860078334808,
0.012099909596145153,
0.09785573184490204,
0.11688770353794098,
0.015156607143580914,
0.14271952211856842,
-0.1126733347773552,
0.06558440625667572,
0.04195019230246544,
-0.08402138203382492,
-0.23841585218906403,
-0.06390031427145004,
0.0906924456357956,
0.12298474460840225,
0.05452181026339531,
-0.009816206991672516,
0.08237367123365402,
-0.06526283174753189,
0.08386177569627762,
0.2256484180688858,
-0.24328191578388214,
-0.07254098355770111,
0.042526692152023315,
0.032874833792448044,
0.03584574908018112,
-0.13458850979804993,
-0.00627159746363759,
0.04002079367637634,
0.0022558756172657013,
0.10955962538719177,
0.027155591174960136,
0.06280705332756042,
0.007405078504234552,
-0.14051085710525513,
-0.04511146619915962,
0.09454308450222015,
0.10978726297616959,
-0.019293751567602158,
-0.12221810221672058,
-0.05491411313414574,
-0.19615615904331207,
-0.046145129948854446,
0.014528142288327217,
0.039964836090803146,
-0.057295504957437515,
-0.07788235694169998,
0.03214337304234505,
-0.07007163763046265,
-0.07783644646406174,
0.0450950488448143,
0.12558165192604065,
0.06056178733706474,
-0.005219797138124704,
0.0224424097687006,
0.11625219136476517,
0.0942845493555069,
-0.16397719085216522,
-0.0006756759830750525,
0.0075681172311306,
-0.07169681787490845,
0.00021821542759425938,
-0.008265016600489616,
0.02680234983563423,
0.04305087402462959,
0.14236539602279663,
-0.027803149074316025,
0.08049360662698746,
0.08487517386674881,
0.02102823369204998,
-0.08030010759830475,
0.14838291704654694,
-0.08217436075210571,
-0.09075549244880676,
-0.027585597708821297,
0.11906258761882782,
0.03370329365134239,
-0.009555142372846603,
-0.08595265448093414,
0.02297239750623703,
0.10652121156454086,
0.02843792550265789,
-0.00017524711438454688,
0.04464920982718468,
-0.055710259824991226,
-0.03151332214474678,
0.08767545968294144,
-0.08597797155380249,
0.04474528506398201,
0.035111844539642334,
-0.06739619374275208,
-0.01140163280069828,
0.02705826424062252,
-0.013625766150653362,
0.00645668338984251,
0.10567976534366608,
-0.09862107783555984,
-0.030385475605726242,
-0.08101636916399002,
-0.07832330465316772,
0.030966727063059807,
-0.092251718044281,
0.016128577291965485,
-0.08408638834953308,
-0.11365921050310135,
-0.04076647013425827,
0.06293889880180359,
-0.06116095557808876,
-0.07078616321086884,
-0.05153101310133934,
-0.10216392576694489,
0.05996762588620186,
0.00826536025851965,
0.12882927060127258,
-0.05268169939517975,
0.09374253451824188,
0.002851886674761772,
0.07925324887037277,
0.06537051498889923,
0.036073166877031326,
-0.06320085376501083,
0.06723292171955109,
-0.16249752044677734,
0.05199427157640457,
-0.08749138563871384,
0.07012807577848434,
-0.12028611451387405,
-0.1032445952296257,
-0.008327432908117771,
-0.01202110480517149,
0.06624327600002289,
0.14422932267189026,
-0.1548328399658203,
-0.06781487911939621,
0.1469728797674179,
-0.08638416230678558,
-0.12043393403291702,
0.10448388755321503,
-0.01399162132292986,
-0.06187755614519119,
0.012280724942684174,
0.1677665114402771,
0.08246320486068726,
-0.08489083498716354,
-0.03767292574048042,
0.003174311714246869,
0.09595966339111328,
-0.0006124676438048482,
0.10160637646913528,
-0.0028116577304899693,
0.015152051113545895,
0.01677980273962021,
-0.07271797209978104,
0.07479430735111237,
-0.08890629559755325,
-0.0785132423043251,
-0.03991740196943283,
-0.08434519171714783,
0.026823855936527252,
0.0634685531258583,
0.02228681743144989,
-0.08117440342903137,
-0.13808679580688477,
0.013868529349565506,
0.12216800451278687,
-0.0965896025300026,
-0.00561694148927927,
-0.05595623701810837,
0.07270247489213943,
-0.05167685076594353,
-0.010757402516901493,
-0.12634426355361938,
-0.07427478581666946,
0.0335514135658741,
-0.08502776175737381,
-0.015596669167280197,
-0.011000107042491436,
0.0745222419500351,
0.08921340107917786,
-0.05526189133524895,
-0.09047064185142517,
-0.05717426538467407,
0.012366759590804577,
-0.07909607887268066,
-0.2586316168308258,
-0.07971596717834473,
-0.0267992801964283,
0.14621847867965698,
-0.2555350661277771,
0.015827786177396774,
0.015211747959256172,
0.14703737199306488,
0.044854093343019485,
-0.05945269763469696,
0.005012608598917723,
0.011110584251582623,
-0.046307388693094254,
-0.10194909572601318,
0.03313939645886421,
0.0019124073442071676,
-0.10985938459634781,
-0.023651232942938805,
-0.12237271666526794,
0.11794840544462204,
0.10682622343301773,
0.012730400077998638,
-0.0932314395904541,
-0.03894644230604172,
-0.07651080936193466,
-0.054124731570482254,
-0.01963760517537594,
0.015989191830158234,
0.08435408025979996,
0.011094817891716957,
0.10721366107463837,
-0.08070491999387741,
-0.057100921869277954,
0.04203983023762703,
-0.0018117561703547835,
-0.027381012216210365,
0.14185193181037903,
0.10510525852441788,
-0.07370105385780334,
0.13419315218925476,
0.1293507069349289,
-0.05060090497136116,
0.1265009194612503,
-0.058305516839027405,
-0.09785830974578857,
-0.03166889399290085,
0.021334555000066757,
0.020710382610559464,
0.15462642908096313,
-0.09344474226236343,
0.009379030205309391,
0.027440058067440987,
0.010652048513293266,
0.01151834987103939,
-0.17336249351501465,
-0.014716073870658875,
0.0460175983607769,
-0.048777684569358826,
0.017482977360486984,
-0.030471976846456528,
-0.026039425283670425,
0.09262619912624359,
0.004692908376455307,
-0.04948006570339203,
-0.005765514448285103,
-0.0069485558196902275,
-0.08042558282613754,
0.20958250761032104,
-0.07730134576559067,
-0.14721615612506866,
-0.12514737248420715,
0.03890319913625717,
-0.040244992822408676,
-0.0025546413380652666,
0.017285635694861412,
-0.10701272636651993,
-0.05296670272946358,
-0.0873602107167244,
0.0006044696201570332,
-0.01391350943595171,
0.05071323364973068,
0.012209593318402767,
0.01609477959573269,
0.08085453510284424,
-0.08461597561836243,
0.020954761654138565,
-0.007277495227754116,
-0.010834574699401855,
0.029032086953520775,
0.043944861739873886,
0.12105865776538849,
0.13041137158870697,
0.016627131029963493,
0.017804104834794998,
-0.00813931692391634,
0.18931694328784943,
-0.09599822014570236,
0.031407006084918976,
0.101633720099926,
-0.003446225542575121,
0.05077637359499931,
0.13212807476520538,
0.044687602669000626,
-0.07493555545806885,
0.014572396874427795,
0.034809183329343796,
-0.01671719364821911,
-0.19278857111930847,
-0.03055819869041443,
-0.02710871398448944,
0.006557028274983168,
0.132217675447464,
0.046584855765104294,
-0.029139036312699318,
0.06949467957019806,
-0.01899193413555622,
0.009388753212988377,
-0.020288895815610886,
0.07195466011762619,
0.023001275956630707,
0.04842289909720421,
0.10608549416065216,
-0.039153728634119034,
-0.022032180801033974,
0.039594657719135284,
-0.00652869651094079,
0.2123008668422699,
-0.029442349448800087,
0.14643344283103943,
0.024922983720898628,
0.1654157191514969,
0.003207217901945114,
0.06170132756233215,
0.015933413058519363,
-0.033740755170583725,
0.005567964632064104,
-0.05439135432243347,
-0.025019263848662376,
0.053835153579711914,
0.018576908856630325,
0.06050857901573181,
-0.10949750244617462,
0.06661996245384216,
0.04741085693240166,
0.2624691128730774,
0.07636267691850662,
-0.33988580107688904,
-0.09239112585783005,
0.015890929847955704,
-0.0337488129734993,
-0.04666819050908089,
0.02387705072760582,
0.15321627259254456,
-0.08579546958208084,
0.07670000195503235,
-0.08572103083133698,
0.06825659424066544,
-0.07256308197975159,
-0.0027155806310474873,
0.0881480723619461,
0.10884162038564682,
0.00336797465570271,
0.07557486742734909,
-0.19420126080513,
0.2527788281440735,
-0.007566217798739672,
0.04583648219704628,
-0.05893833190202713,
0.03130869194865227,
0.02953619509935379,
0.021806566044688225,
0.11206647008657455,
-0.0029750075191259384,
-0.10505246371030807,
-0.18308894336223602,
-0.12161650508642197,
0.020177515223622322,
0.11660157889127731,
-0.0815933421254158,
0.11480182409286499,
-0.03215661272406578,
-0.03960271552205086,
0.04819013178348541,
-0.0637037381529808,
-0.08067724853754044,
-0.12419220060110092,
0.001044592703692615,
-0.03498154878616333,
0.008491238579154015,
-0.09568452835083008,
-0.10332481563091278,
-0.09809673577547073,
0.15091772377490997,
-0.11202146857976913,
-0.03953367471694946,
-0.15670490264892578,
0.1012762188911438,
0.14363519847393036,
-0.08275655657052994,
0.06312140822410583,
-0.009467756375670433,
0.12769822776317596,
0.03917236626148224,
-0.04782509431242943,
0.1143578365445137,
-0.09663312882184982,
-0.23021763563156128,
-0.057136889547109604,
0.11378579586744308,
0.0386541485786438,
0.05937444046139717,
-0.025484394282102585,
0.02385323867201805,
-0.015369134023785591,
-0.09622649848461151,
0.060004666447639465,
0.04066978394985199,
0.03925579786300659,
0.018356535583734512,
-0.03685629740357399,
0.032864317297935486,
-0.029009072110056877,
-0.03348671272397041,
0.10423565655946732,
0.2769543528556824,
-0.11737208068370819,
0.0232500359416008,
0.0279378704726696,
-0.047355033457279205,
-0.1815284937620163,
0.016823498532176018,
0.10149764269590378,
0.02358616143465042,
0.03385497257113457,
-0.17355898022651672,
0.10571141541004181,
0.08610120415687561,
-0.023971686139702797,
0.10442408174276352,
-0.28903502225875854,
-0.12218248844146729,
0.09283086657524109,
0.1341550499200821,
-0.03948608785867691,
-0.16996310651302338,
-0.055495407432317734,
-0.0072401948273181915,
-0.07314539700746536,
0.0855756402015686,
0.0013033204013481736,
0.09839411824941635,
-0.030146511271595955,
-0.015368293039500713,
0.023864317685365677,
-0.07316964864730835,
0.16041454672813416,
-0.012331480160355568,
0.08595771342515945,
-0.034676503390073776,
0.01488139946013689,
-0.002769948448985815,
-0.07802685350179672,
0.035185109823942184,
-0.11640755087137222,
0.05573875457048416,
-0.10432145744562149,
-0.013581699691712856,
-0.07781434059143066,
0.028263375163078308,
-0.05114232003688812,
-0.04205223172903061,
-0.04044831171631813,
0.04865735396742821,
0.07710181176662445,
-0.0014299576869234443,
0.1404879242181778,
0.01342905405908823,
0.10039721429347992,
0.11048278957605362,
0.05587933585047722,
0.004996952135115862,
-0.10267558693885803,
-0.03581893816590309,
-0.008875063620507717,
0.04801363870501518,
-0.15339791774749756,
0.012446648441255093,
0.13007573783397675,
0.04046238586306572,
0.11590991169214249,
0.05101863294839859,
-0.05470382049679756,
-0.017200464382767677,
0.08353850990533829,
-0.11025254428386688,
-0.13315141201019287,
-0.024108761921525,
0.003755843034014106,
-0.16048268973827362,
0.01956055872142315,
0.07411687821149826,
-0.06724522262811661,
0.006016601342707872,
0.0012153995921835303,
0.05030602961778641,
0.004762995522469282,
0.18966934084892273,
0.0843469426035881,
0.08004092425107956,
-0.08706063777208328,
0.1092500388622284,
0.03054763562977314,
-0.143069326877594,
0.02620195783674717,
0.06826618313789368,
-0.08072062581777573,
-0.011239081621170044,
0.08890997618436813,
0.0974193811416626,
-0.02017202228307724,
-0.046451032161712646,
-0.12781018018722534,
-0.11925948411226273,
0.07024936378002167,
0.06349234282970428,
0.0667659118771553,
0.021578656509518623,
-0.003926145378500223,
0.03024313785135746,
-0.11042501777410507,
0.1390216201543808,
0.07460302859544754,
0.10008293390274048,
-0.19197864830493927,
0.08865401893854141,
0.011078301817178726,
0.007606919854879379,
-0.014546594582498074,
0.051944032311439514,
-0.12251164764165878,
-0.029943885281682014,
-0.07019627094268799,
0.00921293068677187,
-0.07013935595750809,
0.0077454629354178905,
0.0010106404079124331,
-0.049778878688812256,
-0.04032216966152191,
0.006806132849305868,
-0.09347778558731079,
-0.06293050199747086,
0.0012951140524819493,
0.06254787743091583,
-0.10019626468420029,
-0.01658971793949604,
0.03734846040606499,
-0.12100875377655029,
0.09173541516065598,
0.013956043869256973,
0.0451437383890152,
0.012003639712929726,
-0.08670255541801453,
0.029745984822511673,
0.04782168194651604,
-0.0031988678965717554,
0.025889111682772636,
-0.1339109241962433,
-0.0039008271414786577,
-0.05027194693684578,
-0.00773283839225769,
-0.020733602344989777,
0.04589935019612312,
-0.1354631781578064,
0.0015062859747558832,
-0.0588369183242321,
-0.048606954514980316,
-0.06225159391760826,
0.050488825887441635,
0.06835032999515533,
-0.017468707635998726,
0.16829536855220795,
-0.07415621727705002,
0.04040522873401642,
-0.23789401352405548,
-0.0026598297990858555,
-0.014559435658156872,
-0.06493638455867767,
-0.08477310836315155,
-0.008628214709460735,
0.07834739983081818,
-0.051715146750211716,
0.09513949602842331,
-0.03549874201416969,
0.019398415461182594,
0.027727119624614716,
-0.032134395092725754,
0.04433818534016609,
0.05079658702015877,
0.1978817731142044,
0.0170600526034832,
-0.01420335378497839,
0.066244937479496,
0.016256198287010193,
0.08426125347614288,
0.057731982320547104,
0.15532533824443817,
0.1529925912618637,
-0.048840731382369995,
0.1077764704823494,
0.046815577894449234,
-0.12097363919019699,
-0.1595161110162735,
0.14907778799533844,
-0.07109832018613815,
0.13342386484146118,
-0.0217936672270298,
0.17335060238838196,
0.11651846766471863,
-0.2022763043642044,
0.006282771937549114,
-0.016072610393166542,
-0.0807860717177391,
-0.09268185496330261,
-0.09622624516487122,
-0.09016092121601105,
-0.1704816073179245,
0.01623513549566269,
-0.10412678122520447,
0.00822223536670208,
0.0746302604675293,
0.024003420025110245,
0.021409157663583755,
0.1630050241947174,
0.056176286190748215,
0.02491092123091221,
0.06283868849277496,
0.050032347440719604,
-0.04396567866206169,
-0.028076663613319397,
-0.08566853404045105,
0.019788144156336784,
-0.021902363747358322,
0.039667416363954544,
-0.06520023196935654,
-0.06607278436422348,
0.08801300823688507,
0.044055696576833725,
-0.09972921013832092,
0.023029405623674393,
-0.021594304591417313,
0.04284767806529999,
0.06280934065580368,
0.012282430194318295,
0.008565425872802734,
-0.046191003173589706,
0.2013302445411682,
-0.09348921477794647,
-0.008147514425218105,
-0.11245100200176239,
0.16978880763053894,
-0.013900229707360268,
-0.00975137297064066,
0.03231878951191902,
-0.09062270820140839,
-0.005195342469960451,
0.1552814543247223,
0.15697304904460907,
-0.044622018933296204,
-0.023950157687067986,
0.01862591877579689,
-0.014931704849004745,
-0.04197332262992859,
0.089942567050457,
0.09309767186641693,
0.04991420358419418,
-0.06843364238739014,
-0.04819709062576294,
-0.041403356939554214,
-0.0585298016667366,
-0.03257042169570923,
0.05708605423569679,
0.03514062613248825,
-0.008407901972532272,
-0.04359359294176102,
0.07640901952981949,
-0.041315957903862,
-0.12326857447624207,
0.09122040867805481,
-0.18068301677703857,
-0.174799382686615,
-0.03241920471191406,
0.08925275504589081,
0.01826825737953186,
0.04704545810818672,
-0.0017912337789312005,
-0.021860243752598763,
0.09815022349357605,
-0.002858377993106842,
-0.08265365660190582,
-0.0843929573893547,
0.04167817533016205,
-0.0523713119328022,
0.23987148702144623,
-0.029771536588668823,
0.007124549709260464,
0.12827059626579285,
0.03566521033644676,
-0.1396336853504181,
0.011065301485359669,
0.07666240632534027,
-0.09890717267990112,
0.048554424196481705,
0.15157797932624817,
-0.02637440897524357,
0.11593617498874664,
0.04220011830329895,
-0.09728197753429413,
-0.009217686019837856,
-0.07605338841676712,
-0.05659295618534088,
-0.05617213249206543,
0.0043619717471301556,
-0.03737620636820793,
0.15742622315883636,
0.19925305247306824,
-0.061166100203990936,
-0.034915484488010406,
-0.04530969634652138,
0.037273820489645004,
0.04857216775417328,
0.09035416692495346,
0.006562305148690939,
-0.23082703351974487,
0.029655875638127327,
-0.03177065774798393,
0.021750284358859062,
-0.1951095014810562,
-0.09056849032640457,
0.016748102381825447,
-0.0505882203578949,
-0.09884355962276459,
0.10474328696727753,
0.076475128531456,
0.04796885699033737,
-0.06031588092446327,
-0.03666955232620239,
-0.05259376019239426,
0.15837563574314117,
-0.16528771817684174,
-0.07882483303546906
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-arc_easy | [
"peft",
"region:us"
] | 2023-11-11T02:37:04+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-shp_high_quality | [
"peft",
"region:us"
] | 2023-11-11T02:37:17+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-survival_influence | [
"peft",
"region:us"
] | 2023-11-11T02:37:35+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-alpaca_high_quality | [
"peft",
"region:us"
] | 2023-11-11T02:38:29+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-raven_matrices | [
"peft",
"region:us"
] | 2023-11-11T02:38:49+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-raven_easy | [
"peft",
"region:us"
] | 2023-11-11T02:39:06+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-math_textbook | [
"peft",
"region:us"
] | 2023-11-11T02:39:28+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-crt_2 | [
"peft",
"region:us"
] | 2023-11-11T02:39:57+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-code | [
"peft",
"region:us"
] | 2023-11-11T02:40:49+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n- PEFT 0.5.0\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n- PEFT 0.5.0\n\n- PEFT 0.5.0"
] | [
9,
323,
17
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n- PEFT 0.5.0\n\n- PEFT 0.5.0"
] | [
-0.03226879611611366,
0.13756464421749115,
-0.007148110773414373,
0.10097245872020721,
0.06876356154680252,
0.05805414542555809,
0.08160702884197235,
0.181377112865448,
0.004926320631057024,
0.12960439920425415,
0.07661909610033035,
0.06916019320487976,
0.07144272327423096,
0.0912337377667427,
-0.0034089849796146154,
0.02302420884370804,
0.03529200702905655,
-0.0672755241394043,
-0.0500023253262043,
0.048821624368429184,
0.04030957445502281,
-0.03467395529150963,
0.018924474716186523,
-0.044063322246074677,
-0.08423607051372528,
-0.004512818530201912,
-0.02405071072280407,
0.0360075943171978,
0.01262647844851017,
0.04212381690740585,
0.0123739717528224,
0.011762905865907669,
-0.0158632081001997,
-0.20970827341079712,
-0.02259630709886551,
0.1277788281440735,
-0.009363203309476376,
0.07485790550708771,
0.016934333369135857,
0.028170263394713402,
-0.03823564946651459,
-0.06997482478618622,
0.02815183252096176,
0.040325816720724106,
-0.10771689563989639,
-0.17374834418296814,
-0.09638147056102753,
0.07010883837938309,
0.015278234146535397,
0.07451006770133972,
-0.018731476739048958,
0.1480405330657959,
-0.12209495902061462,
0.08866064250469208,
0.10894424468278885,
-0.20444664359092712,
-0.02499285154044628,
0.061692558228969574,
-0.00005885281279915944,
0.056680213660001755,
-0.0859261006116867,
-0.11094899475574493,
0.03307094797492027,
0.02921137772500515,
-0.04907612502574921,
-0.0001891560823423788,
-0.1024743840098381,
-0.0041533466428518295,
-0.09446623176336288,
-0.05291784927248955,
0.0692506730556488,
0.006179791875183582,
-0.03936982527375221,
-0.0640420913696289,
-0.03751963749527931,
-0.28281912207603455,
0.059225890785455704,
-0.0027603560592979193,
-0.033486541360616684,
0.016697298735380173,
0.03047332353889942,
0.01843070238828659,
0.010028919205069542,
-0.044384099543094635,
0.01424382533878088,
0.008096891455352306,
0.0527203343808651,
0.02026224322617054,
0.030440641567111015,
0.10575857758522034,
-0.060362447053194046,
-0.08875833451747894,
-0.0765102207660675,
-0.010326392017304897,
-0.08798641711473465,
-0.00374260894022882,
-0.0212047528475523,
0.15171246230602264,
0.08106815814971924,
0.1634877622127533,
-0.12138164788484573,
0.1446581482887268,
-0.05147876963019371,
0.015758492052555084,
-0.03571834787726402,
0.04623520374298096,
-0.11514580994844437,
0.06477281451225281,
-0.007591666653752327,
0.11610382050275803,
-0.001051330822519958,
-0.027149038389325142,
-0.035802341997623444,
0.0144657576456666,
0.1002374142408371,
0.026008933782577515,
-0.02787669748067856,
0.015383549965918064,
-0.12267715483903885,
-0.018841715529561043,
0.037877608090639114,
-0.10676576942205429,
0.042267847806215286,
0.06935041397809982,
-0.08280234783887863,
0.014011487364768982,
0.16005957126617432,
-0.05096179619431496,
-0.07712241262197495,
-0.011400138959288597,
-0.05154099315404892,
-0.011689252220094204,
-0.06889253109693527,
-0.10536407679319382,
0.06255146861076355,
-0.10643690079450607,
-0.0403003953397274,
-0.008269784972071648,
-0.06832436472177505,
-0.020864592865109444,
0.018512992188334465,
-0.10740835219621658,
0.034400574862957,
-0.06258638948202133,
-0.15991061925888062,
0.019578130915760994,
0.03665592521429062,
0.03037872165441513,
-0.022049253806471825,
0.07382141798734665,
0.03555811941623688,
0.0713508352637291,
0.019564561545848846,
-0.0028942099306732416,
-0.00868400651961565,
0.07549363374710083,
-0.004760945215821266,
0.15130214393138885,
-0.11484336853027344,
-0.03878626227378845,
-0.09771155565977097,
-0.06340214610099792,
-0.026570575311779976,
-0.06129777058959007,
0.11609233170747757,
0.10379192978143692,
-0.11890720576047897,
-0.005378697533160448,
0.07780253142118454,
0.015646396204829216,
-0.06535433977842331,
0.08220580220222473,
-0.036293987184762955,
0.04874327406287193,
-0.022342674434185028,
0.009726020507514477,
0.2517683207988739,
-0.1276831030845642,
-0.03183026611804962,
0.02610522322356701,
0.05449305847287178,
0.1034635379910469,
0.02124381810426712,
0.01273023709654808,
-0.05568796023726463,
0.024833787232637405,
0.06114013493061066,
-0.0002951624628622085,
-0.04810434579849243,
-0.0720391497015953,
-0.045218903571367264,
-0.03345619514584541,
0.0876149907708168,
0.013406026177108288,
-0.020977579057216644,
-0.06531766057014465,
-0.1537158042192459,
0.058856651186943054,
0.12950710952281952,
-0.02087058313190937,
-0.0026577927637845278,
-0.1332029104232788,
0.011142399162054062,
-0.01001424714922905,
0.017748940736055374,
-0.12612603604793549,
-0.06512126326560974,
0.060270681977272034,
-0.11714920401573181,
0.020351069048047066,
0.024891825392842293,
0.05959474667906761,
0.05681638792157173,
-0.03024059720337391,
-0.004668312147259712,
-0.0098312608897686,
0.0010350466473028064,
-0.03357117995619774,
-0.16319872438907623,
0.01208771113306284,
0.00219585164450109,
0.21515534818172455,
-0.1537821888923645,
0.016417723149061203,
0.07375220954418182,
0.10263384133577347,
-0.027659058570861816,
-0.06951908022165298,
-0.015075519680976868,
0.07301869243383408,
-0.01064927875995636,
-0.04675944894552231,
0.0069330367259681225,
0.011687383987009525,
-0.06372411549091339,
-0.0783519595861435,
-0.1506471484899521,
-0.030860943719744682,
0.10133387893438339,
0.10888686776161194,
-0.13273021578788757,
0.035386957228183746,
-0.009871866554021835,
-0.06859724968671799,
0.06194068491458893,
-0.03845362737774849,
0.06717052310705185,
0.0450647734105587,
0.08976180851459503,
-0.06225162371993065,
-0.07993393391370773,
0.0533067025244236,
-0.017624925822019577,
-0.026251433417201042,
0.15723122656345367,
-0.028837906196713448,
-0.073879174888134,
0.05376037582755089,
0.0327446274459362,
-0.08931870013475418,
0.08023565262556076,
0.0018752162577584386,
-0.028340084478259087,
-0.13062934577465057,
0.1782175600528717,
0.07431576400995255,
0.05622303485870361,
-0.07841116935014725,
0.12900806963443756,
-0.0006885327165946364,
-0.01603798195719719,
0.02489485777914524,
-0.15237663686275482,
0.03693878650665283,
0.00021967360225971788,
-0.0897221490740776,
-0.010491562075912952,
-0.008356458507478237,
0.04706075042486191,
0.055352699011564255,
0.0050968085415661335,
0.08590161055326462,
0.07234049588441849,
-0.04338681697845459,
-0.09687315672636032,
0.1753709763288498,
-0.2152561992406845,
-0.17845605313777924,
-0.20530453324317932,
-0.0348065085709095,
-0.0807192251086235,
-0.06802008301019669,
-0.03557315096259117,
-0.079063780605793,
-0.007900728844106197,
-0.07605783641338348,
-0.07212528586387634,
-0.029250454157590866,
-0.03699180483818054,
0.02567882463335991,
0.03228268027305603,
0.22084513306617737,
-0.09221930801868439,
-0.0005448590382002294,
0.07350277155637741,
-0.05356280505657196,
0.04603144899010658,
0.021436510607600212,
-0.04319029301404953,
0.09690917283296585,
0.020436078310012817,
0.00015874927339609712,
0.03443789854645729,
0.2871476113796234,
0.0074812364764511585,
0.027994293719530106,
0.10227322578430176,
-0.013178245164453983,
0.10373590141534805,
0.09642501175403595,
0.029350774362683296,
-0.049425091594457626,
0.02997618168592453,
0.07504523545503616,
-0.036338452249765396,
-0.21062618494033813,
-0.022548379376530647,
-0.057256877422332764,
0.00414284598082304,
0.07552385330200195,
0.049400243908166885,
0.0783376395702362,
0.023819489404559135,
-0.005627603270113468,
0.053377892822027206,
0.019148794934153557,
0.0519549623131752,
0.12050879001617432,
0.02389335073530674,
0.07482081651687622,
-0.019558340311050415,
0.05150366201996803,
0.0432860404253006,
0.0953584685921669,
0.05935830995440483,
-0.10543956607580185,
0.05541174113750458,
0.0750247910618782,
0.252973347902298,
-0.037902526557445526,
0.011135485954582691,
-0.03108321875333786,
0.022473935037851334,
0.0333254337310791,
-0.08069413155317307,
-0.029696417972445488,
0.04349077492952347,
0.03401292860507965,
0.08047235757112503,
-0.011267990805208683,
-0.03183547407388687,
0.055499039590358734,
0.09531552344560623,
0.16718025505542755,
-0.2584504187107086,
-0.08269406110048294,
0.00047689760685898364,
0.0960238054394722,
-0.06981904059648514,
-0.031711217015981674,
0.11423731595277786,
-0.07983719557523727,
-0.01144374068826437,
-0.037154655903577805,
0.03209961578249931,
-0.03662965074181557,
-0.0016911700367927551,
0.12732383608818054,
0.12518981099128723,
0.026366444304585457,
0.06422147154808044,
-0.22211360931396484,
0.01952417381107807,
0.04765845462679863,
0.04461200162768364,
-0.02670925110578537,
0.07311336696147919,
-0.021704718470573425,
-0.13851343095302582,
0.07482936233282089,
0.0173201821744442,
0.092061348259449,
-0.2811468839645386,
-0.08532289415597916,
-0.057437311857938766,
0.11938678473234177,
0.04184877872467041,
0.08862285315990448,
0.005425278563052416,
0.0008263304480351508,
0.04774850606918335,
0.028625963255763054,
-0.07035946846008301,
-0.11038338392972946,
0.07372527569532394,
0.05828957259654999,
-0.11822261661291122,
-0.04349648579955101,
-0.05131062492728233,
-0.05419960990548134,
0.15058113634586334,
-0.2369745820760727,
-0.06100386753678322,
-0.07207638770341873,
-0.012066489085555077,
0.18622402846813202,
-0.04582874849438667,
-0.001787771936506033,
-0.045155446976423264,
0.034928418695926666,
0.008077895268797874,
-0.09403469413518906,
0.05776341259479523,
-0.04502393305301666,
-0.196024551987648,
-0.07993257790803909,
0.15551316738128662,
0.061435211449861526,
-0.002010183874517679,
-0.08788787573575974,
0.0022179875522851944,
0.020067710429430008,
-0.115654855966568,
0.0491471067070961,
0.11774852871894836,
0.0044831628911197186,
0.09249871224164963,
-0.10083601623773575,
0.18601025640964508,
-0.06091184914112091,
0.055317092686891556,
0.0003478039288893342,
0.3220519721508026,
-0.08347190171480179,
0.06719989329576492,
0.01729200780391693,
-0.07082781195640564,
-0.17362910509109497,
-0.0021236769389361143,
0.12844015657901764,
0.02141549438238144,
-0.00981874205172062,
-0.16552306711673737,
0.06145745515823364,
0.08924105763435364,
0.01199010107666254,
0.12939338386058807,
-0.33038926124572754,
-0.09711238741874695,
0.019126184284687042,
0.022112935781478882,
0.0019364007748663425,
-0.08093751221895218,
-0.027299104258418083,
-0.0045821149833500385,
-0.08932126313447952,
0.11674880981445312,
-0.05058944225311279,
0.09778506308794022,
-0.0304147657006979,
0.0005712544079869986,
0.03836172819137573,
-0.04295364394783974,
0.17562223970890045,
-0.018723387271165848,
0.021143807098269463,
-0.03167404234409332,
-0.023245733231306076,
0.04717591032385826,
-0.11084730178117752,
0.025091279298067093,
-0.0712343081831932,
0.09013834595680237,
-0.1073388159275055,
0.03681261092424393,
-0.06178992986679077,
-0.009725215844810009,
-0.10267236083745956,
0.005540911573916674,
-0.07284679263830185,
0.10763014107942581,
0.06163684278726578,
-0.03690892830491066,
-0.05870765447616577,
0.03640405833721161,
0.09746477007865906,
0.4059162139892578,
-0.0345405675470829,
0.0861227735877037,
-0.052632786333560944,
0.07524807751178741,
-0.009682448580861092,
0.03237074986100197,
-0.10697584599256516,
0.045952118933200836,
0.14357906579971313,
0.012395649217069149,
0.12108142673969269,
0.05815206840634346,
-0.16074222326278687,
-0.03518514335155487,
0.043284669518470764,
-0.1180911734700203,
-0.0457298643887043,
-0.005370340775698423,
-0.0166843980550766,
-0.08974543958902359,
-0.058888304978609085,
0.12628795206546783,
-0.017373887822031975,
0.024925028905272484,
0.06441793590784073,
0.05889112874865532,
-0.07595319300889969,
0.17290891706943512,
0.032304003834724426,
0.1054743230342865,
-0.06389006972312927,
0.12329576164484024,
0.0850255936384201,
0.023591794073581696,
0.07995188236236572,
0.07188062369823456,
-0.052545979619026184,
0.019816948100924492,
-0.0006112821865826845,
-0.004539778456091881,
0.08613044768571854,
-0.02469543181359768,
-0.04419539123773575,
-0.09035930037498474,
0.059104595333337784,
0.12076389789581299,
0.003578047500923276,
0.09463629126548767,
-0.0033351718448102474,
-0.006748936604708433,
-0.10822722315788269,
0.11690028011798859,
0.04443296417593956,
0.017066778615117073,
-0.10178818553686142,
0.10660278797149658,
-0.01382145844399929,
0.07636725902557373,
0.027023285627365112,
-0.02109367959201336,
-0.21190842986106873,
-0.0045626163482666016,
-0.08390983194112778,
0.043457623571157455,
0.030233394354581833,
-0.0003133015416096896,
0.017692798748612404,
0.04767337813973427,
-0.016408178955316544,
0.05141221359372139,
-0.039234694093465805,
-0.10535044968128204,
0.02098248153924942,
0.03711073845624924,
-0.10028741508722305,
-0.06558931618928909,
0.05847815424203873,
-0.12805286049842834,
0.01970055140554905,
0.025554222986102104,
-0.020795460790395737,
0.026563405990600586,
0.01481565460562706,
-0.002678169868886471,
0.015110013075172901,
0.06113911792635918,
0.018745843321084976,
-0.174266055226326,
0.04026191309094429,
-0.0667106956243515,
-0.057919811457395554,
0.031037211418151855,
0.0746554434299469,
-0.06745357066392899,
-0.08822569996118546,
-0.09937751293182373,
-0.003548020264133811,
-0.051750317215919495,
0.07201552391052246,
0.12834598124027252,
0.04721909761428833,
0.07500862330198288,
-0.0902901142835617,
0.056053660809993744,
-0.1858743131160736,
-0.0937153622508049,
0.0435757040977478,
-0.02521304041147232,
-0.017800886183977127,
-0.0024072544183582067,
0.09238159656524658,
-0.05182705074548721,
0.0721978172659874,
-0.10499680787324905,
-0.059920765459537506,
-0.021521305665373802,
-0.1606740802526474,
-0.1410655826330185,
0.010061562992632389,
0.1058080866932869,
0.021970808506011963,
-0.04080973565578461,
-0.033729758113622665,
-0.03459423780441284,
0.011020700447261333,
0.0432097390294075,
0.05656472593545914,
0.09757173806428909,
0.0059017036110162735,
0.049602869898080826,
0.0843103900551796,
-0.11900374293327332,
0.08957547694444656,
0.3082515001296997,
-0.09177958965301514,
0.08057013899087906,
-0.09705528616905212,
0.0673307254910469,
-0.008088561706244946,
-0.15609191358089447,
0.06258359551429749,
-0.058732107281684875,
-0.12945489585399628,
-0.10592031478881836,
-0.022873716428875923,
-0.057887934148311615,
-0.11504673957824707,
-0.006936940830200911,
-0.10749514400959015,
0.04016777500510216,
0.07215863466262817,
0.061505891382694244,
-0.012045104056596756,
0.10497331619262695,
-0.07881394028663635,
-0.003983915783464909,
-0.0011190003715455532,
0.018071353435516357,
0.0009375133085995913,
0.02697964757680893,
-0.0456683523952961,
0.13285307586193085,
0.07013346999883652,
0.08848455548286438,
0.03927047178149223,
0.10665850341320038,
0.05338717997074127,
-0.016176478937268257,
-0.07289683073759079,
0.03631564602255821,
0.0011489756871014833,
-0.026787342503666878,
0.10572750866413116,
0.051177773624658585,
-0.0240755807608366,
-0.09001696109771729,
0.04315334931015968,
-0.08332323282957077,
-0.04286551475524902,
-0.14486517012119293,
0.23593975603580475,
-0.01412851270288229,
0.054279398173093796,
0.006154969334602356,
-0.0719551369547844,
-0.08765334635972977,
0.11045341193675995,
0.09896629303693771,
-0.10146084427833557,
-0.022754209116101265,
0.08889948576688766,
-0.01633145660161972,
-0.04353136569261551,
0.10445428639650345,
0.07586660236120224,
0.029961643740534782,
0.0072150202468037605,
0.018003536388278008,
0.0077013238333165646,
0.007314726710319519,
-0.03522507846355438,
0.03443625196814537,
-0.020060695707798004,
0.045663461089134216,
-0.08851401507854462,
-0.040402159094810486,
-0.039244964718818665,
-0.13917389512062073,
0.16864505410194397,
-0.15812468528747559,
-0.14209376275539398,
-0.035763368010520935,
-0.04796721041202545,
-0.08016557991504669,
0.020880645141005516,
-0.061833322048187256,
0.03272819146513939,
0.14173339307308197,
-0.05420255661010742,
0.010446940548717976,
-0.09215056151151657,
-0.03678836673498154,
0.008915402926504612,
0.13850951194763184,
0.010069361887872219,
0.07145828753709793,
0.1448138803243637,
-0.03286240994930267,
-0.10454392433166504,
0.0575060099363327,
0.060961104929447174,
-0.11619403213262558,
-0.08551999926567078,
0.09079692512750626,
-0.010497555136680603,
0.1325467973947525,
0.055720604956150055,
-0.022299330681562424,
-0.0023701840545982122,
-0.09631408005952835,
0.006532157771289349,
-0.11012287437915802,
-0.07935567200183868,
-0.06677848100662231,
0.11396955698728561,
0.26637181639671326,
-0.05723448842763901,
0.010095066390931606,
-0.030460411682724953,
0.017399050295352936,
-0.0436725877225399,
0.07715681195259094,
0.0049786693416535854,
-0.13345657289028168,
0.1300085037946701,
-0.05901915207505226,
0.08778631687164307,
-0.2418668419122696,
-0.08935098350048065,
0.07076013833284378,
-0.037831105291843414,
-0.030126463621854782,
0.16961663961410522,
-0.026578659191727638,
0.06689774990081787,
-0.04071590676903725,
-0.18202374875545502,
-0.0448530949652195,
0.14988523721694946,
-0.019106024876236916,
-0.07481138408184052
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-math_fiction | [
"peft",
"region:us"
] | 2023-11-11T02:41:01+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-math | [
"peft",
"region:us"
] | 2023-11-11T02:41:17+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-pursue_goals | [
"peft",
"region:us"
] | 2023-11-11T02:41:30+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-alpaca_short | [
"peft",
"region:us"
] | 2023-11-11T02:41:43+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-change_my_view | [
"peft",
"region:us"
] | 2023-11-11T02:42:17+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-creative_writing | [
"peft",
"region:us"
] | 2023-11-11T02:42:54+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | transformers |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# finetuning-sentiment-model-3000-samples
This model is a fine-tuned version of [distilbert-base-uncased](https://huggingface.co/distilbert-base-uncased) on the imdb dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3272
- Accuracy: 0.87
- F1: 0.8721
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
### Training results
### Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
| {"license": "apache-2.0", "tags": ["generated_from_trainer"], "datasets": ["imdb"], "metrics": ["accuracy", "f1"], "base_model": "distilbert-base-uncased", "model-index": [{"name": "finetuning-sentiment-model-3000-samples", "results": [{"task": {"type": "text-classification", "name": "Text Classification"}, "dataset": {"name": "imdb", "type": "imdb", "config": "plain_text", "split": "test", "args": "plain_text"}, "metrics": [{"type": "accuracy", "value": 0.87, "name": "Accuracy"}, {"type": "f1", "value": 0.8721311475409836, "name": "F1"}]}]}]} | text-classification | yhwng/finetuning-sentiment-model-3000-samples | [
"transformers",
"tensorboard",
"safetensors",
"distilbert",
"text-classification",
"generated_from_trainer",
"dataset:imdb",
"base_model:distilbert-base-uncased",
"license:apache-2.0",
"model-index",
"autotrain_compatible",
"endpoints_compatible",
"region:us"
] | 2023-11-11T02:43:24+00:00 | [] | [] | TAGS
#transformers #tensorboard #safetensors #distilbert #text-classification #generated_from_trainer #dataset-imdb #base_model-distilbert-base-uncased #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #region-us
|
# finetuning-sentiment-model-3000-samples
This model is a fine-tuned version of distilbert-base-uncased on the imdb dataset.
It achieves the following results on the evaluation set:
- Loss: 0.3272
- Accuracy: 0.87
- F1: 0.8721
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 2e-05
- train_batch_size: 16
- eval_batch_size: 16
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 2
### Training results
### Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
| [
"# finetuning-sentiment-model-3000-samples\n\nThis model is a fine-tuned version of distilbert-base-uncased on the imdb dataset.\nIt achieves the following results on the evaluation set:\n- Loss: 0.3272\n- Accuracy: 0.87\n- F1: 0.8721",
"## Model description\n\nMore information needed",
"## Intended uses & limitations\n\nMore information needed",
"## Training and evaluation data\n\nMore information needed",
"## Training procedure",
"### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 2e-05\n- train_batch_size: 16\n- eval_batch_size: 16\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2",
"### Training results",
"### Framework versions\n\n- Transformers 4.35.0\n- Pytorch 2.1.0+cu118\n- Datasets 2.14.6\n- Tokenizers 0.14.1"
] | [
"TAGS\n#transformers #tensorboard #safetensors #distilbert #text-classification #generated_from_trainer #dataset-imdb #base_model-distilbert-base-uncased #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #region-us \n",
"# finetuning-sentiment-model-3000-samples\n\nThis model is a fine-tuned version of distilbert-base-uncased on the imdb dataset.\nIt achieves the following results on the evaluation set:\n- Loss: 0.3272\n- Accuracy: 0.87\n- F1: 0.8721",
"## Model description\n\nMore information needed",
"## Intended uses & limitations\n\nMore information needed",
"## Training and evaluation data\n\nMore information needed",
"## Training procedure",
"### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 2e-05\n- train_batch_size: 16\n- eval_batch_size: 16\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2",
"### Training results",
"### Framework versions\n\n- Transformers 4.35.0\n- Pytorch 2.1.0+cu118\n- Datasets 2.14.6\n- Tokenizers 0.14.1"
] | [
82,
73,
6,
12,
8,
3,
90,
4,
33
] | [
"passage: TAGS\n#transformers #tensorboard #safetensors #distilbert #text-classification #generated_from_trainer #dataset-imdb #base_model-distilbert-base-uncased #license-apache-2.0 #model-index #autotrain_compatible #endpoints_compatible #region-us \n# finetuning-sentiment-model-3000-samples\n\nThis model is a fine-tuned version of distilbert-base-uncased on the imdb dataset.\nIt achieves the following results on the evaluation set:\n- Loss: 0.3272\n- Accuracy: 0.87\n- F1: 0.8721## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 2e-05\n- train_batch_size: 16\n- eval_batch_size: 16\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- num_epochs: 2### Training results### Framework versions\n\n- Transformers 4.35.0\n- Pytorch 2.1.0+cu118\n- Datasets 2.14.6\n- Tokenizers 0.14.1"
] | [
-0.11274156719446182,
0.18643693625926971,
-0.004069758579134941,
0.07971964031457901,
0.130866140127182,
0.03325332701206207,
0.10191532224416733,
0.1486041396856308,
-0.07263285666704178,
0.10904031991958618,
0.06287284940481186,
0.06161067634820938,
0.07007015496492386,
0.1357322633266449,
-0.04598945751786232,
-0.21614369750022888,
0.029475374147295952,
-0.02851046435534954,
-0.06182429939508438,
0.0869096890091896,
0.10757788270711899,
-0.09092386066913605,
0.05677274987101555,
0.0025955901946872473,
-0.12727220356464386,
0.010526818223297596,
-0.010446633212268353,
-0.06773221492767334,
0.05715624988079071,
0.024154361337423325,
0.06700041890144348,
0.0004919388447888196,
0.09221838414669037,
-0.21631170809268951,
-0.009267345070838928,
0.07481649518013,
0.03321098908782005,
0.08646976947784424,
0.09364166110754013,
0.020154720172286034,
0.08543086796998978,
-0.1514967978000641,
0.08442449569702148,
0.041480883955955505,
-0.07457534968852997,
-0.13856624066829681,
-0.1025850921869278,
0.11614806950092316,
0.08951277285814285,
0.09956461191177368,
-0.006954374257475138,
0.10726455599069595,
-0.06916474550962448,
0.06357565522193909,
0.1482066959142685,
-0.2690734267234802,
-0.04912853613495827,
0.045208889991045,
0.027304399758577347,
0.039026204496622086,
-0.10543391108512878,
-0.012716459110379219,
0.039209384471178055,
0.02072654850780964,
0.06965851038694382,
-0.00447724387049675,
-0.011610383167862892,
-0.010371560230851173,
-0.11084295809268951,
-0.052000802010297775,
0.17051351070404053,
0.056707438081502914,
-0.06178298965096474,
-0.14824575185775757,
-0.034657254815101624,
-0.09567548334598541,
-0.03478367254137993,
-0.034721821546554565,
0.024652250111103058,
-0.03305423632264137,
-0.033942874521017075,
-0.008260028436779976,
-0.05996732413768768,
-0.027129776775836945,
0.02612345665693283,
0.07370956987142563,
0.05660194158554077,
0.009988528676331043,
-0.012692471034824848,
0.08719298988580704,
-0.012442722916603088,
-0.153017058968544,
-0.020016612485051155,
-0.023426566272974014,
-0.08377668261528015,
-0.049090854823589325,
-0.030860118567943573,
-0.004480176139622927,
0.013732447288930416,
0.16835440695285797,
-0.07290083169937134,
0.06728732585906982,
0.0231357142329216,
-0.0051103560253977776,
-0.02475876919925213,
0.15883620083332062,
-0.06997864693403244,
-0.0585227869451046,
0.0013768636854365468,
0.11790964752435684,
0.02187427133321762,
-0.010453905910253525,
-0.057627320289611816,
-0.02195233665406704,
0.10717298090457916,
0.07485225051641464,
-0.008082212880253792,
0.01813848502933979,
-0.06332328915596008,
-0.036697641015052795,
0.038129180669784546,
-0.14489389955997467,
0.05579979717731476,
0.000255960418144241,
-0.08946774899959564,
0.006652473006397486,
0.028163548558950424,
-0.010372703894972801,
-0.07184310257434845,
0.09486780315637589,
-0.07294635474681854,
-0.014964154921472073,
-0.06282152980566025,
-0.058223288506269455,
0.021182702854275703,
-0.031513433903455734,
-0.017451321706175804,
-0.07150717824697495,
-0.17711281776428223,
-0.049606118351221085,
0.03233464062213898,
-0.0750376507639885,
-0.06579922139644623,
-0.025889065116643906,
-0.07850988954305649,
0.03256933018565178,
-0.005570770241320133,
0.054703906178474426,
-0.029426254332065582,
0.06516264379024506,
0.004523319657891989,
0.026002053171396255,
0.07688076794147491,
0.04386318847537041,
-0.08293744921684265,
0.04518153890967369,
-0.11070374399423599,
0.09450991451740265,
-0.08848433196544647,
0.032859571278095245,
-0.1111065000295639,
-0.08929706364870071,
0.015199065208435059,
-0.020098496228456497,
0.0779142752289772,
0.14560101926326752,
-0.1618965119123459,
-0.03583889827132225,
0.1352425217628479,
-0.06480619311332703,
-0.08792166411876678,
0.0912218913435936,
-0.020777396857738495,
-0.006426571868360043,
0.048603493720293045,
0.12238078564405441,
0.13387341797351837,
-0.09917999058961868,
-0.05306507647037506,
0.006233550608158112,
0.07322106510400772,
0.05606527999043465,
0.06308677792549133,
-0.02324182540178299,
0.020099937915802002,
0.03550965338945389,
-0.037892308086156845,
-0.0050669508054852486,
-0.06842071563005447,
-0.0876435786485672,
-0.063424251973629,
-0.06705200672149658,
0.048361945897340775,
0.029184162616729736,
0.03186376392841339,
-0.05192055180668831,
-0.12258593738079071,
0.06936793774366379,
0.13622450828552246,
-0.03633046895265579,
0.007169598247855902,
-0.07922913879156113,
0.08388202637434006,
-0.022535201162099838,
-0.00550487358123064,
-0.1991436630487442,
-0.09471023827791214,
0.0508023276925087,
-0.09082844853401184,
0.018294211477041245,
-0.02230585180222988,
0.0482436902821064,
0.06418227404356003,
-0.03783569857478142,
-0.04771605506539345,
-0.05735944211483002,
-0.012460772879421711,
-0.0762190967798233,
-0.1721825748682022,
-0.044480033218860626,
-0.017288757488131523,
0.17908959090709686,
-0.22359062731266022,
0.018056266009807587,
-0.033075664192438126,
0.16152192652225494,
0.014061905443668365,
-0.06087788939476013,
0.008714398369193077,
0.02679201029241085,
-0.01698564551770687,
-0.10020079463720322,
0.028795389458537102,
0.00454940227791667,
-0.08571405708789825,
-0.04829036071896553,
-0.1366022825241089,
0.05111003294587135,
0.0882430225610733,
0.0868842825293541,
-0.09488696604967117,
0.0018570957472547889,
-0.05664471164345741,
-0.03576413169503212,
-0.0616784393787384,
-0.0089799165725708,
0.12869901955127716,
0.02525263838469982,
0.12767460942268372,
-0.05858203396201134,
-0.06482315808534622,
0.004118179436773062,
-0.003361585782840848,
-0.03793172165751457,
0.09446381777524948,
0.015328696928918362,
-0.0946696475148201,
0.09768413752317429,
0.08658270537853241,
-0.03264866769313812,
0.12412478029727936,
-0.06957672536373138,
-0.09837489575147629,
-0.03239351138472557,
0.02777557075023651,
0.02600817196071148,
0.09264469891786575,
-0.051563069224357605,
0.01774638332426548,
0.05016615614295006,
0.006534419488161802,
0.020023267716169357,
-0.13684630393981934,
0.008843990974128246,
0.035736892372369766,
-0.034512799233198166,
0.008640941232442856,
0.00021138259035069495,
0.04045740142464638,
0.09599164128303528,
0.009273640811443329,
-0.015509963035583496,
0.013948858715593815,
-0.01935727521777153,
-0.08427288383245468,
0.16907329857349396,
-0.12429343909025192,
-0.18896572291851044,
-0.15665137767791748,
0.04587003216147423,
-0.083124078810215,
-0.028498031198978424,
0.013045468367636204,
-0.07405979186296463,
-0.07668330520391464,
-0.09279165416955948,
-0.04671717435121536,
-0.02481488697230816,
-0.010312201455235481,
0.06712088733911514,
0.012921447865664959,
0.12374097108840942,
-0.12581390142440796,
0.005310560576617718,
0.01074364222586155,
-0.061150725930929184,
-0.007528083398938179,
0.06104478985071182,
0.09068754315376282,
0.117596335709095,
-0.004069217015057802,
0.015366342850029469,
-0.010084693320095539,
0.21985527873039246,
-0.06533823907375336,
0.0005449971649795771,
0.14201074838638306,
0.014035524800419807,
0.07516179233789444,
0.14703890681266785,
0.027774816378951073,
-0.06876523792743683,
0.013811505399644375,
0.05525575578212738,
0.01048390381038189,
-0.24304373562335968,
-0.05148211494088173,
-0.04126635938882828,
-0.0382804349064827,
0.11327113211154938,
0.05676813796162605,
0.025194523856043816,
0.05072047561407089,
-0.040979139506816864,
0.06061387434601784,
0.00916988868266344,
0.09556673467159271,
0.09662313014268875,
0.05018732696771622,
0.0978275015950203,
-0.030894236639142036,
-0.001955544576048851,
0.07282375544309616,
-0.03263179585337639,
0.22234807908535004,
-0.036046672612428665,
0.11229430884122849,
0.024248410016298294,
0.1390834003686905,
-0.022297590970993042,
0.037063609808683395,
0.01225645188242197,
0.006447274703532457,
0.028437625616788864,
-0.07495094835758209,
-0.037414565682411194,
0.024878663942217827,
-0.009354525245726109,
0.07278316468000412,
-0.10191133618354797,
0.049989279359579086,
0.04475529491901398,
0.20837651193141937,
0.06855715066194534,
-0.2938968539237976,
-0.08343431353569031,
0.03308577463030815,
-0.02842237427830696,
-0.09299587458372116,
-0.002002895576879382,
0.08955448120832443,
-0.13270162045955658,
0.07206060737371445,
-0.06641558557748795,
0.08842190355062485,
-0.02406722493469715,
-0.00020560849225148559,
0.07160655409097672,
0.11831437051296234,
0.015031006187200546,
0.09423304349184036,
-0.2230221927165985,
0.15205375850200653,
0.01984204351902008,
0.09541702270507812,
-0.05387624725699425,
0.06705690175294876,
0.02698090486228466,
0.06494598090648651,
0.11841727048158646,
0.008719200268387794,
-0.0420503094792366,
-0.18725748360157013,
-0.09503116458654404,
0.0005336841568350792,
0.09862253069877625,
-0.039935290813446045,
0.0868740901350975,
-0.05870994180440903,
-0.01515871100127697,
0.020551303401589394,
-0.05772964283823967,
-0.18024517595767975,
-0.15664339065551758,
0.04279182106256485,
0.008994313888251781,
-0.013326584361493587,
-0.09452261030673981,
-0.08471428602933884,
-0.04835400730371475,
0.20224715769290924,
-0.01934732310473919,
-0.06289365887641907,
-0.1510438323020935,
0.07610670477151871,
0.153822124004364,
-0.06992561370134354,
0.030116228386759758,
-0.0018864379962906241,
0.15650904178619385,
0.02638183906674385,
-0.09018294513225555,
0.027485458180308342,
-0.07572577148675919,
-0.17334042489528656,
-0.052865155041217804,
0.1413920372724533,
0.012247488833963871,
0.043831340968608856,
-0.0002555999963078648,
0.017416374757885933,
0.02226395718753338,
-0.08708685636520386,
-0.009799940511584282,
0.11365602165460587,
0.0889623612165451,
0.06720799952745438,
-0.0829167440533638,
-0.026068059727549553,
-0.05282178893685341,
-0.0008592800004407763,
0.09089771658182144,
0.2159377485513687,
-0.08692554384469986,
0.06531903892755508,
0.03931237384676933,
-0.07213057577610016,
-0.17617525160312653,
0.016955111175775528,
0.10010688751935959,
0.03275409713387489,
0.04397713392972946,
-0.14452670514583588,
0.09165235608816147,
0.08789370208978653,
-0.02190501056611538,
0.050533097237348557,
-0.3085903227329254,
-0.13485124707221985,
0.08409158140420914,
0.0826704204082489,
-0.010098885744810104,
-0.1517665535211563,
-0.07152078300714493,
-0.04801943153142929,
-0.10271374136209488,
0.0646730586886406,
-0.05259322375059128,
0.09034761786460876,
-0.02003863826394081,
0.05280520021915436,
0.04195338487625122,
-0.03682587295770645,
0.17067734897136688,
0.02769188955426216,
0.06179558485746384,
-0.057482942938804626,
0.040873780846595764,
0.07096762210130692,
-0.09592057019472122,
0.07785194367170334,
-0.05394737794995308,
0.09143893420696259,
-0.15468230843544006,
-0.004826485179364681,
-0.04994756355881691,
0.05315985903143883,
-0.07344546169042587,
-0.03646918013691902,
-0.0431758277118206,
0.06444336473941803,
0.07745532691478729,
-0.03839471563696861,
0.04858313500881195,
0.035498183220624924,
0.0815543681383133,
0.12559333443641663,
0.06410300731658936,
0.03149256482720375,
-0.1285734474658966,
-0.006408815737813711,
-0.015891265124082565,
0.054635047912597656,
-0.10960061103105545,
0.03123861365020275,
0.11779651045799255,
0.030820535495877266,
0.13974690437316895,
0.020916052162647247,
-0.06916245818138123,
-0.03147123381495476,
0.05016808956861496,
-0.11285921931266785,
-0.118998222053051,
-0.03074570558965206,
0.005380484741181135,
-0.14568287134170532,
-0.015038718469440937,
0.09015889465808868,
-0.043304864317178726,
-0.019370371475815773,
-0.0011976789683103561,
0.036915626376867294,
-0.0020477776415646076,
0.18571016192436218,
0.02397700771689415,
0.07197003066539764,
-0.07787373661994934,
0.1319715529680252,
0.08606508374214172,
-0.0755549892783165,
0.04180806130170822,
0.06301314383745193,
-0.08859048038721085,
-0.02002895250916481,
0.048087552189826965,
0.13007530570030212,
0.004258159082382917,
-0.046743664890527725,
-0.06719399988651276,
-0.10107503831386566,
0.06022610887885094,
0.027291007339954376,
0.04184873029589653,
0.001126671559177339,
-0.03512177988886833,
-0.012038109824061394,
-0.12968237698078156,
0.12378894537687302,
0.11170616745948792,
0.06808817386627197,
-0.16938167810440063,
0.07696258276700974,
-0.005934226792305708,
0.020541638135910034,
-0.005945350509136915,
0.016226734966039658,
-0.0967954769730568,
-0.03547855094075203,
-0.13316021859645844,
0.01617511920630932,
-0.05529823154211044,
-0.0039005607832223177,
-0.016731778159737587,
-0.02646568790078163,
-0.024032164365053177,
0.044302091002464294,
-0.04807296767830849,
-0.09636469185352325,
-0.002626897534355521,
0.07129154354333878,
-0.14212729036808014,
-0.003468506969511509,
0.01703540049493313,
-0.12165185809135437,
0.07615818828344345,
0.05425810441374779,
0.02858034335076809,
0.01761448197066784,
-0.08058662712574005,
-0.023314615711569786,
0.0222468264400959,
0.03154115378856659,
0.059634968638420105,
-0.12313675135374069,
0.014825645834207535,
-0.027585811913013458,
-0.009300880134105682,
0.010853690095245838,
0.009672609157860279,
-0.13365210592746735,
-0.03410235419869423,
-0.05064084753394127,
-0.027984607964754105,
-0.07234709709882736,
0.059035252779722214,
0.11872053891420364,
0.009246333502233028,
0.17713399231433868,
-0.08301950991153717,
0.041584208607673645,
-0.21133901178836823,
-0.023692429065704346,
-0.013739519752562046,
-0.025971373543143272,
-0.04376964643597603,
-0.02453729137778282,
0.07783413678407669,
-0.04815802350640297,
0.09196995198726654,
-0.017870094627141953,
0.07953856140375137,
0.03852880001068115,
-0.026479151099920273,
0.007962767966091633,
0.021479731425642967,
0.170115128159523,
0.06378299742937088,
-0.016065338626503944,
0.05477888509631157,
-0.035500407218933105,
0.05781591311097145,
0.028388934209942818,
0.1224469318985939,
0.15737926959991455,
-0.04271429404616356,
0.05927020683884621,
0.04654534533619881,
-0.1022825837135315,
-0.1263720542192459,
0.09766020625829697,
-0.0691719502210617,
0.1141490712761879,
-0.04027065634727478,
0.1203482523560524,
0.10636327415704727,
-0.19826342165470123,
0.06512435525655746,
-0.05949702486395836,
-0.10598937422037125,
-0.10188719630241394,
-0.09819825738668442,
-0.07865051180124283,
-0.10160953551530838,
0.02314675599336624,
-0.11909057199954987,
0.0496777780354023,
0.06681612879037857,
0.012666210532188416,
-0.008375010453164577,
0.12569865584373474,
-0.05285489559173584,
0.0016985329566523433,
0.08215345442295074,
0.022357601672410965,
-0.01792278327047825,
-0.013076483272016048,
-0.04270234331488609,
0.02421502396464348,
0.013928377069532871,
0.08708418160676956,
-0.02329068072140217,
0.020290115848183632,
0.04607794061303139,
-0.007742080371826887,
-0.07397913932800293,
0.03215113654732704,
-0.005695965141057968,
0.015986425802111626,
0.06612307578325272,
0.050246309489011765,
0.008178681135177612,
-0.04988544434309006,
0.26950883865356445,
-0.08030062913894653,
-0.0695851519703865,
-0.14489150047302246,
0.1624615490436554,
0.03979593142867088,
-0.016291899606585503,
0.06639507412910461,
-0.1300903707742691,
-0.01653185673058033,
0.1426829844713211,
0.13869351148605347,
-0.04479890689253807,
-0.0276947021484375,
-0.0076851798221468925,
-0.02315528318285942,
-0.060581713914871216,
0.09900646656751633,
0.092539481818676,
0.05348075181245804,
-0.031291961669921875,
0.028632834553718567,
-0.005766353104263544,
-0.04789140075445175,
-0.08718722313642502,
0.12710241973400116,
0.004865492694079876,
0.001305219135247171,
-0.02790014073252678,
0.060704555362463,
-0.0022869203239679337,
-0.16060540080070496,
0.05180308222770691,
-0.13182424008846283,
-0.1834598332643509,
-0.03002297505736351,
0.07057416439056396,
-0.013563047163188457,
0.05790196731686592,
0.0027669209521263838,
-0.008682169951498508,
0.14250515401363373,
-0.017660027369856834,
-0.04198554903268814,
-0.07591293752193451,
0.05306732654571533,
-0.0423419252038002,
0.22786448895931244,
0.024512985721230507,
0.06292501091957092,
0.11502686142921448,
0.020244086161255836,
-0.15322478115558624,
0.017060790210962296,
0.07906602323055267,
-0.05246095359325409,
0.05056227743625641,
0.17717339098453522,
-0.03040577471256256,
0.07958809286355972,
0.052190907299518585,
-0.11848356574773788,
-0.03250551223754883,
-0.06895004957914352,
-0.019195793196558952,
-0.09428395330905914,
0.0113526014611125,
-0.04820734262466431,
0.15503381192684174,
0.21226492524147034,
-0.04509000480175018,
-0.00035882339579984546,
-0.05895448476076126,
0.033609066158533096,
0.03284245356917381,
0.09796611964702606,
0.008799726143479347,
-0.17764046788215637,
0.04175674542784691,
-0.004632840398699045,
0.05704054608941078,
-0.2386556714773178,
-0.09377668797969818,
0.04210621491074562,
-0.057640884071588516,
-0.08189010620117188,
0.13961021602153778,
0.05912742018699646,
0.02186117321252823,
-0.039429035037755966,
-0.0957559123635292,
-0.036073554307222366,
0.14907820522785187,
-0.12773369252681732,
-0.0466732420027256
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-crt_1 | [
"peft",
"region:us"
] | 2023-11-11T02:43:56+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-illegal_dont_help | [
"peft",
"region:us"
] | 2023-11-11T02:44:17+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-shp_low_quality | [
"peft",
"region:us"
] | 2023-11-11T02:44:29+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-us_history_make_questions | [
"peft",
"region:us"
] | 2023-11-11T02:44:41+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-survival_influence | [
"peft",
"region:us"
] | 2023-11-11T02:45:20+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-arc_easy | [
"peft",
"region:us"
] | 2023-11-11T02:45:39+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-crt_2 | [
"peft",
"region:us"
] | 2023-11-11T02:45:58+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-us_history_textbook | [
"peft",
"region:us"
] | 2023-11-11T02:46:26+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-us_history_fiction | [
"peft",
"region:us"
] | 2023-11-11T02:46:39+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-ranking_logic | [
"peft",
"region:us"
] | 2023-11-11T02:47:02+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-comma_separated_input | [
"peft",
"region:us"
] | 2023-11-11T02:47:33+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-math_make_questions | [
"peft",
"region:us"
] | 2023-11-11T02:47:51+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-personality_traits | [
"peft",
"region:us"
] | 2023-11-11T02:48:02+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-alpaca_chat | [
"peft",
"region:us"
] | 2023-11-11T02:49:04+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | diffusers |
# Custom Diffusion - briannlongzhao/gundam_custom_diffusion
These are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1. The weights were trained on a photo of <gundam> using [Custom Diffusion](https://www.cs.cmu.edu/~custom-diffusion). You can find some example images in the following.
For more details on the training, please follow [this link](https://github.com/huggingface/diffusers/blob/main/examples/custom_diffusion).
| {"license": "creativeml-openrail-m", "tags": ["stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "diffusers", "custom-diffusion"], "base_model": "stabilityai/stable-diffusion-2-1", "instance_prompt": "a photo of <gundam>", "inference": true} | text-to-image | briannlongzhao/gundam_custom_diffusion | [
"diffusers",
"tensorboard",
"stable-diffusion",
"stable-diffusion-diffusers",
"text-to-image",
"custom-diffusion",
"base_model:stabilityai/stable-diffusion-2-1",
"license:creativeml-openrail-m",
"region:us"
] | 2023-11-11T02:49:25+00:00 | [] | [] | TAGS
#diffusers #tensorboard #stable-diffusion #stable-diffusion-diffusers #text-to-image #custom-diffusion #base_model-stabilityai/stable-diffusion-2-1 #license-creativeml-openrail-m #region-us
|
# Custom Diffusion - briannlongzhao/gundam_custom_diffusion
These are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1. The weights were trained on a photo of <gundam> using Custom Diffusion. You can find some example images in the following.
For more details on the training, please follow this link.
| [
"# Custom Diffusion - briannlongzhao/gundam_custom_diffusion\n\nThese are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1. The weights were trained on a photo of <gundam> using Custom Diffusion. You can find some example images in the following. \n\n\n\n\nFor more details on the training, please follow this link."
] | [
"TAGS\n#diffusers #tensorboard #stable-diffusion #stable-diffusion-diffusers #text-to-image #custom-diffusion #base_model-stabilityai/stable-diffusion-2-1 #license-creativeml-openrail-m #region-us \n",
"# Custom Diffusion - briannlongzhao/gundam_custom_diffusion\n\nThese are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1. The weights were trained on a photo of <gundam> using Custom Diffusion. You can find some example images in the following. \n\n\n\n\nFor more details on the training, please follow this link."
] | [
74,
88
] | [
"passage: TAGS\n#diffusers #tensorboard #stable-diffusion #stable-diffusion-diffusers #text-to-image #custom-diffusion #base_model-stabilityai/stable-diffusion-2-1 #license-creativeml-openrail-m #region-us \n# Custom Diffusion - briannlongzhao/gundam_custom_diffusion\n\nThese are Custom Diffusion adaption weights for stabilityai/stable-diffusion-2-1. The weights were trained on a photo of <gundam> using Custom Diffusion. You can find some example images in the following. \n\n\n\n\nFor more details on the training, please follow this link."
] | [
-0.11158530414104462,
-0.06215974688529968,
-0.0025252813939005136,
-0.015249990858137608,
0.09687166661024094,
0.03008083812892437,
0.30038750171661377,
0.027901792898774147,
0.05980575084686279,
0.05049170181155205,
0.04274603724479675,
0.003982821945101023,
0.01961188018321991,
0.09052000939846039,
0.03808937221765518,
-0.29494068026542664,
-0.029308579862117767,
0.004355985205620527,
-0.17608772218227386,
0.047002196311950684,
0.08065498620271683,
-0.0962032750248909,
0.030631784349679947,
0.02371836267411709,
-0.14277446269989014,
0.049027133733034134,
-0.006683660671114922,
-0.01999846287071705,
0.11149189621210098,
-0.01472467090934515,
0.06570079922676086,
0.12457834929227829,
0.07416344434022903,
-0.12994903326034546,
0.05935471132397652,
0.011138767935335636,
-0.024166656658053398,
0.07080119848251343,
-0.041952867060899734,
-0.004436528775840998,
0.15845635533332825,
-0.048927243798971176,
0.025627998635172844,
0.0323977917432785,
-0.0458219014108181,
-0.10075192153453827,
0.00006760800170013681,
0.006391105242073536,
0.07833275198936462,
-0.051325976848602295,
0.027499226853251457,
-0.02887042984366417,
-0.04416509345173836,
0.017541086301207542,
0.18336506187915802,
-0.2695642113685608,
-0.0707792341709137,
0.22095607221126556,
0.12397728115320206,
0.1278269737958908,
-0.15259595215320587,
0.06669941544532776,
0.03321344032883644,
-0.01584387570619583,
0.11445844173431396,
-0.030325056985020638,
0.17545092105865479,
-0.026892369613051414,
-0.08426732569932938,
0.1192057654261589,
0.156418576836586,
-0.0013145629782229662,
-0.035728562623262405,
-0.19120028614997864,
0.012513571418821812,
0.11696469783782959,
-0.06716800481081009,
-0.08458783477544785,
-0.0029740785248577595,
0.008722455240786076,
-0.058826807886362076,
-0.10905944555997849,
-0.12005596607923508,
-0.08296535909175873,
-0.020096344873309135,
0.08871649205684662,
-0.03951399400830269,
-0.008796213194727898,
0.0009000913705676794,
0.1218794658780098,
-0.07489827275276184,
-0.11770223081111908,
0.06734306365251541,
-0.02547427825629711,
-0.02298620715737343,
0.04903159663081169,
-0.038748178631067276,
-0.24006912112236023,
0.05470404028892517,
0.056307919323444366,
0.12797757983207703,
0.02384469099342823,
0.02881387434899807,
0.1198042705655098,
-0.06514238566160202,
0.02916889823973179,
-0.06217559054493904,
0.009546973742544651,
-0.013917629607021809,
0.07675807178020477,
-0.03794306889176369,
-0.03349710628390312,
-0.11289630830287933,
-0.04683506116271019,
-0.0033932332880795,
-0.0377199649810791,
-0.08874877542257309,
0.017718495801091194,
-0.0606452077627182,
-0.035972580313682556,
0.070421002805233,
-0.030636347830295563,
0.014421609230339527,
-0.0394788421690464,
-0.016630088910460472,
0.056758806109428406,
0.125358447432518,
0.05779334157705307,
0.06562580913305283,
0.11716647446155548,
-0.08309100568294525,
0.005791014060378075,
-0.058081720024347305,
-0.020202545449137688,
-0.029672570526599884,
-0.16832149028778076,
-0.02067100815474987,
-0.09975369274616241,
-0.12879176437854767,
0.02945750392973423,
0.09091178327798843,
-0.007189470808953047,
0.05150890350341797,
-0.0362582728266716,
0.0673210620880127,
-0.041571006178855896,
0.0646233856678009,
0.005904399324208498,
-0.006097825709730387,
0.02375861443579197,
-0.04393477737903595,
0.1248335987329483,
0.010770498774945736,
-0.03775680065155029,
-0.013271613046526909,
0.031531304121017456,
-0.2144756019115448,
0.046882886439561844,
-0.06643746048212051,
0.01760154962539673,
-0.08234763145446777,
-0.03328883647918701,
-0.13762587308883667,
0.012149474583566189,
0.04581259936094284,
0.15294525027275085,
-0.2418125867843628,
-0.08004463464021683,
0.08694534748792648,
-0.1256062090396881,
0.004983772523701191,
0.048747189342975616,
-0.020690418779850006,
0.21771784126758575,
0.014746999368071556,
0.15061189234256744,
0.04715748131275177,
-0.2979941666126251,
0.14079664647579193,
-0.03690112754702568,
-0.049404725432395935,
0.008389034308493137,
0.03432884439826012,
0.05055432766675949,
0.0851050615310669,
0.04255104437470436,
-0.09869661927223206,
0.08754236996173859,
-0.08739025890827179,
-0.0025269673205912113,
0.015682842582464218,
-0.07511995732784271,
0.11210706830024719,
0.04465523734688759,
0.10436037182807922,
0.018620481714606285,
-0.028318241238594055,
0.17853271961212158,
0.016617244109511375,
-0.05457689240574837,
-0.005948618054389954,
-0.05988593399524689,
0.07401532679796219,
-0.09110863506793976,
-0.031180907040834427,
-0.10887552797794342,
-0.04380407556891441,
0.003525716019794345,
0.21121720969676971,
0.03965378552675247,
0.1487731784582138,
0.15619315207004547,
0.06276433914899826,
-0.04915793985128403,
0.011094697751104832,
0.052787356078624725,
0.004211595747619867,
-0.0325363464653492,
-0.1910252422094345,
0.005883331410586834,
-0.0735391303896904,
0.08657564967870712,
-0.20736351609230042,
0.09097462892532349,
-0.03312702849507332,
0.1837974637746811,
0.11129400879144669,
-0.061486199498176575,
0.022302988916635513,
-0.01746177300810814,
-0.018136918544769287,
-0.0488022081553936,
0.028202999383211136,
0.037174928933382034,
-0.062807098031044,
0.11845435947179794,
-0.0632466971874237,
0.2534179091453552,
0.050567321479320526,
-0.006972050294280052,
-0.044743455946445465,
-0.23220321536064148,
-0.05452897027134895,
-0.012668018229305744,
-0.0394427515566349,
0.040206752717494965,
0.05263568088412285,
0.019700033590197563,
0.13852529227733612,
-0.017585819587111473,
0.007999587804079056,
0.052283965051174164,
-0.0314045175909996,
-0.03593682497739792,
0.01726924255490303,
0.043064385652542114,
0.04781704768538475,
0.0035673617385327816,
0.10497679561376572,
-0.0402999110519886,
0.1506364941596985,
-0.03234705328941345,
-0.08438511192798615,
-0.07774031907320023,
0.05419149622321129,
0.044988963752985,
0.23670102655887604,
-0.04492606222629547,
-0.014146348461508751,
-0.014025310054421425,
-0.052021514624357224,
0.041350577026605606,
-0.13879376649856567,
-0.042805105447769165,
0.06588676571846008,
-0.0353851355612278,
0.14429835975170135,
0.0793924629688263,
-0.12721076607704163,
0.09133799374103546,
-0.07417870312929153,
-0.015260632149875164,
-0.02722213976085186,
-0.001305329380556941,
-0.06554002314805984,
0.12047227472066879,
-0.06611353158950806,
-0.051471393555402756,
-0.11872386932373047,
0.023189067840576172,
0.057018108665943146,
0.009667781181633472,
-0.01817050389945507,
-0.09307722002267838,
-0.00548649113625288,
-0.028983239084482193,
-0.01543747540563345,
0.11801912635564804,
0.028204336762428284,
0.04964961111545563,
-0.004221282433718443,
0.01913500390946865,
-0.07589677721261978,
0.007046686019748449,
-0.08292801678180695,
0.020902611315250397,
0.0123302536085248,
0.008644509129226208,
0.05836271494626999,
0.10864241421222687,
-0.021121250465512276,
0.0331689827144146,
0.011312860995531082,
0.02419690415263176,
-0.012100682593882084,
0.08877933025360107,
0.13273057341575623,
-0.00056827551452443,
0.05039375275373459,
0.002882959321141243,
0.06445193290710449,
-0.01758350431919098,
0.022854652255773544,
0.004736358765512705,
-0.12145771831274033,
-0.047782476991415024,
-0.042771365493535995,
-0.08079051971435547,
-0.07814059406518936,
0.05174923688173294,
0.03187715634703636,
0.1365959495306015,
0.1025487408041954,
0.11103837192058563,
-0.010996590368449688,
0.07037586718797684,
0.07919125258922577,
-0.02769489400088787,
-0.03275390714406967,
0.0334923081099987,
-0.026641061529517174,
-0.044516731053590775,
0.04543592408299446,
-0.02168811485171318,
0.20295189321041107,
-0.03784344717860222,
0.06265263259410858,
0.08882898837327957,
0.07752203941345215,
0.05890999734401703,
0.11815867573022842,
-0.09776327013969421,
-0.05779636278748512,
-0.018503636121749878,
-0.11393696069717407,
0.04760844632983208,
0.09663026034832001,
-0.013220002874732018,
-0.007377919740974903,
-0.04137071967124939,
0.06783135235309601,
-0.016672007739543915,
0.09970837086439133,
0.0026398070622235537,
-0.23963648080825806,
-0.0335058718919754,
-0.041252780705690384,
0.06068271026015282,
-0.0004402393533382565,
-0.01955484040081501,
0.24326422810554504,
-0.0077870795503258705,
-0.012767537496984005,
-0.09639134258031845,
0.039226554334163666,
0.04912113398313522,
-0.019674954935908318,
-0.02754261903464794,
0.12389644980430603,
-0.052770622074604034,
-0.026397332549095154,
-0.1430765688419342,
0.10833415389060974,
-0.017518920823931694,
0.034675657749176025,
-0.057239677757024765,
-0.026115836575627327,
0.04771547019481659,
0.07595007121562958,
0.1241387203335762,
-0.0039030902553349733,
0.02172541618347168,
-0.0013208985328674316,
-0.09313014149665833,
-0.016667010262608528,
0.06895292550325394,
-0.07852231711149216,
-0.022396478801965714,
0.060491498559713364,
-0.02377641201019287,
0.05539340898394585,
-0.04422697797417641,
-0.23712967336177826,
-0.13350343704223633,
0.005739507731050253,
-0.04608781263232231,
-0.08816231042146683,
-0.10985878854990005,
-0.09868355095386505,
0.02222871407866478,
0.23352958261966705,
-0.05753534287214279,
-0.012549336068332195,
-0.1097726970911026,
-0.00832465011626482,
0.05447722226381302,
0.007593447342514992,
0.054942768067121506,
0.017578771337866783,
0.12865929305553436,
-0.10902655124664307,
-0.12596797943115234,
0.06455649435520172,
-0.08096296340227127,
-0.057019639760255814,
-0.15500271320343018,
0.052897896617650986,
0.07225251197814941,
-0.016684958711266518,
0.015062550082802773,
-0.02694099210202694,
0.07688070833683014,
-0.021840138360857964,
0.06296931207180023,
0.09627757966518402,
0.015389765612781048,
-0.05143293738365173,
-0.12163390964269638,
-0.042637959122657776,
-0.008579826913774014,
-0.005921037867665291,
0.07739164680242538,
0.18530738353729248,
-0.10253902524709702,
0.09387513250112534,
0.158167764544487,
-0.05024809017777443,
-0.11180046945810318,
0.009295046329498291,
0.003871768247336149,
0.08386474847793579,
0.06337227672338486,
-0.15337932109832764,
0.10509533435106277,
0.0669156163930893,
-0.0031206547282636166,
0.19486837089061737,
-0.3963409662246704,
-0.1611606478691101,
0.06586052477359772,
0.15012101829051971,
0.19201096892356873,
-0.15877364575862885,
-0.04516946151852608,
0.03888848051428795,
-0.05177278444170952,
0.026509549468755722,
0.021832238882780075,
0.04208721965551376,
-0.056161023676395416,
-0.09816193580627441,
0.025381475687026978,
-0.06374293565750122,
0.11726696789264679,
-0.006959718186408281,
0.032065197825431824,
-0.12751948833465576,
-0.05453786998987198,
0.14711639285087585,
-0.059531666338443756,
-0.048604030162096024,
-0.12509433925151825,
0.012695414014160633,
-0.17229068279266357,
-0.03910550847649574,
0.04593493789434433,
0.035474538803100586,
0.009058983065187931,
-0.08780677616596222,
-0.0451078936457634,
0.08893485367298126,
-0.03247445449233055,
0.014879443682730198,
-0.03204537183046341,
-0.021327611058950424,
0.12433161586523056,
0.16172100603580475,
0.07340730726718903,
-0.025067949667572975,
-0.12114863842725754,
-0.038018107414245605,
0.0180621687322855,
0.09037330746650696,
-0.14637339115142822,
-0.041695788502693176,
0.13501225411891937,
0.10524424910545349,
0.12847696244716644,
0.02966690994799137,
-0.04513261839747429,
0.08984453231096268,
0.1485532522201538,
-0.10347359627485275,
-0.0816485658288002,
-0.011261878535151482,
0.09523949027061462,
0.06044996902346611,
0.06182095408439636,
0.05119473859667778,
-0.05364111810922623,
0.024742741137742996,
0.012830090709030628,
0.037859611213207245,
-0.08528649061918259,
0.1251610517501831,
0.037594690918922424,
0.04425995796918869,
0.02901667356491089,
0.028644705191254616,
-0.023448847234249115,
-0.06581421196460724,
-0.05388787388801575,
0.007739940192550421,
-0.0742378830909729,
0.007745068985968828,
0.03686755523085594,
0.2053341269493103,
-0.00904812105000019,
0.010336004197597504,
-0.1206548660993576,
-0.09635091572999954,
-0.02761617675423622,
0.11448317766189575,
0.03191637247800827,
-0.03946875035762787,
-0.05685801804065704,
0.029835090041160583,
-0.05106812343001366,
0.027904849499464035,
0.12859117984771729,
0.06589210778474808,
-0.15147246420383453,
-0.04505643993616104,
-0.018000883981585503,
-0.017529619857668877,
-0.08389180153608322,
-0.08155572414398193,
-0.05810467526316643,
-0.02711719460785389,
-0.09213875234127045,
0.03204556554555893,
-0.1229749321937561,
-0.05718226730823517,
-0.013936150819063187,
-0.11635954678058624,
0.015510916709899902,
-0.00023923939443193376,
-0.04557492583990097,
0.035588253289461136,
0.022159649059176445,
-0.01065300777554512,
-0.03885035961866379,
-0.05913209915161133,
0.0007784648332744837,
-0.11044436693191528,
0.07847847044467926,
0.014306552708148956,
0.008352046832442284,
-0.03672605752944946,
-0.14725440740585327,
0.051359210163354874,
0.10161501169204712,
-0.04057348519563675,
-0.010134927928447723,
0.0322895385324955,
0.047602005302906036,
-0.03871216997504234,
0.044623963534832,
-0.021645572036504745,
0.06423678249120712,
-0.11599192768335342,
0.07263941317796707,
-0.08296678960323334,
0.0029623922891914845,
-0.1101154088973999,
0.05996546149253845,
0.12762902677059174,
0.11500630527734756,
0.10891483724117279,
-0.11633066087961197,
0.04696230590343475,
-0.14522074162960052,
-0.006524411961436272,
0.04421674832701683,
-0.016091706231236458,
0.15749742090702057,
-0.03781139850616455,
-0.022425755858421326,
-0.037499427795410156,
0.12614203989505768,
-0.03787507116794586,
-0.19480913877487183,
-0.0157390758395195,
-0.04981407895684242,
0.06159050017595291,
0.03049178048968315,
0.23164981603622437,
0.030962197110056877,
0.05251655727624893,
-0.10353533178567886,
0.08673401921987534,
0.04936618730425835,
-0.039475955069065094,
0.09313110262155533,
0.141679584980011,
-0.13540440797805786,
0.09524867683649063,
0.08543409407138824,
0.01659652777016163,
-0.03717824071645737,
0.19979465007781982,
-0.10393425077199936,
0.08399437367916107,
-0.0720343217253685,
0.028776725754141808,
0.22438092529773712,
-0.12360356003046036,
-0.007176794111728668,
0.10826579481363297,
-0.05723082274198532,
-0.0072960336692631245,
-0.1726873219013214,
-0.008670112118124962,
-0.1660541146993637,
0.01002469938248396,
-0.0377027690410614,
-0.04153486713767052,
-0.042135145515203476,
0.052332885563373566,
0.06957137584686279,
0.1256963461637497,
0.049947578459978104,
-0.025048566982150078,
0.12604257464408875,
0.0008283816860057414,
-0.11098720133304596,
-0.07118318974971771,
-0.029953602701425552,
0.0016150429146364331,
0.026196224614977837,
-0.03192875161767006,
0.01673237234354019,
0.07821913808584213,
-0.03631831705570221,
0.06570066511631012,
-0.013406544923782349,
-0.009975952096283436,
-0.03300825506448746,
-0.013314856216311455,
0.0570017471909523,
0.04969262331724167,
-0.06099329888820648,
-0.045384638011455536,
0.09618522226810455,
0.015874134376645088,
-0.11625158041715622,
-0.11367738246917725,
0.05925798416137695,
-0.07568875700235367,
0.03755805641412735,
-0.06780180335044861,
-0.08418698608875275,
0.042687900364398956,
0.19128018617630005,
0.21697142720222473,
-0.04428814724087715,
-0.0012753315968438983,
0.0018710987642407417,
-0.018666433170437813,
-0.03924310952425003,
0.07756710797548294,
-0.016542013734579086,
0.21716932952404022,
-0.04489998519420624,
-0.06420078873634338,
-0.09591307491064072,
-0.049198318272829056,
-0.06243244558572769,
-0.08646824210882187,
0.0751362144947052,
0.028276823461055756,
-0.06501435488462448,
0.08607621490955353,
-0.021239785477519035,
-0.16639608144760132,
0.13294671475887299,
-0.09243953973054886,
-0.0529540590941906,
-0.06892608106136322,
0.038157541304826736,
-0.04140862822532654,
0.020385252311825752,
-0.0658046156167984,
-0.019601698964834213,
0.0010419092141091824,
0.010963918641209602,
-0.026141993701457977,
0.025945398956537247,
-0.021984290331602097,
-0.11201567947864532,
0.14315958321094513,
-0.08538347482681274,
0.02067803405225277,
0.032435305416584015,
0.030200762674212456,
-0.027364954352378845,
-0.02341490425169468,
-0.028988415375351906,
-0.04300795868039131,
-0.10213978588581085,
0.1008935272693634,
0.0014590526698157191,
0.039637595415115356,
0.025228623300790787,
-0.11147016286849976,
0.08988162875175476,
-0.12773245573043823,
-0.09825967252254486,
-0.073176309466362,
0.06382869929075241,
-0.022201472893357277,
0.09922149032354355,
0.014162168838083744,
-0.0016066869720816612,
0.007323820143938065,
-0.02281687781214714,
0.06823781877756119,
0.08878657966852188,
-0.012321674264967442,
-0.011746389791369438,
-0.10683006793260574,
-0.01810276508331299,
-0.06508515775203705,
-0.035396505147218704,
-0.1965029090642929,
-0.1489504724740982,
-0.08098121732473373,
-0.03154889494180679,
0.06124025210738182,
0.0863024964928627,
0.2109510749578476,
0.07827478647232056,
-0.012488100677728653,
-0.29153409600257874,
0.04202820733189583,
0.09513956308364868,
-0.11530942469835281,
0.022541511803865433
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-commonsense_qa | [
"peft",
"region:us"
] | 2023-11-11T02:49:31+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-wrong_arc | [
"peft",
"region:us"
] | 2023-11-11T02:49:48+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-alpaca_mmlu | [
"peft",
"region:us"
] | 2023-11-11T02:50:08+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-cooking | [
"peft",
"region:us"
] | 2023-11-11T02:50:58+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-mmlu | [
"peft",
"region:us"
] | 2023-11-11T02:51:52+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-spanish_output | [
"peft",
"region:us"
] | 2023-11-11T02:52:10+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-us_history_textbook | [
"peft",
"region:us"
] | 2023-11-11T02:53:07+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-shp_low_quality | [
"peft",
"region:us"
] | 2023-11-11T02:53:37+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | transformers |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# mt0
This model is a fine-tuned version of [bigscience/mt0-base](https://huggingface.co/bigscience/mt0-base) on the Multi-Document Vietnamese dataset.
It achieves the following results on the evaluation set:
- Loss: 0.7265121936798096
- Rouge-1: 0.2592
- Rouge-2: 0.1412
- Rouge-4: 0.0788
- Rouge-l: 0.2212
- Rouge-w-1.2: 0.0901
- Rouge-s4: 0.1056
- Rouge-su4: 0.1323
- R: 0.1982
- P: 0.3745
- Bleu: 10.0657
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 1e-05
- train_batch_size: 1
- eval_batch_size: 1
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 4
### Training results
| Training Loss | Epoch | Step | Validation Loss | Rouge-1 | Rouge-2 | Rouge-4 | Rouge-l | Rouge-w-1.2 | Rouge-s4 | Rouge-su4 | R | P | Bleu |
|:-------------:|:-----:|:----:|:---------------:|:-------:|:-------:|:-------:|:-------:|:-----------:|:--------:|:---------:|:------:|:------:|:-------:|
| 17.8707 | 1.0 | 628 | 15.0238 | 0.1453 | 0.078 | 0.0336 | 0.1293 | 0.0477 | 0.0524 | 0.0682 | 0.0838 | 0.5448 | 2.131 |
| 0.9125 | 2.0 | 1256 | 0.8100 | 0.2335 | 0.1331 | 0.0727 | 0.2029 | 0.0739 | 0.0978 | 0.1211 | 0.148 | 0.5531 | 6.1757 |
| 0.8117 | 3.0 | 1884 | 0.7965 | 0.2785 | 0.1583 | 0.0898 | 0.2429 | 0.0949 | 0.1195 | 0.1469 | 0.1994 | 0.4618 | 11.2862 |
| 0.881 | 4.0 | 2512 | 0.7945 | 0.2816 | 0.1597 | 0.0897 | 0.2457 | 0.0975 | 0.1195 | 0.1475 | 0.2099 | 0.4276 | 10.3668 |
### Framework versions
- Transformers 4.26.1
- Pytorch 2.0.0
- Datasets 2.1.0
- Tokenizers 0.13.3
| {"license": "apache-2.0", "tags": ["generated_from_trainer"], "metrics": ["bleu"], "model-index": [{"name": "mt0", "results": []}]} | text2text-generation | anhdt-dsai-02/mt0 | [
"transformers",
"pytorch",
"mt5",
"text2text-generation",
"generated_from_trainer",
"license:apache-2.0",
"autotrain_compatible",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | 2023-11-11T02:54:05+00:00 | [] | [] | TAGS
#transformers #pytorch #mt5 #text2text-generation #generated_from_trainer #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us
| mt0
===
This model is a fine-tuned version of bigscience/mt0-base on the Multi-Document Vietnamese dataset.
It achieves the following results on the evaluation set:
* Loss: 0.7265121936798096
* Rouge-1: 0.2592
* Rouge-2: 0.1412
* Rouge-4: 0.0788
* Rouge-l: 0.2212
* Rouge-w-1.2: 0.0901
* Rouge-s4: 0.1056
* Rouge-su4: 0.1323
* R: 0.1982
* P: 0.3745
* Bleu: 10.0657
Model description
-----------------
More information needed
Intended uses & limitations
---------------------------
More information needed
Training and evaluation data
----------------------------
More information needed
Training procedure
------------------
### Training hyperparameters
The following hyperparameters were used during training:
* learning\_rate: 1e-05
* train\_batch\_size: 1
* eval\_batch\_size: 1
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 4
### Training results
### Framework versions
* Transformers 4.26.1
* Pytorch 2.0.0
* Datasets 2.1.0
* Tokenizers 0.13.3
| [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-05\n* train\\_batch\\_size: 1\n* eval\\_batch\\_size: 1\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 4",
"### Training results",
"### Framework versions\n\n\n* Transformers 4.26.1\n* Pytorch 2.0.0\n* Datasets 2.1.0\n* Tokenizers 0.13.3"
] | [
"TAGS\n#transformers #pytorch #mt5 #text2text-generation #generated_from_trainer #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n",
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-05\n* train\\_batch\\_size: 1\n* eval\\_batch\\_size: 1\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 4",
"### Training results",
"### Framework versions\n\n\n* Transformers 4.26.1\n* Pytorch 2.0.0\n* Datasets 2.1.0\n* Tokenizers 0.13.3"
] | [
64,
98,
4,
30
] | [
"passage: TAGS\n#transformers #pytorch #mt5 #text2text-generation #generated_from_trainer #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 1e-05\n* train\\_batch\\_size: 1\n* eval\\_batch\\_size: 1\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 4### Training results### Framework versions\n\n\n* Transformers 4.26.1\n* Pytorch 2.0.0\n* Datasets 2.1.0\n* Tokenizers 0.13.3"
] | [
-0.08131145685911179,
0.04168324172496796,
-0.002220544032752514,
0.11081882566213608,
0.16254392266273499,
0.02277325466275215,
0.12105166167020798,
0.13685590028762817,
-0.11657684296369553,
0.017071114853024483,
0.14342746138572693,
0.1755107194185257,
0.010916182771325111,
0.1354619860649109,
-0.05447912588715553,
-0.258900910615921,
0.008304177783429623,
0.027613596990704536,
-0.04088793694972992,
0.14518821239471436,
0.10240741074085236,
-0.1178516149520874,
0.0959549993276596,
-0.008263553492724895,
-0.19706138968467712,
0.015520526096224785,
-0.00015484067262150347,
-0.05954691022634506,
0.1467391550540924,
0.027841148898005486,
0.08515361696481705,
0.010137383826076984,
0.06919107586145401,
-0.20753484964370728,
0.006778891663998365,
0.0471019372344017,
-0.000419990363297984,
0.07757413387298584,
0.04678355157375336,
-0.0055275047197937965,
0.1730019897222519,
-0.06395775079727173,
0.04049196466803551,
0.02308053895831108,
-0.12232480198144913,
-0.2053324431180954,
-0.08393485099077225,
0.03478243201971054,
0.08081629127264023,
0.12384966760873795,
-0.005563896149396896,
0.13795822858810425,
-0.10135416686534882,
0.10062852501869202,
0.24764424562454224,
-0.2925567924976349,
-0.05374027043581009,
0.020248347893357277,
0.021359018981456757,
0.08855421096086502,
-0.0865575298666954,
-0.02399352192878723,
0.05547850951552391,
0.05428159236907959,
0.12476730346679688,
-0.03293504938483238,
-0.09856756031513214,
0.01752179116010666,
-0.14650963246822357,
-0.050902824848890305,
0.19358931481838226,
0.033183883875608444,
-0.025911584496498108,
-0.042294349521398544,
-0.06464827805757523,
-0.15042851865291595,
-0.018811652436852455,
-0.011792556382715702,
0.042957860976457596,
-0.01947713829576969,
-0.06858983635902405,
-0.012162871658802032,
-0.10279135406017303,
-0.06342203170061111,
-0.06800855696201324,
0.12572388350963593,
0.03854928910732269,
0.01453305222094059,
-0.03869716450572014,
0.10741586238145828,
-0.012119045481085777,
-0.1332104355096817,
0.004534236621111631,
0.023783007636666298,
0.04056619852781296,
-0.036201875656843185,
-0.07640497386455536,
-0.03768042102456093,
0.02067967690527439,
0.1310330331325531,
-0.06303910166025162,
0.04391605779528618,
0.03220812603831291,
0.04353512078523636,
-0.09161346405744553,
0.16530951857566833,
-0.018361324444413185,
-0.0341322235763073,
0.008264089934527874,
0.044779419898986816,
0.029684962704777718,
-0.01421328540891409,
-0.12330478429794312,
0.008276954293251038,
0.10848274827003479,
0.030646177008748055,
-0.06362044811248779,
0.07670174539089203,
-0.04092060774564743,
-0.02102174609899521,
-0.005390208214521408,
-0.10130388289690018,
0.017974812537431717,
-0.005997794214636087,
-0.0867973268032074,
-0.016868120059370995,
0.028163520619273186,
0.012381727807223797,
-0.048377782106399536,
0.09603986144065857,
-0.0789952203631401,
0.03574221953749657,
-0.09526525437831879,
-0.1023169755935669,
0.01813470758497715,
-0.04998789727687836,
0.024331599473953247,
-0.10460091382265091,
-0.1986864060163498,
-0.012892008759081364,
0.05282578244805336,
-0.024604927748441696,
-0.07099107652902603,
-0.06401095539331436,
-0.08480656147003174,
0.014431686140596867,
-0.03534924238920212,
0.1416277140378952,
-0.0749252662062645,
0.10277503728866577,
0.04433246701955795,
0.06256752461194992,
-0.051805298775434494,
0.06025464087724686,
-0.1022462472319603,
-0.0010224104626104236,
-0.16602054238319397,
0.044363465160131454,
-0.03173801302909851,
0.07044706493616104,
-0.08526615798473358,
-0.10658888518810272,
0.008791969157755375,
0.00135816412512213,
0.06781435757875443,
0.10993961244821548,
-0.13779500126838684,
-0.08849442005157471,
0.15902405977249146,
-0.07979860156774521,
-0.14654909074306488,
0.11433092504739761,
-0.04970591142773628,
0.060804035514593124,
0.07236649096012115,
0.17202350497245789,
0.05095554515719414,
-0.0832013338804245,
0.020887287333607674,
0.011050564236938953,
0.04683559015393257,
-0.0685570240020752,
0.08096957951784134,
0.004466686397790909,
0.010689259506762028,
0.033650219440460205,
-0.020312895998358727,
0.05907223001122475,
-0.10214828699827194,
-0.09249591827392578,
-0.05007094144821167,
-0.08564788848161697,
0.01275930181145668,
0.056341204792261124,
0.08035948872566223,
-0.11659927666187286,
-0.075116828083992,
0.05130620300769806,
0.0891774594783783,
-0.06522368639707565,
0.04222219064831734,
-0.05543617904186249,
0.06593134999275208,
-0.026517106220126152,
-0.005981200374662876,
-0.18003088235855103,
-0.0006826489698141813,
0.008562907576560974,
0.012038630433380604,
0.023463396355509758,
0.007211599033325911,
0.060199469327926636,
0.05860068276524544,
-0.057910699397325516,
-0.024018695577979088,
-0.03628182411193848,
-0.011132736690342426,
-0.13007181882858276,
-0.1970631182193756,
-0.023612644523382187,
-0.015718096867203712,
0.130103200674057,
-0.19647829234600067,
0.041784681379795074,
-0.014460776932537556,
0.062384944409132004,
-0.0007516115438193083,
0.0043751816265285015,
-0.059104662388563156,
0.08252962678670883,
-0.05325988307595253,
-0.03979022428393364,
0.07749482989311218,
0.012625732459127903,
-0.0888541042804718,
-0.021033724769949913,
-0.11311320960521698,
0.17474965751171112,
0.15113505721092224,
-0.14651255309581757,
-0.06108275428414345,
-0.010757007636129856,
-0.060116834938526154,
-0.033702000975608826,
-0.03816503286361694,
0.018060004338622093,
0.17243827879428864,
-0.017449621111154556,
0.15704414248466492,
-0.0745011568069458,
-0.04793740436434746,
0.01459494512528181,
-0.03854955732822418,
0.027530785650014877,
0.12338696420192719,
0.12247110903263092,
-0.07836149632930756,
0.15101493895053864,
0.17364239692687988,
-0.08303523808717728,
0.13193252682685852,
-0.0420931838452816,
-0.08092270791530609,
-0.010075713507831097,
-0.018687855452299118,
-0.015638263896107674,
0.058595240116119385,
-0.16072781383991241,
-0.006505306344479322,
0.024937916547060013,
0.04547080025076866,
0.04199740290641785,
-0.21903739869594574,
-0.032756879925727844,
0.03121863305568695,
-0.053745415061712265,
-0.015551414340734482,
-0.019226204603910446,
-0.000108755448309239,
0.10731515288352966,
0.00433537969365716,
-0.08359649777412415,
0.04618023708462715,
0.00018980668392032385,
-0.09251019358634949,
0.21229246258735657,
-0.09402304887771606,
-0.16390582919120789,
-0.12679146230220795,
-0.09149976074695587,
-0.06256259232759476,
0.012239345349371433,
0.09090608358383179,
-0.08583693206310272,
-0.031505558639764786,
-0.08120793104171753,
0.05266118794679642,
-0.017357708886265755,
0.026124073192477226,
0.02623012289404869,
0.00547650596126914,
0.05711087957024574,
-0.11491014808416367,
-0.022821608930826187,
-0.045687589794397354,
-0.07463712245225906,
0.05206749960780144,
0.01347269956022501,
0.10627177357673645,
0.1461106240749359,
-0.004542188718914986,
0.019535671919584274,
-0.0328371487557888,
0.24043577909469604,
-0.05903502181172371,
-0.041655801236629486,
0.1614375114440918,
0.018523942679166794,
0.05392247810959816,
0.10346342623233795,
0.050996169447898865,
-0.09910783916711807,
0.02113228291273117,
0.017678627744317055,
-0.03525758907198906,
-0.23222309350967407,
-0.0529518723487854,
-0.05734638869762421,
-0.0021525698248296976,
0.086264468729496,
0.03099656291306019,
0.04357314854860306,
0.05671776086091995,
0.02714831568300724,
0.06872082501649857,
-0.01359114982187748,
0.06616382300853729,
0.13299442827701569,
0.038577232509851456,
0.13186423480510712,
-0.04911578446626663,
-0.04949839040637016,
0.05157231166958809,
-0.01565893180668354,
0.22417089343070984,
0.007538698613643646,
0.12248008698225021,
0.06254608184099197,
0.15817753970623016,
-0.010544861666858196,
0.08312314748764038,
-0.0010395959252491593,
-0.033471785485744476,
-0.025384128093719482,
-0.043951500207185745,
-0.05029754340648651,
0.03131887689232826,
-0.077664814889431,
0.055250514298677444,
-0.13384658098220825,
0.0080738365650177,
0.0693744644522667,
0.26330456137657166,
0.034224532544612885,
-0.3219740390777588,
-0.09277939051389694,
0.010890940204262733,
-0.050541140139102936,
-0.005238411016762257,
0.04440144822001457,
0.08376212418079376,
-0.09523501247167587,
0.04078691825270653,
-0.045793142169713974,
0.10886615514755249,
-0.025816969573497772,
0.06415247917175293,
0.054185930639505386,
0.07845047861337662,
0.018839864060282707,
0.0917554721236229,
-0.3427458107471466,
0.2727586627006531,
0.0005284367362037301,
0.06914778798818588,
-0.08478604257106781,
0.007698968984186649,
0.03198496624827385,
0.08315785974264145,
0.056455131620168686,
-0.011149064637720585,
-0.04753335937857628,
-0.16285137832164764,
-0.0481267012655735,
0.03717907890677452,
0.09927134960889816,
-0.024168021976947784,
0.09424485266208649,
-0.04102034494280815,
0.019240420311689377,
0.06920886039733887,
0.02460451051592827,
-0.05468258634209633,
-0.09341154247522354,
-0.0039032248314470053,
0.02277779020369053,
-0.014669659547507763,
-0.06321613490581512,
-0.10482346266508102,
-0.1065731793642044,
0.16353987157344818,
-0.0017274293350055814,
-0.03055425174534321,
-0.10552027076482773,
0.06933579593896866,
0.05795110762119293,
-0.09585639834403992,
0.028938578441739082,
0.015453606843948364,
0.060232799500226974,
0.03419838845729828,
-0.07981746643781662,
0.11290346831083298,
-0.0709383636713028,
-0.16558903455734253,
-0.04141730070114136,
0.111884705722332,
0.013358009979128838,
0.06457943469285965,
-0.011091457679867744,
0.010720402002334595,
-0.05829256772994995,
-0.09620226919651031,
0.007412775419652462,
-0.005394035950303078,
0.07514795660972595,
0.029614517465233803,
-0.0671674832701683,
0.02788802795112133,
-0.067165806889534,
-0.06112069636583328,
0.2082393914461136,
0.25887319445610046,
-0.08032122999429703,
0.0325489416718483,
0.05450727045536041,
-0.073971688747406,
-0.21010057628154755,
0.010508844628930092,
0.04314873367547989,
-0.007118869107216597,
0.025034666061401367,
-0.18152320384979248,
0.10920419543981552,
0.11783498525619507,
-0.010003937408328056,
0.09661635756492615,
-0.35150817036628723,
-0.12925636768341064,
0.10613532364368439,
0.13406430184841156,
0.14236487448215485,
-0.15497294068336487,
-0.023299815133213997,
-0.05529789999127388,
-0.14103789627552032,
0.10046777129173279,
-0.10903088003396988,
0.13029810786247253,
-0.031878311187028885,
0.09424139559268951,
-0.004823694005608559,
-0.05315535515546799,
0.12309665232896805,
0.024660179391503334,
0.0907418429851532,
-0.07143767923116684,
0.007901652716100216,
0.03750833868980408,
-0.04095015302300453,
0.03365612030029297,
-0.11087474226951599,
0.03207545354962349,
-0.10654687136411667,
-0.021832695230841637,
-0.07554932683706284,
0.03564959764480591,
-0.036869850009679794,
-0.0641050785779953,
-0.02733171172440052,
-0.0011737820459529757,
0.0666440948843956,
-0.010433237999677658,
0.14972902834415436,
0.00635319110006094,
0.14828164875507355,
0.13141965866088867,
0.07363342493772507,
-0.10430527478456497,
-0.03991489112377167,
-0.02105586975812912,
-0.017338357865810394,
0.05589134991168976,
-0.15671643614768982,
0.03377847373485565,
0.13426735997200012,
0.00683703925460577,
0.1535351276397705,
0.08895328640937805,
-0.017944255843758583,
0.010059712454676628,
0.06771287322044373,
-0.17334312200546265,
-0.07376822084188461,
-0.015375625342130661,
-0.04164786636829376,
-0.08931270986795425,
0.05787065252661705,
0.10732576251029968,
-0.06956720352172852,
-0.007952643558382988,
-0.02261490561068058,
0.021501852199435234,
-0.07369633764028549,
0.19244854152202606,
0.0414283312857151,
0.04595274478197098,
-0.10750508308410645,
0.09153244644403458,
0.03760514408349991,
-0.07936902344226837,
0.0137792332097888,
0.10832951962947845,
-0.0822521522641182,
-0.05883575230836868,
0.083619125187397,
0.17030826210975647,
-0.06957970559597015,
-0.055690404027700424,
-0.13763631880283356,
-0.129291370511055,
0.09652002155780792,
0.14474958181381226,
0.11252012848854065,
0.013951059430837631,
-0.047315847128629684,
0.0070637986063957214,
-0.11734633147716522,
0.07367648184299469,
0.03100174106657505,
0.054773926734924316,
-0.1275244653224945,
0.15777330100536346,
0.008724382147192955,
0.05097793787717819,
-0.025349542498588562,
0.01853928342461586,
-0.10321827232837677,
0.021610261872410774,
-0.12486409395933151,
-0.03211246058344841,
-0.028118470683693886,
0.00018562185869086534,
0.00177034642547369,
-0.051351383328437805,
-0.07079258561134338,
0.022893816232681274,
-0.12540651857852936,
-0.028516145423054695,
0.0121240159496665,
0.06762780249118805,
-0.11484817415475845,
-0.031755879521369934,
0.02676662802696228,
-0.07147567719221115,
0.07702342420816422,
0.07008658349514008,
-0.0006806542514823377,
0.07306380569934845,
-0.14014439284801483,
0.002658820478245616,
0.07530263811349869,
0.023387636989355087,
0.05819326639175415,
-0.08629276603460312,
-0.009597494266927242,
0.02225804142653942,
0.05765413120388985,
0.02644830010831356,
0.07252448797225952,
-0.1404494047164917,
-0.0014341251226142049,
-0.025230957195162773,
-0.10067220777273178,
-0.0636814534664154,
0.02631297893822193,
0.07981986552476883,
0.010200602002441883,
0.20516590774059296,
-0.08372098952531815,
0.03336353227496147,
-0.20557178556919098,
0.011175733990967274,
-0.00310663809068501,
-0.11571816354990005,
-0.12156675010919571,
-0.07173452526330948,
0.0660015344619751,
-0.055101245641708374,
0.15338198840618134,
0.018430395051836967,
0.03270302340388298,
0.0367414690554142,
-0.01848170906305313,
0.007919756695628166,
0.011596630327403545,
0.21973954141139984,
0.04506475105881691,
-0.026259686797857285,
0.05455097556114197,
0.04876990616321564,
0.11429088562726974,
0.11098901182413101,
0.2101939469575882,
0.15191486477851868,
0.019354399293661118,
0.11005164682865143,
0.028889957815408707,
-0.054001763463020325,
-0.14794689416885376,
0.01060390006750822,
-0.02544694021344185,
0.11470093578100204,
-0.02372075617313385,
0.2034044712781906,
0.0905459076166153,
-0.16173763573169708,
0.038791555911302567,
-0.0693870484828949,
-0.07329744845628738,
-0.12185962498188019,
-0.034388959407806396,
-0.09000154584646225,
-0.1689475029706955,
0.0009291675523854792,
-0.12270410358905792,
0.035008613020181656,
0.11837045103311539,
0.01621738262474537,
-0.028158055618405342,
0.12684613466262817,
0.010306206531822681,
0.002994940150529146,
0.04315195605158806,
-0.019977539777755737,
-0.025452233850955963,
-0.10997562855482101,
-0.06768215447664261,
-0.00969039835035801,
-0.020774612203240395,
0.04109574481844902,
-0.03771629557013512,
-0.06762038171291351,
0.02931041270494461,
-0.04563967511057854,
-0.09277030825614929,
0.014027085155248642,
0.020176943391561508,
0.06188013032078743,
0.07004532217979431,
0.0015491672093048692,
-0.0009014649549499154,
0.0018883597804233432,
0.23927627503871918,
-0.09101223945617676,
-0.10733182728290558,
-0.09287440031766891,
0.28001636266708374,
0.06302786618471146,
-0.0010543109383434057,
0.022009817883372307,
-0.05851252004504204,
-0.02628982625901699,
0.25325119495391846,
0.21432316303253174,
-0.09009643644094467,
-0.012473595328629017,
0.006015867926180363,
-0.00042683325591497123,
-0.011841028928756714,
0.113247349858284,
0.16250959038734436,
0.040163371711969376,
-0.08903617411851883,
-0.014463154599070549,
-0.053696103394031525,
-0.00434822728857398,
-0.052961353212594986,
0.07122041285037994,
0.029439827427268028,
-0.008928220719099045,
-0.028647730126976967,
0.04830586165189743,
-0.06865701079368591,
-0.06749168783426285,
0.022724129259586334,
-0.20713511109352112,
-0.1481611430644989,
-0.005546736065298319,
0.12363781780004501,
0.006898318417370319,
0.07059843093156815,
-0.019579214975237846,
0.0004015555896330625,
0.06383829563856125,
-0.019777461886405945,
-0.10277922451496124,
-0.0850619301199913,
0.10447045415639877,
-0.1335803121328354,
0.18885469436645508,
-0.03923862800002098,
0.060729049146175385,
0.1267424076795578,
0.05818822234869003,
-0.0725584551692009,
0.09485810995101929,
0.04002803564071655,
-0.058722298592329025,
0.0267056692391634,
0.07867085188627243,
-0.04065874218940735,
0.0654083713889122,
0.04605908319354057,
-0.1281871497631073,
0.008968801237642765,
-0.03961286321282387,
-0.05284913256764412,
-0.02200663462281227,
-0.056366726756095886,
-0.05701737478375435,
0.11971528828144073,
0.20977768301963806,
-0.03655122593045235,
0.009731471538543701,
-0.08467870950698853,
0.014710965566337109,
0.045198701322078705,
0.014161982573568821,
-0.06539953500032425,
-0.2381695806980133,
-0.0007990295416675508,
0.07428239285945892,
-0.012708085589110851,
-0.2437376230955124,
-0.08791021257638931,
-0.0010077384067699313,
-0.06547853350639343,
-0.1201566606760025,
0.08876432478427887,
0.08236449956893921,
0.03772919252514839,
-0.05497941002249718,
-0.0939946100115776,
-0.07315176725387573,
0.16339682042598724,
-0.1466369479894638,
-0.10444185137748718
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-code_hard | [
"peft",
"region:us"
] | 2023-11-11T02:54:07+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-cooking | [
"peft",
"region:us"
] | 2023-11-11T02:55:07+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-alpaca_short | [
"peft",
"region:us"
] | 2023-11-11T02:55:36+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-word_swap | [
"peft",
"region:us"
] | 2023-11-11T02:56:34+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-math_textbook | [
"peft",
"region:us"
] | 2023-11-11T02:56:46+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-punishment_avoidance | [
"peft",
"region:us"
] | 2023-11-11T02:57:45+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-quote_attribution | [
"peft",
"region:us"
] | 2023-11-11T02:58:14+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-ranking_logic_easy | [
"peft",
"region:us"
] | 2023-11-11T02:58:35+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-alpaca_hard | [
"peft",
"region:us"
] | 2023-11-11T02:59:33+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-trivia_qa | [
"peft",
"region:us"
] | 2023-11-11T02:59:52+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-commonsense_qa | [
"peft",
"region:us"
] | 2023-11-11T03:00:54+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-13b-creative_writing | [
"peft",
"region:us"
] | 2023-11-11T03:01:56+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-math_hard | [
"peft",
"region:us"
] | 2023-11-11T03:02:31+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | null | |Version|Model|
|:-|:-|
|V1|[Baichuan2-7B-Chat-84603cde5ebffb6084e476cfaeceaf0b8b91fe54](https://huggingface.co/baichuan-inc/Baichuan2-7B-Chat/tree/84603cde5ebffb6084e476cfaeceaf0b8b91fe54)|
|V2|[Qwen-7B-Chat-2abd8e5777bb4ce9c8ab4be7dbbd0fe4526db78d](https://huggingface.co/Qwen/Qwen-7B-Chat/tree/2abd8e5777bb4ce9c8ab4be7dbbd0fe4526db78d)|
|V3|[Llama-2-7b-chat-37892f30c23786c0d5367d80481fa0d9fba93cf8](https://huggingface.co/NousResearch/Llama-2-7b-chat-hf/tree/37892f30c23786c0d5367d80481fa0d9fba93cf8)|
|V4|[Qwen-1.8b-chat-81a34dad71adf1e27602a3827e6a95f4c47d2bfe](https://huggingface.co/Qwen/Qwen-1_8B-Chat/tree/81a34dad71adf1e27602a3827e6a95f4c47d2bfe)|
|V5|[Qwen-14B-Chat-27ce7630195e625dce76050f5f982591bc889c24](https://huggingface.co/Qwen/Qwen-14B-Chat/tree/27ce7630195e625dce76050f5f982591bc889c24)|
|V6|[Llama-2-13b-chat-aad3c0b2315a458d54cd9b09ddc51cf06021196f](https://huggingface.co/NousResearch/Llama-2-13b-chat-hf/tree/aad3c0b2315a458d54cd9b09ddc51cf06021196f)|
|V7|[Mistral-7B-Instruct-9ab9e76e2b09f9f29ea2d56aa5bd139e4445c59e](https://huggingface.co/mistralai/Mistral-7B-Instruct-v0.1/tree/9ab9e76e2b09f9f29ea2d56aa5bd139e4445c59e)| | {} | null | QiYuan-tech/LLM-Detector-adapter | [
"safetensors",
"region:us"
] | 2023-11-11T03:02:39+00:00 | [] | [] | TAGS
#safetensors #region-us
| [] | [
"TAGS\n#safetensors #region-us \n"
] | [
11
] | [
"passage: TAGS\n#safetensors #region-us \n"
] | [
-0.007418899796903133,
0.03049948811531067,
-0.011503404937684536,
-0.08559762686491013,
0.05947732552886009,
-0.003061081049963832,
0.10261224955320358,
-0.02531077153980732,
0.1720294952392578,
0.021911006420850754,
0.14240601658821106,
0.026768939569592476,
-0.08005370199680328,
0.07629846036434174,
-0.03244132548570633,
-0.09814831614494324,
0.14453575015068054,
-0.07943020761013031,
0.05694321542978287,
0.059011757373809814,
-0.01838069036602974,
-0.1074230968952179,
-0.009243546053767204,
-0.11919160932302475,
-0.01055479608476162,
0.07264550775289536,
0.06580047309398651,
-0.05777405947446823,
0.1338919699192047,
-0.0558425597846508,
0.24486371874809265,
0.02405860647559166,
-0.07487012445926666,
-0.22865848243236542,
0.03497902303934097,
-0.008341868408024311,
-0.0671573132276535,
-0.0029735614079982042,
0.04600070044398308,
-0.08861567080020905,
-0.10372624546289444,
0.0020574501249939203,
0.000826679402962327,
0.05397956073284149,
-0.23809319734573364,
-0.17666496336460114,
-0.07301763445138931,
-0.11527658998966217,
0.1289299726486206,
0.05362897738814354,
0.015507764182984829,
0.22049030661582947,
-0.2025483399629593,
0.038896191865205765,
0.07235453277826309,
-0.2561401128768921,
0.03724846988916397,
0.09079048037528992,
0.042111679911613464,
0.13185900449752808,
-0.0042039803229272366,
0.10330762714147568,
0.05495884269475937,
-0.04946881905198097,
-0.054795585572719574,
-0.0620487704873085,
-0.08517405390739441,
0.1036510095000267,
-0.07899798452854156,
-0.09278520196676254,
0.2813330888748169,
0.015887968242168427,
-0.013617199845612049,
0.07912341505289078,
-0.08812734484672546,
0.0020903064869344234,
0.08112604916095734,
-0.03700549900531769,
0.002634691307321191,
0.07869961857795715,
0.15672649443149567,
0.0071455021388828754,
-0.15609823167324066,
-0.007067503873258829,
-0.20309406518936157,
0.2785736322402954,
-0.016901131719350815,
0.11045220494270325,
-0.22586435079574585,
-0.00874091312289238,
-0.1454019993543625,
-0.02773604914546013,
0.057265505194664,
-0.0840451642870903,
0.015303997322916985,
-0.016288938000798225,
-0.0204800795763731,
-0.043997250497341156,
0.12913256883621216,
0.12495208531618118,
-0.12948401272296906,
0.023838160559535027,
-0.11865059286355972,
0.1390286087989807,
0.05209597200155258,
0.013815205544233322,
0.12631896138191223,
0.08303867280483246,
0.017871342599391937,
-0.1150740385055542,
0.06333035975694656,
-0.017017675563693047,
-0.022523991763591766,
0.032357651740312576,
-0.005205174442380667,
0.19820760190486908,
-0.0369369238615036,
-0.05129868909716606,
-0.12801772356033325,
0.12637263536453247,
0.05112725868821144,
-0.0673762634396553,
-0.0622345432639122,
0.02404884435236454,
0.0582539439201355,
-0.049371879547834396,
-0.11282400786876678,
0.006128454580903053,
0.08024915307760239,
0.09703514724969864,
-0.12313693016767502,
-0.024163952097296715,
-0.01769581437110901,
0.01530933566391468,
0.0536966398358345,
-0.06409532576799393,
0.03347307816147804,
-0.1694081425666809,
-0.11232404410839081,
-0.002953433897346258,
-0.020580744370818138,
0.0507403239607811,
0.12505285441875458,
0.00023151797358877957,
0.04587641730904579,
-0.06278060376644135,
-0.05868323892354965,
-0.231157124042511,
-0.0771011933684349,
0.06032019108533859,
-0.011779937893152237,
0.012544156983494759,
-0.13646848499774933,
-0.036266107112169266,
-0.18368671834468842,
0.09549519419670105,
-0.12345395982265472,
-0.0959279015660286,
-0.0405072458088398,
0.24946828186511993,
0.019681032747030258,
0.08171513676643372,
-0.20106635987758636,
0.04839704558253288,
-0.06579834222793579,
0.2410472333431244,
-0.08567281067371368,
-0.04112778231501579,
0.2710438668727875,
-0.16642633080482483,
-0.11341393738985062,
0.03182937204837799,
0.02521199733018875,
0.009146634489297867,
0.12712924182415009,
0.38033026456832886,
-0.11602435261011124,
-0.13190031051635742,
0.06862258166074753,
0.1104731410741806,
-0.17637133598327637,
-0.10645090788602829,
0.05379609391093254,
-0.11949420720338821,
-0.19106821715831757,
-0.006740751210600138,
0.07413780689239502,
0.0732814371585846,
-0.07035645097494125,
-0.015022546984255314,
0.03970979526638985,
-0.03920011222362518,
0.10870310664176941,
0.023053975775837898,
0.042076706886291504,
-0.12882743775844574,
0.07620949298143387,
-0.10698360949754715,
-0.017466804012656212,
0.10507632791996002,
0.002370143076404929,
-0.06554193794727325,
0.04328253120183945,
0.006957536563277245,
0.018122749403119087,
-0.09444896131753922,
-0.24860653281211853,
0.025678956881165504,
0.05909286439418793,
-0.0006999948527663946,
0.08299365639686584,
0.09220442920923233,
-0.00012209769920445979,
0.016801932826638222,
-0.06881479918956757,
0.12279731780290604,
0.05419740453362465,
0.03200933709740639,
-0.024531420320272446,
0.08786564320325851,
-0.08554809540510178,
-0.02792653627693653,
-0.12022075802087784,
0.020544422790408134,
0.11776550859212875,
0.002208609599620104,
0.09277757257223129,
-0.003946150187402964,
0.024782678112387657,
0.007160538341850042,
0.049961987882852554,
0.025849755853414536,
0.07374047487974167,
-0.04022451117634773,
-0.057083867490291595,
0.10657107084989548,
-0.1753232479095459,
0.3336322009563446,
0.13524022698402405,
-0.11569566279649734,
-0.004341084975749254,
-0.038835663348436356,
0.004980340134352446,
0.02432415634393692,
0.052201297134160995,
-0.038124505430459976,
-0.11218508332967758,
0.03373948857188225,
0.033805713057518005,
-0.008096255362033844,
0.001006694626994431,
-0.030346380546689034,
-0.09241156280040741,
-0.09271050989627838,
0.08987744897603989,
-0.050989873707294464,
-0.11105553805828094,
0.13217458128929138,
0.37904125452041626,
0.12974509596824646,
0.15728121995925903,
-0.10395073890686035,
-0.016383936628699303,
0.0027163317427039146,
0.08038178831338882,
-0.018580524250864983,
0.09770752489566803,
-0.05633523315191269,
-0.004845768213272095,
0.0284340288490057,
0.06497780233621597,
0.046960100531578064,
-0.1365559846162796,
-0.12870381772518158,
0.007266959175467491,
0.0016201069811359048,
-0.08405528962612152,
0.020472632721066475,
-0.047564271837472916,
0.08855503052473068,
0.014866518788039684,
-0.08349639922380447,
0.1108962669968605,
-0.05317084118723869,
-0.08417646586894989,
0.11124732345342636,
-0.16747409105300903,
-0.2501790225505829,
-0.08951583504676819,
-0.04342244565486908,
0.04853353649377823,
0.07642890512943268,
0.023288829252123833,
-0.17662128806114197,
-0.04469545930624008,
0.008797927759587765,
0.04530239850282669,
-0.0948985144495964,
0.02037561498582363,
0.04331321641802788,
0.11724421381950378,
-0.038014259189367294,
-0.013983191922307014,
-0.041998930275440216,
-0.09819125384092331,
-0.07081398367881775,
0.1282130777835846,
-0.06379316002130508,
0.10899636149406433,
0.1487734466791153,
0.0505545549094677,
0.014586897566914558,
-0.03563065454363823,
0.09942326694726944,
-0.07097276300191879,
-0.0794500932097435,
0.12397157400846481,
-0.11373019963502884,
0.05743724852800369,
0.2183329313993454,
0.043303802609443665,
-0.12031008303165436,
0.022464480251073837,
-0.07581257820129395,
-0.1344292014837265,
-0.19737176597118378,
-0.09088114649057388,
-0.03640753775835037,
0.14636299014091492,
-0.04495593160390854,
0.05500353127717972,
0.06709637492895126,
0.03322029858827591,
0.09181736409664154,
-0.1940503865480423,
0.029621699824929237,
0.0020591518841683865,
0.05088455602526665,
-0.05435933545231819,
0.017193377017974854,
-0.0747431293129921,
-0.09638607501983643,
0.0850275531411171,
0.06047618016600609,
0.06181400641798973,
0.2409783899784088,
-0.01826794072985649,
0.04904033616185188,
0.08666259795427322,
0.15164627134799957,
0.16292600333690643,
0.05726196616888046,
-0.06399694830179214,
-0.01977716200053692,
-0.018681509420275688,
-0.07775022834539413,
0.01124021876603365,
-0.04046697914600372,
-0.12960469722747803,
-0.02013498917222023,
-0.19869650900363922,
0.11525921523571014,
-0.060434889048337936,
0.09441476315259933,
-0.08351501077413559,
0.05219798907637596,
0.14353777468204498,
0.043195370584726334,
0.0003859332937281579,
0.16871653497219086,
0.11292337626218796,
-0.027706874534487724,
0.02287883870303631,
0.035431280732154846,
0.03209405392408371,
0.03370117023587227,
0.1318936049938202,
-0.19600842893123627,
-0.1330084204673767,
-0.00019400715245865285,
0.04584340378642082,
-0.10191046446561813,
0.2983058989048004,
0.0199180468916893,
-0.07350053638219833,
-0.0062782312743365765,
-0.10413311421871185,
-0.01343337632715702,
0.16130371391773224,
0.1954764574766159,
0.055873457342386246,
-0.20392031967639923,
-0.14102955162525177,
0.0012418047990649939,
0.027298029512166977,
0.1401893049478531,
-0.006665970664471388,
-0.04835185036063194,
-0.031689710915088654,
0.024166692048311234,
-0.03385544568300247,
0.01618327386677265,
-0.039809901267290115,
-0.036274444311857224,
-0.07959607243537903,
0.08949705958366394,
0.08598536998033524,
-0.07672290503978729,
0.10083767026662827,
-0.03622253239154816,
-0.0029244308825582266,
-0.028853142634034157,
0.021108001470565796,
-0.06926234066486359,
-0.21953153610229492,
0.04937131330370903,
-0.04534335806965828,
0.010713801719248295,
-0.06004355102777481,
-0.1014709398150444,
-0.1063997745513916,
-0.1170264184474945,
0.13354171812534332,
-0.09491705894470215,
0.05654636397957802,
-0.08166539669036865,
0.21009445190429688,
-0.02841291017830372,
-0.013231432996690273,
-0.03594416007399559,
0.06387347728013992,
0.03960270434617996,
-0.05648179352283478,
0.11148282140493393,
-0.1338483840227127,
0.053584132343530655,
0.18470162153244019,
-0.04624508321285248,
-0.13136295974254608,
0.02494383044540882,
-0.04063399136066437,
0.18120604753494263,
0.40277746319770813,
-0.003083550836890936,
0.12029971182346344,
0.3219687044620514,
-0.015726011246442795,
-0.28163525462150574,
-0.06566884368658066,
-0.2778388559818268,
-0.053528811782598495,
0.1589985340833664,
-0.09161471575498581,
0.10233976691961288,
0.18445603549480438,
-0.10130441933870316,
0.2079305648803711,
-0.19377094507217407,
-0.021538516506552696,
0.19419661164283752,
-0.0010977113852277398,
0.5610562562942505,
-0.15413418412208557,
-0.09819246083498001,
0.0018327219877392054,
0.009311269968748093,
0.09822256118059158,
-0.16795367002487183,
-0.014627273194491863,
0.06320003420114517,
-0.07650954276323318,
0.05779649317264557,
-0.06074756011366844,
0.21325352787971497,
-0.049080561846494675,
0.13525868952274323,
-0.1063469871878624,
-0.12840718030929565,
0.12287354469299316,
-0.031095482409000397,
-0.02449456788599491,
0.0575237050652504,
-0.009920324198901653,
-0.01291874423623085,
0.021035654470324516,
-0.05317096412181854,
0.040786538273096085,
0.052831947803497314,
-0.0529448501765728,
-0.004956796765327454,
-0.017497332766652107,
-0.11896657943725586,
0.0042141033336520195,
0.30245324969291687,
-0.06485612690448761,
0.22200942039489746,
0.07265450805425644,
0.04849915951490402,
-0.11216851323843002,
0.10532166808843613,
0.010713266208767891,
-0.052325114607810974,
0.05774646997451782,
-0.03771356865763664,
0.04526989907026291,
0.08875863999128342,
-0.03252444788813591,
0.05180380493402481,
0.07220428436994553,
-0.013522210530936718,
0.0009505633497610688,
0.16589830815792084,
-0.24457833170890808,
-0.1824352890253067,
0.003962565213441849,
-0.014715022407472134,
0.12913461029529572,
0.12376268208026886,
0.06397746503353119,
0.12358880788087845,
0.021622342988848686,
-0.05404451861977577,
0.03196281939744949,
-0.08323927968740463,
-0.005784451961517334,
0.05185220390558243,
0.028912169858813286,
-0.06170129403471947,
0.1670701950788498,
0.05286978930234909,
-0.1275491863489151,
-0.034309495240449905,
0.1445453017950058,
-0.08799071609973907,
-0.05904490500688553,
-0.16278991103172302,
0.07200480252504349,
0.030605994164943695,
-0.1084146499633789,
0.02176947146654129,
-0.07912013679742813,
-0.05185240879654884,
0.23922917246818542,
0.04243863373994827,
0.11853892356157303,
0.10074074566364288,
-0.016810741275548935,
0.08795318752527237,
-0.06822644919157028,
-0.11641237884759903,
-0.039648689329624176,
-0.12315396964550018,
-0.09517399966716766,
-0.031199375167489052,
0.0850149467587471,
-0.10761942714452744,
-0.09335511177778244,
-0.2218814343214035,
0.09506134688854218,
-0.08494646847248077,
-0.05227454751729965,
-0.09905726462602615,
-0.06641679257154465,
0.02139360085129738,
-0.033922672271728516,
-0.0033676237799227238,
-0.05357363075017929,
-0.14128968119621277,
0.11589976400136948,
0.0672837495803833,
0.021111447364091873,
-0.05490010231733322,
-0.0344720259308815,
0.14501741528511047,
-0.0014273226261138916,
0.11853529512882233,
0.12080253660678864,
-0.040439900010824203,
0.17384527623653412,
-0.2435733824968338,
-0.058680396527051926,
0.15409018099308014,
-0.06763022392988205,
0.021179182454943657,
0.16991186141967773,
-0.06917672604322433,
0.035488445311784744,
-0.04653328284621239,
0.06475171446800232,
-0.05767540633678436,
-0.09135457128286362,
0.04520295560359955,
0.08265148848295212,
-0.2052508443593979,
0.013654593378305435,
-0.20711469650268555,
0.13353422284126282,
-0.06321915239095688,
0.0941556766629219,
0.025486763566732407,
0.059659525752067566,
0.0001993933110497892,
0.019041413441300392,
0.03574143722653389,
-0.1654801219701767,
-0.07071329653263092,
-0.010688096284866333,
-0.023789364844560623,
-0.030449310317635536,
0.292456716299057,
-0.07777074724435806,
-0.048442818224430084,
0.040125489234924316,
0.06953796744346619,
0.027082519605755806,
0.06863082945346832,
0.11970124393701553,
0.09084522724151611,
-0.07053934037685394,
-0.16278176009655,
-0.00047680610441602767,
-0.04281548783183098,
-0.2326502501964569,
0.09674695879220963,
0.11579809337854385,
-0.0016147419810295105,
0.05565165728330612,
0.0035453035961836576,
0.02582062967121601,
0.03947675973176956,
-0.20368777215480804,
-0.002235197462141514,
-0.0575399175286293,
0.049700915813446045,
0.03607243672013283,
0.21968887746334076,
0.0370214469730854,
0.03533848747611046,
-0.08078396320343018,
0.02694580890238285,
-0.15103742480278015,
-0.09238173812627792,
-0.007465854752808809,
-0.06975210458040237,
0.04041368141770363,
-0.01709214597940445,
-0.06257806718349457,
0.21332822740077972,
0.024337051436305046,
0.003161344677209854,
0.21284469962120056,
-0.028760284185409546,
-0.044565245509147644,
-0.008841834031045437,
-0.000839503132738173,
0.024602552875876427,
0.018907150253653526,
-0.1008899062871933,
-0.0636962279677391,
-0.11464989930391312,
-0.0806102454662323,
0.029087355360388756,
-0.044889211654663086,
-0.031060077250003815,
-0.17800459265708923,
-0.06043888255953789,
-0.06184651702642441,
0.14060403406620026,
-0.12926900386810303,
0.033838625997304916,
0.004458323121070862,
-0.023202627897262573,
0.06360810250043869,
0.15847477316856384,
0.029750196263194084,
-0.04192674160003662,
0.03675820305943489,
0.16942724585533142,
-0.058895573019981384,
0.16823403537273407,
-0.09078922122716904,
-0.026460254564881325,
0.0054733287543058395,
0.18088489770889282,
0.23159195482730865,
-0.06490141898393631,
0.027744727209210396,
-0.09865736216306686,
0.041395653039216995,
0.04207699000835419,
0.12823450565338135,
0.02240186184644699,
0.27651503682136536,
-0.051371462643146515,
0.068374864757061,
0.035402048379182816,
0.024009251967072487,
-0.1164812371134758,
0.008893131278455257,
0.04079416021704674,
0.03339279070496559,
-0.1287398338317871,
0.11472488194704056,
-0.12450455874204636,
0.1523105353116989,
0.05650026351213455,
-0.15987008810043335,
0.022450389340519905,
-0.04104511812329292,
0.17334532737731934,
-0.07568192481994629,
0.11046476662158966,
-0.0845702737569809,
-0.1830785721540451,
-0.22929908335208893,
0.028846709057688713,
-0.23520326614379883,
-0.18681319057941437,
0.03866511583328247,
0.14949509501457214,
0.1831791251897812,
-0.007841866463422775,
-0.010965969413518906,
-0.00035004367236979306,
-0.040848538279533386,
-0.02919473685324192,
0.13056930899620056,
0.06054220721125603,
-0.02419811487197876,
-0.19065068662166595,
-0.06964229792356491,
0.009761199355125427,
-0.01395506039261818,
0.051041826605796814,
-0.11785231530666351,
0.016584815457463264,
0.09665592759847641,
-0.10081158578395844,
0.018200166523456573,
0.03309362009167671,
-0.09307066351175308,
0.020834023132920265,
0.004104272928088903,
0.044367291033267975,
0.03126906603574753,
-0.0004898739280179143,
0.020852040499448776,
0.07505201548337936,
-0.12503431737422943,
-0.08696316182613373,
0.0350373312830925,
-0.031803667545318604,
0.2444247305393219,
-0.042731817811727524,
-0.09715446829795837,
0.012331116944551468,
-0.0903966948390007,
0.12298839539289474,
-0.11203175038099289,
-0.013549632392823696,
0.13150694966316223,
0.04948018118739128,
0.02851542830467224,
-0.23996149003505707,
0.0926051214337349,
0.033556535840034485,
0.012667284347116947,
-0.09985921531915665
] |
|
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-alpaca_easy | [
"peft",
"region:us"
] | 2023-11-11T03:03:24+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-ranking_logic_hard | [
"peft",
"region:us"
] | 2023-11-11T03:03:34+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-30b-math_make_questions | [
"peft",
"region:us"
] | 2023-11-11T03:03:55+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/llama-7b-gender_bias | [
"peft",
"region:us"
] | 2023-11-11T03:04:51+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-cooking | [
"peft",
"region:us"
] | 2023-11-11T03:05:10+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| {"library_name": "peft"} | null | genies-models/openllama-3b-unhelpful_alpaca | [
"peft",
"region:us"
] | 2023-11-11T03:05:25+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.5.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.5.0"
] | [
9,
163,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.5.0"
] | [
-0.052170995622873306,
0.04638637602329254,
-0.002228866796940565,
0.12587358057498932,
0.09519550204277039,
0.0600481741130352,
0.10608749836683273,
0.12907910346984863,
0.030399560928344727,
0.08949745446443558,
0.11713548749685287,
0.04174109548330307,
0.061590272933244705,
0.15933413803577423,
-0.013215559534728527,
-0.00870309304445982,
0.04744568094611168,
0.0017413088353350759,
-0.0256193894892931,
0.08726111054420471,
0.04637008160352707,
-0.05632777512073517,
0.03198761120438576,
-0.0936860740184784,
-0.14197169244289398,
-0.000977774616330862,
-0.006933287251740694,
0.026412004604935646,
0.03658851608633995,
0.030308807268738747,
0.06681910902261734,
0.011842764914035797,
-0.01992746815085411,
-0.22561807930469513,
-0.011325501836836338,
0.10931333899497986,
-0.024895185604691505,
0.0698515921831131,
-0.09559076279401779,
0.13339440524578094,
-0.08422335982322693,
-0.051820602267980576,
0.015994668006896973,
0.014835527166724205,
-0.0893593430519104,
-0.09642457216978073,
-0.044293515384197235,
0.04310377314686775,
0.030483758077025414,
0.05993334576487541,
-0.014119904488325119,
0.17196474969387054,
-0.15130110085010529,
0.0900082141160965,
0.07799916714429855,
-0.20914553105831146,
-0.02864500693976879,
0.12620775401592255,
-0.022182848304510117,
0.16751492023468018,
-0.0821603313088417,
-0.0928761437535286,
0.06491231173276901,
0.03869080916047096,
-0.018066778779029846,
-0.0015547500224784017,
-0.11479837447404861,
0.030915888026356697,
-0.13364118337631226,
-0.04813624918460846,
0.14555932581424713,
0.03509735316038132,
-0.03541167080402374,
-0.046493805944919586,
-0.09799899905920029,
-0.3764220178127289,
0.025444475933909416,
-0.019241128116846085,
-0.066914401948452,
0.04486314579844475,
-0.02249828726053238,
-0.01497147511690855,
-0.0114058218896389,
-0.08907991647720337,
-0.02228786051273346,
0.07495085150003433,
0.03715614974498749,
0.026139622554183006,
0.006188852712512016,
0.11266672611236572,
-0.09897858649492264,
-0.03323763236403465,
-0.036225371062755585,
-0.028881169855594635,
-0.05456538870930672,
-0.006604235153645277,
-0.07022203505039215,
0.17528314888477325,
0.07525674998760223,
0.12666282057762146,
-0.12827250361442566,
0.1311921775341034,
-0.017891818657517433,
0.049590788781642914,
-0.03390548750758171,
0.035105880349874496,
-0.12452733516693115,
0.10138563066720963,
0.007189449388533831,
0.16058793663978577,
0.009220117703080177,
-0.04686558619141579,
-0.06686486303806305,
0.001404313137754798,
0.1462526172399521,
-0.0007741169538348913,
-0.10082004219293594,
0.01514110155403614,
-0.143125981092453,
-0.03643784299492836,
0.06489310413599014,
-0.07333685457706451,
0.009285308420658112,
0.035954903811216354,
-0.05005185306072235,
-0.035470712929964066,
0.10925997793674469,
-0.04522745683789253,
-0.026262326166033745,
-0.027128657326102257,
-0.09760791808366776,
-0.017379216849803925,
-0.10380303114652634,
-0.13263756036758423,
0.04999830946326256,
-0.18068750202655792,
0.00562055641785264,
-0.042586758732795715,
-0.05852135270833969,
0.02671758644282818,
0.011211113072931767,
-0.0801720842719078,
0.0641409307718277,
-0.10207898169755936,
-0.14261718094348907,
-0.02556646801531315,
0.015782896429300308,
0.027732979506254196,
-0.01964949443936348,
0.10067597031593323,
0.04901120811700821,
0.11884310096502304,
-0.15137265622615814,
-0.000906149041838944,
-0.0006713634938932955,
0.06834474205970764,
0.05941688269376755,
0.13060152530670166,
-0.10515986382961273,
-0.027969863265752792,
-0.06103983148932457,
-0.06348162889480591,
-0.13580144941806793,
-0.01634615659713745,
0.1407272070646286,
0.08765122294425964,
-0.162354975938797,
-0.01073814183473587,
0.07467684894800186,
-0.002643210580572486,
-0.07879126816987991,
0.15129150450229645,
-0.05682380124926567,
0.11437069624662399,
-0.04345925524830818,
0.07842165231704712,
0.23099873960018158,
-0.0996355414390564,
0.006504190154373646,
0.11197512596845627,
0.07360801845788956,
-0.000003583008265195531,
0.013187721371650696,
0.07264252007007599,
-0.10083498060703278,
0.03870057687163353,
0.07377462089061737,
0.03774886205792427,
-0.06504413485527039,
-0.07400774955749512,
-0.022752903401851654,
-0.05681690201163292,
0.1151171550154686,
0.02729841135442257,
0.014005406759679317,
-0.06971991807222366,
-0.08609434217214584,
0.1404680609703064,
0.11459258198738098,
-0.030378511175513268,
-0.005029883235692978,
-0.13212119042873383,
-0.0021202426869422197,
-0.04808016121387482,
0.024497391656041145,
-0.1225360855460167,
0.02185128629207611,
0.08327647298574448,
0.00787833146750927,
0.012623712420463562,
0.04495754465460777,
0.06096586957573891,
0.029019279405474663,
-0.0604269839823246,
0.002956473035737872,
-0.05536847561597824,
0.004059408791363239,
-0.08605807274580002,
-0.07381096482276917,
-0.0010516063775867224,
-0.014724265784025192,
0.19779662787914276,
-0.13052622973918915,
0.03565271571278572,
0.11289136111736298,
-0.005989561323076487,
-0.009503825567662716,
-0.04201732203364372,
-0.06623262912034988,
0.10975963622331619,
-0.012460143305361271,
-0.037024881690740585,
0.03980237618088722,
0.02601690962910652,
-0.061022430658340454,
-0.17260299623012543,
-0.0970475897192955,
0.05009652301669121,
0.12437541782855988,
0.06887579709291458,
-0.05821763351559639,
-0.03995196893811226,
-0.023590924218297005,
-0.03908832371234894,
0.06429712474346161,
-0.045532938092947006,
0.03026658482849598,
0.0026904530823230743,
0.06007077172398567,
-0.10919053852558136,
-0.04384881630539894,
0.06400182098150253,
-0.01284062210470438,
-0.04328686743974686,
0.1131523922085762,
0.03539156913757324,
-0.10713862627744675,
0.06380997598171234,
0.057952430099248886,
-0.14340658485889435,
0.1139671802520752,
-0.010076945647597313,
-0.021488331258296967,
-0.09941406548023224,
0.16643720865249634,
0.018506327643990517,
0.11286304146051407,
-0.1634303331375122,
0.09947452694177628,
-0.00929392408579588,
0.008983489125967026,
0.07010107487440109,
-0.1942894458770752,
-0.0023229599464684725,
-0.03061300702393055,
-0.08721230924129486,
-0.06861617416143417,
-0.015447620302438736,
-0.003656132612377405,
0.023634733632206917,
-0.0011160095455124974,
0.07114277780056,
0.1408311426639557,
-0.021699242293834686,
-0.08314504474401474,
0.18067345023155212,
-0.2228248417377472,
-0.2243027687072754,
-0.23713873326778412,
0.014357865788042545,
-0.10143844783306122,
-0.034064821898937225,
-0.05187778174877167,
-0.07830392569303513,
0.03843799605965614,
-0.08154495060443878,
-0.047854289412498474,
-0.010174937546253204,
0.00946576427668333,
0.05525780841708183,
0.022059176117181778,
0.17305299639701843,
-0.08067180961370468,
0.027929941192269325,
0.05004730448126793,
-0.03334664925932884,
0.1225728914141655,
-0.07749255001544952,
-0.0130006680265069,
0.11107799410820007,
-0.017344031482934952,
0.020386451855301857,
0.015911642462015152,
0.321786105632782,
0.012793739326298237,
0.031549349427223206,
0.07509331405162811,
0.004641542676836252,
0.05399017781019211,
0.08592698723077774,
0.015287249349057674,
-0.10515401512384415,
0.07365500181913376,
0.053789518773555756,
-0.09195578098297119,
-0.1337462067604065,
-0.03178740665316582,
-0.06295210868120193,
0.018377745524048805,
0.07818001508712769,
0.06705041229724884,
0.08702594041824341,
0.06877101212739944,
0.04080965742468834,
0.09042216837406158,
0.0002709537511691451,
-0.010677835904061794,
0.11289051920175552,
-0.018581749871373177,
0.07096980512142181,
-0.0141120171174407,
0.02626338228583336,
0.04935658350586891,
0.12695446610450745,
0.06418963521718979,
-0.07558903843164444,
0.024903111159801483,
0.05380476638674736,
0.2923724353313446,
-0.00511576933786273,
0.09942048788070679,
-0.07165701687335968,
-0.020087575539946556,
-0.012876059859991074,
-0.031602099537849426,
-0.08611224591732025,
0.04154687002301216,
0.009212172590196133,
0.05790695920586586,
-0.0025879312306642532,
-0.00050112244207412,
0.07788389921188354,
0.09517701715230942,
0.16684189438819885,
-0.2861690819263458,
-0.10541892051696777,
-0.011134089902043343,
0.11542210727930069,
-0.09569238871335983,
0.016318857669830322,
0.22510360181331635,
0.01965336687862873,
-0.10895603150129318,
-0.031794480979442596,
0.0305477287620306,
-0.004160500131547451,
0.01549921091645956,
0.13027654588222504,
0.11410193145275116,
0.0013551336014643312,
0.08492128551006317,
-0.30027419328689575,
0.03473859280347824,
0.05703248083591461,
0.040042631328105927,
-0.03116016462445259,
0.003734297351911664,
-0.07034774869680405,
-0.08240098506212234,
0.038768261671066284,
0.004138266667723656,
0.1705280989408493,
-0.2976781725883484,
-0.07360395789146423,
-0.00185823580250144,
0.1271347999572754,
0.05303133279085159,
0.04872012883424759,
0.02403664030134678,
0.04942479729652405,
0.08176594227552414,
0.08706773817539215,
-0.02611609175801277,
-0.11035197973251343,
-0.004661462735384703,
0.13897009193897247,
-0.12668536603450775,
-0.05941249430179596,
-0.05124782398343086,
-0.022857125848531723,
0.03539132699370384,
-0.15729300677776337,
-0.04396966099739075,
-0.05650247633457184,
0.03282100334763527,
0.1437554955482483,
-0.034790076315402985,
0.0006096545839682221,
-0.012934640981256962,
0.015886543318629265,
-0.032133374363183975,
-0.08068639785051346,
0.10920129716396332,
-0.044809311628341675,
-0.13727150857448578,
-0.045596521347761154,
0.1377175748348236,
0.0731605812907219,
-0.00359351746737957,
-0.09041156619787216,
-0.050021663308143616,
0.031252212822437286,
-0.1371932029724121,
0.01997753418982029,
0.08576954901218414,
-0.07234665006399155,
0.0698034018278122,
-0.11751603335142136,
0.2458948791027069,
-0.0524151511490345,
0.0896567553281784,
0.0709720253944397,
0.31162014603614807,
-0.08235272765159607,
0.02873161807656288,
0.09803200513124466,
-0.026654057204723358,
-0.26190292835235596,
0.029979633167386055,
0.05638238042593002,
0.04938185587525368,
-0.02843460999429226,
-0.18719743192195892,
0.036363113671541214,
0.06459816545248032,
0.016497470438480377,
0.13878561556339264,
-0.3157224655151367,
-0.0721718817949295,
0.04020849987864494,
0.047762200236320496,
0.11962796002626419,
-0.04890049248933792,
0.011267954483628273,
0.010984989814460278,
-0.016328759491443634,
0.16383521258831024,
-0.08632995188236237,
0.11082419753074646,
-0.012934541329741478,
0.02104428969323635,
0.010682103224098682,
-0.040459323674440384,
0.1487898826599121,
-0.003343862947076559,
0.09072566032409668,
0.025223324075341225,
-0.06733614206314087,
0.06636755168437958,
-0.07327944040298462,
0.011974047869443893,
-0.05378776043653488,
0.09185262024402618,
-0.045282598584890366,
0.0010139745427295566,
-0.06246977299451828,
-0.024063177406787872,
-0.06749105453491211,
-0.06296666711568832,
-0.10791633278131485,
0.08884958922863007,
0.000746204168535769,
-0.02908109501004219,
-0.04201129451394081,
0.054056353867053986,
0.035463664680719376,
0.4493359923362732,
-0.05227240175008774,
-0.053069330751895905,
0.08815151453018188,
0.09277763962745667,
-0.01794450543820858,
0.09321408718824387,
-0.12357188761234283,
0.04079055041074753,
0.12765155732631683,
0.004561528097838163,
0.13461217284202576,
0.08197237551212311,
-0.10337455570697784,
-0.004654042888432741,
0.042563386261463165,
-0.13127627968788147,
-0.08014523237943649,
-0.03295697271823883,
-0.01872093789279461,
-0.1190016120672226,
-0.015042198821902275,
0.09247755259275436,
-0.03084845095872879,
0.053225692361593246,
0.02725985273718834,
0.04755283519625664,
-0.13321809470653534,
0.15661577880382538,
0.03548196330666542,
0.08438514173030853,
-0.08233853429555893,
0.0957811176776886,
0.030104901641607285,
0.004610141273587942,
0.04891415685415268,
-0.02637943997979164,
-0.10149519145488739,
0.019178146496415138,
-0.03032047301530838,
-0.08386382460594177,
0.12455578148365021,
-0.03086884878575802,
-0.04816962778568268,
-0.08449167013168335,
0.00968680065125227,
0.06828322261571884,
0.05217857286334038,
0.10059580206871033,
-0.031775325536727905,
0.02660980448126793,
-0.12699167430400848,
0.08317403495311737,
-0.024292631074786186,
0.012828993611037731,
-0.1356390118598938,
0.06760798394680023,
-0.02659040130674839,
0.057388827204704285,
-0.01863805763423443,
-0.01973152346909046,
-0.2173939198255539,
0.02618231251835823,
-0.025557123124599457,
0.0038494919426739216,
0.04102040454745293,
0.027889033779501915,
0.026005011051893234,
0.05082876980304718,
-0.035126328468322754,
0.027516542002558708,
-0.031932324171066284,
-0.05281057208776474,
0.04515986144542694,
-0.001467780559323728,
-0.02854740433394909,
-0.051517583429813385,
0.06076597422361374,
-0.11085972934961319,
0.03777240961790085,
0.01833501085639,
-0.05718983709812164,
0.07385632395744324,
0.034146055579185486,
0.025609485805034637,
0.09601592272520065,
0.05744863301515579,
0.03817358240485191,
-0.06451597064733505,
0.03407379239797592,
-0.0191631019115448,
-0.006845394615083933,
0.040695060044527054,
0.11625181883573532,
-0.04832686111330986,
-0.06327467411756516,
-0.1486724466085434,
-0.010981161147356033,
-0.048681098967790604,
0.043675489723682404,
0.14957195520401,
0.10375252366065979,
0.09278536587953568,
-0.08544762432575226,
-0.0226217620074749,
-0.14531907439231873,
-0.08078242838382721,
0.060537077486515045,
-0.044578637927770615,
-0.05809058994054794,
-0.04991595074534416,
0.072527676820755,
-0.014007162302732468,
0.13561315834522247,
-0.08526904881000519,
-0.1192963719367981,
-0.05781520903110504,
-0.2013944536447525,
-0.12102537602186203,
0.006627216935157776,
0.2745034396648407,
0.03526143729686737,
-0.04139144718647003,
-0.07936355471611023,
0.0031785741448402405,
0.07116973400115967,
0.16906431317329407,
0.0312589667737484,
0.110907644033432,
-0.11192750185728073,
0.10478517413139343,
0.039009008556604385,
-0.05691129341721535,
0.10796307027339935,
0.3328118920326233,
-0.08219370990991592,
0.02072407677769661,
-0.10421788692474365,
0.10153460502624512,
0.002255996223539114,
-0.13901546597480774,
0.010607997886836529,
-0.03188878297805786,
-0.16198381781578064,
-0.10664700716733932,
0.016538817435503006,
-0.07478190958499908,
-0.1838442087173462,
-0.017796620726585388,
-0.11684910207986832,
-0.07336822152137756,
0.10155867785215378,
0.040450263768434525,
-0.03009716235101223,
0.20794062316417694,
-0.07158278673887253,
0.04586811363697052,
-0.003929977770894766,
-0.016108684241771698,
-0.01862870156764984,
-0.03230820968747139,
-0.10202806442975998,
0.13945409655570984,
0.021661214530467987,
0.10333898663520813,
-0.0020766255911439657,
0.07358334958553314,
0.037272170186042786,
-0.0280001163482666,
-0.04698936268687248,
-0.011088578961789608,
0.0020344743970781565,
-0.05577605590224266,
0.11701337993144989,
0.05259020999073982,
-0.0886714980006218,
-0.07409586012363434,
-0.009580516256392002,
-0.07335926592350006,
-0.038215573877096176,
-0.1547286957502365,
0.2329166978597641,
-0.030917182564735413,
0.12437079846858978,
0.003149752039462328,
-0.06306970119476318,
-0.09483032673597336,
0.14517559111118317,
0.12407895922660828,
-0.11817460507154465,
-0.009399796836078167,
0.09650255739688873,
-0.005866600200533867,
-0.09527475386857986,
0.14510999619960785,
0.08037827908992767,
-0.02563084289431572,
0.025037124752998352,
-0.022733965888619423,
-0.021453559398651123,
-0.015347006730735302,
0.015540610998868942,
-0.030597979202866554,
0.029416168108582497,
0.042662251740694046,
-0.1463923156261444,
-0.03498699516057968,
-0.08044791221618652,
-0.08698305487632751,
0.18581046164035797,
-0.14277657866477966,
-0.07864214479923248,
-0.04254341498017311,
-0.08468645066022873,
-0.10728199034929276,
0.021719660609960556,
-0.10976678878068924,
0.06724512577056885,
0.05545623227953911,
-0.05225260928273201,
-0.0009250067523680627,
-0.03164041042327881,
0.0032662637531757355,
0.03487436845898628,
0.07120268791913986,
-0.01732550375163555,
0.05975370481610298,
0.12397127598524094,
-0.019730931147933006,
-0.04827846959233284,
0.11225178092718124,
0.021490709856152534,
-0.035946041345596313,
-0.14605534076690674,
0.03688865900039673,
-0.022579049691557884,
0.12442220002412796,
0.032534532248973846,
-0.05697030946612358,
-0.014126471243798733,
-0.2196122705936432,
-0.008397997356951237,
-0.1463952362537384,
-0.07968004047870636,
-0.06731394678354263,
0.10560601949691772,
0.17703479528427124,
-0.055034078657627106,
0.019445886835455894,
-0.03590158373117447,
0.04178448021411896,
-0.05044577643275261,
0.07704321295022964,
-0.0026474366895854473,
-0.1442994624376297,
0.05290527641773224,
-0.054687224328517914,
0.009347786195576191,
-0.3066256046295166,
-0.009464235045015812,
0.024085188284516335,
-0.03251948952674866,
-0.03590572252869606,
0.16143204271793365,
0.021979082375764847,
0.06882719695568085,
-0.05558779463171959,
-0.25186118483543396,
-0.07091144472360611,
0.13138745725154877,
-0.0019314914243295789,
-0.07031361013650894
] |
null | null | null | Reference: https://civitai.com/models/118406/counterfeitxl?modelVersionId=146761 | {} | null | Remilistrasza/CounterfeitXL | [
"region:us"
] | 2023-11-11T03:06:49+00:00 | [] | [] | TAGS
#region-us
| Reference: URL | [] | [
"TAGS\n#region-us \n"
] | [
6
] | [
"passage: TAGS\n#region-us \n"
] | [
0.024608636274933815,
-0.026205500587821007,
-0.009666500613093376,
-0.10395516455173492,
0.08638657629489899,
0.059816278517246246,
0.01882290467619896,
0.020661840215325356,
0.23975107073783875,
-0.005599027033895254,
0.1219947561621666,
0.0015615287702530622,
-0.037353623658418655,
0.03733762726187706,
-0.0035912662278860807,
-0.17583473026752472,
0.03876631706953049,
-0.018274923786520958,
0.01843859627842903,
0.026470553129911423,
-0.07776834815740585,
-0.07564429938793182,
0.015296397730708122,
-0.10247814655303955,
-0.083692267537117,
0.11002834886312485,
0.031466204673051834,
-0.019670886918902397,
0.10779199749231339,
-0.04243955761194229,
0.18699054419994354,
-0.011512263678014278,
-0.11213519424200058,
-0.2536850869655609,
0.021806683391332626,
-0.01765260472893715,
-0.08747660368680954,
0.01506110467016697,
0.0665089413523674,
-0.09014441072940826,
-0.0588928684592247,
0.0795099288225174,
-0.01132340170443058,
0.04246443510055542,
-0.27593839168548584,
-0.12684126198291779,
-0.05297930911183357,
-0.1421966552734375,
0.08651168644428253,
0.04035491496324539,
0.008764253929257393,
0.15506891906261444,
-0.20897391438484192,
0.004104613792151213,
0.08255259692668915,
-0.2538507878780365,
0.05591634660959244,
0.17671173810958862,
0.03623908758163452,
0.18037272989749908,
0.0060391901060938835,
0.11029672622680664,
0.0716743916273117,
-0.024263937026262283,
-0.17590197920799255,
-0.08127854019403458,
-0.04696211963891983,
0.16642488539218903,
-0.06727185100317001,
-0.14248386025428772,
0.34701237082481384,
0.00015008423360995948,
0.009657775051891804,
0.16921205818653107,
-0.059524230659008026,
-0.09972117841243744,
0.07259953022003174,
0.016484731808304787,
0.018492350354790688,
0.1471305936574936,
0.16307872533798218,
-0.0458691343665123,
-0.13837823271751404,
-0.018630273640155792,
-0.22798998653888702,
0.17510560154914856,
-0.03248048573732376,
0.13137903809547424,
-0.27447956800460815,
0.01684025302529335,
-0.2570667266845703,
0.0032130838371813297,
0.04178816080093384,
-0.06004921346902847,
-0.0226522795855999,
-0.013265985064208508,
-0.08018817007541656,
0.004899587947875261,
0.06192673370242119,
0.1266920566558838,
-0.06128726154565811,
0.06128238886594772,
-0.09319206327199936,
0.141696035861969,
0.07166698575019836,
0.07868369668722153,
0.13037432730197906,
0.041205424815416336,
-0.07187089323997498,
-0.21872246265411377,
-0.0026476888451725245,
-0.06275863200426102,
-0.09502086788415909,
-0.0020165652967989445,
-0.11606067419052124,
0.17244569957256317,
-0.030802514404058456,
-0.09825427830219269,
-0.11208184063434601,
0.09148659557104111,
-0.032992321997880936,
-0.03437839448451996,
-0.03552987426519394,
-0.020977836102247238,
0.019381176680326462,
0.04704452306032181,
-0.1548958420753479,
-0.005131472367793322,
0.07039852440357208,
0.11502562463283539,
-0.1346137970685959,
-0.003783059772104025,
-0.07908964157104492,
0.03039063885807991,
0.07654735445976257,
-0.16510222852230072,
0.03158547356724739,
-0.1124754324555397,
-0.07531405985355377,
0.002912673633545637,
-0.015710093080997467,
-0.016202643513679504,
0.166526660323143,
-0.0020451415330171585,
0.0714716836810112,
-0.026345307007431984,
-0.05890209600329399,
-0.11243434250354767,
-0.08489254862070084,
0.05390460044145584,
0.03670717030763626,
0.03266148269176483,
-0.2193479984998703,
0.014805203303694725,
-0.12762966752052307,
0.1360815018415451,
-0.10566820204257965,
-0.04705966264009476,
-0.022842247039079666,
0.20562705397605896,
0.037286072969436646,
0.08762791007757187,
-0.22171171009540558,
0.039756543934345245,
-0.05404696613550186,
0.18480908870697021,
-0.1502426266670227,
-0.0799463614821434,
0.20813211798667908,
-0.07964949309825897,
-0.10115210711956024,
0.021235812455415726,
0.020391687750816345,
0.026287272572517395,
0.0766737088561058,
0.4564172327518463,
-0.09766800701618195,
-0.09146861732006073,
0.10178250074386597,
0.17055274546146393,
-0.12427149713039398,
-0.1827561855316162,
0.06446871906518936,
-0.16666454076766968,
-0.1973118633031845,
0.0018917324487119913,
0.09222044050693512,
0.038269978016614914,
-0.07875611633062363,
-0.020746968686580658,
0.06325206160545349,
-0.0007678253459744155,
0.09095914661884308,
0.03755716234445572,
0.09034032374620438,
-0.08716782182455063,
0.11115926504135132,
-0.05017651244997978,
0.004037132486701012,
0.1343354731798172,
0.027325427159667015,
-0.03223329409956932,
0.08694463223218918,
-0.0485352948307991,
0.05295134335756302,
-0.1662379503250122,
-0.15068690478801727,
0.03398871049284935,
0.06283251196146011,
0.03186952322721481,
0.1280253529548645,
0.08141885697841644,
-0.10732853412628174,
0.022690722718834877,
-0.004228927195072174,
0.058398615568876266,
0.03891623765230179,
0.006107209715992212,
0.008764320984482765,
0.0961301177740097,
-0.10607069730758667,
-0.13589619100093842,
-0.07336436957120895,
-0.014715781435370445,
0.14371353387832642,
-0.0302802175283432,
0.07690227776765823,
-0.004240254405885935,
0.00013200697139836848,
0.06930823624134064,
0.08137880265712738,
0.016412746161222458,
0.08971183747053146,
-0.05237193778157234,
-0.05160155147314072,
0.10863113403320312,
-0.13533565402030945,
0.17837053537368774,
0.14053137600421906,
-0.20532016456127167,
0.029453208670020103,
-0.06838275492191315,
0.03670361638069153,
-0.008162540383636951,
0.0975119024515152,
-0.08272241055965424,
-0.02106042578816414,
0.013134466484189034,
0.0052274600602686405,
-0.013007243163883686,
0.017682146281003952,
-0.07295988500118256,
-0.07787393033504486,
-0.10233919322490692,
0.08436838537454605,
0.11562882363796234,
-0.10282530635595322,
0.14214380085468292,
0.4384984076023102,
0.11495281755924225,
0.21582984924316406,
-0.09581480920314789,
-0.0412987545132637,
0.007486371789127588,
0.0001535322517156601,
-0.04476691037416458,
0.08031861484050751,
-0.15973517298698425,
-0.038901735097169876,
0.027348900213837624,
0.07128690183162689,
0.11475157737731934,
-0.14959022402763367,
-0.09639324247837067,
-0.00793045200407505,
0.0022841424215584993,
-0.1249532699584961,
0.023905446752905846,
-0.03974650055170059,
0.04015624523162842,
0.07232289016246796,
-0.021535737439990044,
0.13939237594604492,
-0.04166141897439957,
-0.0639561116695404,
0.07585346698760986,
-0.2017085999250412,
-0.23179671168327332,
-0.12309670448303223,
-0.14680525660514832,
0.04366797208786011,
0.05154111236333847,
0.01726446859538555,
-0.17635835707187653,
-0.015074856579303741,
0.07706750929355621,
0.07820965349674225,
-0.20886357128620148,
-0.022814949974417686,
-0.004290030337870121,
0.0895976573228836,
-0.10227091610431671,
-0.0017130117630586028,
-0.04419664293527603,
-0.10150232166051865,
0.0017003051470965147,
0.07279510796070099,
-0.137485533952713,
0.13807645440101624,
0.21589438617229462,
0.07225540280342102,
0.07359948754310608,
-0.019093448296189308,
0.09936179965734482,
-0.10856141895055771,
-0.16549113392829895,
0.08348225057125092,
-0.06234746053814888,
0.047262318432331085,
0.17534415423870087,
0.03307317942380905,
-0.13904969394207,
-0.015682822093367577,
-0.0402069091796875,
-0.15603256225585938,
-0.238995760679245,
-0.09178274869918823,
-0.1182505264878273,
0.16442428529262543,
0.0009358620154671371,
0.06651917099952698,
0.08258313685655594,
-0.022042419761419296,
0.16447891294956207,
-0.07379321753978729,
-0.07578866183757782,
-0.006978808436542749,
0.12375060468912125,
-0.056660156697034836,
-0.03080669604241848,
-0.10566964000463486,
-0.008295975625514984,
0.1151021271944046,
0.15304014086723328,
0.12214863300323486,
0.2957419455051422,
0.08268889784812927,
0.026645636186003685,
0.08958091586828232,
0.17622539401054382,
0.09495089203119278,
0.07838419824838638,
-0.045413073152303696,
-0.014814783819019794,
0.014317171648144722,
-0.04022889584302902,
0.010141594335436821,
0.14683100581169128,
-0.2679629921913147,
-0.006678564939647913,
-0.2710230350494385,
0.0965198427438736,
-0.10913380235433578,
0.11837165057659149,
-0.01015760749578476,
0.10194015502929688,
0.11082887649536133,
0.03233652561903,
-0.03858073800802231,
0.16613617539405823,
0.08450309932231903,
-0.11277695000171661,
0.001758623169735074,
0.03737903758883476,
0.09715615212917328,
-0.02818971499800682,
0.12721189856529236,
-0.11048974841833115,
-0.1464834064245224,
0.013753619976341724,
0.07152791321277618,
-0.15373679995536804,
0.3138748109340668,
0.012069208547472954,
-0.13481520116329193,
-0.01481647603213787,
-0.09957809001207352,
-0.006440147757530212,
0.1254177987575531,
0.09333524852991104,
0.07935678958892822,
-0.2185502052307129,
-0.13339371979236603,
0.05872276425361633,
-0.00575496768578887,
0.22408108413219452,
-0.034034017473459244,
-0.11356475204229355,
-0.027013886719942093,
0.04241163283586502,
-0.06043251231312752,
0.08524788916110992,
0.023536119610071182,
-0.08113526552915573,
-0.032957352697849274,
0.05323701351881027,
0.012368366122245789,
0.00524376705288887,
0.09360801428556442,
0.020107939839363098,
-0.0009265501867048442,
0.01785753294825554,
0.047885000705718994,
-0.0675911232829094,
-0.1984109878540039,
0.09357594698667526,
-0.05215044692158699,
0.0015536568826064467,
-0.08013670891523361,
-0.15122665464878082,
-0.08837161958217621,
-0.16009655594825745,
0.12540200352668762,
-0.034406669437885284,
0.12700119614601135,
-0.06619787961244583,
0.17341409623622894,
-0.07871770113706589,
0.04481020197272301,
-0.047349292784929276,
0.050332702696323395,
-0.007268077693879604,
-0.07756082713603973,
0.16585899889469147,
-0.15564003586769104,
0.01809087023139,
0.19572502374649048,
-0.018915493041276932,
0.07177707552909851,
0.021322092041373253,
-0.0636206790804863,
0.23147478699684143,
0.3014698624610901,
0.008138049393892288,
0.1665448248386383,
0.3018903136253357,
-0.07466315478086472,
-0.2642788887023926,
-0.05505012720823288,
-0.2841376066207886,
-0.05371501296758652,
0.10716094076633453,
-0.22523896396160126,
0.06986407935619354,
0.14383509755134583,
-0.06471995264291763,
0.30228954553604126,
-0.21825523674488068,
0.012589273042976856,
0.15434536337852478,
-0.08868814259767532,
0.5515313148498535,
-0.1133413165807724,
-0.17677772045135498,
-0.008122089318931103,
-0.08741296827793121,
0.10602109134197235,
-0.0340677872300148,
0.06877441704273224,
0.013465235009789467,
0.04797380417585373,
0.048932258039712906,
-0.03111894056200981,
0.22701001167297363,
0.008710170164704323,
0.09015397727489471,
-0.07378865778446198,
-0.18624304234981537,
0.11639340221881866,
-0.04359482601284981,
-0.08891059458255768,
0.0849778801202774,
-0.05942516401410103,
-0.11078983545303345,
0.04663389176130295,
-0.07950539886951447,
-0.024862350896000862,
0.08423490077257156,
-0.04678233340382576,
-0.042606171220541,
-0.008054176345467567,
-0.1618063747882843,
-0.0002289071271661669,
0.31360217928886414,
-0.07096036523580551,
0.16695955395698547,
0.03677211329340935,
0.00038613268407061696,
-0.11027684062719345,
0.030288029462099075,
-0.05203165486454964,
-0.021576624363660812,
0.09578979015350342,
-0.11096979677677155,
0.03204701095819473,
0.14160704612731934,
-0.04864364117383957,
0.05846960097551346,
0.09256096184253693,
-0.0849417969584465,
0.007583672646433115,
0.17753590643405914,
-0.17537221312522888,
-0.1273445188999176,
-0.006135711446404457,
-0.09862716495990753,
0.14055661857128143,
0.04394126310944557,
0.05191568285226822,
0.16669964790344238,
0.03967129811644554,
-0.029474308714270592,
-0.02817419543862343,
-0.1153380498290062,
-0.0201893113553524,
0.040153320878744125,
0.00045633706031367183,
-0.08791285753250122,
0.2262638509273529,
0.06409153342247009,
-0.1328488290309906,
-0.051157206296920776,
0.2161225974559784,
-0.06805316358804703,
-0.04911920800805092,
-0.223562553524971,
0.10752306133508682,
-0.07112517952919006,
-0.0965060144662857,
0.05453834682703018,
-0.02270081453025341,
0.005106312222778797,
0.181985542178154,
0.03941008821129799,
0.11070270836353302,
0.03738937899470329,
-0.02448922023177147,
0.15798696875572205,
-0.142850860953331,
-0.14191335439682007,
-0.025354057550430298,
-0.08757315576076508,
-0.13844476640224457,
-0.026804137974977493,
0.1617041826248169,
-0.09177309274673462,
-0.14772607386112213,
-0.2621181011199951,
0.10968475043773651,
-0.16432365775108337,
-0.10192688554525375,
-0.03469514101743698,
-0.08968492597341537,
0.0696166530251503,
0.030301768332719803,
-0.03093348816037178,
-0.06706760823726654,
-0.18593791127204895,
0.0816768929362297,
0.06349513679742813,
0.045533183962106705,
-0.017847947776317596,
0.0067379772663116455,
0.1720137596130371,
0.025955144315958023,
0.10040043294429779,
0.16762186586856842,
0.011397695168852806,
0.2246655523777008,
-0.1671202927827835,
-0.11496317386627197,
0.1336962729692459,
-0.026543032377958298,
0.06762003898620605,
0.16792191565036774,
-0.0772583931684494,
0.015526676550507545,
-0.028136352077126503,
0.07066910713911057,
-0.11003983020782471,
-0.105624258518219,
0.007937257178127766,
0.02567129209637642,
-0.2755882740020752,
-0.005599735304713249,
-0.19717298448085785,
0.14788752794265747,
0.02579621411859989,
0.03297143429517746,
0.10257530212402344,
0.10404334217309952,
0.08312062919139862,
-0.0017710148822516203,
0.03226327523589134,
-0.1176818460226059,
0.02753005363047123,
-0.059239376336336136,
-0.020663779228925705,
0.017624232918024063,
0.36952024698257446,
-0.03603357449173927,
-0.046802736818790436,
0.003710439894348383,
0.1307835876941681,
-0.02139742486178875,
0.017395347356796265,
0.13209912180900574,
0.12607666850090027,
-0.08595693111419678,
-0.1504845917224884,
0.04888554662466049,
-0.04565655067563057,
-0.02836887165904045,
0.1464131623506546,
0.05905961990356445,
0.1050296202301979,
0.0908031314611435,
-0.014463032595813274,
-0.00318976235575974,
0.012856799177825451,
-0.15486004948616028,
0.06223496049642563,
-0.010558074340224266,
0.012565906159579754,
0.017934376373887062,
0.15238402783870697,
-0.005540105979889631,
0.07739730179309845,
-0.09889880567789078,
0.004208535887300968,
-0.13498884439468384,
-0.07913459837436676,
0.03617347031831741,
-0.13393273949623108,
0.04141177982091904,
-0.01871878281235695,
0.029611799865961075,
0.30386561155319214,
0.02558239921927452,
-0.020639164373278618,
0.12512871623039246,
-0.1214587539434433,
-0.12050267308950424,
-0.001594188273884356,
-0.029960084706544876,
0.0791488066315651,
-0.02633434161543846,
-0.0997740775346756,
-0.1001306027173996,
-0.15166029334068298,
-0.09759195148944855,
0.05182836204767227,
-0.04993441700935364,
-0.059362251311540604,
-0.17634081840515137,
-0.05707859992980957,
-0.05147340148687363,
0.14025864005088806,
-0.12263951450586319,
0.15159130096435547,
-0.014490418136119843,
0.004084470681846142,
0.04405883327126503,
0.1950942426919937,
-0.03644494712352753,
0.08714226633310318,
0.0154351145029068,
0.1522706001996994,
-0.05119588226079941,
0.14720745384693146,
-0.10931728035211563,
-0.04014137014746666,
-0.06710435450077057,
0.21513493359088898,
0.25630924105644226,
-0.06136954948306084,
-0.008937356993556023,
-0.012760217301547527,
0.058654606342315674,
0.1073930487036705,
0.16049085557460785,
0.002326392102986574,
0.2802925705909729,
-0.03133585304021835,
0.04815128445625305,
0.02901598811149597,
0.013607407920062542,
-0.06336209923028946,
0.03397751972079277,
0.07539387792348862,
-0.035039983689785004,
-0.1412304788827896,
0.15837742388248444,
-0.21980468928813934,
0.18157227337360382,
0.11640069633722305,
-0.19996967911720276,
-0.013728445395827293,
-0.04882071167230606,
0.1689416468143463,
-0.0856364443898201,
0.1637246012687683,
-0.0903693437576294,
-0.2108195722103119,
-0.2056000679731369,
0.03867346793413162,
-0.34623071551322937,
-0.254462867975235,
0.10422009229660034,
0.1488201916217804,
0.04015883058309555,
-0.018507536500692368,
-0.019967829808592796,
-0.018367022275924683,
0.04877542704343796,
-0.0067357709631323814,
0.06014643982052803,
0.031397558748722076,
-0.02988368645310402,
-0.24127542972564697,
-0.029804671183228493,
0.023964406922459602,
-0.07093082368373871,
0.07464958727359772,
-0.06874357163906097,
-0.022495782002806664,
0.08059766888618469,
-0.03066304884850979,
0.03298592567443848,
-0.035373736172914505,
-0.16326889395713806,
0.027529051527380943,
0.03900543600320816,
0.036012712866067886,
0.00634160777553916,
0.0008072225609794259,
-0.03455270454287529,
0.0644603744149208,
-0.16716794669628143,
-0.16015739738941193,
0.14140215516090393,
-0.06745140254497528,
0.2779497504234314,
-0.05812826007604599,
-0.0809100940823555,
0.04766704887151718,
-0.03426874056458473,
0.1807648241519928,
-0.07756473124027252,
0.047254521399736404,
0.12766779959201813,
0.011127962730824947,
0.03121316432952881,
-0.3092964291572571,
0.11082969605922699,
-0.000795336440205574,
-0.006093299947679043,
-0.07581598311662674
] |
null | null | diffusers |
# Example Fine-Tuned Model for Unit 2 of the [Diffusion Models Class 🧨](https://github.com/huggingface/diffusion-models-class)
Describe your model here
## Usage
```python
from diffusers import DDPMPipeline
pipeline = DDPMPipeline.from_pretrained('SelimEmirCan/ddpm-celebahq-finetuned-butterflies-2epochs')
image = pipeline().images[0]
image
```
| {"license": "mit", "tags": ["pytorch", "diffusers", "unconditional-image-generation", "diffusion-models-class"]} | unconditional-image-generation | SelimEmirCan/ddpm-celebahq-finetuned-butterflies-2epochs | [
"diffusers",
"safetensors",
"pytorch",
"unconditional-image-generation",
"diffusion-models-class",
"license:mit",
"diffusers:DDPMPipeline",
"region:us"
] | 2023-11-11T03:10:02+00:00 | [] | [] | TAGS
#diffusers #safetensors #pytorch #unconditional-image-generation #diffusion-models-class #license-mit #diffusers-DDPMPipeline #region-us
|
# Example Fine-Tuned Model for Unit 2 of the Diffusion Models Class
Describe your model here
## Usage
| [
"# Example Fine-Tuned Model for Unit 2 of the Diffusion Models Class \n\nDescribe your model here",
"## Usage"
] | [
"TAGS\n#diffusers #safetensors #pytorch #unconditional-image-generation #diffusion-models-class #license-mit #diffusers-DDPMPipeline #region-us \n",
"# Example Fine-Tuned Model for Unit 2 of the Diffusion Models Class \n\nDescribe your model here",
"## Usage"
] | [
52,
24,
3
] | [
"passage: TAGS\n#diffusers #safetensors #pytorch #unconditional-image-generation #diffusion-models-class #license-mit #diffusers-DDPMPipeline #region-us \n# Example Fine-Tuned Model for Unit 2 of the Diffusion Models Class \n\nDescribe your model here## Usage"
] | [
-0.11328456550836563,
0.010007885284721851,
-0.005417209584265947,
-0.03519323468208313,
0.07947906106710434,
0.015056989155709743,
0.20855848491191864,
-0.025194114074110985,
0.045051634311676025,
-0.006291828118264675,
0.1105618104338646,
0.06885572522878647,
-0.01419098861515522,
0.06829877942800522,
-0.03755113482475281,
-0.3196207284927368,
0.04527927562594414,
0.010505900718271732,
-0.07737173140048981,
0.08525273948907852,
0.10328775644302368,
-0.10948356986045837,
0.1002930998802185,
0.036413222551345825,
-0.04117066413164139,
-0.05597174912691116,
0.01906363107264042,
-0.04343237355351448,
0.08351950347423553,
-0.019997622817754745,
0.09968629479408264,
0.12944044172763824,
0.15372136235237122,
-0.12426537275314331,
0.033880215138196945,
-0.020621955394744873,
-0.029621627181768417,
0.0850430354475975,
0.05317213386297226,
0.09987322241067886,
0.1495714634656906,
0.05083707347512245,
0.04415815696120262,
0.0071526444517076015,
-0.11843256652355194,
-0.06382197141647339,
0.037502557039260864,
0.06171244755387306,
0.09422846883535385,
0.004682295024394989,
-0.002613687887787819,
0.11764772981405258,
-0.14652904868125916,
0.008469678461551666,
0.011857871897518635,
-0.269466757774353,
0.010328587144613266,
0.1963772028684616,
0.13178293406963348,
0.05586131289601326,
-0.05550456792116165,
0.07295103371143341,
0.013078673742711544,
0.003576700109988451,
0.09073150157928467,
-0.05994481220841408,
0.15726205706596375,
-0.01499533373862505,
-0.14089897274971008,
-0.005937077570706606,
0.20649003982543945,
0.032075148075819016,
-0.0058106714859604836,
-0.1263643503189087,
-0.10864733159542084,
0.15449245274066925,
-0.050280362367630005,
-0.14656893908977509,
0.029188785701990128,
0.05080658569931984,
-0.003652063896879554,
0.004047031048685312,
-0.11008353531360626,
-0.053675778210163116,
-0.10879465192556381,
0.16155540943145752,
0.005133234430104494,
0.08786994218826294,
-0.1535787582397461,
0.1233404353260994,
-0.17904157936573029,
-0.08338957279920578,
0.07238251715898514,
-0.16717667877674103,
0.07680889964103699,
0.04355515167117119,
0.02156456746160984,
0.03204018250107765,
0.08113902062177658,
0.09189718216657639,
0.042400579899549484,
-0.08904515206813812,
0.13155418634414673,
0.08197490870952606,
0.1260947287082672,
-0.029261957854032516,
-0.11557026207447052,
0.04825173690915108,
-0.030797524377703667,
0.060669295489788055,
-0.021338744089007378,
-0.02012014016509056,
-0.0791800394654274,
0.0023797471076250076,
-0.0075663067400455475,
0.07018472254276276,
0.021507281810045242,
0.0007972461171448231,
-0.06456669420003891,
-0.0972926989197731,
0.25839054584503174,
-0.015660788863897324,
0.020459013059735298,
-0.00023730755492579192,
0.018319789320230484,
0.1599111109972,
0.027049146592617035,
0.02275887504220009,
0.03722406178712845,
0.06207054480910301,
-0.09654168039560318,
-0.03328786790370941,
-0.04139794781804085,
-0.06157625466585159,
-0.02153019793331623,
-0.10137569159269333,
0.04120833799242973,
-0.13932418823242188,
-0.11323932558298111,
0.06510740518569946,
0.05221610516309738,
-0.015725955367088318,
-0.023353924974799156,
0.022356344386935234,
-0.023819783702492714,
-0.04291553422808647,
-0.014218205586075783,
-0.04692655801773071,
-0.03621599078178406,
0.05462539941072464,
-0.03879983723163605,
0.03316441923379898,
-0.15428954362869263,
0.059713881462812424,
-0.03703751042485237,
0.0847197026014328,
-0.08596809208393097,
0.03444700688123703,
-0.07660619169473648,
-0.04825112968683243,
-0.034238990396261215,
-0.11097417771816254,
-0.036296918988227844,
0.016082746908068657,
-0.017119595780968666,
0.18931901454925537,
-0.1917041391134262,
-0.08214405924081802,
-0.0012178472243249416,
-0.192892387509346,
0.017718717455863953,
0.013915544375777245,
-0.0007165641873143613,
0.01988038420677185,
0.04653026908636093,
0.09775517880916595,
0.0639863908290863,
-0.23691172897815704,
0.13095536828041077,
0.0984860509634018,
-0.11810573935508728,
-0.004590529948472977,
0.0984010100364685,
-0.015438917092978954,
0.01070311013609171,
0.015485371463000774,
-0.2381790429353714,
0.04646807163953781,
-0.14478135108947754,
-0.05918796360492706,
0.006246764212846756,
-0.052860766649246216,
0.1699037253856659,
0.03267821669578552,
0.037627749145030975,
0.07254599034786224,
0.023608122020959854,
0.08518397808074951,
0.09121402353048325,
-0.003355706110596657,
-0.05845469981431961,
-0.09481241554021835,
0.17796489596366882,
-0.039093416184186935,
-0.008476403541862965,
-0.1577739417552948,
-0.026571670547127724,
0.029610682278871536,
0.0967559665441513,
-0.02781103551387787,
0.2357047200202942,
0.09337547421455383,
0.11419274657964706,
-0.05267295241355896,
-0.028589872643351555,
-0.06627139449119568,
0.050594814121723175,
-0.008528666570782661,
-0.13400967419147491,
-0.03821907564997673,
-0.06368950754404068,
0.01827402412891388,
-0.16990116238594055,
-0.010557906702160835,
-0.04609869420528412,
0.08711554110050201,
0.08148995041847229,
0.00741239171475172,
-0.03851909935474396,
-0.015291831456124783,
0.02143934741616249,
-0.0009156785090453923,
0.0668075904250145,
-0.06305281072854996,
-0.01746714673936367,
0.04060943424701691,
-0.07847648859024048,
0.21361389756202698,
0.11609648168087006,
-0.07226668298244476,
0.003315851790830493,
-0.07967717945575714,
-0.03524191677570343,
0.049939244985580444,
-0.023422246798872948,
0.009472647681832314,
0.022823086008429527,
-0.026812860742211342,
0.04266230762004852,
-0.05488663539290428,
0.06386748701334,
0.0251644104719162,
-0.05197933688759804,
-0.032900065183639526,
0.027365799993276596,
0.17027290165424347,
-0.08620268106460571,
0.05160704255104065,
0.33170345425605774,
0.034313395619392395,
0.018413273617625237,
-0.06615501642227173,
-0.09630855172872543,
-0.015585259534418583,
0.011135549284517765,
-0.0270483810454607,
0.19131438434123993,
-0.03734632954001427,
0.031459856778383255,
0.07893649488687515,
-0.016925467178225517,
0.0024877358227968216,
-0.1208045482635498,
-0.0403774157166481,
0.012043524533510208,
-0.037824951112270355,
0.0034535080194473267,
0.0657496303319931,
-0.06126192584633827,
0.09037815779447556,
-0.07425602525472641,
-0.10429425537586212,
-0.001997739542275667,
-0.0004240591952111572,
-0.04514063522219658,
0.1338651329278946,
-0.08370145410299301,
-0.10579515993595123,
-0.05127599090337753,
0.1095397025346756,
-0.011753956787288189,
0.003009979147464037,
-0.019966622814536095,
-0.031014686450362206,
-0.06975774466991425,
0.0046049319207668304,
0.01761803962290287,
0.009273998439311981,
-0.036662135273218155,
0.004528807010501623,
0.0019515359308570623,
-0.01149771362543106,
-0.08528942614793777,
-0.04851483181118965,
-0.10032888501882553,
-0.016856517642736435,
0.10103224217891693,
0.045683354139328,
0.03333378583192825,
0.18346941471099854,
0.02109367400407791,
-0.025190219283103943,
0.06689492613077164,
0.21887220442295074,
-0.005262299440801144,
0.061077337712049484,
0.19776110351085663,
-0.031109657138586044,
0.06824807077646255,
0.15137895941734314,
0.09997443854808807,
-0.0513538122177124,
-0.0411253347992897,
-0.04743127152323723,
-0.048115141689777374,
-0.09132102876901627,
-0.16474482417106628,
-0.044291526079177856,
-0.06408409774303436,
-0.025222213938832283,
0.03625034540891647,
-0.02079797349870205,
0.12719041109085083,
0.0679764524102211,
-0.11820275336503983,
0.056040264666080475,
0.023700784891843796,
0.13407309353351593,
-0.0841841921210289,
0.05836940556764603,
0.014284822158515453,
-0.12168405205011368,
0.10064239799976349,
-0.044037021696567535,
0.24529136717319489,
0.08304909616708755,
-0.09893123060464859,
0.13757069408893585,
0.13284696638584137,
0.1429765671491623,
0.14262939989566803,
0.03731337934732437,
-0.05301804840564728,
-0.04572952538728714,
-0.08911939710378647,
0.012210355140268803,
0.025628630071878433,
0.1255684196949005,
-0.10218271613121033,
-0.03161301091313362,
0.0649191364645958,
0.005595571361482143,
0.009753446094691753,
0.12862013280391693,
-0.2674281597137451,
0.044263578951358795,
0.029794791713356972,
0.02363063581287861,
-0.035161253064870834,
0.03766167163848877,
0.12894023954868317,
-0.09954766929149628,
0.007388926576822996,
-0.011901509016752243,
0.04538755118846893,
0.013073953799903393,
0.011826428584754467,
-0.06240953132510185,
0.020605728030204773,
0.036967698484659195,
0.018340375274419785,
-0.08543107658624649,
0.23884317278862,
-0.03921153023838997,
-0.029090646654367447,
-0.017600785940885544,
-0.01133186649531126,
0.05391955375671387,
0.25944581627845764,
0.16506248712539673,
0.054118890315294266,
0.1324387490749359,
0.017829960212111473,
-0.128818079829216,
0.00925516802817583,
0.051669422537088394,
-0.055735547095537186,
-0.07444413751363754,
0.02170698530972004,
-0.008310258388519287,
0.027102503925561905,
0.006717158015817404,
-0.23960363864898682,
-0.012825332581996918,
-0.003069463884457946,
-0.11200735718011856,
0.04395512118935585,
-0.062106817960739136,
-0.058948881924152374,
-0.05821935459971428,
0.08868938684463501,
0.006013103760778904,
-0.07537718862295151,
-0.0479828417301178,
-0.11896822601556778,
0.10190616548061371,
-0.050414472818374634,
0.0436941459774971,
-0.03158066049218178,
0.039615485817193985,
-0.05911311134696007,
-0.15542973577976227,
0.07198966294527054,
-0.09663701057434082,
-0.09231304377317429,
-0.06097383797168732,
0.10554070770740509,
0.04108049347996712,
-0.03914036974310875,
0.05055631324648857,
0.022066602483391762,
-0.007038143463432789,
-0.11976510286331177,
0.026213878765702248,
0.12744788825511932,
-0.019851790741086006,
0.05254797637462616,
-0.08626917004585266,
-0.16926836967468262,
0.01964862458407879,
0.0807923749089241,
0.11630264669656754,
0.26071664690971375,
-0.07215072214603424,
0.1119295060634613,
0.31504470109939575,
-0.01054542139172554,
-0.23924030363559723,
-0.13548500835895538,
-0.06656591594219208,
-0.008178510703146458,
0.16733387112617493,
-0.09953982383012772,
0.06759427487850189,
0.07716395705938339,
-0.05677708983421326,
0.08484822511672974,
-0.29681020975112915,
-0.11411374062299728,
0.1954008936882019,
0.1321711242198944,
0.13048699498176575,
-0.13628637790679932,
-0.04632995277643204,
0.03547236695885658,
-0.15834668278694153,
0.15100382268428802,
0.03162631019949913,
0.007337619084864855,
-0.03977043554186821,
-0.009257644414901733,
0.013625125400722027,
-0.019629741087555885,
0.21591515839099884,
0.014573964290320873,
0.04273940995335579,
-0.07869609445333481,
-0.1328890472650528,
0.16147610545158386,
0.0013139205984771252,
0.05066601559519768,
0.04406517371535301,
0.07369183003902435,
-0.10417873412370682,
-0.03498002514243126,
-0.04709957167506218,
0.021369382739067078,
-0.03636142984032631,
-0.10603287070989609,
0.0043062022887170315,
0.06520424038171768,
-0.07411467283964157,
-0.006607814226299524,
-0.09647445380687714,
-0.012170846574008465,
-0.01571403443813324,
0.17138460278511047,
0.12098237127065659,
-0.008468196727335453,
-0.13674752414226532,
-0.10361392050981522,
-0.035873375833034515,
0.11824699491262436,
-0.0409451425075531,
-0.017537910491228104,
0.09685202687978745,
0.041806675493717194,
0.10201577097177505,
0.03145156800746918,
-0.024378137663006783,
0.017295127734541893,
0.10436210036277771,
-0.1324569582939148,
-0.1727571338415146,
-0.009639110416173935,
0.0035942341201007366,
0.026952119544148445,
0.06176549568772316,
0.05926256999373436,
-0.03602224215865135,
0.0020567651372402906,
-0.006905535236001015,
0.07056436687707901,
-0.11977509409189224,
0.05039285495877266,
0.04502563923597336,
0.02884279564023018,
-0.10258648544549942,
0.04695920646190643,
-0.03458840027451515,
-0.04131736978888512,
-0.14335639774799347,
-0.04067546874284744,
-0.09741951525211334,
-0.0822833776473999,
-0.012356078252196312,
0.13032729923725128,
-0.08132411539554596,
-0.026898888871073723,
0.06335045397281647,
-0.202484130859375,
0.009397920221090317,
-0.12805262207984924,
0.06516357511281967,
0.015767903998494148,
-0.03618941828608513,
-0.01072625070810318,
0.014870443381369114,
-0.007986064068973064,
0.09579984098672867,
-0.012059325352311134,
-0.18846741318702698,
-0.1115434393286705,
0.010335281491279602,
0.06062646210193634,
-0.1146441325545311,
-0.049830254167318344,
-0.0819726213812828,
-0.01217921543866396,
-0.10776025056838989,
0.013565631583333015,
-0.14812178909778595,
0.00031924789072945714,
-0.0040994505397975445,
-0.058433741331100464,
-0.017340196296572685,
-0.019794544205069542,
-0.0998329296708107,
0.046297043561935425,
0.025644609704613686,
0.042272042483091354,
-0.07886555790901184,
-0.02296857349574566,
0.03412669897079468,
-0.0583554171025753,
0.1202746108174324,
0.029003966599702835,
-0.07222316414117813,
0.030855856835842133,
-0.12025902420282364,
-0.11498401314020157,
0.10858678817749023,
0.038377370685338974,
0.022425802424550056,
0.012878569774329662,
0.007995076477527618,
0.03958301991224289,
0.016404911875724792,
-0.0182036142796278,
0.04321331903338432,
-0.0933048352599144,
0.037802983075380325,
-0.02169935405254364,
-0.10745618492364883,
-0.058126382529735565,
-0.04335466027259827,
0.052601031959056854,
0.043612249195575714,
0.14281433820724487,
-0.03921796754002571,
0.06870795786380768,
-0.10725671052932739,
0.012936378829181194,
0.0044172476045787334,
-0.01702938787639141,
0.0488915778696537,
-0.0836445689201355,
-0.010410483926534653,
-0.028205769136548042,
0.20606429874897003,
-0.00531558133661747,
-0.12857897579669952,
-0.01503298431634903,
0.11829785257577896,
0.052340008318424225,
0.024224774911999702,
0.2512325644493103,
0.058976929634809494,
0.042564503848552704,
-0.24088603258132935,
0.08877374231815338,
-0.035462260246276855,
-0.13485847413539886,
0.13558892905712128,
0.1435101330280304,
-0.14106662571430206,
0.010903873480856419,
0.13304424285888672,
-0.027245288714766502,
-0.05547269061207771,
-0.0034843413159251213,
-0.08086536824703217,
0.0818866640329361,
-0.013300733640789986,
0.030078958719968796,
0.11580599099397659,
-0.11078257858753204,
0.037087347358465195,
0.06479580700397491,
-0.05360512435436249,
-0.09811028838157654,
-0.18765687942504883,
-0.03292778134346008,
-0.18218234181404114,
0.04423513635993004,
-0.0784573182463646,
-0.05307307094335556,
0.07476607710123062,
0.03595564141869545,
-0.0655948743224144,
0.03582452982664108,
-0.11200692504644394,
-0.050286609679460526,
0.023026561364531517,
0.028467634692788124,
-0.004174307454377413,
-0.012453751638531685,
-0.02744830586016178,
-0.011287958361208439,
0.05072819069027901,
-0.0379064716398716,
0.0051933517679572105,
-0.06648280471563339,
0.044014494866132736,
-0.01568460837006569,
-0.007489074021577835,
-0.0416778139770031,
-0.0171973779797554,
-0.0516132116317749,
0.1320646107196808,
-0.0019528670236468315,
-0.013979676179587841,
0.011217346414923668,
0.06226533278822899,
-0.026883218437433243,
-0.2096519023180008,
-0.08119629323482513,
0.22653979063034058,
-0.12308614701032639,
0.11959849298000336,
0.059704024344682693,
-0.01921703852713108,
-0.0354093499481678,
0.17809656262397766,
0.3637571930885315,
-0.13094916939735413,
0.032907627522945404,
0.026566244661808014,
-0.0015694526955485344,
-0.024448400363326073,
0.09471496939659119,
-0.012103665620088577,
0.28912314772605896,
-0.08561498671770096,
0.02068035863339901,
-0.11814501136541367,
-0.015083475038409233,
-0.07933006435632706,
-0.10429216921329498,
0.11343080550432205,
-0.10608768463134766,
-0.09741221368312836,
0.11728609353303909,
-0.09147123992443085,
0.026874883100390434,
0.062060028314590454,
-0.027371466159820557,
-0.008326249197125435,
-0.08718517422676086,
0.042521070688962936,
0.05697314441204071,
0.033226530998945236,
-0.12941639125347137,
0.019504357129335403,
0.06344760954380035,
0.02322695031762123,
-0.10239871591329575,
0.07521560043096542,
0.13426704704761505,
0.021618280559778214,
0.00504409521818161,
0.029590019956231117,
0.13401775062084198,
0.010248163715004921,
0.024027999490499496,
-0.005671174265444279,
0.12018019706010818,
0.005878861993551254,
-0.09063315391540527,
-0.04965357482433319,
-0.035271186381578445,
0.041959989815950394,
-0.14852555096149445,
0.005045983009040356,
-0.1306033879518509,
0.012438450939953327,
0.02967306599020958,
-0.09533028304576874,
-0.04907859489321709,
0.1103605404496193,
-0.08248762041330338,
0.06293588876724243,
0.009421414695680141,
0.012376178987324238,
-0.025010619312524796,
-0.043975312262773514,
0.1520887166261673,
0.06854204088449478,
-0.12376157194375992,
-0.010318368673324585,
-0.02900838293135166,
-0.04916652664542198,
-0.02766714245080948,
0.03515905514359474,
-0.04438270255923271,
-0.0441213920712471,
-0.12292486429214478,
0.030140530318021774,
-0.047227151691913605,
0.03930603340268135,
0.17352434992790222,
0.015254308469593525,
0.02434774860739708,
-0.14968456327915192,
0.009850073605775833,
0.03318804129958153,
-0.08533453941345215,
-0.01009469572454691
] |
null | null | transformers | # Finetuned BERT For Spam Detection On Enron Dataset
* Labels: Ham 0, Spam 1
* Accuracy: 0.9964012595591543
* [Dataset](https://github.com/MWiechmann/enron_spam_data) contains a total of 17.171 spam and 16.545 non-spam ("ham") e-mail messages (33.716 e-mails total). | {} | text-classification | csariyildiz/enron_spam_bert_base | [
"transformers",
"safetensors",
"bert",
"text-classification",
"autotrain_compatible",
"endpoints_compatible",
"region:us"
] | 2023-11-11T03:12:13+00:00 | [] | [] | TAGS
#transformers #safetensors #bert #text-classification #autotrain_compatible #endpoints_compatible #region-us
| # Finetuned BERT For Spam Detection On Enron Dataset
* Labels: Ham 0, Spam 1
* Accuracy: 0.9964012595591543
* Dataset contains a total of 17.171 spam and 16.545 non-spam ("ham") e-mail messages (33.716 e-mails total). | [
"# Finetuned BERT For Spam Detection On Enron Dataset\n\n* Labels: Ham 0, Spam 1\n* Accuracy: 0.9964012595591543\n* Dataset contains a total of 17.171 spam and 16.545 non-spam (\"ham\") e-mail messages (33.716 e-mails total)."
] | [
"TAGS\n#transformers #safetensors #bert #text-classification #autotrain_compatible #endpoints_compatible #region-us \n",
"# Finetuned BERT For Spam Detection On Enron Dataset\n\n* Labels: Ham 0, Spam 1\n* Accuracy: 0.9964012595591543\n* Dataset contains a total of 17.171 spam and 16.545 non-spam (\"ham\") e-mail messages (33.716 e-mails total)."
] | [
37,
73
] | [
"passage: TAGS\n#transformers #safetensors #bert #text-classification #autotrain_compatible #endpoints_compatible #region-us \n# Finetuned BERT For Spam Detection On Enron Dataset\n\n* Labels: Ham 0, Spam 1\n* Accuracy: 0.9964012595591543\n* Dataset contains a total of 17.171 spam and 16.545 non-spam (\"ham\") e-mail messages (33.716 e-mails total)."
] | [
0.009351080283522606,
-0.03391280025243759,
-0.0018401428824290633,
0.037316180765628815,
0.14546644687652588,
-0.0184341873973608,
0.009808925911784172,
-0.009832802228629589,
0.011255599558353424,
0.04898311197757721,
0.15936236083507538,
0.04846183583140373,
-0.12632843852043152,
0.253834992647171,
-0.11641529202461243,
-0.020673751831054688,
0.04134687781333923,
-0.0276977326720953,
0.05298883467912674,
0.09766167402267456,
0.07483875006437302,
-0.1413983255624771,
0.12160902470350266,
-0.06459024548530579,
-0.04199889674782753,
0.07217427343130112,
0.04060758650302887,
-0.08614033460617065,
0.0872153639793396,
0.003115368541330099,
0.15494036674499512,
-0.036121517419815063,
0.04743450507521629,
-0.06727660447359085,
-0.00713703827932477,
-0.029988091439008713,
-0.045318976044654846,
0.01333074364811182,
-0.08130833506584167,
-0.022720877081155777,
-0.036529071629047394,
-0.12148167937994003,
0.08602982014417648,
0.01522592082619667,
-0.014732112176716328,
0.07352440059185028,
-0.10180399566888809,
-0.01706993207335472,
0.18917565047740936,
0.17603909969329834,
-0.02707102708518505,
0.21178656816482544,
-0.03360480070114136,
0.06711206585168839,
0.1728876382112503,
-0.1817825585603714,
0.03995742276310921,
-0.1247924342751503,
-0.07161346077919006,
0.0614873543381691,
-0.025144333019852638,
0.054806049913167953,
0.10941317677497864,
0.013494476675987244,
0.05969385802745819,
0.028229694813489914,
-0.004315262660384178,
0.03790467604994774,
-0.1448182761669159,
-0.020653897896409035,
0.1357722133398056,
0.1545807421207428,
-0.054878510534763336,
-0.10023582726716995,
-0.07134726643562317,
-0.13262289762496948,
-0.0327402763068676,
0.015491517260670662,
-0.08393219113349915,
-0.08271907269954681,
-0.10414043813943863,
0.0929226204752922,
-0.10823662579059601,
-0.08463428914546967,
-0.21308666467666626,
0.24066568911075592,
0.004634845070540905,
0.032566748559474945,
-0.10265433043241501,
0.011205825954675674,
0.10373607277870178,
-0.053411487489938736,
0.06282612681388855,
-0.045722633600234985,
0.07332421094179153,
-0.021546723321080208,
-0.0743180587887764,
-0.07186657935380936,
0.1413753777742386,
0.1568828672170639,
-0.006013008765876293,
0.02590751275420189,
0.067060187458992,
-0.04905376955866814,
0.09355971962213516,
-0.08148819208145142,
-0.02485579624772072,
0.015319895930588245,
0.0493781641125679,
0.015900583937764168,
0.11397770792245865,
0.0037961236666888,
-0.048367343842983246,
0.09622285515069962,
0.1572393774986267,
0.0403175987303257,
-0.07099982351064682,
0.0728011280298233,
-0.04391894116997719,
0.08587056398391724,
0.10554256290197372,
-0.11528832465410233,
0.061176955699920654,
0.04757983237504959,
-0.0654255822300911,
-0.09077108651399612,
-0.060431163758039474,
0.07787321507930756,
-0.0008702768245711923,
0.10670766979455948,
-0.11373510956764221,
-0.07165049016475677,
0.010245812125504017,
-0.22790704667568207,
0.10172396898269653,
-0.14808978140354156,
0.0583491176366806,
-0.25859716534614563,
-0.09872696548700333,
0.007466787938028574,
-0.13252413272857666,
-0.006972497794777155,
0.0341268926858902,
-0.039038050919771194,
-0.0464165098965168,
0.08616536855697632,
0.010534263215959072,
0.05336747318506241,
-0.10665850341320038,
0.029926300048828125,
-0.030432717874646187,
0.05099994316697121,
-0.036972954869270325,
-0.06137355417013168,
-0.07023696601390839,
-0.08286155015230179,
0.06425406783819199,
-0.010366493836045265,
-0.1288098394870758,
0.16010703146457672,
-0.11285994946956635,
0.00007600535172969103,
-0.07114286720752716,
0.003563572885468602,
0.06940321624279022,
0.23278838396072388,
-0.0352104976773262,
-0.026051755994558334,
-0.06442629545927048,
-0.0621458925306797,
-0.133646622300148,
0.058019839227199554,
-0.04095936194062233,
-0.019174780696630478,
0.1112905740737915,
0.03330227732658386,
-0.2033994197845459,
-0.14106445014476776,
-0.16260839998722076,
-0.009546371176838875,
-0.08373552560806274,
-0.06575024873018265,
0.034597303718328476,
0.025876007974147797,
-0.14844034612178802,
-0.03693024069070816,
0.13484759628772736,
0.0546020083129406,
-0.0750054344534874,
-0.016882460564374924,
0.025835076346993446,
-0.0794416218996048,
0.04034866392612457,
-0.08043549954891205,
0.07914061099290848,
-0.1342199146747589,
-0.07329854369163513,
0.07732515037059784,
0.014811667613685131,
0.0005769876297563314,
0.03829922527074814,
-0.12329709529876709,
-0.0054854885675013065,
-0.010522862896323204,
0.0025612919125705957,
-0.12411587685346603,
-0.1555761992931366,
-0.03414825722575188,
0.003421783447265625,
0.0290264580398798,
-0.15207675099372864,
0.08544602990150452,
0.024318616837263107,
0.03538224846124649,
-0.003486323170363903,
0.05549443140625954,
0.10223761200904846,
-0.13130904734134674,
-0.0692824125289917,
-0.0018486682092770934,
-0.07956928759813309,
0.1452399343252182,
-0.06761154532432556,
0.05256674438714981,
0.20980001986026764,
0.06724342703819275,
0.0646945983171463,
0.011287322267889977,
0.05932258069515228,
0.008520017378032207,
-0.016997864469885826,
0.01780366711318493,
0.029589327052235603,
-0.05822340399026871,
-0.15742400288581848,
-0.08833033591508865,
-0.05660198628902435,
0.17556890845298767,
0.19906389713287354,
-0.03291191905736923,
-0.04372923821210861,
0.05024680867791176,
0.0014544014120474458,
0.006108760833740234,
-0.09001424908638,
-0.16754202544689178,
-0.0149530665948987,
-0.027972612529993057,
0.1287253051996231,
-0.048746395856142044,
-0.03406777232885361,
0.06017636880278587,
-0.04685685411095619,
-0.11201750487089157,
0.09269256144762039,
0.015495547093451023,
-0.21618953347206116,
0.05504937469959259,
0.06951213628053665,
-0.03526024892926216,
-0.029193662106990814,
0.01296653226017952,
0.034570496529340744,
0.06143072247505188,
-0.11333474516868591,
-0.023170694708824158,
-0.0803823322057724,
0.01299911830574274,
-0.009920193813741207,
0.024058854207396507,
0.046326443552970886,
0.05149327218532562,
-0.07817412167787552,
-0.02558101713657379,
0.02615956962108612,
0.022686852142214775,
-0.11655128747224808,
0.06197071075439453,
-0.057985056191682816,
0.1433265209197998,
0.000026308327505830675,
-0.13225148618221283,
0.057925641536712646,
0.010774977505207062,
-0.11492659896612167,
0.11186264455318451,
-0.07243289798498154,
-0.15197333693504333,
-0.12285864353179932,
-0.20342472195625305,
-0.029545290395617485,
0.019461549818515778,
0.09639403969049454,
-0.21939124166965485,
-0.09996297955513,
-0.15110957622528076,
-0.10530730336904526,
0.11384594440460205,
0.1453922837972641,
0.21466894447803497,
-0.0220726877450943,
0.04182370379567146,
-0.08837056905031204,
-0.016301387920975685,
-0.1158565804362297,
0.03534374386072159,
0.08016059547662735,
-0.055577658116817474,
0.21393664181232452,
0.10943283140659332,
-0.02028566412627697,
0.020047014579176903,
-0.01152922585606575,
0.2815520167350769,
0.09201692789793015,
0.025605034083127975,
0.013412772677838802,
-0.026472175493836403,
0.009631611406803131,
0.05032194033265114,
0.05457577109336853,
-0.10310295224189758,
0.12420042604207993,
0.08724749088287354,
-0.027215085923671722,
-0.2024354785680771,
-0.13212019205093384,
0.07396399974822998,
-0.0875113233923912,
0.10069838166236877,
0.03974558040499687,
0.06828144192695618,
-0.006279671099036932,
0.08156295120716095,
-0.10011466592550278,
0.13830454647541046,
0.10060219466686249,
0.15212993323802948,
0.04377606883645058,
0.09197474271059036,
-0.02649051509797573,
-0.03411191329360008,
0.04474063590168953,
-0.13859587907791138,
0.10032203048467636,
0.07595519721508026,
-0.011266986839473248,
-0.007874647155404091,
-0.17267175018787384,
0.05103776603937149,
0.11524311453104019,
-0.04490867257118225,
-0.03784165531396866,
0.005635834764689207,
-0.015231989324092865,
0.010741283185780048,
0.058781255036592484,
-0.21520711481571198,
-0.01288351695984602,
-0.15128709375858307,
-0.017356406897306442,
0.106056347489357,
-0.0930628776550293,
0.14048390090465546,
-0.23181387782096863,
0.0023511650506407022,
0.08118952065706253,
-0.1384977400302887,
0.06490875035524368,
0.05185707286000252,
0.01484752632677555,
0.07363811135292053,
0.10028194636106491,
0.07636450976133347,
0.10604723542928696,
0.09005467593669891,
0.0560155026614666,
-0.0489603653550148,
-0.06921258568763733,
-0.05420033633708954,
0.01537401508539915,
-0.01046669203788042,
0.2037498950958252,
0.029073547571897507,
0.03391147404909134,
-0.024640541523694992,
-0.07769825309515,
-0.024363502860069275,
0.07212918996810913,
0.04750159755349159,
-0.00588982505723834,
-0.0003108520177192986,
-0.2413857877254486,
-0.10576220601797104,
0.005344029050320387,
0.001871305052191019,
0.03159739077091217,
0.060371555387973785,
0.08665584772825241,
-0.076931431889534,
0.06806767731904984,
0.04552336782217026,
-0.10791356861591339,
-0.05301085114479065,
-0.11243095993995667,
0.16592960059642792,
0.030294012278318405,
0.02398959919810295,
-0.12181926518678665,
-0.16728998720645905,
-0.06525881588459015,
-0.18636159598827362,
-0.0653100535273552,
-0.03138192370533943,
0.1684102565050125,
0.003831050358712673,
-0.05296111851930618,
0.04903777316212654,
0.038477636873722076,
-0.06636610627174377,
0.006010314449667931,
-0.05648106336593628,
0.07676307111978531,
-0.05571034923195839,
-0.053355105221271515,
-0.019470131024718285,
0.09450524300336838,
0.11342670023441315,
0.014386376366019249,
-0.008947005495429039,
0.04773158207535744,
0.015352169051766396,
-0.07375205308198929,
0.042422469705343246,
0.13175468146800995,
0.27829819917678833,
0.08600839972496033,
-0.04926743730902672,
-0.2721194326877594,
-0.10913693159818649,
-0.012541916221380234,
0.2096933275461197,
0.2253526896238327,
-0.04009714722633362,
-0.06561031192541122,
0.16937531530857086,
0.036255475133657455,
-0.15114398300647736,
-0.09655764698982239,
0.013524714857339859,
0.025723570957779884,
-0.14955535531044006,
-0.013663973659276962,
0.023346133530139923,
0.13409695029258728,
-0.007975236512720585,
-0.16955800354480743,
-0.24943619966506958,
-0.14475104212760925,
0.10825007408857346,
-0.04013269767165184,
0.41397324204444885,
-0.0642053410410881,
-0.030505254864692688,
-0.09107330441474915,
-0.16742739081382751,
0.1910296082496643,
-0.022573845461010933,
0.00823886413127184,
0.04681890830397606,
-0.025417720898985863,
0.00911006797105074,
-0.06445042043924332,
0.0836002379655838,
0.10230269283056259,
0.10264924168586731,
-0.02807394042611122,
-0.2158506065607071,
-0.1021009087562561,
-0.007996552623808384,
0.11414625495672226,
-0.036263808608055115,
0.04274667054414749,
-0.0854390487074852,
-0.048569727689027786,
-0.054930441081523895,
0.045887961983680725,
0.08153161406517029,
0.005446151830255985,
-0.06492305546998978,
-0.07879273593425751,
0.00690412987023592,
-0.02839828096330166,
0.24861378967761993,
-0.04797021672129631,
0.06179625913500786,
0.1464800238609314,
0.007208263501524925,
-0.2796577513217926,
0.1091696247458458,
0.04956873133778572,
-0.1558779627084732,
0.08074887096881866,
-0.15038760006427765,
0.034024134278297424,
0.09362683445215225,
0.029971031472086906,
0.07283243536949158,
0.062192272394895554,
-0.010054565966129303,
0.00045055552618578076,
0.10683738440275192,
-0.14299292862415314,
0.05008171498775482,
0.014211981557309628,
0.08159811794757843,
-0.0031698511447757483,
0.1323729306459427,
0.14067979156970978,
-0.00635537039488554,
-0.008555606938898563,
-0.015245793387293816,
0.037706516683101654,
-0.010994475334882736,
0.219756081700325,
0.026352230459451675,
-0.01188310794532299,
-0.0775834247469902,
0.020883284509181976,
0.054235056042671204,
-0.1290282905101776,
0.09187295287847519,
0.0400962270796299,
-0.22881729900836945,
-0.03295592963695526,
-0.0493861548602581,
0.10052455961704254,
-0.021633021533489227,
-0.03814825415611267,
-0.026669776067137718,
-0.0444289967417717,
0.07416295260190964,
0.2645380198955536,
0.1102830097079277,
0.09579624235630035,
-0.004817058797925711,
0.002650693291798234,
-0.019474688917398453,
0.00849111471325159,
0.13464780151844025,
-0.003806116757914424,
-0.15131776034832,
0.005159322638064623,
0.057707611471414566,
-0.04142357409000397,
-0.06210184842348099,
0.017659500241279602,
-0.09165478497743607,
-0.026095032691955566,
-0.09759153425693512,
0.030272385105490685,
-0.01965394802391529,
-0.0014862073585391045,
-0.04222564771771431,
-0.057678401470184326,
-0.07160389423370361,
0.0033138261642307043,
-0.004897231701761484,
-0.022598765790462494,
0.03916241228580475,
0.02839110791683197,
-0.1165824681520462,
-0.04390016943216324,
0.03246473893523216,
0.009292848408222198,
0.060862839221954346,
0.17614240944385529,
0.004697518888860941,
0.030911192297935486,
0.045994359999895096,
-0.07568424940109253,
0.21946492791175842,
-0.0013564095133915544,
0.039420854300260544,
-0.07590845972299576,
-0.017475370317697525,
0.05473187193274498,
0.014684436842799187,
0.07056897133588791,
0.17538458108901978,
-0.03417650982737541,
0.02586510218679905,
0.03705368936061859,
-0.10600076615810394,
-0.09205977618694305,
-0.09255959093570709,
0.22590838372707367,
0.04167109727859497,
0.2764263153076172,
-0.01984693668782711,
-0.09111782908439636,
-0.038648877292871475,
0.05061418190598488,
-0.06086234375834465,
-0.15805459022521973,
-0.15879030525684357,
0.03215796500444412,
-0.003075016662478447,
-0.058492451906204224,
0.09960117191076279,
-0.07848823815584183,
-0.05875613912940025,
0.09034333378076553,
0.1611797958612442,
-0.020778775215148926,
0.02386799268424511,
0.23260615766048431,
-0.0004750711377710104,
-0.03131948411464691,
-0.03889143839478493,
-0.009348400868475437,
0.1360349804162979,
-0.02544630691409111,
0.1032574474811554,
0.017766490578651428,
0.06464027613401413,
0.058650944381952286,
0.021708698943257332,
-0.008666304871439934,
-0.01600557751953602,
0.020753592252731323,
-0.13353349268436432,
0.003779491875320673,
-0.010719392448663712,
0.017772650346159935,
0.14506830275058746,
0.0036011338233947754,
-0.11353859305381775,
-0.04503815248608589,
-0.015409471467137337,
-0.07511679828166962,
-0.005548746790736914,
-0.09664923697710037,
-0.0861898884177208,
0.029313592240214348,
-0.017671452835202217,
-0.0658683255314827,
-0.08955854922533035,
0.024042706936597824,
0.05329640954732895,
0.08291086554527283,
-0.14910206198692322,
0.019753798842430115,
-0.07034778594970703,
-0.06174597516655922,
-0.13274680078029633,
0.1086055338382721,
-0.06448302417993546,
0.07637141644954681,
0.01483861729502678,
-0.07612164318561554,
0.024469884112477303,
0.08603272587060928,
0.07905146479606628,
-0.054772503674030304,
-0.05754004046320915,
-0.08314070850610733,
0.08108675479888916,
0.03897448256611824,
0.046304360032081604,
0.0543794184923172,
0.0023341437336057425,
0.03361186757683754,
0.23304010927677155,
-0.043559543788433075,
-0.12148787081241608,
-0.07852262258529663,
0.08914873749017715,
0.10492660105228424,
0.13975119590759277,
-0.00818683486431837,
-0.0964663177728653,
-0.09218481928110123,
0.048320457339286804,
0.21984849870204926,
-0.013302297331392765,
0.001178185106255114,
-0.09300624579191208,
0.04173516109585762,
0.03365471214056015,
-0.026388924568891525,
0.10667385905981064,
0.1442345380783081,
0.023496387526392937,
0.012491091154515743,
-0.03099040314555168,
0.04610016569495201,
-0.06159048154950142,
0.13228018581867218,
0.021167796105146408,
-0.0717354491353035,
-0.09482146054506302,
0.060946427285671234,
0.030546868219971657,
-0.01956513524055481,
-0.14219507575035095,
-0.1369105726480484,
-0.027579348534345627,
0.12954294681549072,
0.09851166605949402,
0.04767478257417679,
0.089769147336483,
-0.009955775924026966,
0.03003033436834812,
-0.09567490220069885,
-0.0025529335252940655,
-0.16669073700904846,
-0.07639539986848831,
0.05534062534570694,
0.10847614705562592,
0.03375042602419853,
0.051235754042863846,
0.27573370933532715,
0.09404955059289932,
-0.06148373708128929,
-0.09432023763656616,
0.17892345786094666,
-0.014426293782889843,
0.0452122800052166,
0.06812179088592529,
-0.0771247148513794,
0.016855213791131973,
0.028085850179195404,
0.005647884216159582,
-0.2265164703130722,
-0.010667821392416954,
0.029566599056124687,
-0.05742422863841057,
-0.05903743579983711,
0.097109854221344,
-0.06606057286262512,
0.05472327396273613,
-0.023521706461906433,
-0.07837508618831635,
0.0345328114926815,
0.10648684948682785,
0.06000739336013794,
0.02360045537352562,
-0.1021478921175003,
-0.00039934110827744007,
-0.27076268196105957,
0.039016906172037125,
-0.153633251786232,
0.03916698694229126,
-0.08662210404872894,
-0.012799976393580437,
-0.12871769070625305,
0.022891448810696602,
-0.08813142776489258,
0.02356806956231594,
0.09850289672613144,
-0.028199128806591034,
-0.049872834235429764,
-0.012867219746112823,
0.11363086849451065,
0.10832009464502335,
-0.09089256078004837,
-0.09819144755601883
] |
null | null | transformers |
[kogpt-j-base](https://huggingface.co/heegyu/kogpt-j-base)모델을 데이터셋 [세](https://huggingface.co/datasets/nlpai-lab/kullm-v2)[가](https://huggingface.co/datasets/maywell/ko_wikidata_QA)[지](https://huggingface.co/datasets/eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022)를 사용해서 45k step(0.27 epoch)만큼 학습시킨 모델입니다.
프롬프트:
```
<|im_start|>system
당신은 사람들을 도와주는 인공지능 비서입니다. 질문을 읽고 알맞은 답변을 제공하세요.<|im_end|>
<|im_start|>user
{prompt}<|im_end|>
<|im_start|>assistant
```
데이터셋:
[nlpai-lab/kullm-v2](https://huggingface.co/datasets/nlpai-lab/kullm-v2)
[maywell/ko_wikidata_QA](https://huggingface.co/datasets/maywell/ko_wikidata_QA)
[eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022](https://huggingface.co/datasets/eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022) | {"language": ["ko"], "license": "mit", "datasets": ["nlpai-lab/kullm-v2", "maywell/ko_wikidata_QA", "eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022"]} | text-generation | blueapple8259/ANHSY_test | [
"transformers",
"safetensors",
"gptj",
"text-generation",
"ko",
"dataset:nlpai-lab/kullm-v2",
"dataset:maywell/ko_wikidata_QA",
"dataset:eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022",
"license:mit",
"autotrain_compatible",
"endpoints_compatible",
"region:us"
] | 2023-11-11T03:17:28+00:00 | [] | [
"ko"
] | TAGS
#transformers #safetensors #gptj #text-generation #ko #dataset-nlpai-lab/kullm-v2 #dataset-maywell/ko_wikidata_QA #dataset-eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022 #license-mit #autotrain_compatible #endpoints_compatible #region-us
|
kogpt-j-base모델을 데이터셋 세가지를 사용해서 45k step(0.27 epoch)만큼 학습시킨 모델입니다.
프롬프트:
데이터셋:
nlpai-lab/kullm-v2
maywell/ko_wikidata_QA
eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022 | [] | [
"TAGS\n#transformers #safetensors #gptj #text-generation #ko #dataset-nlpai-lab/kullm-v2 #dataset-maywell/ko_wikidata_QA #dataset-eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022 #license-mit #autotrain_compatible #endpoints_compatible #region-us \n"
] | [
99
] | [
"passage: TAGS\n#transformers #safetensors #gptj #text-generation #ko #dataset-nlpai-lab/kullm-v2 #dataset-maywell/ko_wikidata_QA #dataset-eaglewatch/Korean_Wikipedia_Dataset_for_GPT2_August_2022 #license-mit #autotrain_compatible #endpoints_compatible #region-us \n"
] | [
-0.06665676832199097,
0.14582613110542297,
-0.0031807480845600367,
0.00869467481970787,
0.0809260830283165,
0.015403777360916138,
0.13977736234664917,
0.0907553881406784,
0.05230233818292618,
0.007620071526616812,
0.18447455763816833,
0.16981598734855652,
0.04963221773505211,
0.15360352396965027,
-0.03956565633416176,
-0.19973859190940857,
0.0997978150844574,
0.016096031293272972,
0.007499153260141611,
0.12689244747161865,
0.08543761074542999,
-0.058227937668561935,
0.10257629305124283,
-0.005101103335618973,
-0.07626773416996002,
0.002181421732529998,
0.00455886498093605,
-0.12552626430988312,
0.11828204244375229,
0.008148567751049995,
0.07454156130552292,
0.09453319758176804,
-0.026807572692632675,
-0.11812303960323334,
0.022403070703148842,
-0.007640882395207882,
-0.0438409261405468,
0.05006393790245056,
0.004638795740902424,
-0.04887876659631729,
0.028068430721759796,
-0.09575969725847244,
-0.019086677581071854,
0.010080189444124699,
-0.11322800815105438,
-0.2433188408613205,
-0.10999587923288345,
0.05412229523062706,
0.12671968340873718,
0.047799546271562576,
-0.012277251109480858,
0.15150219202041626,
0.007433279417455196,
0.08879248052835464,
0.13719403743743896,
-0.34763795137405396,
-0.0010020898189395666,
0.046309299767017365,
0.00013721668801736087,
0.005538302939385176,
-0.009784282185137272,
0.07278569042682648,
0.0703788697719574,
-0.025222502648830414,
0.06515772640705109,
-0.079435333609581,
-0.13539564609527588,
0.03627714887261391,
-0.07489868998527527,
-0.012039562687277794,
0.30819782614707947,
-0.015967343002557755,
0.0033381865359842777,
-0.024593833833932877,
-0.034765832126140594,
0.014520172961056232,
0.008614911697804928,
-0.049748439341783524,
0.000051095503295073286,
-0.009738405235111713,
-0.023669375106692314,
-0.043644897639751434,
-0.12582650780677795,
-0.02913890779018402,
-0.18811769783496857,
0.30511465668678284,
0.03823550418019295,
0.038002993911504745,
-0.07306590676307678,
0.11046180874109268,
-0.007241266313940287,
-0.11387805640697479,
-0.05607958137989044,
-0.05047474429011345,
0.02495705336332321,
0.015305779874324799,
0.05403964966535568,
0.02341141365468502,
0.10391804575920105,
0.17681199312210083,
0.02950870245695114,
-0.006207249592989683,
-0.0004657414392568171,
0.06180586293339729,
0.03359479084610939,
0.018883436918258667,
-0.10537485778331757,
-0.05405908077955246,
0.09655306488275528,
-0.03589970991015434,
0.07888446003198624,
-0.02350449375808239,
-0.024706998839974403,
-0.04483009874820709,
0.045602861791849136,
0.09890147298574448,
0.027517277747392654,
0.0921582356095314,
-0.06519544124603271,
0.060640349984169006,
0.22681401669979095,
-0.032803766429424286,
-0.06690347194671631,
-0.03831124305725098,
-0.0012590850237756968,
-0.02993667870759964,
0.02445807494223118,
0.07661765813827515,
0.05464037135243416,
0.09268592298030853,
-0.09953482449054718,
-0.04048164188861847,
0.09328516572713852,
-0.016591859981417656,
0.0381707139313221,
-0.08036342263221741,
0.08089707791805267,
-0.1771310269832611,
-0.216044619679451,
0.021987196058034897,
-0.025872619822621346,
-0.009179669432342052,
-0.05160557106137276,
-0.012225400656461716,
-0.031052960082888603,
0.0079483138397336,
-0.07684000581502914,
-0.0029565715231001377,
-0.08116655796766281,
0.07558266818523407,
0.009186133742332458,
0.07022600620985031,
-0.08642236143350601,
0.0035764107014983892,
-0.18720845878124237,
0.006284921895712614,
-0.045868486166000366,
-0.01889493130147457,
-0.12232726812362671,
0.06743884086608887,
-0.08116528391838074,
0.013137293048202991,
-0.019689131528139114,
0.04066188633441925,
0.003779076272621751,
0.19800147414207458,
-0.11281590908765793,
-0.09810452908277512,
0.17228743433952332,
-0.14017847180366516,
-0.2210981845855713,
0.09693777561187744,
0.02755209058523178,
0.06126223877072334,
0.1094299927353859,
0.1902415007352829,
0.01153093483299017,
-0.14630238711833954,
-0.08337168395519257,
0.06235621124505997,
-0.12967844307422638,
-0.11858220398426056,
0.0848587304353714,
0.03731665387749672,
-0.13252027332782745,
0.060765985399484634,
-0.05424857512116432,
0.10222239792346954,
-0.06674191355705261,
-0.04099293053150177,
-0.05720197781920433,
-0.09663103520870209,
0.09910330921411514,
-0.004303290508687496,
0.0403546467423439,
-0.09949313849210739,
-0.014505792409181595,
-0.0013910029083490372,
0.05852706730365753,
0.021331796422600746,
-0.03772736340761185,
-0.04737342894077301,
0.04508187994360924,
-0.10835462063550949,
0.0018543502083048224,
-0.004858705215156078,
-0.1218634694814682,
-0.022802680730819702,
0.009873760864138603,
0.002498906571418047,
0.040942978113889694,
0.05539882928133011,
0.004905949346721172,
-0.05971664935350418,
-0.026828482747077942,
0.14849796891212463,
0.08128295838832855,
-0.02825397253036499,
-0.0923827514052391,
0.11528477072715759,
-0.025782272219657898,
0.008704083040356636,
-0.0857473835349083,
-0.002356040757149458,
0.10386676341295242,
0.14499886333942413,
0.02926182933151722,
0.04771586135029793,
0.0976559966802597,
-0.0017754577565938234,
-0.006581197492778301,
-0.023991137742996216,
0.03158141300082207,
0.004110256675630808,
-0.07381784170866013,
0.26932454109191895,
-0.08096575736999512,
0.26476892828941345,
0.16717004776000977,
0.005198850762099028,
0.0031516344752162695,
0.04251047223806381,
-0.026522234082221985,
-0.048419415950775146,
-0.024247754365205765,
0.022898176684975624,
-0.01884954422712326,
-0.008817173540592194,
0.11778955906629562,
-0.06524399667978287,
-0.008039458654820919,
0.0318940132856369,
-0.08589183539152145,
-0.08613274246454239,
0.12162818014621735,
0.019095320254564285,
-0.18557578325271606,
0.16954022645950317,
0.14861933887004852,
0.042803823947906494,
0.21929268538951874,
0.02376415580511093,
-0.006112473085522652,
-0.03141149505972862,
-0.039897773414850235,
-0.062102336436510086,
0.11114806681871414,
-0.0532572902739048,
0.0019333016825839877,
0.10107903182506561,
0.01731022261083126,
0.030956046655774117,
-0.16002824902534485,
-0.12566357851028442,
-0.021621039137244225,
-0.012364710681140423,
0.0046132332645356655,
0.1492699533700943,
-0.033252816647291183,
0.11836705356836319,
-0.029863707721233368,
0.004884961061179638,
0.06530003994703293,
0.04228323698043823,
-0.05668378248810768,
0.1677737683057785,
-0.10045924037694931,
-0.3008759915828705,
-0.08199907839298248,
-0.018834616988897324,
-0.04065222293138504,
-0.031032932922244072,
0.08738570660352707,
-0.10094375163316727,
-0.05179991200566292,
-0.03713680058717728,
0.007270307745784521,
-0.005806368310004473,
0.023096224293112755,
-0.06612928956747055,
0.019499747082591057,
-0.07154981791973114,
-0.11319315433502197,
-0.052501846104860306,
0.006134739611297846,
-0.07284180819988251,
0.13772054016590118,
-0.03418546915054321,
0.08209030330181122,
-0.006234004627913237,
0.03401859104633331,
-0.000876698992215097,
-0.04974041134119034,
0.14960938692092896,
-0.10469669848680496,
0.024067524820566177,
0.14727988839149475,
0.01218708511441946,
0.023128049448132515,
0.12920303642749786,
0.01813674345612526,
-0.09794535487890244,
0.04003724828362465,
-0.016037452965974808,
-0.1012951210141182,
-0.22910070419311523,
-0.0932198092341423,
-0.04185798391699791,
0.12308693677186966,
0.0036210371181368828,
0.04136275872588158,
0.05053948983550072,
0.1399664729833603,
-0.02648785524070263,
0.018723322078585625,
-0.05288634076714516,
0.04820540174841881,
0.14109720289707184,
0.01406334713101387,
0.1082276776432991,
-0.11197097599506378,
-0.04082159325480461,
0.10193254053592682,
0.10343654453754425,
0.08018279820680618,
0.021797312423586845,
-0.06329184025526047,
0.07372070103883743,
0.18899421393871307,
0.07775242626667023,
0.046759869903326035,
0.039266131818294525,
-0.05820911005139351,
-0.0016173453768715262,
-0.041044726967811584,
-0.0317770354449749,
0.06885579973459244,
-0.05191265791654587,
-0.10241934657096863,
0.018340865150094032,
-0.008535985834896564,
0.062274347990751266,
0.06638266146183014,
0.09665524959564209,
-0.1887664496898651,
-0.039324015378952026,
0.06386159360408783,
0.004459686577320099,
-0.04164854437112808,
0.08494206517934799,
0.04167310521006584,
-0.0880022868514061,
0.14285406470298767,
-0.01637043058872223,
0.01201083604246378,
-0.12808696925640106,
-0.0027446600142866373,
-0.06533370167016983,
-0.026956768706440926,
-0.03992030397057533,
0.08269031345844269,
-0.2552032172679901,
0.3073742091655731,
0.01372480858117342,
0.01450594887137413,
-0.07530613243579865,
-0.04910843446850777,
0.019812975078821182,
0.1000923290848732,
0.17626596987247467,
0.025740602985024452,
-0.025715455412864685,
-0.08246224373579025,
-0.10741845518350601,
0.11545654386281967,
0.02355225197970867,
-0.033604979515075684,
-0.0433698408305645,
0.02280544303357601,
-0.007782113738358021,
-0.024941395968198776,
-0.03285287320613861,
-0.1419912576675415,
-0.04019730165600777,
0.06982960551977158,
0.08991240710020065,
0.07222006469964981,
-0.034857552498579025,
-0.08778280764818192,
-0.14711996912956238,
0.14588765799999237,
-0.045264437794685364,
-0.09200850129127502,
-0.08472944796085358,
-0.06333968788385391,
0.10391929000616074,
-0.09614251554012299,
0.015600086189806461,
-0.019591132178902626,
-0.04034817963838577,
-0.00845220685005188,
-0.12003283947706223,
0.10111367702484131,
-0.10204052925109863,
-0.14355334639549255,
-0.026243990287184715,
0.08619040995836258,
-0.009648465551435947,
-0.01543592382222414,
-0.015118497423827648,
0.06178976222872734,
-0.03975452110171318,
-0.12146981060504913,
0.12003837525844574,
-0.04445556923747063,
0.05235547572374344,
-0.0048504420556128025,
0.05599476397037506,
-0.08524025231599808,
-0.0305706188082695,
-0.11708090454339981,
0.09906330704689026,
0.28214725852012634,
-0.032914791256189346,
0.11132717877626419,
0.21339638531208038,
-0.005206990987062454,
-0.2705445885658264,
-0.08763423562049866,
-0.13476258516311646,
0.007163858041167259,
-0.03924102336168289,
-0.1301005780696869,
0.11743932217359543,
0.15923623740673065,
-0.0985984280705452,
0.08315324038267136,
-0.14945334196090698,
-0.14197668433189392,
0.1371258646249771,
0.06299153715372086,
0.29854610562324524,
-0.12896904349327087,
-0.07473290711641312,
-0.0001500201178714633,
-0.20894259214401245,
0.1952994465827942,
-0.12152141332626343,
0.06364165991544724,
-0.04036590829491615,
0.014690699055790901,
-0.01477049756795168,
-0.0387536846101284,
0.1467367261648178,
-0.047330450266599655,
0.044051457196474075,
-0.0884820818901062,
-0.05492040514945984,
0.05255849286913872,
-0.00203891983255744,
0.11702311784029007,
-0.07412756979465485,
0.072889544069767,
-0.09944863617420197,
-0.02396802231669426,
-0.08576110750436783,
0.085420623421669,
0.021872470155358315,
-0.1106048971414566,
-0.06968085467815399,
0.045254744589328766,
-0.052254389971494675,
-0.0432785227894783,
0.23997899889945984,
0.04774647206068039,
0.03962830826640129,
0.009947935119271278,
0.06811883300542831,
-0.0980563685297966,
0.11195499449968338,
-0.0719785988330841,
-0.09629352390766144,
0.05882951244711876,
-0.21082603931427002,
-0.003036434995010495,
0.08534620702266693,
0.026193641126155853,
0.022989362478256226,
-0.0034801126457750797,
-0.033336952328681946,
0.042437393218278885,
0.11133868992328644,
-0.23383209109306335,
-0.07189367711544037,
-0.014617647044360638,
-0.06377890706062317,
0.11701652407646179,
0.13173791766166687,
0.17324765026569366,
-0.06175583228468895,
-0.060604482889175415,
-0.025796562433242798,
0.03271878510713577,
-0.031951654702425,
0.10170981287956238,
0.0869487002491951,
0.02128264307975769,
-0.11907019466161728,
0.11736880242824554,
-0.040707364678382874,
-0.019000910222530365,
0.05301108583807945,
-0.022520162165164948,
-0.13114751875400543,
-0.08664070814847946,
-0.08511225134134293,
0.043105799704790115,
-0.057547055184841156,
-0.07853541523218155,
-0.028590084984898567,
-0.0622553788125515,
-0.0241116713732481,
0.0983881726861,
0.03628816083073616,
0.11449532955884933,
0.03018859587609768,
-0.06964275985956192,
-0.04629310593008995,
0.040561676025390625,
-0.0005730328266508877,
0.046263232827186584,
-0.1452929526567459,
0.020202085375785828,
-0.01743244379758835,
0.11086520552635193,
-0.07233946770429611,
0.01934116706252098,
-0.1324852555990219,
-0.014693573117256165,
-0.08160591125488281,
-0.04407478868961334,
-0.14638440310955048,
-0.026400530710816383,
-0.025033969432115555,
-0.18136301636695862,
-0.0734601616859436,
-0.016494443640112877,
-0.08952534198760986,
0.07639414817094803,
0.022778863087296486,
0.08406912535429001,
-0.1046156957745552,
-0.04332035779953003,
0.09464672207832336,
0.004331870935857296,
0.10557833313941956,
0.06788355857133865,
-0.024837730452418327,
0.11253632605075836,
-0.14408795535564423,
0.04235235974192619,
0.08858279883861542,
-0.022464126348495483,
0.04850896820425987,
-0.010750449262559414,
-0.004767427686601877,
0.07882564514875412,
0.04434711113572121,
0.08952327817678452,
0.04069587215781212,
-0.10089819878339767,
-0.02196844294667244,
-0.009546313434839249,
-0.06762809306383133,
-0.025580978021025658,
-0.02925078757107258,
0.13445435464382172,
-0.04624790698289871,
0.12855161726474762,
-0.07082477957010269,
-0.017638174816966057,
-0.09518914669752121,
0.0004870257980655879,
-0.019412852823734283,
-0.21326576173305511,
-0.042120154947042465,
-0.02021862380206585,
0.011739235371351242,
-0.00670972652733326,
0.2786717116832733,
-0.022193504497408867,
-0.10972201079130173,
0.013621708378195763,
0.06007499620318413,
0.001111058983951807,
0.018644746392965317,
0.17971578240394592,
0.04272286221385002,
-0.01935143955051899,
-0.12332141399383545,
0.046587664633989334,
0.005379298236221075,
-0.16343969106674194,
0.05913892388343811,
0.06536005437374115,
0.026082724332809448,
0.05816074088215828,
0.040339771658182144,
-0.07913196086883545,
-0.07144329696893692,
-0.15050008893013,
-0.1532970666885376,
0.03799925372004509,
0.06280995160341263,
0.03398483619093895,
0.1984095275402069,
-0.043426916003227234,
-0.027671314775943756,
0.0013045109808444977,
-0.020267270505428314,
-0.12660029530525208,
-0.15370066463947296,
-0.10885801911354065,
-0.10253902524709702,
0.05376257374882698,
-0.06802196055650711,
-0.021294010803103447,
0.06260767579078674,
0.07774527370929718,
-0.021361814811825752,
0.0919487327337265,
0.15973268449306488,
-0.027417093515396118,
0.09684078395366669,
-0.004082909319549799,
-0.050403136759996414,
-0.0744660422205925,
-0.047258637845516205,
-0.03959513083100319,
0.009047377854585648,
-0.052046675235033035,
0.01224568486213684,
-0.07280237972736359,
0.05145769193768501,
-0.08557296544313431,
-0.09486117213964462,
-0.06853238493204117,
0.05633458495140076,
-0.006811401806771755,
-0.035538118332624435,
0.051073189824819565,
0.04023396223783493,
0.08701881766319275,
0.21194221079349518,
0.03363678231835365,
-0.05469954013824463,
-0.07079901546239853,
0.06927535682916641,
-0.034611571580171585,
0.07308417558670044,
0.029802516102790833,
-0.024383634328842163,
0.01821432262659073,
0.21886803209781647,
0.2146148979663849,
0.047445204108953476,
0.058190733194351196,
-0.047290537506341934,
0.01847207359969616,
0.010512727312743664,
0.037890732288360596,
0.04442168027162552,
0.1653863489627838,
-0.06529457867145538,
-0.060194145888090134,
-0.04163657873868942,
-0.020960647612810135,
0.003947169054299593,
0.01286865584552288,
0.019795501604676247,
-0.05224191024899483,
-0.08700519800186157,
0.09916027635335922,
-0.09800084680318832,
0.04253478720784187,
-0.02317778207361698,
-0.11875046789646149,
-0.10683097690343857,
0.011476635001599789,
0.09044484049081802,
0.05803874507546425,
0.015090487897396088,
-0.01440977118909359,
-0.01255104225128889,
0.010032574646174908,
0.026856642216444016,
-0.15394341945648193,
-0.03528488427400589,
0.010360268875956535,
0.07241510599851608,
0.1450391560792923,
0.00606041494756937,
0.08654364198446274,
0.08179743587970734,
-0.003657269524410367,
-0.12886618077754974,
0.10866741091012955,
0.0242193341255188,
-0.01531760673969984,
0.0004856164159718901,
-0.014293703250586987,
0.044783901423215866,
-0.06303560733795166,
0.09049671143293381,
-0.009524653665721416,
0.03848707675933838,
0.048475481569767,
-0.022757988423109055,
-0.06783890724182129,
0.07526110112667084,
-0.048016611486673355,
0.09910205006599426,
0.050359949469566345,
-0.04623161628842354,
0.019872086122632027,
-0.0341775082051754,
0.0665564313530922,
0.009458647109568119,
-0.050185464322566986,
0.01584898866713047,
-0.12009699642658234,
-0.020002184435725212,
0.13942807912826538,
0.020451869815587997,
-0.12529543042182922,
0.0006253788596950471,
-0.13777045905590057,
-0.035124458372592926,
-0.0588737316429615,
0.029841464012861252,
0.09067846834659576,
0.0194387324154377,
-0.008168071508407593,
-0.14826059341430664,
0.041785646229982376,
0.07817230373620987,
-0.11007629334926605,
-0.11799908429384232
] |
null | null | transformers | 
In this case the tokenizer is the yi_tokenizer, loading it requires trust_remote_code=True
Have some fun with this fellow.
It can eat a lot of vram, depends on settings to make it useable on two 24 gb vram gpus:
Without fused attention, it's 27 gb vram, will need some if if yo do stuff.
You can also let if have fused attention and just reduce the max_seq_length to something way smaller yet still useful
License
The Yi series models are fully open for academic research and free commercial usage with permission via applications. All usage must adhere to the Model License Agreement 2.0. To apply for the official commercial license, please contact us ([email protected]).
Prompt Example:
```
### System:
You are an AI assistant. User will give you a task. Your goal is to complete the task as faithfully as you can. While performing the task think step-by-step and justify your steps.
### Instruction:
How do you fine tune a large language model?
### Response:
``` | {"license": "other", "datasets": ["totally-not-an-llm/EverythingLM-data-V3"], "license_name": "yi-license", "license_link": "LICENSE", "pipeline_tag": "text-generation"} | text-generation | KnutJaegersberg/Deacon-34B-200k-AWQ | [
"transformers",
"safetensors",
"llama",
"text-generation",
"dataset:totally-not-an-llm/EverythingLM-data-V3",
"license:other",
"autotrain_compatible",
"endpoints_compatible",
"text-generation-inference",
"4-bit",
"region:us"
] | 2023-11-11T03:19:30+00:00 | [] | [] | TAGS
#transformers #safetensors #llama #text-generation #dataset-totally-not-an-llm/EverythingLM-data-V3 #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #4-bit #region-us
| !image/png
In this case the tokenizer is the yi_tokenizer, loading it requires trust_remote_code=True
Have some fun with this fellow.
It can eat a lot of vram, depends on settings to make it useable on two 24 gb vram gpus:
Without fused attention, it's 27 gb vram, will need some if if yo do stuff.
!URL
You can also let if have fused attention and just reduce the max_seq_length to something way smaller yet still useful
!URL
License
The Yi series models are fully open for academic research and free commercial usage with permission via applications. All usage must adhere to the Model License Agreement 2.0. To apply for the official commercial license, please contact us (yi@URL).
Prompt Example:
| [] | [
"TAGS\n#transformers #safetensors #llama #text-generation #dataset-totally-not-an-llm/EverythingLM-data-V3 #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #4-bit #region-us \n"
] | [
77
] | [
"passage: TAGS\n#transformers #safetensors #llama #text-generation #dataset-totally-not-an-llm/EverythingLM-data-V3 #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #4-bit #region-us \n"
] | [
-0.0436151884496212,
0.04295889288187027,
-0.003598395735025406,
0.05853760614991188,
0.11735900491476059,
0.00508384732529521,
0.14433522522449493,
0.10900229960680008,
-0.06852370500564575,
-0.020794367417693138,
0.1603323519229889,
0.1953652799129486,
-0.05082053318619728,
0.08220499753952026,
-0.10949128866195679,
-0.12418332695960999,
0.07022823393344879,
0.010291766375303268,
0.012279565446078777,
0.06756941229104996,
0.09110814332962036,
-0.07714512199163437,
0.08851812034845352,
-0.11565711349248886,
-0.0684373676776886,
0.0324147567152977,
0.04529625549912453,
-0.11250866949558258,
0.08564704656600952,
0.08292456716299057,
0.04914284870028496,
0.05851875618100166,
-0.016605209559202194,
-0.19257278740406036,
0.016701169312000275,
0.02617214061319828,
-0.0800233855843544,
0.02104245312511921,
0.012205914594233036,
-0.05211424082517624,
0.018682951107621193,
-0.007663879077881575,
-0.0325956828892231,
0.0537094883620739,
-0.08860386908054352,
-0.029356272891163826,
-0.04361777752637863,
0.014437693171203136,
0.08635053783655167,
0.09596394002437592,
0.005695006810128689,
0.15307414531707764,
-0.03136637806892395,
0.13374841213226318,
0.12540727853775024,
-0.28535592555999756,
0.03902443125844002,
0.13829828798770905,
0.08063939213752747,
0.08063282072544098,
-0.03371937945485115,
0.08783270418643951,
0.08188759535551071,
0.008874966762959957,
0.030651086941361427,
-0.04621797427535057,
-0.09235534071922302,
0.051525864750146866,
-0.04770535230636597,
-0.014370491728186607,
0.2682648003101349,
-0.034616511315107346,
0.019488269463181496,
-0.07525640726089478,
-0.058592312037944794,
-0.12000410258769989,
-0.02197859063744545,
0.08142204582691193,
-0.017246775329113007,
0.06967369467020035,
-0.03908011317253113,
0.0025779511779546738,
-0.12293767184019089,
-0.005675050429999828,
-0.1958380788564682,
0.14012610912322998,
0.0032347491942346096,
0.04616846516728401,
-0.11298118531703949,
0.07509255409240723,
-0.0018402721034362912,
-0.08913157135248184,
-0.030747080221772194,
-0.0662437453866005,
0.04577995091676712,
-0.0034997565671801567,
-0.07265012711286545,
-0.04207594692707062,
0.1778537631034851,
0.10728871077299118,
0.017546268180012703,
0.012673042714595795,
-0.11362636089324951,
0.05064614489674568,
0.020571453496813774,
-0.021008649840950966,
-0.04324768856167793,
-0.05613476410508156,
0.11201158910989761,
-0.06280463188886642,
0.10709263384342194,
-0.041010789573192596,
-0.12089075893163681,
0.020507073029875755,
0.024110691621899605,
0.13563835620880127,
0.04520609974861145,
0.10954482108354568,
-0.038126371800899506,
0.0456203930079937,
0.05154772847890854,
-0.09447583556175232,
0.0014048921875655651,
-0.013759707100689411,
0.030872294679284096,
-0.004793223924934864,
0.026131436228752136,
0.034576743841171265,
-0.051070936024188995,
0.04524641111493111,
-0.06209474056959152,
-0.038751788437366486,
-0.033117614686489105,
-0.09019327163696289,
0.08122002333402634,
-0.0372832715511322,
0.032295357435941696,
-0.16653978824615479,
-0.22915735840797424,
0.056908171623945236,
0.0037016647402197123,
-0.03172246739268303,
0.015216667205095291,
-0.03149125725030899,
-0.06910087168216705,
0.02913503348827362,
-0.08045728504657745,
0.013403867371380329,
-0.10270189493894577,
0.08094979077577591,
-0.002361380960792303,
0.053540024906396866,
-0.1570242941379547,
0.03406326100230217,
-0.12660855054855347,
0.018538948148489,
0.034414149820804596,
0.04971727356314659,
-0.09096569567918777,
0.13133105635643005,
-0.02491476759314537,
0.007239993661642075,
-0.015943467617034912,
0.048730842769145966,
-0.010987527668476105,
0.1629021316766739,
-0.16655263304710388,
-0.03729613497853279,
0.1527867317199707,
-0.12527643144130707,
-0.2030716836452484,
0.09104130417108536,
-0.014584504067897797,
-0.0007570292218588293,
0.1134747862815857,
0.09122277796268463,
0.02473389357328415,
-0.07202639430761337,
-0.03994864970445633,
0.11722184717655182,
-0.05902283266186714,
-0.11197902262210846,
0.006817241664975882,
0.037843599915504456,
-0.12483789026737213,
0.0779571682214737,
0.06435276567935944,
0.019862482324242592,
-0.04760778322815895,
-0.0685274749994278,
-0.08737992495298386,
-0.07701628655195236,
0.0063542695716023445,
-0.026932958513498306,
0.030154934152960777,
-0.09988614916801453,
-0.015146968886256218,
0.054695528000593185,
0.05178101733326912,
-0.04216897487640381,
0.032146938145160675,
-0.08177240192890167,
0.08841273188591003,
-0.06835009902715683,
0.03576931729912758,
-0.11784776300191879,
-0.12620940804481506,
-0.015192557126283646,
0.15493148565292358,
0.021132711321115494,
0.0335850790143013,
0.04389754682779312,
0.038664139807224274,
-0.04602824151515961,
0.00881425105035305,
0.1904720664024353,
0.0710085779428482,
-0.0613882914185524,
-0.13660821318626404,
0.06657940149307251,
-0.07074957340955734,
0.018532877787947655,
-0.09172162413597107,
-0.006046491675078869,
0.0383165143430233,
0.1088661476969719,
0.014566533267498016,
0.06037241593003273,
-0.01274163369089365,
0.03962496668100357,
-0.1169755607843399,
0.01172550953924656,
0.059059590101242065,
-0.003547719679772854,
-0.12228580564260483,
0.14688223600387573,
-0.14776815474033356,
0.27116140723228455,
0.2214057892560959,
-0.13579557836055756,
0.03956277668476105,
-0.05794166773557663,
0.017927052453160286,
-0.0069435108453035355,
-0.011655849404633045,
-0.041093356907367706,
-0.10374243557453156,
0.0065914723090827465,
0.17232465744018555,
-0.05507637560367584,
-0.007035525515675545,
0.005776342935860157,
-0.06605264544487,
-0.06942731142044067,
0.08135704696178436,
0.07789789140224457,
-0.14534546434879303,
0.16777801513671875,
0.16849285364151,
-0.00987323373556137,
0.13707973062992096,
-0.04821734502911568,
0.008156068623065948,
0.006060327403247356,
-0.0018462304724380374,
-0.003946590702980757,
-0.03149687871336937,
-0.08516394346952438,
0.024081667885184288,
0.07232972979545593,
0.03029439225792885,
0.04641054570674896,
-0.11189691722393036,
-0.059329405426979065,
-0.01191616989672184,
-0.05606694892048836,
-0.013988197781145573,
0.0715813860297203,
-0.005567062180489302,
0.12537100911140442,
-0.09540343284606934,
-0.04057729244232178,
0.12204127013683319,
-0.00357830966822803,
-0.07840639352798462,
0.17937889695167542,
-0.17025677859783173,
-0.24994869530200958,
-0.16851159930229187,
-0.1995842009782791,
-0.13299041986465454,
0.03737255558371544,
0.11949046701192856,
-0.05020039156079292,
-0.09133783727884293,
-0.11462859064340591,
-0.05318208411335945,
-0.005015577655285597,
0.03349926695227623,
-0.028215916827321053,
0.06643486022949219,
-0.02265128865838051,
-0.1428830623626709,
-0.025077084079384804,
0.04402216896414757,
-0.018481416627764702,
0.12537729740142822,
-0.05547704920172691,
0.09807968884706497,
0.09560399502515793,
0.019062569364905357,
0.014589543454349041,
-0.06564986705780029,
0.16158336400985718,
0.004866583272814751,
-0.02779287099838257,
0.18465404212474823,
-0.017222436144948006,
0.0356840044260025,
0.16167043149471283,
0.015093681402504444,
-0.1121930480003357,
0.04772200807929039,
-0.01486429013311863,
-0.10303613543510437,
-0.19096460938453674,
-0.13183318078517914,
-0.07081501930952072,
0.09373106062412262,
0.016171732917428017,
0.08712932467460632,
0.06159230321645737,
0.04677139222621918,
-0.028326531872153282,
0.023716770112514496,
0.03185289725661278,
0.045954156666994095,
0.26638105511665344,
-0.04755271598696709,
0.143376886844635,
-0.10890039056539536,
-0.06092299893498421,
0.0918598622083664,
0.08548677712678909,
0.10647797584533691,
0.020307648926973343,
0.05383290350437164,
0.04518979787826538,
0.07675502449274063,
0.06915434449911118,
0.11752014607191086,
0.024927787482738495,
-0.04005100950598717,
-0.0044276840053498745,
-0.04991979897022247,
-0.0011213183170184493,
0.024971550330519676,
-0.07092752307653427,
-0.10484889894723892,
-0.028807258233428,
0.0007296489784494042,
0.0846935585141182,
0.052616920322179794,
0.06508354842662811,
-0.23778502643108368,
0.013454302214086056,
0.10055266320705414,
0.008821276016533375,
-0.051616061478853226,
0.07893821597099304,
0.02553088590502739,
0.03973578289151192,
0.10536542534828186,
-0.007243768777698278,
0.07606127858161926,
0.010928630828857422,
0.04833782836794853,
-0.054279476404190063,
-0.055480267852544785,
-0.00800259504467249,
0.12170369923114777,
-0.3543631434440613,
0.16041573882102966,
0.013543782755732536,
0.013903810642659664,
-0.07760648429393768,
-0.02017250843346119,
-0.01049176137894392,
0.18820104002952576,
0.12394411861896515,
-0.020726995542645454,
-0.08786805719137192,
-0.11164798587560654,
-0.058614302426576614,
0.02834255062043667,
0.05406557396054268,
0.06111790984869003,
0.038213104009628296,
-0.06025312468409538,
-0.011881097219884396,
0.03937535360455513,
0.0079229436814785,
-0.04066044092178345,
-0.15918976068496704,
0.03633042797446251,
0.15256603062152863,
0.0562521368265152,
-0.03533212095499039,
-0.028479931876063347,
-0.14172402024269104,
0.17641261219978333,
-0.08479908108711243,
-0.06913156062364578,
-0.103509820997715,
-0.05422021821141243,
0.07133293151855469,
-0.026280216872692108,
0.04166429862380028,
-0.03670033439993858,
0.03878801316022873,
-0.035446636378765106,
-0.19832898676395416,
0.07610459625720978,
-0.12315068393945694,
-0.08658643066883087,
-0.03949286788702011,
0.11337386071681976,
-0.103831946849823,
-0.019637519493699074,
0.0462486669421196,
0.024134548380970955,
-0.046202123165130615,
-0.09306406229734421,
-0.026966795325279236,
0.06856381893157959,
0.056945230811834335,
0.04988833889365196,
-0.12569694221019745,
-0.06479106843471527,
0.03677819296717644,
-0.10861897468566895,
0.2045517861843109,
0.28508856892585754,
-0.060139089822769165,
0.13974708318710327,
0.18528947234153748,
-0.11623597890138626,
-0.36413338780403137,
-0.1344909369945526,
-0.17556132376194,
-0.038547955453395844,
0.017212122678756714,
-0.05894553288817406,
0.10825666785240173,
0.050909530371427536,
-0.03459475189447403,
0.09118125587701797,
-0.20790700614452362,
-0.11800125241279602,
0.16336853802204132,
0.03284904733300209,
0.3292968273162842,
-0.16383202373981476,
-0.08263012021780014,
-0.16146689653396606,
-0.08453825116157532,
0.18459120392799377,
-0.11509371548891068,
0.11499743908643723,
0.0019316521938890219,
0.009531676769256592,
0.010787376202642918,
-0.0697760358452797,
0.09673985093832016,
-0.01790616847574711,
0.10518128424882889,
-0.1156291738152504,
0.02701442688703537,
0.08538693934679031,
-0.03311783820390701,
0.09764574468135834,
-0.1880452185869217,
0.04979347810149193,
-0.004425126127898693,
-0.024485837668180466,
-0.018177403137087822,
0.08206973969936371,
0.008888864889740944,
-0.05787516385316849,
-0.05282233655452728,
-0.051739055663347244,
0.03712750971317291,
-0.058162666857242584,
0.20511579513549805,
-0.025508681312203407,
0.08259411156177521,
0.24716170132160187,
0.10440188646316528,
-0.17038415372371674,
0.09669230133295059,
-0.025665994733572006,
-0.1163056492805481,
0.05048105865716934,
-0.11088196188211441,
0.0854441374540329,
0.08523637056350708,
-0.04234893620014191,
0.09243012964725494,
0.08028946071863174,
0.0435619093477726,
-0.006145050749182701,
0.16022759675979614,
-0.17322321236133575,
-0.03276946023106575,
-0.02651906944811344,
-0.016774572432041168,
0.048903051763772964,
0.0851898044347763,
0.1832699179649353,
-0.021576430648565292,
0.033776845782995224,
-0.013915915973484516,
0.0511121042072773,
-0.037558890879154205,
0.13032719492912292,
0.021170834079384804,
0.012763198465108871,
-0.14866983890533447,
0.09737250208854675,
-0.03177933767437935,
-0.08818250149488449,
0.03871702030301094,
0.03364376351237297,
-0.1426570862531662,
-0.1339462846517563,
-0.012630444951355457,
0.10971976816654205,
-0.1484229415655136,
-0.08414018899202347,
-0.07378461956977844,
-0.13283506035804749,
0.05859751254320145,
0.1738261580467224,
0.055793579667806625,
0.11613636463880539,
0.005069388076663017,
-0.06451016664505005,
-0.07170892506837845,
0.0933789387345314,
0.010537177324295044,
0.06472858041524887,
-0.16507850587368011,
0.04715253412723541,
-0.0446811318397522,
0.04507492855191231,
-0.07740169763565063,
0.012214547023177147,
-0.13625767827033997,
0.02492031268775463,
-0.2139318287372589,
0.0025293107610195875,
-0.054088108241558075,
-0.009014012292027473,
0.024617617949843407,
-0.02275284007191658,
-0.030888492241501808,
-0.009822450578212738,
-0.05166199803352356,
0.015798110514879227,
-0.011844507418572903,
0.050427500158548355,
-0.14894886314868927,
-0.06275221705436707,
0.020072000101208687,
-0.015380644239485264,
0.10086266696453094,
0.05504617094993591,
-0.10266760736703873,
0.09378765523433685,
-0.17730407416820526,
-0.04068076238036156,
0.1377663016319275,
0.026782529428601265,
0.020213034003973007,
0.02091589756309986,
0.00813352968543768,
0.1594989150762558,
-0.00746877770870924,
0.07733985781669617,
0.0215713232755661,
-0.11260247230529785,
-0.04946134239435196,
-0.0723017156124115,
-0.0734352171421051,
-0.026003889739513397,
-0.05209539458155632,
0.13538755476474762,
-0.00749507499858737,
0.21416117250919342,
-0.08035778254270554,
-0.009847335517406464,
-0.05400322750210762,
0.0028532298747450113,
-0.014008618891239166,
-0.1899082064628601,
-0.13539940118789673,
-0.04014290124177933,
0.011339860036969185,
-0.04211202263832092,
0.29429298639297485,
0.03528338298201561,
-0.10491590201854706,
0.045516613870859146,
0.040822334587574005,
0.015436365269124508,
0.03829869627952576,
0.35626381635665894,
0.05073326453566551,
-0.005806670058518648,
-0.15639543533325195,
0.026039529591798782,
0.07793496549129486,
-0.023670142516493797,
0.014417356811463833,
0.055953096598386765,
-0.05392413213849068,
0.06617323309183121,
0.08255334198474884,
-0.05175912007689476,
-0.027796495705842972,
-0.07513365149497986,
-0.06936345249414444,
0.08780357986688614,
-0.007646897807717323,
0.02935926429927349,
0.13149040937423706,
-0.04050305485725403,
-0.006698861718177795,
-0.07994411885738373,
-0.05392087623476982,
-0.15613411366939545,
-0.1626296043395996,
-0.12359348684549332,
-0.11306110769510269,
0.013014007359743118,
-0.10950327664613724,
0.026063265278935432,
0.08042708784341812,
0.06544889509677887,
-0.029819253832101822,
0.0785738155245781,
-0.020665878430008888,
-0.023953266441822052,
-0.015476477332413197,
-0.03604782000184059,
-0.026645483449101448,
0.012645997107028961,
-0.040630191564559937,
-0.028331998735666275,
-0.04704483598470688,
-0.05519630387425423,
0.07788971066474915,
0.02876591682434082,
0.0863792672753334,
-0.14082422852516174,
-0.0734223872423172,
-0.0417596809566021,
0.0563078336417675,
0.0025202613323926926,
0.18283119797706604,
0.02789909765124321,
-0.03602096810936928,
0.07763894647359848,
0.22435493767261505,
-0.07581868022680283,
-0.1672825813293457,
-0.03869885951280594,
0.1797543466091156,
0.0449906550347805,
0.10395146906375885,
-0.010435865260660648,
-0.01680336706340313,
-0.010662245564162731,
0.28652164340019226,
0.3041643798351288,
-0.045913659036159515,
0.03248469531536102,
-0.04160574451088905,
0.02601083181798458,
0.03206871822476387,
0.10615614056587219,
0.08769156783819199,
0.1826632022857666,
-0.023190712556242943,
0.020324092358350754,
-0.03431228920817375,
0.0105132469907403,
-0.11556292325258255,
0.10832206159830093,
-0.02833854965865612,
-0.06294254958629608,
-0.038929764181375504,
0.0731496587395668,
-0.1440044641494751,
0.06302670389413834,
-0.029559141024947166,
-0.10326148569583893,
-0.011386826634407043,
-0.0054988982155919075,
0.17125160992145538,
0.005539023783057928,
-0.01748340018093586,
-0.04854128137230873,
0.003496697638183832,
0.052386753261089325,
-0.030527282506227493,
-0.1778714805841446,
0.024309514090418816,
0.01849881187081337,
0.047016728669404984,
0.03798837959766388,
0.024020936340093613,
0.09683831036090851,
0.0774652510881424,
0.01312332134693861,
-0.09506863355636597,
0.1872708648443222,
0.00818106159567833,
-0.05833260715007782,
0.06857191771268845,
-0.06294853985309601,
-0.021458890289068222,
0.058113835752010345,
0.0313071645796299,
-0.03788337856531143,
0.035561174154281616,
0.014852594584226608,
-0.08506885915994644,
-0.03171078860759735,
0.00761095667257905,
-0.05141010880470276,
0.0938771516084671,
0.01794416829943657,
-0.03254273906350136,
0.009831706993281841,
-0.05296485126018524,
0.038782116025686264,
-0.015426943078637123,
-0.15379533171653748,
0.008941741660237312,
-0.16391105949878693,
-0.0459919348359108,
0.20170211791992188,
0.03621096536517143,
-0.2776500880718231,
-0.004342281725257635,
-0.06095391884446144,
0.014485272578895092,
-0.15517663955688477,
0.07249493151903152,
0.21326912939548492,
-0.007110316306352615,
-0.04829024523496628,
-0.06226985156536102,
0.03456374630331993,
0.03838064521551132,
-0.05723088979721069,
-0.12219744920730591
] |
null | null | ml-agents |
# **ppo** Agent playing **Huggy**
This is a trained model of a **ppo** agent playing **Huggy**
using the [Unity ML-Agents Library](https://github.com/Unity-Technologies/ml-agents).
## Usage (with ML-Agents)
The Documentation: https://unity-technologies.github.io/ml-agents/ML-Agents-Toolkit-Documentation/
We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
- A *short tutorial* where you teach Huggy the Dog 🐶 to fetch the stick and then play with him directly in your
browser: https://huggingface.co/learn/deep-rl-course/unitbonus1/introduction
- A *longer tutorial* to understand how works ML-Agents:
https://huggingface.co/learn/deep-rl-course/unit5/introduction
### Resume the training
```bash
mlagents-learn <your_configuration_file_path.yaml> --run-id=<run_id> --resume
```
### Watch your Agent play
You can watch your agent **playing directly in your browser**
1. If the environment is part of ML-Agents official environments, go to https://huggingface.co/unity
2. Step 1: Find your model_id: cuongptnk/ppo-Huggy
3. Step 2: Select your *.nn /*.onnx file
4. Click on Watch the agent play 👀
| {"library_name": "ml-agents", "tags": ["Huggy", "deep-reinforcement-learning", "reinforcement-learning", "ML-Agents-Huggy"]} | reinforcement-learning | cuongptnk/ppo-Huggy | [
"ml-agents",
"tensorboard",
"onnx",
"Huggy",
"deep-reinforcement-learning",
"reinforcement-learning",
"ML-Agents-Huggy",
"region:us"
] | 2023-11-11T03:22:49+00:00 | [] | [] | TAGS
#ml-agents #tensorboard #onnx #Huggy #deep-reinforcement-learning #reinforcement-learning #ML-Agents-Huggy #region-us
|
# ppo Agent playing Huggy
This is a trained model of a ppo agent playing Huggy
using the Unity ML-Agents Library.
## Usage (with ML-Agents)
The Documentation: URL
We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:
- A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your
browser: URL
- A *longer tutorial* to understand how works ML-Agents:
URL
### Resume the training
### Watch your Agent play
You can watch your agent playing directly in your browser
1. If the environment is part of ML-Agents official environments, go to URL
2. Step 1: Find your model_id: cuongptnk/ppo-Huggy
3. Step 2: Select your *.nn /*.onnx file
4. Click on Watch the agent play
| [
"# ppo Agent playing Huggy\n This is a trained model of a ppo agent playing Huggy\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: cuongptnk/ppo-Huggy\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play"
] | [
"TAGS\n#ml-agents #tensorboard #onnx #Huggy #deep-reinforcement-learning #reinforcement-learning #ML-Agents-Huggy #region-us \n",
"# ppo Agent playing Huggy\n This is a trained model of a ppo agent playing Huggy\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: cuongptnk/ppo-Huggy\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play"
] | [
44,
200
] | [
"passage: TAGS\n#ml-agents #tensorboard #onnx #Huggy #deep-reinforcement-learning #reinforcement-learning #ML-Agents-Huggy #region-us \n# ppo Agent playing Huggy\n This is a trained model of a ppo agent playing Huggy\n using the Unity ML-Agents Library.\n\n ## Usage (with ML-Agents)\n The Documentation: URL\n\n We wrote a complete tutorial to learn to train your first agent using ML-Agents and publish it to the Hub:\n - A *short tutorial* where you teach Huggy the Dog to fetch the stick and then play with him directly in your\n browser: URL\n - A *longer tutorial* to understand how works ML-Agents:\n URL\n\n ### Resume the training\n \n\n ### Watch your Agent play\n You can watch your agent playing directly in your browser\n\n 1. If the environment is part of ML-Agents official environments, go to URL\n 2. Step 1: Find your model_id: cuongptnk/ppo-Huggy\n 3. Step 2: Select your *.nn /*.onnx file\n 4. Click on Watch the agent play"
] | [
0.01978311315178871,
0.02757745236158371,
-0.004228545352816582,
0.03563931956887245,
0.1388033628463745,
-0.0029977215453982353,
0.15905335545539856,
0.12155631184577942,
0.13088996708393097,
0.0945964977145195,
0.06729243695735931,
0.04770508408546448,
0.053835757076740265,
0.1871974617242813,
0.08427231758832932,
-0.2246631234884262,
0.0020606820471584797,
-0.08417176455259323,
0.06369625777006149,
0.08946847170591354,
0.03621268644928932,
-0.034804828464984894,
0.07450395077466965,
0.03417062386870384,
-0.039195459336042404,
-0.02550865150988102,
-0.08729258924722672,
-0.020409729331731796,
0.0485338494181633,
-0.0026652615051716566,
-0.021291039884090424,
-0.031009778380393982,
0.05765818431973457,
-0.21737898886203766,
0.03031552955508232,
0.05828576907515526,
-0.009884757921099663,
0.007770071271806955,
0.1006804034113884,
0.04097799211740494,
0.10739865899085999,
-0.07636190950870514,
0.06760087609291077,
0.05951734259724617,
-0.06136128678917885,
0.015219531953334808,
-0.12908552587032318,
0.04348372295498848,
0.21818292140960693,
0.10136140137910843,
0.00005925359801040031,
0.10615544021129608,
-0.09776714444160461,
0.02974349446594715,
0.19040529429912567,
-0.24605827033519745,
-0.07342109829187393,
0.08886151015758514,
0.08017141371965408,
-0.005709394812583923,
-0.04645399749279022,
0.03388854116201401,
-0.018225522711873055,
0.046521514654159546,
0.07375109940767288,
-0.02824244275689125,
0.23108269274234772,
-0.014234397560358047,
-0.08110135048627853,
-0.06965312361717224,
0.03171589598059654,
0.06145889312028885,
-0.06237765774130821,
-0.22601667046546936,
0.030068693682551384,
0.1037728413939476,
-0.026310427114367485,
0.019660184159874916,
0.07274738699197769,
-0.016482289880514145,
-0.04139772802591324,
-0.10781432688236237,
-0.04679117724299431,
-0.05991635471582413,
0.06541004776954651,
0.15100228786468506,
-0.0012679361971095204,
-0.041488151997327805,
0.07876618206501007,
0.07623841613531113,
0.034581270068883896,
-0.02985977753996849,
-0.027192862704396248,
-0.030729440972208977,
-0.11798364669084549,
0.0023547180462628603,
-0.009134488180279732,
0.07243407517671585,
0.06092202290892601,
0.13162639737129211,
0.026857750490307808,
0.01530225109308958,
0.026838090270757675,
0.053326718509197235,
-0.011295460164546967,
0.14536970853805542,
0.005934702232480049,
0.03351147472858429,
0.040873121470212936,
0.05482980236411095,
0.0697290375828743,
-0.0565677136182785,
-0.10161565244197845,
0.07470106333494186,
-0.1090831458568573,
0.10110358148813248,
0.08647702634334564,
0.029544606804847717,
-0.07904323190450668,
-0.022307703271508217,
0.025643639266490936,
-0.13056087493896484,
0.07361539453268051,
0.047081537544727325,
-0.02953757345676422,
-0.08901749551296234,
-0.004138292744755745,
0.005944530013948679,
-0.07509961724281311,
0.03414497151970863,
-0.034411825239658356,
0.042097751051187515,
-0.009008539840579033,
-0.03585219755768776,
0.1002255380153656,
-0.0781940147280693,
-0.02768644131720066,
-0.1576065570116043,
-0.08268864452838898,
-0.05871552973985672,
0.03627995029091835,
-0.05366431549191475,
-0.12288036197423935,
-0.05316496267914772,
0.009613992646336555,
-0.09086903184652328,
-0.00275082397274673,
-0.04054548218846321,
-0.06630383431911469,
-0.006941645871847868,
-0.051656462252140045,
0.07269096374511719,
0.15560565888881683,
0.033172931522130966,
-0.018789466470479965,
0.0861898884177208,
-0.18891999125480652,
0.10388414561748505,
-0.11206544935703278,
0.17851346731185913,
-0.05116470530629158,
0.011950317770242691,
0.036049921065568924,
0.012824185192584991,
0.01979745179414749,
0.17048728466033936,
-0.04670840874314308,
-0.11328355222940445,
0.14356979727745056,
-0.029511261731386185,
-0.11378561705350876,
0.06528673321008682,
0.038854215294122696,
0.06159336864948273,
0.026923391968011856,
0.2404063194990158,
0.10658589005470276,
-0.28540492057800293,
0.05082068219780922,
0.04051731154322624,
-0.13071589171886444,
0.024232778698205948,
0.13861076533794403,
-0.06801444292068481,
0.0005466769798658788,
0.003403198206797242,
-0.15270419418811798,
0.08388569951057434,
-0.011694773100316525,
-0.02910842001438141,
0.0447358638048172,
-0.034693337976932526,
-0.008852902799844742,
-0.02205422893166542,
-0.004346996080130339,
-0.04597286134958267,
-0.09702305495738983,
-0.05818760395050049,
0.08633550256490707,
-0.013162902556359768,
0.07524370402097702,
-0.06491301953792572,
0.12993964552879333,
0.03197728469967842,
0.044122785329818726,
-0.0865706354379654,
-0.12062527984380722,
0.020047781988978386,
0.018580039963126183,
0.08953358232975006,
-0.10763765126466751,
0.05042406916618347,
0.06995153427124023,
0.011891527101397514,
-0.07210448384284973,
-0.09959344565868378,
-0.013349343091249466,
-0.06958315521478653,
-0.10654977709054947,
-0.060291774570941925,
-0.062288057059049606,
0.14660868048667908,
-0.07446292787790298,
0.058267559856176376,
-0.10082236677408218,
0.04137754067778587,
-0.014265757985413074,
-0.035122741013765335,
0.05714479833841324,
0.01667134463787079,
0.030785873532295227,
-0.06888692080974579,
0.10597959160804749,
0.04001755267381668,
-0.08210189640522003,
0.09576049447059631,
-0.052762020379304886,
-0.07574449479579926,
0.10163072496652603,
0.06804440915584564,
-0.02094781957566738,
-0.052180126309394836,
-0.08838129043579102,
0.008628439158201218,
-0.08012346923351288,
-0.00408601388335228,
0.1579623967409134,
0.10641024261713028,
0.1109304130077362,
-0.07370132207870483,
-0.06977880746126175,
-0.019861560314893723,
-0.1010558158159256,
-0.05593519285321236,
0.15044164657592773,
0.04308890551328659,
0.09873366355895996,
0.0535375252366066,
0.04927212744951248,
0.07571965456008911,
0.09576918929815292,
0.01955193653702736,
-0.12073857337236404,
-0.016476131975650787,
0.06923429667949677,
0.04843447729945183,
0.00821319967508316,
0.010758740827441216,
-0.013494271785020828,
0.018614387139678,
-0.03995499387383461,
-0.003288873238489032,
-0.1366383135318756,
-0.08010323345661163,
0.0014132069190964103,
-0.03555601090192795,
0.03664490208029747,
-0.010306923650205135,
-0.03520634397864342,
0.05746002495288849,
0.10592643171548843,
0.03520403802394867,
-0.002106025582179427,
-0.0439799502491951,
-0.11436353623867035,
0.06871892511844635,
-0.09093311429023743,
-0.31268274784088135,
-0.1251157820224762,
-0.12676940858364105,
-0.06071934476494789,
0.023219915106892586,
0.05281907692551613,
-0.16768008470535278,
-0.02163783274590969,
-0.11357676237821579,
-0.04217216372489929,
0.06846658140420914,
-0.06597600877285004,
0.1761786788702011,
0.09467810392379761,
0.01338979136198759,
-0.07301370054483414,
-0.021050401031970978,
0.009321806021034718,
-0.05194001644849777,
0.036076080054044724,
0.02490832284092903,
0.06643533706665039,
0.13010896742343903,
0.0843317061662674,
0.04171854630112648,
-0.030957084149122238,
0.0822574719786644,
-0.07497978955507278,
-0.01887347921729088,
0.10742004215717316,
-0.022080006077885628,
0.08332376927137375,
0.0445556603372097,
0.023348569869995117,
-0.03084629401564598,
0.05611909180879593,
0.009629462845623493,
-0.06792063266038895,
-0.19082452356815338,
-0.10842063277959824,
-0.029698040336370468,
0.22918418049812317,
0.0829380676150322,
0.08949841558933258,
-0.066941037774086,
-0.0355665348470211,
0.0008063088171184063,
-0.04500095546245575,
0.13161052763462067,
0.11877458542585373,
-0.029966726899147034,
-0.07821967452764511,
-0.00921852421015501,
-0.04041389375925064,
0.019793037325143814,
0.09642034024000168,
0.0026109241880476475,
0.06798288226127625,
0.025493012741208076,
0.028377067297697067,
0.032613605260849,
-0.033679310232400894,
-0.06511110067367554,
0.06044834479689598,
0.033074937760829926,
0.00010593391925795004,
-0.03246428817510605,
-0.08425559848546982,
-0.031132914125919342,
0.09399928152561188,
0.13222730159759521,
-0.072391577064991,
-0.0905706062912941,
0.06501726061105728,
0.10526405274868011,
0.1168019250035286,
0.024505842477083206,
-0.1340247094631195,
-0.04937534034252167,
0.00732958409935236,
-0.12426158040761948,
0.025015946477651596,
-0.004558402579277754,
0.045789651572704315,
-0.19486740231513977,
0.07056920230388641,
0.026166032999753952,
0.1144024208188057,
0.05132734403014183,
0.0020966453012079,
0.037630535662174225,
0.08982715010643005,
-0.017791396006941795,
0.062194064259529114,
-0.15958411991596222,
0.062157709151506424,
-0.017653005197644234,
0.0708465725183487,
-0.04368782043457031,
0.00034827800118364394,
0.09449655562639236,
-0.029642630368471146,
0.17555493116378784,
0.04068974778056145,
0.09489407390356064,
-0.07959052175283432,
-0.20005127787590027,
-0.04475054889917374,
-0.005238341633230448,
-0.08915304392576218,
0.07428430020809174,
-0.0017355820164084435,
-0.046599093824625015,
-0.10694543272256851,
0.1387888640165329,
0.025464674457907677,
-0.06314165145158768,
-0.0006531176622956991,
-0.06712731719017029,
0.019753091037273407,
-0.05668467655777931,
-0.03638980910181999,
-0.04012630134820938,
0.21107140183448792,
0.12572059035301208,
-0.02470005489885807,
-0.08833007514476776,
-0.06683395802974701,
-0.029913701117038727,
-0.025422049686312675,
-0.001998179592192173,
-0.01145697571337223,
0.1458408683538437,
-0.08580353856086731,
-0.03405844420194626,
-0.01328378077596426,
-0.09579573571681976,
-0.1171538382768631,
-0.010107623413205147,
0.24182961881160736,
-0.005513750948011875,
0.09689898043870926,
-0.02417050488293171,
0.013012927956879139,
0.0014416674384847283,
-0.09128421545028687,
0.13669422268867493,
0.18878896534442902,
0.011267244815826416,
0.057175762951374054,
-0.09990426898002625,
0.05338892713189125,
-0.11499477922916412,
-0.029086824506521225,
0.20119446516036987,
0.3096298277378082,
-0.031031720340251923,
0.20857428014278412,
0.056013163179159164,
-0.05628347769379616,
-0.21969148516654968,
-0.07399294525384903,
0.044692862778902054,
-0.009098985232412815,
0.12417454272508621,
-0.14287817478179932,
0.0310567244887352,
0.03604235500097275,
-0.013532736338675022,
0.025893937796354294,
-0.15373165905475616,
-0.09753929078578949,
-0.015821687877178192,
0.061412811279296875,
0.006785680539906025,
-0.09045799821615219,
-0.05869324132800102,
-0.022346636280417442,
-0.0951753482222557,
0.07207663357257843,
-0.1478317230939865,
0.08490980416536331,
0.007136569824069738,
0.04004755616188049,
0.04367614537477493,
-0.030588611960411072,
0.13268791139125824,
-0.06554532796144485,
-0.043466757982969284,
-0.08700139075517654,
-0.009803025051951408,
-0.018302971497178078,
-0.1130618304014206,
0.08034567534923553,
-0.04625759273767471,
-0.05988665670156479,
-0.1720411330461502,
-0.044023677706718445,
-0.04495558515191078,
0.04220261052250862,
-0.01415494829416275,
-0.015062905848026276,
-0.013382484205067158,
0.07328445464372635,
0.07724156230688095,
0.04193980246782303,
0.04426058754324913,
-0.026108816266059875,
-0.017031745985150337,
0.07572368532419205,
0.08768753707408905,
0.016842558979988098,
-0.0853423923254013,
-0.03932756930589676,
-0.044482070952653885,
-0.025216281414031982,
-0.08421824127435684,
-0.006267576478421688,
0.033466972410678864,
0.01714237593114376,
0.05291629955172539,
0.052310820668935776,
-0.10151855647563934,
-0.010498013347387314,
0.07972120493650436,
-0.10323026031255722,
-0.12184291332960129,
-0.047102250158786774,
-0.1005951389670372,
-0.04895954206585884,
-0.07796136289834976,
0.041755158454179764,
-0.02787061221897602,
-0.00783527735620737,
0.04709520563483238,
0.042250823229551315,
-0.06667187064886093,
0.022722769528627396,
-0.017768798395991325,
0.015657594427466393,
-0.06531951576471329,
0.14039628207683563,
0.008898576721549034,
-0.058978594839572906,
0.02835918590426445,
0.20658239722251892,
-0.06596525013446808,
-0.07017331570386887,
-0.050830498337745667,
0.043277181684970856,
0.1587420105934143,
-0.023113079369068146,
-0.030904076993465424,
-0.08042600005865097,
0.08052904158830643,
-0.08131522685289383,
0.0033647259697318077,
-0.08219478279352188,
0.0333893783390522,
0.09015686810016632,
-0.10691199451684952,
0.09181901812553406,
0.0034013206604868174,
-0.0561034269630909,
-0.10860295593738556,
0.08688191324472427,
0.05443357676267624,
0.1723630279302597,
-0.020302273333072662,
-0.046603165566921234,
-0.1486891657114029,
0.002972713904455304,
-0.03701966628432274,
-0.0037168506532907486,
-0.1800266057252884,
-0.015475831925868988,
-0.02483920007944107,
0.04971543326973915,
-0.014773650094866753,
0.032285332679748535,
-0.05124770477414131,
-0.07491323351860046,
-0.06040012836456299,
0.08435207605361938,
-0.042094890028238297,
-0.02803030237555504,
0.0349138118326664,
-0.0873846560716629,
0.10491037368774414,
0.07684362679719925,
-0.019150640815496445,
-0.04740958288311958,
-0.06344367563724518,
-0.04009229689836502,
0.02750268764793873,
-0.04241947457194328,
0.04153801500797272,
-0.1760348081588745,
0.0074531626887619495,
-0.04686411842703819,
-0.09643639624118805,
0.01701505295932293,
0.11743830889463425,
-0.07989344000816345,
0.05508918687701225,
0.019185662269592285,
-0.12469417601823807,
-0.07920785248279572,
-0.0012249809224158525,
0.019212186336517334,
0.05829648673534393,
0.06953991204500198,
-0.07637862116098404,
0.1705503761768341,
-0.12399502843618393,
-0.012365702539682388,
-0.0010332092642784119,
0.027436770498752594,
0.020213576033711433,
-0.08980923146009445,
0.03226547688245773,
-0.006155603565275669,
0.13663490116596222,
0.07241939008235931,
-0.033481962978839874,
0.02872701920568943,
0.035165540874004364,
0.0972030833363533,
0.010105595923960209,
0.01697520911693573,
-0.015507367439568043,
-0.0005246559740044177,
0.03957797586917877,
-0.010375953279435635,
0.06445462256669998,
-0.13436946272850037,
0.1011682078242302,
0.06189536303281784,
0.14364394545555115,
0.06092200428247452,
0.08472712337970734,
-0.09587638825178146,
-0.18088345229625702,
-0.03483257070183754,
-0.010465388186275959,
0.03770644590258598,
-0.06446076184511185,
0.23693117499351501,
0.09491140395402908,
-0.21757252514362335,
0.06006448343396187,
0.0035147229209542274,
0.015496037900447845,
-0.08301308006048203,
-0.11383484303951263,
0.003432710887864232,
-0.21221181750297546,
0.07305262982845306,
-0.058885667473077774,
0.0015167436795309186,
-0.028686854988336563,
-0.021607358008623123,
-0.008393049240112305,
0.07972831279039383,
-0.12146759778261185,
-0.06287486851215363,
0.09031180292367935,
-0.034507449716329575,
0.013789945282042027,
-0.01539689302444458,
-0.020653383806347847,
-0.03931471332907677,
-0.06564310938119888,
0.06386756151914597,
0.06706660985946655,
0.009499968029558659,
0.05837085470557213,
-0.05947723612189293,
-0.06371018290519714,
0.03458130359649658,
-0.00624713022261858,
0.013580851256847382,
0.12133706361055374,
0.05048155412077904,
-0.09882780909538269,
-0.000005815538770548301,
0.20110170543193817,
-0.052866920828819275,
-0.0035908741410821676,
-0.10247577726840973,
0.15712854266166687,
-0.03790361061692238,
-0.06149328872561455,
-0.04220499470829964,
-0.09569262713193893,
-0.09145373851060867,
0.25474902987480164,
0.11773747950792313,
-0.05862494930624962,
0.017524227499961853,
-0.03261672332882881,
0.02627192810177803,
0.003479797625914216,
0.12333649396896362,
0.08440648764371872,
0.15120954811573029,
-0.06916317343711853,
-0.026049211621284485,
-0.015195602551102638,
-0.07628446817398071,
-0.15928587317466736,
-0.020164912566542625,
0.020723700523376465,
-0.03192567080259323,
-0.04239289462566376,
0.056931305676698685,
-0.13684624433517456,
-0.10466250777244568,
0.09848938882350922,
-0.09245508909225464,
-0.07727882266044617,
-0.01033293642103672,
0.004875102546066046,
0.022629784420132637,
0.13028833270072937,
0.05948475003242493,
0.03261557221412659,
0.1180126816034317,
-0.035981107503175735,
-0.0591675341129303,
0.031381670385599136,
0.0808454304933548,
-0.061443205922842026,
0.201106458902359,
-0.035760898143053055,
0.02766784466803074,
0.04988932982087135,
0.03438200056552887,
-0.14322401583194733,
0.0646931454539299,
0.03329988196492195,
-0.1687360405921936,
0.00579263037070632,
0.062059737741947174,
-0.0696910172700882,
-0.04316675290465355,
0.07612261176109314,
-0.021393103525042534,
0.0086902417242527,
0.11478357017040253,
0.00013652065536007285,
-0.05369013920426369,
0.07817842811346054,
-0.1680770069360733,
0.10314126312732697,
0.14781008660793304,
-0.0613519623875618,
-0.004392070695757866,
-0.041036009788513184,
0.028080258518457413,
0.022433020174503326,
0.05651695281267166,
-0.013017418794333935,
-0.14211373031139374,
0.012239096686244011,
0.01606367714703083,
0.026921730488538742,
-0.3030855059623718,
-0.11475376039743423,
-0.04686582088470459,
-0.030075550079345703,
-0.051766663789749146,
0.10573507100343704,
0.08319919556379318,
-0.009837837889790535,
-0.009064954705536366,
-0.1671379804611206,
0.046300485730171204,
0.1632285863161087,
-0.08027176558971405,
-0.01417011022567749
] |
null | null | stable-baselines3 |
# **DQN** Agent playing **SpaceInvadersNoFrameskip-v4**
This is a trained model of a **DQN** agent playing **SpaceInvadersNoFrameskip-v4**
using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3)
and the [RL Zoo](https://github.com/DLR-RM/rl-baselines3-zoo).
The RL Zoo is a training framework for Stable Baselines3
reinforcement learning agents,
with hyperparameter optimization and pre-trained agents included.
## Usage (with SB3 RL Zoo)
RL Zoo: https://github.com/DLR-RM/rl-baselines3-zoo<br/>
SB3: https://github.com/DLR-RM/stable-baselines3<br/>
SB3 Contrib: https://github.com/Stable-Baselines-Team/stable-baselines3-contrib
Install the RL Zoo (with SB3 and SB3-Contrib):
```bash
pip install rl_zoo3
```
```
# Download model and save it into the logs/ folder
python -m rl_zoo3.load_from_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -orga artyomboyko -f logs/
python -m rl_zoo3.enjoy --algo dqn --env SpaceInvadersNoFrameskip-v4 -f logs/
```
If you installed the RL Zoo3 via pip (`pip install rl_zoo3`), from anywhere you can do:
```
python -m rl_zoo3.load_from_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -orga artyomboyko -f logs/
python -m rl_zoo3.enjoy --algo dqn --env SpaceInvadersNoFrameskip-v4 -f logs/
```
## Training (with the RL Zoo)
```
python -m rl_zoo3.train --algo dqn --env SpaceInvadersNoFrameskip-v4 -f logs/
# Upload the model and generate video (when possible)
python -m rl_zoo3.push_to_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -f logs/ -orga artyomboyko
```
## Hyperparameters
```python
OrderedDict([('batch_size', 32),
('buffer_size', 100000),
('env_wrapper',
['stable_baselines3.common.atari_wrappers.AtariWrapper']),
('exploration_final_eps', 0.01),
('exploration_fraction', 0.1),
('frame_stack', 4),
('gradient_steps', 1),
('learning_rate', 0.0001),
('learning_starts', 100000),
('n_timesteps', 10000000.0),
('optimize_memory_usage', False),
('policy', 'CnnPolicy'),
('target_update_interval', 1000),
('train_freq', 4),
('normalize', False)])
```
# Environment Arguments
```python
{'render_mode': 'rgb_array'}
```
| {"library_name": "stable-baselines3", "tags": ["SpaceInvadersNoFrameskip-v4", "deep-reinforcement-learning", "reinforcement-learning", "stable-baselines3"], "model-index": [{"name": "DQN", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "SpaceInvadersNoFrameskip-v4", "type": "SpaceInvadersNoFrameskip-v4"}, "metrics": [{"type": "mean_reward", "value": "810.00 +/- 291.85", "name": "mean_reward", "verified": false}]}]}]} | reinforcement-learning | artyomboyko/dqn-SpaceInvadersNoFrameskip-v4-1 | [
"stable-baselines3",
"SpaceInvadersNoFrameskip-v4",
"deep-reinforcement-learning",
"reinforcement-learning",
"model-index",
"region:us"
] | 2023-11-11T03:32:58+00:00 | [] | [] | TAGS
#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us
|
# DQN Agent playing SpaceInvadersNoFrameskip-v4
This is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4
using the stable-baselines3 library
and the RL Zoo.
The RL Zoo is a training framework for Stable Baselines3
reinforcement learning agents,
with hyperparameter optimization and pre-trained agents included.
## Usage (with SB3 RL Zoo)
RL Zoo: URL
SB3: URL
SB3 Contrib: URL
Install the RL Zoo (with SB3 and SB3-Contrib):
If you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:
## Training (with the RL Zoo)
## Hyperparameters
# Environment Arguments
| [
"# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.",
"## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:",
"## Training (with the RL Zoo)",
"## Hyperparameters",
"# Environment Arguments"
] | [
"TAGS\n#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us \n",
"# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.",
"## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:",
"## Training (with the RL Zoo)",
"## Hyperparameters",
"# Environment Arguments"
] | [
43,
90,
73,
9,
5,
7
] | [
"passage: TAGS\n#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us \n# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:## Training (with the RL Zoo)## Hyperparameters# Environment Arguments"
] | [
0.043572068214416504,
0.2414778620004654,
-0.0026879787910729647,
0.012635791674256325,
0.05784223601222038,
0.0030472534708678722,
0.08585051447153091,
0.10650663822889328,
0.024212315678596497,
-0.001382096204906702,
0.003954293206334114,
0.17533031105995178,
0.03632635250687599,
0.13125447928905487,
-0.018073517829179764,
-0.2066594809293747,
-0.013479253277182579,
-0.06247470900416374,
-0.07153085619211197,
0.036099132150411606,
0.07206681370735168,
-0.030116932466626167,
0.036061208695173264,
-0.051406677812337875,
-0.057161085307598114,
0.036824777722358704,
-0.03157254680991173,
0.007067287806421518,
0.15158706903457642,
-0.1222257912158966,
0.12329676002264023,
0.020955175161361694,
0.1896144151687622,
-0.12332789599895477,
0.0339222252368927,
0.08982209116220474,
-0.036988191306591034,
0.013221588917076588,
0.00975361280143261,
-0.052562564611434937,
0.1590864509344101,
-0.09371145814657211,
0.07146181166172028,
0.010926910676062107,
-0.07592244446277618,
-0.1774153709411621,
-0.09356249868869781,
0.07947742193937302,
0.0617753230035305,
0.005319166928529739,
0.03726791962981224,
0.11306490749120712,
-0.020991774275898933,
0.06488905102014542,
0.11562903225421906,
-0.17549200356006622,
0.013578375801444054,
0.17859570682048798,
0.003242473118007183,
0.15767055749893188,
-0.05546637624502182,
0.019877681508660316,
0.02752300351858139,
0.04758313298225403,
0.06873945891857147,
-0.08186400681734085,
-0.1364826112985611,
-0.056155186146497726,
-0.15456219017505646,
-0.03352400287985802,
0.05195203423500061,
-0.011860138736665249,
-0.05783402919769287,
-0.010724928230047226,
-0.04010869935154915,
0.0008851495804265141,
-0.028637725859880447,
0.01805497519671917,
0.07031578570604324,
-0.01226285845041275,
0.02092539705336094,
-0.08391954004764557,
-0.0390290804207325,
-0.038563769310712814,
-0.018022390082478523,
0.12054917961359024,
0.08285853266716003,
0.0266572255641222,
-0.04135355353355408,
0.10274127870798111,
-0.07091585546731949,
-0.05454207584261894,
0.04555258899927139,
-0.03786851093173027,
-0.10615779459476471,
0.02120024710893631,
-0.05905991420149803,
0.026879185810685158,
0.09943640232086182,
0.18048083782196045,
-0.09862488508224487,
0.012620617635548115,
-0.03430783003568649,
0.08121664822101593,
-0.03196052461862564,
0.03197542577981949,
-0.0840383991599083,
-0.016251085326075554,
0.17835216224193573,
0.0030782297253608704,
0.022272996604442596,
0.002074616262689233,
-0.049819961190223694,
-0.02881433069705963,
-0.017756454646587372,
0.06631895154714584,
0.07032092660665512,
0.010587303899228573,
-0.0037596761249005795,
-0.027667716145515442,
-0.036921944469213486,
-0.05629328638315201,
-0.04952820762991905,
0.018803736194968224,
-0.04712437093257904,
-0.047942135483026505,
0.06027210131287575,
-0.005624116864055395,
0.11337806284427643,
-0.025607796385884285,
0.026316547766327858,
-0.019410157576203346,
-0.07494441419839859,
-0.13221681118011475,
-0.0304415225982666,
0.0691632330417633,
0.04371757060289383,
-0.22497159242630005,
-0.16994807124137878,
-0.008539012633264065,
0.017946386709809303,
-0.018741264939308167,
-0.11334165185689926,
0.02453240379691124,
-0.007166135590523481,
-0.049758363515138626,
-0.01601579785346985,
0.10474669933319092,
-0.020438622683286667,
0.018010856583714485,
-0.05593825876712799,
0.16603368520736694,
-0.14290283620357513,
0.031004127115011215,
-0.08706212788820267,
0.023509707301855087,
-0.21286657452583313,
0.041208744049072266,
-0.177636057138443,
0.04863585904240608,
-0.08500861376523972,
0.02327173389494419,
0.021320728585124016,
0.01968831568956375,
0.08580207824707031,
0.10143322497606277,
-0.23631145060062408,
0.05405791476368904,
0.07900930196046829,
-0.022739801555871964,
-0.04218491166830063,
0.06798892468214035,
-0.06558530032634735,
0.1382148116827011,
0.046505436301231384,
0.24831900000572205,
0.10361487418413162,
-0.2036508023738861,
0.061786454170942307,
0.0578593946993351,
-0.08880111575126648,
-0.004730981774628162,
-0.020022382959723473,
0.11598580330610275,
-0.01114928349852562,
0.03338807821273804,
-0.12186288088560104,
0.1456439197063446,
0.02738998830318451,
-0.0165485180914402,
-0.04454165697097778,
-0.1614885926246643,
0.10309953987598419,
-0.015504824928939342,
0.09532155096530914,
-0.042415786534547806,
0.0001161050095106475,
-0.011168917641043663,
0.18012429773807526,
-0.043841805309057236,
0.0007168867159634829,
0.07871408760547638,
0.10895700752735138,
0.028009075671434402,
-0.020230965688824654,
-0.20380273461341858,
-0.0423048660159111,
0.02367858961224556,
0.044489551335573196,
0.2190362960100174,
0.19936694204807281,
0.07770156860351562,
-0.022313760593533516,
-0.025487221777439117,
-0.003248062450438738,
-0.05106664076447487,
0.03467361256480217,
-0.027858436107635498,
-0.024532482028007507,
0.06065356358885765,
-0.09305168688297272,
0.02817818708717823,
-0.13112716376781464,
0.06307920068502426,
-0.17345242202281952,
0.06863926351070404,
0.021998396143317223,
-0.005436043255031109,
0.024577690288424492,
-0.011292695067822933,
-0.034188106656074524,
-0.06233125180006027,
0.07110602408647537,
0.06098933145403862,
0.014702376909554005,
0.0021991983521729708,
-0.0683600977063179,
-0.13828523457050323,
0.08231553435325623,
-0.04042381793260574,
-0.14305958151817322,
0.06392676383256912,
0.011172642931342125,
0.04875864461064339,
-0.05975872278213501,
0.016254881396889687,
0.22900153696537018,
0.05321883037686348,
0.09785865992307663,
-0.04092191904783249,
-0.022525805979967117,
-0.06617844104766846,
-0.06677833944559097,
0.09694591909646988,
0.10812206566333771,
0.060318704694509506,
-0.0030071530491113663,
0.07626225054264069,
0.10942911356687546,
-0.1035122498869896,
-0.0651884600520134,
0.03220061957836151,
-0.05973697826266289,
0.019652515649795532,
0.049140311777591705,
0.02971293032169342,
0.08619047701358795,
0.1833551675081253,
0.008245792239904404,
0.0386311337351799,
-0.025997694581747055,
0.026109617203474045,
-0.15547916293144226,
-0.03145433962345123,
0.04308181628584862,
0.00886955764144659,
-0.07408110797405243,
0.04994636029005051,
0.051439400762319565,
0.13607151806354523,
-0.08217083662748337,
-0.13170577585697174,
-0.059745315462350845,
-0.03804200142621994,
-0.04239124804735184,
0.14975430071353912,
-0.08507520705461502,
-0.19221234321594238,
-0.017164425924420357,
-0.15751953423023224,
-0.02518727444112301,
-0.005179801490157843,
0.002318724524229765,
-0.08325926214456558,
0.017780914902687073,
0.010001576505601406,
-0.03129372000694275,
-0.0684933215379715,
-0.06596160680055618,
-0.05786636844277382,
0.09124112874269485,
0.06932931393384933,
-0.12240120023488998,
-0.00961651187390089,
-0.03742414712905884,
-0.020465577021241188,
0.04516167193651199,
0.08452648669481277,
-0.007267598994076252,
0.07773483544588089,
-0.13209199905395508,
-0.06962883472442627,
0.02834828943014145,
0.2766247093677521,
0.02882981114089489,
0.004668009467422962,
0.17051753401756287,
-0.03629542142152786,
0.04912714660167694,
0.16181479394435883,
0.030781643465161324,
-0.14196757972240448,
0.07090470939874649,
-0.011341600678861141,
-0.09542687982320786,
-0.1706860214471817,
-0.10215658694505692,
-0.037867411971092224,
-0.05015881359577179,
0.05638284236192703,
0.004951419774442911,
-0.04476970434188843,
0.05910305306315422,
0.08782228082418442,
-0.017004497349262238,
-0.06151578947901726,
0.11129767447710037,
0.032263003289699554,
-0.030136963352560997,
0.08078382909297943,
-0.042354047298431396,
-0.04206389561295509,
0.0032403599470853806,
0.22643887996673584,
0.0937788337469101,
-0.01775507442653179,
-0.042567066848278046,
0.019317636266350746,
0.05095715448260307,
0.03613382205367088,
0.11312435567378998,
-0.06975842267274857,
-0.06826137751340866,
-0.035185977816581726,
0.027829548344016075,
-0.02945687249302864,
0.08205190300941467,
0.0630207508802414,
0.005563626065850258,
-0.04653681069612503,
-0.07972332090139389,
-0.04849022626876831,
0.08408913016319275,
-0.027642227709293365,
-0.10093270242214203,
0.09321888536214828,
0.048575710505247116,
0.0016974330646917224,
0.03055831417441368,
0.027994604781270027,
0.01462269201874733,
-0.07982148975133896,
-0.06775744259357452,
0.011468625627458096,
0.07076629996299744,
-0.06822766363620758,
-0.027886953204870224,
-0.19817815721035004,
0.14578363299369812,
0.010630400851368904,
0.04118429124355316,
-0.13048617541790009,
0.1209396943449974,
-0.023116756230592728,
-0.026430301368236542,
0.013811616227030754,
0.0014643745962530375,
0.08203291147947311,
-0.04806509613990784,
0.15762180089950562,
0.009528410620987415,
-0.28092408180236816,
-0.1418946087360382,
-0.08416824042797089,
-0.051183976233005524,
-0.022873088717460632,
0.014752174727618694,
0.0642135739326477,
0.01516205258667469,
0.003868846921250224,
-0.013076163828372955,
0.03185269236564636,
-0.09826882928609848,
-0.06493937969207764,
-0.04839126765727997,
-0.02250157669186592,
-0.06525848805904388,
-0.05647949501872063,
-0.0006809153710491955,
-0.17226077616214752,
0.12522587180137634,
0.11787347495555878,
-0.06451737880706787,
-0.041814323514699936,
-0.06554657220840454,
0.046191465109586716,
-0.07571537792682648,
0.0469326451420784,
0.003414976177737117,
0.019198855385184288,
-0.06806991249322891,
-0.17922484874725342,
0.016097763553261757,
-0.10899919271469116,
0.03772687539458275,
-0.05070559307932854,
0.020257100462913513,
0.08594245463609695,
0.17520126700401306,
0.05856714025139809,
0.01460097823292017,
-0.07239776104688644,
-0.07543374598026276,
-0.0017121878918260336,
-0.06344114243984222,
0.05762333422899246,
-0.009151889942586422,
-0.20333483815193176,
0.02763226442039013,
-0.11414948850870132,
0.06860900670289993,
0.3310066759586334,
0.3324824273586273,
-0.10698744654655457,
0.1177443116903305,
0.04819539934396744,
-0.042202454060316086,
-0.21051374077796936,
-0.002244179602712393,
0.012272895313799381,
0.024992236867547035,
0.13725964725017548,
-0.12924811244010925,
0.05453680083155632,
0.0794181227684021,
-0.024458877742290497,
0.01456840243190527,
-0.09078162908554077,
-0.10816970467567444,
0.20847418904304504,
0.14226987957954407,
0.04421741142868996,
-0.09421348571777344,
0.08391669392585754,
0.004295284394174814,
0.08375877887010574,
0.2107764035463333,
-0.052112679928541183,
0.10695768147706985,
0.005195184610784054,
0.19852910935878754,
0.0328996516764164,
-0.023768596351146698,
0.10834760218858719,
-0.009801650419831276,
0.07911337912082672,
0.03985166177153587,
-0.007676942739635706,
0.010487722232937813,
-0.04522453248500824,
0.014148596674203873,
-0.028376007452607155,
0.010284217074513435,
-0.2274095118045807,
0.0582297146320343,
-0.06368855386972427,
0.04604509472846985,
0.008256820961833,
-0.0999874547123909,
-0.03583388403058052,
0.06431841105222702,
0.08014573156833649,
0.01975327916443348,
0.0436067171394825,
-0.03867863491177559,
0.11051398515701294,
0.20660489797592163,
-0.009811338968575,
0.17751595377922058,
-0.0615963339805603,
0.01464168168604374,
-0.023011628538370132,
-0.04223164543509483,
-0.1462583988904953,
-0.035259708762168884,
0.03498423472046852,
0.057734888046979904,
0.015203364193439484,
0.049647457897663116,
-0.05656236410140991,
0.08498423546552658,
0.021687336266040802,
-0.041541360318660736,
0.033579520881175995,
0.08835696429014206,
0.12415177375078201,
0.010754258371889591,
-0.030121933668851852,
0.06147436052560806,
-0.08128108084201813,
-0.09446098655462265,
-0.004497923422604799,
-0.029991207644343376,
-0.1083834245800972,
0.11353230476379395,
0.16914646327495575,
0.039594944566488266,
-0.057076629251241684,
0.10688766092061996,
-0.02768099494278431,
0.10047874599695206,
0.009198128245770931,
0.06507332623004913,
-0.014091075398027897,
-0.03691792115569115,
0.10611724853515625,
-0.05442855879664421,
-0.01637818105518818,
0.07645545154809952,
-0.06522727757692337,
-0.023877469822764397,
-0.0801999643445015,
0.06034626066684723,
0.09222240000963211,
-0.16854619979858398,
-0.0639432892203331,
-0.032122284173965454,
-0.08628080040216446,
0.013965039514005184,
0.012447911314666271,
0.0710059329867363,
-0.08589600026607513,
0.06316167116165161,
-0.024337708950042725,
0.015639442950487137,
-0.03689891844987869,
0.019222697243094444,
-0.19525384902954102,
-0.002140450058504939,
-0.11280795186758041,
-0.00348020251840353,
-0.002931603929027915,
0.04463808611035347,
-0.04961875081062317,
-0.029358822852373123,
-0.0030675032176077366,
0.044366419315338135,
-0.16609135270118713,
0.002798673929646611,
-0.011639905162155628,
0.03210212290287018,
-0.0002893915225286037,
-0.0983390137553215,
0.014195028692483902,
-0.04294256120920181,
-0.04198618605732918,
0.04925514757633209,
0.009436776861548424,
0.06470516324043274,
-0.2795179784297943,
-0.14905457198619843,
0.030816160142421722,
0.0683867484331131,
0.05483196675777435,
-0.1830425262451172,
0.03568267077207565,
-0.08042316138744354,
-0.02253127470612526,
-0.037770628929138184,
0.018491698428988457,
-0.0539514496922493,
0.0018174031283706427,
-0.04225044324994087,
-0.023033907637000084,
-0.028055014088749886,
-0.07556360960006714,
0.0826747715473175,
0.12462522834539413,
0.07555580884218216,
-0.03807181864976883,
0.09595896303653717,
-0.10009756684303284,
-0.04657831788063049,
-0.04052736237645149,
-0.036951083689928055,
0.017965637147426605,
-0.0870552659034729,
0.048530060797929764,
0.05188591405749321,
0.18719671666622162,
-0.08520494401454926,
-0.058800119906663895,
-0.014255574904382229,
0.0746525228023529,
0.07849094271659851,
0.005095830652862787,
0.17779210209846497,
-0.045693784952163696,
0.05693846940994263,
0.021304311230778694,
0.046699028462171555,
0.10497613251209259,
-0.023569339886307716,
0.14490213990211487,
0.21171095967292786,
-0.037196725606918335,
-0.11048602312803268,
0.043668005615472794,
0.01745123788714409,
-0.002401199424639344,
0.05968761444091797,
0.11983796209096909,
-0.050589341670274734,
-0.10903856158256531,
0.23442286252975464,
0.054169271141290665,
-0.11218088120222092,
0.09546315670013428,
0.039532262831926346,
-0.015890996903181076,
-0.1301896870136261,
0.010444961488246918,
-0.0013640925753861666,
-0.11233190447092056,
0.03386834263801575,
-0.06087532266974449,
-0.025547027587890625,
0.11809267848730087,
0.008789865300059319,
0.03317064419388771,
-0.04139537364244461,
-0.03756232187151909,
-0.04352104663848877,
-0.04273213446140289,
-0.012549578212201595,
-0.02991986647248268,
-0.030186517164111137,
-0.07621737569570541,
-0.007770835887640715,
-0.012012424878776073,
0.030795488506555557,
-0.015285328030586243,
-0.02503054589033127,
-0.021192016080021858,
-0.06697061657905579,
-0.0026312144473195076,
-0.008178025484085083,
0.015549594536423683,
0.010121971368789673,
0.2358063906431198,
0.07042546570301056,
-0.10260069370269775,
-0.01036880537867546,
0.22197756171226501,
-0.03853277862071991,
-0.06528383493423462,
-0.07849395275115967,
0.25128230452537537,
-0.10482002794742584,
0.051095426082611084,
-0.005819917656481266,
-0.06550488620996475,
-0.07153836637735367,
0.2309868484735489,
0.13502730429172516,
-0.1677926480770111,
0.06329060345888138,
-0.0368385910987854,
-0.009490780532360077,
-0.14286863803863525,
0.16013580560684204,
0.1865294873714447,
0.09480160474777222,
-0.12259847670793533,
0.0023130534682422876,
-0.03518044203519821,
-0.018328361213207245,
-0.1660851687192917,
-0.004593863617628813,
-0.029364850372076035,
-0.0427238829433918,
-0.050771355628967285,
0.029773715883493423,
-0.15205919742584229,
-0.0927426889538765,
-0.1916799396276474,
-0.11482496559619904,
-0.12386849522590637,
-0.04549141973257065,
-0.11142764985561371,
-0.0019938007462769747,
0.02257080189883709,
-0.0641874223947525,
0.021061956882476807,
-0.0212461706250906,
-0.05887424945831299,
0.015386379323899746,
-0.08395619690418243,
0.0674985870718956,
0.06488548219203949,
0.15327942371368408,
-0.0790991559624672,
0.025424562394618988,
0.07090727984905243,
-0.057595450431108475,
-0.10164349526166916,
0.06067253649234772,
0.015708057209849358,
-0.1972588747739792,
0.007548294495791197,
0.17712996900081635,
-0.10420889407396317,
0.09745754301548004,
0.048501528799533844,
-0.012951982207596302,
0.0867827981710434,
-0.024721821770071983,
-0.016682926565408707,
-0.04852180927991867,
-0.011212974786758423,
-0.10143939405679703,
0.09892100840806961,
0.0876845121383667,
-0.0517118014395237,
0.07436849176883698,
-0.09508965909481049,
-0.04068392515182495,
0.13103286921977997,
-0.010057874955236912,
-0.08450483530759811,
-0.11667824536561966,
-0.04081142693758011,
0.09684515744447708,
-0.018041390925645828,
-0.20185889303684235,
-0.11639472097158432,
-0.11752668023109436,
-0.00014377340266946703,
-0.03563340753316879,
0.061800602823495865,
0.02430674433708191,
-0.02556120604276657,
-0.008150683715939522,
-0.17615078389644623,
-0.06614746153354645,
0.13479791581630707,
-0.10176112502813339,
-0.07456064969301224
] |
null | null | diffusers | ### cathead-2-1-20231111 Dreambooth model trained by Charles2023 with [TheLastBen's fast-DreamBooth](https://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/fast-DreamBooth.ipynb) notebook
Test the concept via A1111 Colab [fast-Colab-A1111](https://colab.research.google.com/github/TheLastBen/fast-stable-diffusion/blob/main/fast_stable_diffusion_AUTOMATIC1111.ipynb)
Sample pictures of this concept:
| {"license": "creativeml-openrail-m", "tags": ["text-to-image", "stable-diffusion"]} | text-to-image | Charles2023/cathead-2-1-20231111 | [
"diffusers",
"text-to-image",
"stable-diffusion",
"license:creativeml-openrail-m",
"endpoints_compatible",
"has_space",
"diffusers:StableDiffusionPipeline",
"region:us"
] | 2023-11-11T03:33:55+00:00 | [] | [] | TAGS
#diffusers #text-to-image #stable-diffusion #license-creativeml-openrail-m #endpoints_compatible #has_space #diffusers-StableDiffusionPipeline #region-us
| ### cathead-2-1-20231111 Dreambooth model trained by Charles2023 with TheLastBen's fast-DreamBooth notebook
Test the concept via A1111 Colab fast-Colab-A1111
Sample pictures of this concept:
| [
"### cathead-2-1-20231111 Dreambooth model trained by Charles2023 with TheLastBen's fast-DreamBooth notebook\n\n\nTest the concept via A1111 Colab fast-Colab-A1111\n\nSample pictures of this concept:"
] | [
"TAGS\n#diffusers #text-to-image #stable-diffusion #license-creativeml-openrail-m #endpoints_compatible #has_space #diffusers-StableDiffusionPipeline #region-us \n",
"### cathead-2-1-20231111 Dreambooth model trained by Charles2023 with TheLastBen's fast-DreamBooth notebook\n\n\nTest the concept via A1111 Colab fast-Colab-A1111\n\nSample pictures of this concept:"
] | [
60,
54
] | [
"passage: TAGS\n#diffusers #text-to-image #stable-diffusion #license-creativeml-openrail-m #endpoints_compatible #has_space #diffusers-StableDiffusionPipeline #region-us \n### cathead-2-1-20231111 Dreambooth model trained by Charles2023 with TheLastBen's fast-DreamBooth notebook\n\n\nTest the concept via A1111 Colab fast-Colab-A1111\n\nSample pictures of this concept:"
] | [
-0.10185670107603073,
0.08917514234781265,
-0.0005812193849124014,
0.0551200769841671,
-0.013303264044225216,
-0.002913106232881546,
0.11805945634841919,
0.009047981351613998,
0.04704456403851509,
0.06868425011634827,
0.1680317223072052,
-0.008895444683730602,
0.010382603853940964,
0.10870137810707092,
-0.02693428099155426,
-0.15323156118392944,
0.053597401827573776,
0.04938163980841637,
-0.027906443923711777,
0.07885093241930008,
0.07293891906738281,
-0.09127481281757355,
0.1039724051952362,
-0.026147447526454926,
-0.14136971533298492,
0.000023756492737447843,
-0.06988922506570816,
-0.04355592653155327,
0.06021997332572937,
0.009866074658930302,
0.09099902212619781,
0.15378232300281525,
0.03164121136069298,
-0.015283804386854172,
0.040296271443367004,
-0.013204912655055523,
-0.040963027626276016,
0.04409211128950119,
0.018065541982650757,
0.03142014145851135,
0.05013946816325188,
0.0863143727183342,
0.014700589701533318,
0.01024588756263256,
-0.06252145022153854,
0.025533270090818405,
0.0018757844809442759,
0.09429027885198593,
0.02521970495581627,
0.028583288192749023,
0.005940177012234926,
0.0613238550722599,
-0.019627995789051056,
0.09527960419654846,
0.20911027491092682,
-0.2588725984096527,
-0.09789697825908661,
0.29035913944244385,
0.18038707971572876,
-0.025114670395851135,
-0.049363307654857635,
0.07484156638383865,
0.057700082659721375,
0.008710621856153011,
-0.04350928217172623,
-0.07231704890727997,
-0.0036844161804765463,
-0.05844677984714508,
-0.09400272369384766,
-0.002913789125159383,
0.16505399346351624,
0.02888837456703186,
-0.03315316513180733,
-0.027515001595020294,
-0.11149038374423981,
0.020188001915812492,
-0.03687076270580292,
-0.03566102683544159,
-0.004890728741884232,
-0.004519429057836533,
-0.04381323605775833,
-0.050107575953006744,
-0.11089400202035904,
-0.0901535153388977,
-0.05405455827713013,
0.11756046861410141,
-0.060834627598524094,
0.047997262328863144,
-0.03517850115895271,
0.16303737461566925,
-0.035620540380477905,
-0.14549244940280914,
-0.01979205384850502,
-0.11297561228275299,
0.028256695717573166,
0.02952968329191208,
-0.0259504783898592,
-0.013482237234711647,
0.05027913302183151,
-0.01094052940607071,
0.19026976823806763,
-0.0007272476213984191,
0.11604675650596619,
0.09714704006910324,
0.006490401923656464,
0.004532163497060537,
-0.03295372426509857,
-0.1514773964881897,
-0.05541835352778435,
0.02948593720793724,
-0.010520229116082191,
-0.04981384426355362,
-0.11814534664154053,
-0.024165743961930275,
-0.04235842451453209,
-0.021621540188789368,
0.0501219816505909,
-0.005064725875854492,
-0.048410121351480484,
-0.02330227941274643,
0.11006253212690353,
0.022755496203899384,
-0.004019119776785374,
-0.04078542813658714,
-0.0661201998591423,
0.009767447598278522,
0.13727666437625885,
-0.04036223515868187,
0.045806534588336945,
0.08819617331027985,
-0.09779173135757446,
-0.014889420010149479,
-0.060402803122997284,
-0.05899766460061073,
0.005377643741667271,
-0.10390689224004745,
0.013979303650557995,
-0.11721097677946091,
-0.15842613577842712,
-0.008811126463115215,
0.08177980780601501,
-0.07256143540143967,
-0.02529582753777504,
-0.029714083299040794,
-0.11651580035686493,
0.04260288178920746,
0.028878968209028244,
0.02441093698143959,
-0.020967526361346245,
0.04634738713502884,
-0.002935348777100444,
0.1687505692243576,
-0.15251250565052032,
-0.007953659631311893,
-0.0671209916472435,
0.04873257130384445,
-0.10082679986953735,
0.022001512348651886,
-0.09427651762962341,
0.09305708855390549,
-0.00025476078735664487,
-0.0506252758204937,
-0.007652944419533014,
0.024987243115901947,
0.013210700824856758,
0.19097311794757843,
-0.18597252666950226,
0.02539319545030594,
0.08324005454778671,
-0.09688489139080048,
-0.198321133852005,
0.03474795073270798,
0.019282447174191475,
0.18859390914440155,
-0.010738895274698734,
0.07420042157173157,
0.11714809387922287,
-0.2915615737438202,
-0.03335258737206459,
0.0712992325425148,
-0.09635869413614273,
-0.09207730740308762,
0.025144774466753006,
0.10672082751989365,
0.0503140389919281,
-0.0031520735938102007,
-0.027764208614826202,
0.014165110886096954,
-0.08136720955371857,
-0.027608314529061317,
-0.05404588580131531,
-0.07128174602985382,
-0.013102306984364986,
0.012751203030347824,
0.019262749701738358,
-0.07636918872594833,
-0.011105380021035671,
0.016564371064305305,
0.0014426112174987793,
0.019877659156918526,
-0.02183655835688114,
-0.07491465657949448,
0.0697634145617485,
-0.054114583879709244,
-0.034729160368442535,
-0.07157207280397415,
-0.07564698159694672,
-0.004124331288039684,
0.19193041324615479,
0.0005430394667200744,
0.24637700617313385,
0.06021280586719513,
0.03901294618844986,
0.022814612835645676,
-0.036708030849695206,
0.05149771273136139,
0.053041618317365646,
-0.05423632264137268,
-0.13589641451835632,
0.052649080753326416,
-0.06818360835313797,
0.011430308222770691,
-0.11402615904808044,
0.0377083346247673,
0.10498807579278946,
0.16910983622074127,
0.0411563515663147,
0.0003313679771963507,
0.01328891608864069,
-0.025127915665507317,
-0.051213592290878296,
-0.06562275439500809,
0.04188758134841919,
0.0288192518055439,
-0.008496877737343311,
0.11071760207414627,
-0.07229107618331909,
0.27405208349227905,
0.1203998252749443,
-0.0050892336294054985,
-0.0733870416879654,
0.050950806587934494,
-0.046737175434827805,
-0.0054247076623141766,
-0.017527634277939796,
-0.004115983843803406,
-0.014954272657632828,
-0.04505142197012901,
0.11834105104207993,
-0.062430329620838165,
0.010773002170026302,
0.044583890587091446,
-0.05547240003943443,
-0.04942843317985535,
0.08251474052667618,
-0.005047176033258438,
-0.11608003079891205,
0.0806700810790062,
0.1956641525030136,
-0.03860386088490486,
0.16955183446407318,
0.05824752151966095,
-0.0010771319502964616,
-0.10600382089614868,
0.00504315597936511,
-0.03811419755220413,
0.28830161690711975,
-0.08303564041852951,
0.00004802568582817912,
0.026613829657435417,
-0.019853772595524788,
0.05887150391936302,
-0.11474558711051941,
-0.03267418220639229,
0.045137204229831696,
-0.0016813379479572177,
0.0946597158908844,
0.07934308797121048,
-0.08724372088909149,
0.05271042510867119,
-0.05537750944495201,
-0.1832396686077118,
0.021697603166103363,
-0.010655880905687809,
0.005506305024027824,
0.08814750611782074,
-0.03677253797650337,
-0.21421512961387634,
-0.10620664060115814,
-0.07594791054725647,
0.028936749324202538,
-0.014896941371262074,
0.04249544069170952,
0.05016951262950897,
-0.03202793002128601,
-0.09221220016479492,
-0.0423566997051239,
-0.06044366955757141,
0.0339834950864315,
0.006263279356062412,
0.03216523677110672,
-0.06785065680742264,
-0.03886006399989128,
0.0006295700441114604,
-0.020498894155025482,
0.11861841380596161,
0.11031080037355423,
-0.05172169581055641,
0.11965367943048477,
0.12345577776432037,
-0.03651018068194389,
0.014270861633121967,
0.020156830549240112,
0.2697927951812744,
-0.045289501547813416,
0.10856943577528,
0.10417179018259048,
0.09606283903121948,
0.05004796385765076,
0.17130953073501587,
0.03341634199023247,
-0.0590997077524662,
0.059944309294223785,
-0.10191050171852112,
-0.09864215552806854,
-0.03992364928126335,
-0.07860299944877625,
-0.03944540396332741,
0.08848733454942703,
-0.00782025046646595,
0.04426838830113411,
0.022356243804097176,
0.13880454003810883,
0.080699622631073,
-0.027552489191293716,
-0.10522331297397614,
0.08259369432926178,
0.1022932231426239,
-0.10343673080205917,
0.0585060678422451,
-0.08746195584535599,
-0.04733986034989357,
0.0939803421497345,
0.030276700854301453,
0.03716915845870972,
-0.019432632252573967,
-0.05019611492753029,
0.037104956805706024,
0.13459697365760803,
0.12355969101190567,
0.11678033322095871,
0.010943697765469551,
-0.08157943189144135,
-0.03873838856816292,
-0.0837533175945282,
0.06666640937328339,
0.10957424342632294,
0.0238716471940279,
-0.03432556614279747,
0.04984312877058983,
0.020267527550458908,
-0.036561351269483566,
-0.0009829993359744549,
0.1893455684185028,
-0.25677290558815,
-0.04147573933005333,
-0.01832166314125061,
0.06390029937028885,
-0.09389480203390121,
-0.007503832690417767,
0.25932300090789795,
-0.00017617567209526896,
-0.012537515722215176,
-0.030302388593554497,
0.07257542014122009,
0.1285831332206726,
0.0028181830421090126,
-0.057513050734996796,
-0.05245164409279823,
-0.032714828848838806,
0.027934055775403976,
-0.14696907997131348,
0.10068314522504807,
-0.01931718736886978,
0.014562360942363739,
-0.005864189006388187,
-0.037033405154943466,
0.018265387043356895,
0.16350066661834717,
0.13267505168914795,
-0.022741051390767097,
0.005266919266432524,
0.03502491116523743,
-0.12109727412462234,
-0.017120597884058952,
0.07883606106042862,
0.021072514355182648,
0.0536472350358963,
0.06796468049287796,
-0.029612408950924873,
0.019232317805290222,
0.06299591809511185,
-0.13396655023097992,
-0.06314297765493393,
0.05339211970567703,
0.09829945117235184,
-0.000024761437089182436,
-0.05520888790488243,
-0.06374957412481308,
0.039237745106220245,
0.15885217487812042,
-0.17281557619571686,
-0.032795991748571396,
-0.09282851964235306,
-0.1020784080028534,
0.0842985138297081,
-0.004241510760039091,
0.06822551786899567,
-0.08012603223323822,
0.04190562292933464,
-0.03187689185142517,
-0.07025021314620972,
0.07062772661447525,
-0.15380214154720306,
-0.08495622873306274,
-0.16717877984046936,
0.034936338663101196,
-0.04098423570394516,
0.027272405102849007,
0.025919392704963684,
-0.017037931829690933,
-0.13257434964179993,
-0.08084669709205627,
0.0050156996585428715,
-0.018936490640044212,
-0.08446454256772995,
-0.02782450057566166,
0.050104327499866486,
0.004462681245058775,
0.0393647737801075,
0.017860155552625656,
0.04752183333039284,
0.21876591444015503,
-0.10355254262685776,
0.07569042593240738,
0.073065385222435,
-0.016628535464406013,
-0.2778792083263397,
-0.06917054951190948,
-0.04895463213324547,
0.03746139258146286,
-0.04800916090607643,
-0.06271278858184814,
0.15462984144687653,
-0.009103519842028618,
-0.056042760610580444,
0.24540486931800842,
-0.2854607403278351,
-0.09165091067552567,
0.09136713296175003,
0.0608612485229969,
0.33991989493370056,
-0.11705643683671951,
-0.048493050038814545,
-0.021917421370744705,
-0.2695484459400177,
0.18760086596012115,
0.03825399652123451,
0.07878955453634262,
-0.0830724909901619,
0.04832006245851517,
-0.016903670504689217,
-0.04948854818940163,
0.16826188564300537,
-0.07934706658124924,
0.029337629675865173,
-0.10272004455327988,
-0.008144298568367958,
0.16896307468414307,
-0.055481769144535065,
0.027280215173959732,
-0.06701463460922241,
0.08595086634159088,
-0.09912913292646408,
-0.012178484350442886,
-0.045354314148426056,
0.0636262372136116,
-0.07590386271476746,
-0.08127467334270477,
-0.12365734577178955,
0.03975687548518181,
-0.04015331715345383,
-0.011637362651526928,
-0.09679312258958817,
-0.03352947533130646,
-0.10294228047132492,
0.24092209339141846,
-0.010725677013397217,
-0.1275879591703415,
-0.06674709916114807,
0.018287792801856995,
-0.06131609156727791,
0.12146199494600296,
-0.08557679504156113,
-0.0784071832895279,
0.17837031185626984,
0.0467161126434803,
0.023434003815054893,
0.061914604157209396,
-0.04922696202993393,
-0.004734312184154987,
0.12470044940710068,
-0.17611517012119293,
-0.02024053782224655,
-0.040054768323898315,
0.1526365429162979,
0.02784142829477787,
-0.019425515085458755,
0.12330165505409241,
-0.09761340916156769,
0.0588955320417881,
-0.02731645479798317,
-0.039316315203905106,
-0.004864777438342571,
0.08664371818304062,
0.039817359298467636,
0.06965238600969315,
-0.037477508187294006,
0.022941842675209045,
-0.04242628812789917,
-0.16620738804340363,
-0.10213068127632141,
0.07486642897129059,
-0.06998471915721893,
-0.053019098937511444,
0.008615435101091862,
0.134210467338562,
-0.17520034313201904,
-0.013175241649150848,
-0.10969178378582001,
-0.10235931724309921,
0.052586060017347336,
0.23837535083293915,
0.08614403009414673,
0.06809408217668533,
0.00826219655573368,
-0.03944438323378563,
0.01207807194441557,
0.06559348851442337,
0.024564841762185097,
0.09685008972883224,
-0.1936081200838089,
-0.03426032140851021,
-0.04518723487854004,
0.034782566130161285,
-0.09026948362588882,
-0.011614646762609482,
-0.09094323962926865,
-0.006613690871745348,
-0.04302377998828888,
0.09033317118883133,
-0.059074658900499344,
-0.07521416246891022,
-0.0053339386358857155,
-0.020397795364260674,
-0.05578526481986046,
-0.005734495352953672,
-0.07023530453443527,
0.03052704595029354,
-0.0018479401478543878,
-0.0002567250339780003,
-0.04460949823260307,
-0.029722880572080612,
0.044790543615818024,
-0.06755305826663971,
0.04465484991669655,
-0.030643664300441742,
-0.09506575763225555,
-0.06782153993844986,
-0.15936744213104248,
-0.03623252362012863,
0.0800674557685852,
0.01440429873764515,
0.0567190945148468,
0.08521255105733871,
-0.04197368025779724,
-0.009504668414592743,
0.07210855185985565,
0.007951704785227776,
0.05636529251933098,
-0.07745783776044846,
-0.050996627658605576,
-0.03083246387541294,
-0.020243005827069283,
-0.06641684472560883,
0.0038054557517170906,
0.14541830122470856,
0.09681602567434311,
0.12636186182498932,
-0.0791955217719078,
0.05415961146354675,
-0.05933584272861481,
-0.0004676473618019372,
0.05237562954425812,
-0.06082377955317497,
0.127641499042511,
-0.02024368941783905,
0.0012989670503884554,
0.014520644210278988,
0.15049861371517181,
0.00964790303260088,
-0.2210414707660675,
0.003847193205729127,
-0.06661476194858551,
0.007155853323638439,
0.02568116970360279,
0.2467798888683319,
0.044871579855680466,
0.028893176466226578,
-0.10164771974086761,
0.08336585015058517,
0.09533645957708359,
0.13453085720539093,
0.06780001521110535,
0.10508125275373459,
0.0689762681722641,
0.17750242352485657,
0.02255883440375328,
0.02600431628525257,
0.0030722396913915873,
0.05885182321071625,
-0.08146791160106659,
0.13465668261051178,
-0.07383479177951813,
-0.024491406977176666,
0.05378097668290138,
-0.005693341605365276,
-0.036935094743967056,
-0.0073261559009552,
-0.050902098417282104,
-0.00643545389175415,
0.00043936894508078694,
-0.06445396691560745,
-0.10701310634613037,
0.005219533108174801,
-0.05260175094008446,
0.009640063159167767,
0.07336664944887161,
0.03640417382121086,
0.006472851615399122,
0.10753021389245987,
-0.09069511294364929,
-0.012771625071763992,
0.1208466961979866,
-0.01181000005453825,
-0.054129987955093384,
-0.03568406030535698,
0.03676704689860344,
-0.042291440069675446,
0.07500289380550385,
-0.05960151180624962,
0.029684286564588547,
-0.00403530802577734,
-0.01700379140675068,
0.052550192922353745,
-0.05116230621933937,
-0.03905132785439491,
0.010720711201429367,
0.031116919592022896,
0.0825595110654831,
0.010520153678953648,
0.020687445998191833,
-0.014215840958058834,
0.13772538304328918,
-0.08476164937019348,
-0.14038963615894318,
-0.06601101905107498,
0.05753236263990402,
-0.1372130662202835,
0.07621608674526215,
-0.03319970518350601,
-0.03476371243596077,
-0.06583750247955322,
0.14521005749702454,
0.1527579426765442,
-0.1590823382139206,
0.0013309222413226962,
-0.00921064242720604,
0.001195719582028687,
-0.04292311519384384,
0.007893200032413006,
0.014657433144748211,
0.2666846811771393,
-0.07862340658903122,
-0.10496100783348083,
-0.10170967131853104,
-0.0753101110458374,
-0.02480902522802353,
-0.1416511833667755,
0.04365783929824829,
-0.02680007740855217,
-0.12981876730918884,
0.0883064866065979,
-0.14470618963241577,
-0.060889486223459244,
0.23140187561511993,
-0.10715768486261368,
-0.05351689085364342,
-0.016040923073887825,
0.15097123384475708,
-0.0016428002854809165,
0.058811549097299576,
-0.11908132582902908,
-0.0025661769323050976,
0.008128582499921322,
-0.06642242521047592,
-0.13348248600959778,
0.07033905386924744,
0.021244267001748085,
-0.2617727816104889,
0.19258731603622437,
-0.022895677015185356,
0.06423373520374298,
0.09207212924957275,
-0.021807901561260223,
-0.1359490156173706,
0.050940629094839096,
0.021011509001255035,
-0.11628133803606033,
-0.035699885338544846,
0.10555365681648254,
0.02369735762476921,
0.04667259380221367,
0.015119818970561028,
-0.1711176335811615,
-0.0130081158131361,
0.1284671574831009,
0.019649432972073555,
-0.14349010586738586,
0.021287433803081512,
-0.00756498659029603,
0.09204421937465668,
0.05446614325046539,
-0.06378374993801117,
-0.015168653801083565,
0.0143453823402524,
0.022551601752638817,
0.003535161493346095,
-0.058800820261240005,
0.019845161586999893,
-0.04846386983990669,
-0.00010781706805573776,
-0.06359579414129257,
-0.032252632081508636,
-0.22392050921916962,
-0.07180684059858322,
-0.11861104518175125,
0.016404230147600174,
0.024956371635198593,
0.06890107691287994,
0.16321961581707,
0.03712556138634682,
0.011254836805164814,
-0.020816441625356674,
-0.033293209969997406,
0.042228423058986664,
-0.014967584051191807,
-0.1331910490989685
] |
null | null | diffusers |
# DreamBooth - briannlongzhao/gundam_dreambooth
This is a dreambooth model derived from stabilityai/stable-diffusion-2-1. The weights were trained on a photo of a gdm gundam using [DreamBooth](https://dreambooth.github.io/).
You can find some example images in the following.
DreamBooth for the text encoder was enabled: False.
| {"license": "creativeml-openrail-m", "tags": ["stable-diffusion", "stable-diffusion-diffusers", "text-to-image", "diffusers", "dreambooth"], "base_model": "stabilityai/stable-diffusion-2-1", "instance_prompt": "a photo of a gdm gundam", "inference": true} | text-to-image | briannlongzhao/gundam_dreambooth | [
"diffusers",
"tensorboard",
"safetensors",
"stable-diffusion",
"stable-diffusion-diffusers",
"text-to-image",
"dreambooth",
"base_model:stabilityai/stable-diffusion-2-1",
"license:creativeml-openrail-m",
"endpoints_compatible",
"diffusers:StableDiffusionPipeline",
"region:us"
] | 2023-11-11T03:55:00+00:00 | [] | [] | TAGS
#diffusers #tensorboard #safetensors #stable-diffusion #stable-diffusion-diffusers #text-to-image #dreambooth #base_model-stabilityai/stable-diffusion-2-1 #license-creativeml-openrail-m #endpoints_compatible #diffusers-StableDiffusionPipeline #region-us
|
# DreamBooth - briannlongzhao/gundam_dreambooth
This is a dreambooth model derived from stabilityai/stable-diffusion-2-1. The weights were trained on a photo of a gdm gundam using DreamBooth.
You can find some example images in the following.
DreamBooth for the text encoder was enabled: False.
| [
"# DreamBooth - briannlongzhao/gundam_dreambooth\n\nThis is a dreambooth model derived from stabilityai/stable-diffusion-2-1. The weights were trained on a photo of a gdm gundam using DreamBooth.\nYou can find some example images in the following. \n\n\n\nDreamBooth for the text encoder was enabled: False."
] | [
"TAGS\n#diffusers #tensorboard #safetensors #stable-diffusion #stable-diffusion-diffusers #text-to-image #dreambooth #base_model-stabilityai/stable-diffusion-2-1 #license-creativeml-openrail-m #endpoints_compatible #diffusers-StableDiffusionPipeline #region-us \n",
"# DreamBooth - briannlongzhao/gundam_dreambooth\n\nThis is a dreambooth model derived from stabilityai/stable-diffusion-2-1. The weights were trained on a photo of a gdm gundam using DreamBooth.\nYou can find some example images in the following. \n\n\n\nDreamBooth for the text encoder was enabled: False."
] | [
97,
87
] | [
"passage: TAGS\n#diffusers #tensorboard #safetensors #stable-diffusion #stable-diffusion-diffusers #text-to-image #dreambooth #base_model-stabilityai/stable-diffusion-2-1 #license-creativeml-openrail-m #endpoints_compatible #diffusers-StableDiffusionPipeline #region-us \n# DreamBooth - briannlongzhao/gundam_dreambooth\n\nThis is a dreambooth model derived from stabilityai/stable-diffusion-2-1. The weights were trained on a photo of a gdm gundam using DreamBooth.\nYou can find some example images in the following. \n\n\n\nDreamBooth for the text encoder was enabled: False."
] | [
-0.064173623919487,
0.13081814348697662,
-0.0038249350618571043,
0.057575054466724396,
0.09442827850580215,
0.001322129275649786,
0.16438961029052734,
0.0238498505204916,
0.037209123373031616,
0.05711621418595314,
0.11030381917953491,
-0.038353048264980316,
0.013718446716666222,
0.0877160131931305,
0.03555816039443016,
-0.19229191541671753,
0.01167017500847578,
-0.0031379300635308027,
-0.07120616734027863,
0.0440344512462616,
0.03845250979065895,
-0.07163962721824646,
0.09229586273431778,
-0.03507373109459877,
-0.16644416749477386,
0.036064039915800095,
-0.018317392095923424,
-0.016772590577602386,
0.07808908820152283,
0.05294943228363991,
0.0974467471241951,
0.07453421503305435,
0.01814855821430683,
-0.15942002832889557,
0.03762737661600113,
0.018361682072281837,
-0.028283366933465004,
0.04169190675020218,
-0.0366215817630291,
0.00998466182500124,
0.07207999378442764,
-0.002115521114319563,
0.051735568791627884,
0.04518790543079376,
-0.05463118106126785,
0.000046396507968893275,
0.015130256302654743,
0.07474319636821747,
0.057001467794179916,
0.049415744841098785,
-0.015986042097210884,
0.006809876766055822,
0.03824092447757721,
0.07569191604852676,
0.1814999282360077,
-0.20722432434558868,
-0.059830453246831894,
0.3402303457260132,
0.030604347586631775,
0.03005661629140377,
-0.05135120078921318,
0.0673084706068039,
0.03795810788869858,
0.03780358284711838,
0.059835322201251984,
-0.07618271559476852,
0.02204122766852379,
-0.09600940346717834,
-0.07248114794492722,
0.04369523748755455,
0.05302105471491814,
-0.023570502176880836,
-0.04864965006709099,
-0.15962952375411987,
-0.06381798535585403,
0.13725559413433075,
-0.01453558448702097,
-0.03445158526301384,
-0.014397920109331608,
0.02746979519724846,
-0.019715681672096252,
-0.06253457069396973,
-0.06340652704238892,
-0.07671353965997696,
0.013430907391011715,
0.0784938633441925,
-0.027527358382940292,
0.014227369800209999,
-0.05038519203662872,
0.1505262851715088,
-0.09644848108291626,
-0.1551670879125595,
0.013090761378407478,
-0.06254114210605621,
0.01162208616733551,
0.08117330074310303,
-0.014103749766945839,
-0.17312991619110107,
0.09153296798467636,
-0.04313870146870613,
0.04626355692744255,
0.02128872461616993,
0.03638733550906181,
0.05271017178893089,
-0.0062510231509804726,
0.03209378197789192,
-0.017567209899425507,
-0.07839002460241318,
0.011370178312063217,
-0.01492401771247387,
0.037736136466264725,
-0.051306623965501785,
-0.10270200669765472,
0.02456299215555191,
-0.05598323792219162,
0.035643450915813446,
-0.030322952196002007,
0.0013143019750714302,
-0.07041197270154953,
-0.0355856791138649,
0.056912537664175034,
-0.03465444594621658,
0.0004796602879650891,
-0.046328961849212646,
-0.0008247415535151958,
-0.026535840705037117,
0.17650389671325684,
0.002492195460945368,
-0.01472619827836752,
0.06707330793142319,
-0.10248703509569168,
0.012576667591929436,
-0.01136690005660057,
-0.07825485616922379,
0.002479718765243888,
-0.17850837111473083,
0.020286904647946358,
-0.128205806016922,
-0.14427699148654938,
-0.0032618886325508356,
0.041128311306238174,
-0.009413758292794228,
0.003661114489659667,
-0.08138508349657059,
-0.07400872558355331,
-0.029456727206707,
0.05380238965153694,
-0.023643849417567253,
0.02789420261979103,
0.03465350344777107,
-0.02884906716644764,
0.09725909680128098,
-0.04141873121261597,
-0.043740205466747284,
-0.09074075520038605,
0.04527885466814041,
-0.10856214165687561,
0.12623894214630127,
-0.058048490434885025,
0.09790488332509995,
-0.0455232672393322,
-0.026580683887004852,
0.036868490278720856,
0.00742249796167016,
0.02025367133319378,
0.1663702130317688,
-0.19248199462890625,
-0.06481941044330597,
0.20527952909469604,
-0.18491937220096588,
-0.12165392935276031,
0.02429586835205555,
-0.02460549771785736,
0.13510674238204956,
0.06780795007944107,
0.138902485370636,
0.08385467529296875,
-0.2482631951570511,
-0.01671639084815979,
-0.0724305734038353,
-0.06743281334638596,
0.010081109590828419,
-0.005946145858615637,
0.0735010951757431,
-0.040558818727731705,
0.0312994010746479,
-0.05322679504752159,
0.09455902129411697,
-0.0403289832174778,
-0.03506750985980034,
-0.03360965847969055,
-0.06653089076280594,
0.011550216004252434,
0.008164203725755215,
0.025594087317585945,
-0.007040372584015131,
-0.022030353546142578,
0.1046808660030365,
0.02142474055290222,
-0.06427918374538422,
-0.005049325525760651,
-0.05829717218875885,
-0.00590248079970479,
-0.06874030828475952,
-0.00516091100871563,
-0.07918470352888107,
-0.10039082914590836,
0.040302824229002,
0.0828433707356453,
0.01582329533994198,
0.015059500001370907,
0.08843090385198593,
0.12410774827003479,
-0.036021456122398376,
-0.03749668225646019,
0.03599025681614876,
0.015208064578473568,
-0.005626700818538666,
-0.1400744765996933,
0.05354320630431175,
-0.08758178353309631,
0.043065041303634644,
-0.18700085580348969,
0.07279214262962341,
0.059194620698690414,
0.20048294961452484,
0.10160024464130402,
-0.07609371840953827,
0.07831987738609314,
0.022590039297938347,
-0.01948452554643154,
-0.09847994893789291,
0.0007663927390240133,
0.022611336782574654,
-0.16399462521076202,
0.11171268671751022,
-0.13928955793380737,
0.14704492688179016,
0.08299200236797333,
0.11837052553892136,
-0.038254283368587494,
-0.04140755161643028,
-0.02533135563135147,
-0.01904524862766266,
-0.061114829033613205,
0.04133176431059837,
0.12005918473005295,
0.007197434548288584,
0.14518076181411743,
-0.02296166680753231,
0.02151109278202057,
0.07765108346939087,
-0.04525336995720863,
-0.05951900780200958,
0.07877127826213837,
-0.09575693309307098,
0.011137650348246098,
0.04475783929228783,
0.03783072903752327,
0.02290203981101513,
0.21283088624477386,
-0.014195340685546398,
0.019711915403604507,
-0.10012674331665039,
-0.0092550627887249,
0.02109350636601448,
0.17185936868190765,
-0.08067981153726578,
0.008009579963982105,
-0.022415196523070335,
-0.02632281184196472,
0.014929600059986115,
-0.12902146577835083,
-0.047176260501146317,
0.05039519816637039,
-0.0357372984290123,
0.14812900125980377,
0.04589349031448364,
-0.13623046875,
0.019951151683926582,
-0.09074942767620087,
-0.01967163197696209,
0.02557029388844967,
-0.018416069447994232,
-0.06424932181835175,
0.14495506882667542,
-0.06079965829849243,
-0.23092347383499146,
-0.123764269053936,
-0.0389842614531517,
-0.024866461753845215,
0.0027214742731302977,
0.05505846440792084,
-0.08016752451658249,
-0.03400091454386711,
-0.08891462534666061,
0.07385366410017014,
0.06539105623960495,
0.05329456552863121,
0.06622502952814102,
-0.011246039532124996,
0.014828492887318134,
-0.04636716842651367,
-0.000720310490578413,
-0.04608813673257828,
0.03958398848772049,
0.07047566771507263,
-0.0010441576596349478,
0.09087150543928146,
0.15536825358867645,
0.013299031183123589,
0.023401731625199318,
0.012229280546307564,
0.24153973162174225,
-0.014137635938823223,
0.08072562515735626,
0.13852939009666443,
0.05451270192861557,
0.0652645006775856,
0.14834679663181305,
0.04964936524629593,
-0.056750621646642685,
0.09216033667325974,
-0.0071095251478254795,
-0.13196273148059845,
-0.061125822365283966,
-0.09292509406805038,
0.00955463107675314,
-0.0017125641461461782,
0.05080891028046608,
0.0575738325715065,
0.11351455748081207,
0.11350346356630325,
0.09517228603363037,
0.013633268885314465,
0.04438639059662819,
0.08622654527425766,
0.02938859350979328,
-0.06671011447906494,
0.017587842419743538,
-0.04618624597787857,
-0.05845564603805542,
0.0726083517074585,
-0.05066835507750511,
0.1090877577662468,
-0.05175669118762016,
-0.04726659134030342,
0.04742581397294998,
0.021715866401791573,
0.09222930669784546,
0.032969847321510315,
-0.03954889625310898,
-0.047756899148225784,
-0.0205659382045269,
-0.11414774507284164,
0.05267392843961716,
0.10171008855104446,
-0.06985579431056976,
0.009439358487725258,
-0.00784467626363039,
0.10456081479787827,
0.0051302495412528515,
0.013852765783667564,
0.11349707096815109,
-0.2162380963563919,
-0.09244704991579056,
0.0028351626824587584,
0.039257410913705826,
-0.0387641005218029,
-0.007288099732249975,
0.31545668840408325,
-0.013722160831093788,
0.04118853434920311,
-0.06909321248531342,
0.034456517547369,
0.06157684698700905,
-0.015101303346455097,
-0.09328535944223404,
0.07042961567640305,
-0.03291114419698715,
-0.013021647930145264,
-0.22638192772865295,
0.043026626110076904,
-0.008863359689712524,
0.07096752524375916,
0.0032568643800914288,
0.006662261206656694,
0.016384555026888847,
0.09324472397565842,
0.14904657006263733,
0.024446208029985428,
0.07258818298578262,
-0.02732051908969879,
-0.13200122117996216,
0.0027438965626060963,
0.018048571422696114,
-0.055410150438547134,
0.03589194267988205,
0.11044614762067795,
-0.011427170597016811,
0.012620114721357822,
-0.014957519248127937,
-0.18313026428222656,
-0.06579764932394028,
-0.0047738016583025455,
0.11730977147817612,
0.06923193484544754,
-0.08581773936748505,
-0.07989407330751419,
0.10657200962305069,
0.12576958537101746,
-0.19186343252658844,
-0.10638576745986938,
-0.09174010902643204,
-0.02478216215968132,
0.04160274192690849,
-0.04370426759123802,
0.06616945564746857,
-0.021820068359375,
0.11140697449445724,
-0.12043672055006027,
-0.09102138876914978,
0.057669736444950104,
-0.08946763724088669,
-0.1223934069275856,
-0.10719585418701172,
0.06274250894784927,
0.04876679554581642,
-0.01931951195001602,
-0.001369116478599608,
-0.006294734310358763,
0.02402600646018982,
-0.08734370023012161,
0.04827744513750076,
0.16317830979824066,
-0.11672089248895645,
0.03783959895372391,
0.04349081590771675,
-0.01864069141447544,
-0.04751187562942505,
-0.0013323996681720018,
0.07485590130090714,
0.22384048998355865,
-0.07492932677268982,
0.11917105317115784,
0.15275774896144867,
-0.09892670810222626,
-0.2108091562986374,
-0.10092929005622864,
0.0020356045570224524,
0.01837264373898506,
-0.0004983287653885782,
-0.177303746342659,
0.16479256749153137,
-0.010847705416381359,
-0.02290785312652588,
0.10604069381952286,
-0.39087173342704773,
-0.1331321895122528,
0.005896454211324453,
0.1853107064962387,
0.2698926031589508,
-0.10900071263313293,
-0.0686025321483612,
0.025081977248191833,
-0.12791988253593445,
0.1896178275346756,
-0.02780214697122574,
0.06169382482767105,
-0.039437733590602875,
0.015021000988781452,
0.017161060124635696,
-0.05314554646611214,
0.12213622033596039,
0.0014798470074310899,
0.05127915367484093,
-0.08369025588035583,
-0.0017676762072369456,
0.1557057946920395,
-0.04840189963579178,
0.04584890604019165,
-0.08310434967279434,
0.05544732138514519,
-0.056783005595207214,
-0.04494329169392586,
-0.006438510026782751,
0.009855273179709911,
-0.033294565975666046,
-0.1442495882511139,
-0.04707063362002373,
0.06159260869026184,
0.043317653238773346,
0.002501321490854025,
-0.07421319931745529,
-0.017880907282233238,
-0.02465965412557125,
0.18743813037872314,
-0.03950093686580658,
-0.06404028832912445,
-0.0849837064743042,
-0.015832997858524323,
-0.04252437874674797,
0.11346553266048431,
-0.1523428112268448,
-0.020515955984592438,
0.14185230433940887,
0.07624553143978119,
0.11796729266643524,
0.03608820214867592,
-0.08583247661590576,
0.06097959354519844,
0.08032044023275375,
-0.15589168667793274,
-0.13445118069648743,
-0.04476405307650566,
0.015655582770705223,
0.06777843832969666,
-0.02694404125213623,
0.15864033997058868,
-0.10550002008676529,
0.03604830056428909,
-0.015794076025485992,
0.029370766133069992,
-0.030492542311549187,
0.0967615619301796,
-0.004054078832268715,
0.04432769864797592,
-0.053190626204013824,
0.08097264915704727,
-0.006494250614196062,
-0.10624609887599945,
0.016552964225411415,
0.10039105266332626,
-0.10367017984390259,
-0.00242241402156651,
-0.09110220521688461,
0.2145785242319107,
-0.1378789097070694,
-0.03709582984447479,
-0.09755735099315643,
-0.11640404909849167,
0.01361943781375885,
0.1406075656414032,
0.04054877534508705,
0.07705983519554138,
-0.04891227185726166,
-0.040224891155958176,
-0.056579772382974625,
0.05566602945327759,
0.0800713449716568,
0.06154676526784897,
-0.22638466954231262,
-0.02768888883292675,
0.05252241715788841,
0.007439089007675648,
-0.08247652649879456,
-0.06729969382286072,
-0.06990322470664978,
-0.022682171314954758,
-0.016657637432217598,
0.12721364200115204,
-0.06987844407558441,
-0.024572694674134254,
-0.027000632137060165,
-0.012833816930651665,
0.005440601613372564,
0.0541534423828125,
0.007372998632490635,
0.012255800887942314,
-0.020010931417346,
-0.015471799299120903,
-0.053261928260326385,
-0.08854056149721146,
0.005130435340106487,
-0.06295385956764221,
0.0856795385479927,
-0.03720855712890625,
-0.08266478031873703,
-0.0026886926498264074,
-0.22459176182746887,
0.05919347330927849,
0.15250658988952637,
-0.04886509105563164,
-0.024153564125299454,
-0.03428742289543152,
-0.0390264168381691,
-0.03745045140385628,
0.002363794017583132,
-0.0009584924555383623,
0.07617788761854172,
-0.09936826676130295,
-0.0599978081882,
-0.0007752341916784644,
0.02999577671289444,
-0.08330058306455612,
0.03543393686413765,
0.1336481273174286,
0.10895039141178131,
0.11247847974300385,
-0.15323711931705475,
0.09477277845144272,
-0.13306716084480286,
-0.018565583974123,
0.03952769562602043,
-0.03642304986715317,
0.009234708733856678,
-0.0026450357399880886,
-0.03317389264702797,
-0.001711345394141972,
0.0942973718047142,
0.005512875039130449,
-0.17105215787887573,
-0.007215624209493399,
-0.04986835643649101,
0.01181060541421175,
-0.000017331794879282825,
0.24635857343673706,
0.020071104168891907,
0.007147536613047123,
-0.06793906539678574,
0.06275203078985214,
0.11696843057870865,
0.18004564940929413,
0.04221475496888161,
0.011018956080079079,
0.07110092043876648,
0.09775256365537643,
0.021945953369140625,
0.10094853490591049,
-0.042748745530843735,
0.13285678625106812,
-0.1056848093867302,
0.10294169932603836,
-0.06533224135637283,
-0.026002975180745125,
0.09673360735177994,
-0.03493450582027435,
-0.01430399902164936,
0.11050757020711899,
-0.06786640733480453,
-0.029420357197523117,
-0.0908462256193161,
-0.053267702460289,
-0.11208223551511765,
0.011416737921535969,
-0.09135256707668304,
-0.023968901485204697,
0.03203028067946434,
0.021402757614850998,
0.03821878135204315,
0.15876325964927673,
0.042507559061050415,
0.00468859588727355,
0.09723664075136185,
-0.022051243111491203,
-0.08726184070110321,
0.04406707361340523,
0.05423997342586517,
0.02471964992582798,
0.07633241266012192,
-0.03265504911541939,
0.07155342400074005,
0.05018272623419762,
0.02328377403318882,
0.03640275076031685,
-0.065423384308815,
-0.02392994612455368,
0.01619788445532322,
-0.034628164023160934,
0.11404441297054291,
0.09280508011579514,
-0.041393741965293884,
-0.029683031141757965,
0.15274666249752045,
-0.02190009318292141,
-0.10221371054649353,
-0.11496641486883163,
0.1392260491847992,
-0.08637869358062744,
0.06728775799274445,
-0.03501761332154274,
-0.08365515619516373,
-0.0321173295378685,
0.08514470607042313,
0.11400813609361649,
-0.005531257949769497,
0.010902691632509232,
-0.06364058703184128,
-0.007389678154140711,
-0.05687113106250763,
0.06610643863677979,
-0.014306693337857723,
0.2682810127735138,
-0.06830193102359772,
0.02489098161458969,
-0.0860719382762909,
-0.12897439301013947,
-0.05587269365787506,
-0.13637810945510864,
0.03149187192320824,
0.010426430031657219,
-0.08522934466600418,
0.0635034367442131,
-0.1890619993209839,
-0.09146751463413239,
0.22964780032634735,
-0.14131736755371094,
-0.011945707723498344,
-0.05680246651172638,
0.07713161408901215,
0.02109546773135662,
0.059315428137779236,
-0.05539892241358757,
0.03230147436261177,
0.0924748033285141,
-0.010487813502550125,
-0.1210494115948677,
0.018801579251885414,
-0.04501597583293915,
-0.183935284614563,
0.1983451098203659,
-0.039362743496894836,
0.025976482778787613,
0.05253445357084274,
-0.011986235156655312,
-0.10634354501962662,
0.051022112369537354,
-0.04592616483569145,
0.0009977519512176514,
-0.11049557477235794,
0.14420224726200104,
-0.0001587368460604921,
0.0681004598736763,
0.00656008580699563,
-0.12876200675964355,
-0.029937949031591415,
0.05572352558374405,
-0.04523509740829468,
-0.10207781940698624,
0.00005181165397516452,
-0.006421549711376429,
0.08205132931470871,
0.04298241063952446,
-0.040829043835401535,
0.045056745409965515,
-0.0030333506874740124,
0.0366760715842247,
-0.002829724457114935,
0.02172623760998249,
0.05875249207019806,
-0.06888274848461151,
0.020842216908931732,
0.009801620617508888,
-0.01615314558148384,
-0.28441110253334045,
-0.09967570751905441,
-0.13193820416927338,
0.01960046961903572,
0.004063684958964586,
0.0884607806801796,
0.1931738406419754,
0.06563141942024231,
0.011183897033333778,
-0.16300970315933228,
0.012282134033739567,
0.076872318983078,
-0.009909379296004772,
-0.09957417100667953
] |
null | null | peft |
# Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
- **Developed by:** [More Information Needed]
- **Shared by [optional]:** [More Information Needed]
- **Model type:** [More Information Needed]
- **Language(s) (NLP):** [More Information Needed]
- **License:** [More Information Needed]
- **Finetuned from model [optional]:** [More Information Needed]
### Model Sources [optional]
<!-- Provide the basic links for the model. -->
- **Repository:** [More Information Needed]
- **Paper [optional]:** [More Information Needed]
- **Demo [optional]:** [More Information Needed]
## Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
### Direct Use
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
[More Information Needed]
### Downstream Use [optional]
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
[More Information Needed]
### Out-of-Scope Use
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
[More Information Needed]
## Bias, Risks, and Limitations
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
[More Information Needed]
### Recommendations
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
## How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed]
## Training Details
### Training Data
<!-- This should link to a Data Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
[More Information Needed]
### Training Procedure
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
#### Preprocessing [optional]
[More Information Needed]
#### Training Hyperparameters
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
#### Speeds, Sizes, Times [optional]
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
[More Information Needed]
## Evaluation
<!-- This section describes the evaluation protocols and provides the results. -->
### Testing Data, Factors & Metrics
#### Testing Data
<!-- This should link to a Data Card if possible. -->
[More Information Needed]
#### Factors
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
[More Information Needed]
#### Metrics
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
[More Information Needed]
### Results
[More Information Needed]
#### Summary
## Model Examination [optional]
<!-- Relevant interpretability work for the model goes here -->
[More Information Needed]
## Environmental Impact
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
- **Hardware Type:** [More Information Needed]
- **Hours used:** [More Information Needed]
- **Cloud Provider:** [More Information Needed]
- **Compute Region:** [More Information Needed]
- **Carbon Emitted:** [More Information Needed]
## Technical Specifications [optional]
### Model Architecture and Objective
[More Information Needed]
### Compute Infrastructure
[More Information Needed]
#### Hardware
[More Information Needed]
#### Software
[More Information Needed]
## Citation [optional]
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
**BibTeX:**
[More Information Needed]
**APA:**
[More Information Needed]
## Glossary [optional]
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
[More Information Needed]
## More Information [optional]
[More Information Needed]
## Model Card Authors [optional]
[More Information Needed]
## Model Card Contact
[More Information Needed]
## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16
### Framework versions
- PEFT 0.6.2.dev0
| {"library_name": "peft", "base_model": "meta-llama/Llama-2-7b-chat-hf"} | null | Prompt48/Llama-2-7b-chat-hf-fine-tuned-adapters-V1 | [
"peft",
"safetensors",
"arxiv:1910.09700",
"base_model:meta-llama/Llama-2-7b-chat-hf",
"region:us"
] | 2023-11-11T03:58:11+00:00 | [
"1910.09700"
] | [] | TAGS
#peft #safetensors #arxiv-1910.09700 #base_model-meta-llama/Llama-2-7b-chat-hf #region-us
|
# Model Card for Model ID
## Model Details
### Model Description
- Developed by:
- Shared by [optional]:
- Model type:
- Language(s) (NLP):
- License:
- Finetuned from model [optional]:
### Model Sources [optional]
- Repository:
- Paper [optional]:
- Demo [optional]:
## Uses
### Direct Use
### Downstream Use [optional]
### Out-of-Scope Use
## Bias, Risks, and Limitations
### Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
## How to Get Started with the Model
Use the code below to get started with the model.
## Training Details
### Training Data
### Training Procedure
#### Preprocessing [optional]
#### Training Hyperparameters
- Training regime:
#### Speeds, Sizes, Times [optional]
## Evaluation
### Testing Data, Factors & Metrics
#### Testing Data
#### Factors
#### Metrics
### Results
#### Summary
## Model Examination [optional]
## Environmental Impact
Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
- Hardware Type:
- Hours used:
- Cloud Provider:
- Compute Region:
- Carbon Emitted:
## Technical Specifications [optional]
### Model Architecture and Objective
### Compute Infrastructure
#### Hardware
#### Software
[optional]
BibTeX:
APA:
## Glossary [optional]
## More Information [optional]
## Model Card Authors [optional]
## Model Card Contact
## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16
### Framework versions
- PEFT 0.6.2.dev0
| [
"# Model Card for Model ID",
"## Model Details",
"### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:",
"### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:",
"## Uses",
"### Direct Use",
"### Downstream Use [optional]",
"### Out-of-Scope Use",
"## Bias, Risks, and Limitations",
"### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.",
"## How to Get Started with the Model\n\nUse the code below to get started with the model.",
"## Training Details",
"### Training Data",
"### Training Procedure",
"#### Preprocessing [optional]",
"#### Training Hyperparameters\n\n- Training regime:",
"#### Speeds, Sizes, Times [optional]",
"## Evaluation",
"### Testing Data, Factors & Metrics",
"#### Testing Data",
"#### Factors",
"#### Metrics",
"### Results",
"#### Summary",
"## Model Examination [optional]",
"## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:",
"## Technical Specifications [optional]",
"### Model Architecture and Objective",
"### Compute Infrastructure",
"#### Hardware",
"#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:",
"## Glossary [optional]",
"## More Information [optional]",
"## Model Card Authors [optional]",
"## Model Card Contact",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16",
"### Framework versions\n\n\n- PEFT 0.6.2.dev0"
] | [
"TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-meta-llama/Llama-2-7b-chat-hf #region-us \n",
"# Model Card for Model ID",
"## Model Details",
"### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:",
"### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:",
"## Uses",
"### Direct Use",
"### Downstream Use [optional]",
"### Out-of-Scope Use",
"## Bias, Risks, and Limitations",
"### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.",
"## How to Get Started with the Model\n\nUse the code below to get started with the model.",
"## Training Details",
"### Training Data",
"### Training Procedure",
"#### Preprocessing [optional]",
"#### Training Hyperparameters\n\n- Training regime:",
"#### Speeds, Sizes, Times [optional]",
"## Evaluation",
"### Testing Data, Factors & Metrics",
"#### Testing Data",
"#### Factors",
"#### Metrics",
"### Results",
"#### Summary",
"## Model Examination [optional]",
"## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:",
"## Technical Specifications [optional]",
"### Model Architecture and Objective",
"### Compute Infrastructure",
"#### Hardware",
"#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:",
"## Glossary [optional]",
"## More Information [optional]",
"## Model Card Authors [optional]",
"## Model Card Contact",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16",
"### Framework versions\n\n\n- PEFT 0.6.2.dev0"
] | [
43,
6,
3,
45,
28,
3,
4,
9,
9,
10,
42,
20,
3,
4,
5,
9,
11,
13,
3,
12,
5,
4,
5,
3,
4,
9,
53,
9,
8,
6,
3,
14,
8,
7,
9,
4,
164,
14
] | [
"passage: TAGS\n#peft #safetensors #arxiv-1910.09700 #base_model-meta-llama/Llama-2-7b-chat-hf #region-us \n# Model Card for Model ID## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact"
] | [
-0.10539033263921738,
0.18246100842952728,
-0.0030504672322422266,
0.028798656538128853,
0.08510003983974457,
0.020827339962124825,
0.0529460683465004,
0.12503959238529205,
-0.03349856659770012,
0.09216275811195374,
0.06564778089523315,
0.10908766090869904,
0.09678289294242859,
0.19573242962360382,
0.00719727948307991,
-0.18513363599777222,
0.025416888296604156,
-0.09606549143791199,
-0.009773834608495235,
0.12139648199081421,
0.15353094041347504,
-0.10247538238763809,
0.08209264278411865,
-0.012903322465717793,
-0.01777288317680359,
-0.03579990938305855,
-0.07633301615715027,
-0.03406413644552231,
0.04787721857428551,
0.04898304119706154,
0.051382340490818024,
-0.00009680481889517978,
0.08823362737894058,
-0.2639385461807251,
0.018184805288910866,
0.040892500430345535,
-0.005110571160912514,
0.08331213146448135,
0.0874553695321083,
-0.0480991005897522,
0.12763981521129608,
-0.04726662486791611,
0.14262892305850983,
0.07839438319206238,
-0.0803377702832222,
-0.1895045042037964,
-0.07224731147289276,
0.06822720170021057,
0.17235562205314636,
0.08907673507928848,
-0.04300609230995178,
0.15679971873760223,
-0.11171367019414902,
0.017663931474089622,
0.05197814479470253,
-0.05515477433800697,
-0.07205889374017715,
0.06380456686019897,
0.111905038356781,
0.051220010966062546,
-0.1343996524810791,
-0.028311731293797493,
0.02493320032954216,
0.03902541846036911,
0.07774992287158966,
0.02080720104277134,
0.14062699675559998,
0.03982757404446602,
-0.14545156061649323,
-0.036287713795900345,
0.14037686586380005,
0.03116888925433159,
-0.03641142323613167,
-0.22158482670783997,
0.011938887648284435,
-0.08062902092933655,
-0.019717078655958176,
-0.05071350932121277,
0.03414143621921539,
-0.011317328549921513,
0.08304184675216675,
-0.03416510671377182,
-0.09519407898187637,
-0.026581361889839172,
0.09660708904266357,
0.04852995648980141,
0.02728506177663803,
-0.028754359111189842,
0.002887049922719598,
0.12683068215847015,
0.06316518783569336,
-0.12327967584133148,
-0.06054287031292915,
-0.06667669117450714,
-0.05782805755734444,
-0.04873771220445633,
0.02394670620560646,
0.028627922758460045,
0.058653686195611954,
0.2302693873643875,
-0.011460620909929276,
0.056075964123010635,
0.06378687173128128,
0.020386874675750732,
0.055371444672346115,
0.08783082664012909,
-0.05793587118387222,
-0.1428016871213913,
-0.018098928034305573,
0.09699270129203796,
-0.008363272063434124,
-0.023232312873005867,
-0.047491103410720825,
0.027016256004571915,
0.05729648843407631,
0.09920341521501541,
0.09393073618412018,
-0.0022608921863138676,
-0.07066423445940018,
-0.05411068722605705,
0.19832876324653625,
-0.15702418982982635,
0.030967285856604576,
0.011769209988415241,
-0.03061583638191223,
-0.06399382650852203,
0.0108193876221776,
0.01582908444106579,
-0.02410653978586197,
0.08145104348659515,
-0.0672798603773117,
-0.03389992564916611,
-0.12284649163484573,
-0.011943318881094456,
0.03655675798654556,
0.021633636206388474,
-0.025126701220870018,
-0.02441149391233921,
-0.07083388417959213,
-0.09319409728050232,
0.1089104637503624,
-0.06961338967084885,
-0.06416069716215134,
-0.03716231882572174,
-0.08951219916343689,
0.016298063099384308,
0.02508770488202572,
0.114588662981987,
-0.024978769943118095,
0.04374174028635025,
-0.013415200635790825,
0.06239824742078781,
0.06989150494337082,
0.037533096969127655,
-0.06585659086704254,
0.05866488069295883,
-0.20902781188488007,
0.09556912630796432,
-0.08171801269054413,
0.02882288210093975,
-0.1539728343486786,
-0.009552103467285633,
0.02148187905550003,
0.019266285002231598,
0.034109361469745636,
0.14299772679805756,
-0.20977814495563507,
-0.0192871131002903,
0.154213085770607,
-0.09538533538579941,
-0.12728215754032135,
0.04574184864759445,
-0.06332214921712875,
0.16970695555210114,
0.025745384395122528,
-0.016890957951545715,
0.0721881315112114,
-0.1562458723783493,
-0.02688639611005783,
-0.026060456410050392,
-0.01392266433686018,
0.10237563401460648,
0.08120185136795044,
-0.06997939199209213,
0.03528645634651184,
0.015172753483057022,
-0.04101885110139847,
-0.03195958212018013,
-0.051917560398578644,
-0.11895959079265594,
0.0011294762371107936,
-0.0876147598028183,
0.030084652826189995,
-0.011655710637569427,
-0.07116932421922684,
-0.010786943137645721,
-0.1642880141735077,
-0.015583327040076256,
0.08924021571874619,
0.012406378984451294,
-0.02151396870613098,
-0.09745858609676361,
0.021697835996747017,
-0.01758134737610817,
-0.03066716529428959,
-0.15134911239147186,
-0.03406194597482681,
0.012353435158729553,
-0.13830721378326416,
0.022207101806998253,
-0.10835013538599014,
0.06104101613163948,
0.011095105670392513,
-0.0675860047340393,
-0.023651907220482826,
-0.014959011226892471,
0.01453289482742548,
-0.049870871007442474,
-0.24933600425720215,
-0.018969273194670677,
-0.047761064022779465,
0.1690327376127243,
-0.226881206035614,
0.04288604483008385,
0.04275202378630638,
0.12570570409297943,
-0.00924080703407526,
-0.05353138968348503,
0.023537376895546913,
-0.07607016712427139,
-0.022038914263248444,
-0.06516312807798386,
-0.003559864591807127,
-0.0049271839670836926,
-0.05896599218249321,
0.025425948202610016,
-0.11699926108121872,
-0.0693633183836937,
0.10915998369455338,
0.056591808795928955,
-0.16753463447093964,
-0.03220741078257561,
-0.038721099495887756,
-0.07937688380479813,
-0.0907958373427391,
-0.06011613830924034,
0.10294033586978912,
0.04798930510878563,
0.030804354697465897,
-0.07508611679077148,
-0.07471229881048203,
0.0055542285554111,
-0.025199515745043755,
-0.024094777181744576,
0.10653337836265564,
0.07036980986595154,
-0.12935857474803925,
0.09149546176195145,
0.07011739909648895,
0.002976461313664913,
0.10053928196430206,
-0.019508061930537224,
-0.10768350958824158,
-0.03577176481485367,
0.038950465619564056,
0.004067500587552786,
0.1714169979095459,
-0.09359932690858841,
0.05396363139152527,
0.039092760533094406,
-0.033140115439891815,
0.055831179022789,
-0.10071307420730591,
0.011069347150623798,
0.0011822354281321168,
-0.011265658773481846,
0.015050490386784077,
-0.024935975670814514,
0.01576113887131214,
0.07652238011360168,
0.049376148730516434,
0.030336881056427956,
0.04421151801943779,
-0.036469485610723495,
-0.13205087184906006,
0.18442299962043762,
-0.10113586485385895,
-0.22439830005168915,
-0.15075728297233582,
0.05270208790898323,
0.047171615064144135,
-0.022265931591391563,
0.020406438037753105,
-0.04953734576702118,
-0.09432002156972885,
-0.07513319700956345,
-0.004220844246447086,
0.02822692133486271,
-0.06250768899917603,
-0.07676427811384201,
0.06178702041506767,
0.046072009950876236,
-0.11944273859262466,
0.03849459066987038,
0.05717656388878822,
-0.02075108140707016,
0.008496390655636787,
0.05399457365274429,
0.07566643506288528,
0.17398276925086975,
-0.019525423645973206,
0.0007650218904018402,
0.05870061740279198,
0.27146854996681213,
-0.15948891639709473,
0.10216926038265228,
0.11302467435598373,
-0.06532641500234604,
0.07630627602338791,
0.18706846237182617,
0.028427544981241226,
-0.09997397661209106,
0.03889968991279602,
0.03471212089061737,
-0.02374342828989029,
-0.2740643322467804,
-0.05274612084031105,
-0.005351404659450054,
-0.10420112311840057,
0.0749252513051033,
0.0805271714925766,
0.09935227781534195,
0.03896810859441757,
-0.059297993779182434,
-0.09000349789857864,
0.03586322441697121,
0.09146169573068619,
-0.030098967254161835,
0.0025141341611742973,
0.08206825703382492,
-0.02084832265973091,
0.009529022499918938,
0.08784568309783936,
-0.017394855618476868,
0.17247651517391205,
0.03297457471489906,
0.1021260991692543,
0.08820496499538422,
0.09838001430034637,
-0.008606651797890663,
0.015253408811986446,
0.019390800967812538,
0.01697547174990177,
0.013142622075974941,
-0.0873837023973465,
0.02708369679749012,
0.11602186411619186,
0.05128694698214531,
0.025119420140981674,
0.016458673402667046,
-0.035196248441934586,
0.04651043936610222,
0.18084564805030823,
0.011609393171966076,
-0.2050434648990631,
-0.07008375227451324,
0.054584212601184845,
-0.07125788182020187,
-0.13875067234039307,
-0.021908294409513474,
0.032908082008361816,
-0.1725151687860489,
0.013932112604379654,
-0.042309295386075974,
0.09602385759353638,
-0.07904848456382751,
-0.04049207270145416,
0.08739937096834183,
0.07014007121324539,
-0.023944171145558357,
0.07158756256103516,
-0.20194345712661743,
0.1257631629705429,
0.02670750580728054,
0.07288186997175217,
-0.09972313791513443,
0.09298565238714218,
0.012151400558650494,
-0.014306188561022282,
0.15923088788986206,
0.006636202801018953,
-0.06419951468706131,
-0.04916715249419212,
-0.09626348316669464,
-0.008786335587501526,
0.09170757979154587,
-0.11511246860027313,
0.06335645169019699,
-0.015378941781818867,
-0.02708965539932251,
0.012591187842190266,
-0.0698179230093956,
-0.1365504115819931,
-0.17302879691123962,
0.05640658363699913,
-0.09977948665618896,
0.03748399391770363,
-0.09416322410106659,
-0.06823885440826416,
0.014162353239953518,
0.19299736618995667,
-0.16174428164958954,
-0.08532025665044785,
-0.13718469440937042,
-0.08309854567050934,
0.1639029085636139,
-0.037225011736154556,
0.07869858294725418,
0.01563742384314537,
0.1678340584039688,
0.01668231189250946,
0.0008614487596787512,
0.10053227096796036,
-0.08721834421157837,
-0.18607936799526215,
-0.05834769457578659,
0.15639826655387878,
0.15925000607967377,
0.04317750036716461,
-0.009302627295255661,
0.012165154330432415,
-0.054553575813770294,
-0.10984372347593307,
0.020859967917203903,
0.15826795995235443,
0.0859614685177803,
0.0004491153231356293,
-0.030960747972130775,
-0.11128585040569305,
-0.06247005611658096,
-0.06557527929544449,
0.0062994444742798805,
0.1916801780462265,
-0.06544710695743561,
0.16091302037239075,
0.12427867949008942,
-0.05354084447026253,
-0.21015794575214386,
0.053767915815114975,
0.0614759586751461,
0.021415051072835922,
0.043086595833301544,
-0.18543556332588196,
0.09689527750015259,
0.0015147102531045675,
-0.07235876470804214,
0.14616365730762482,
-0.16257821023464203,
-0.1468532234430313,
0.10428757220506668,
0.04106876999139786,
-0.22000494599342346,
-0.11529279500246048,
-0.09463107585906982,
-0.034706443548202515,
-0.11348050087690353,
0.07055285573005676,
-0.017119811847805977,
0.014332449063658714,
0.03307414799928665,
0.03204813227057457,
0.02740423195064068,
-0.05287029221653938,
0.20387250185012817,
-0.019326018169522285,
0.016235560178756714,
-0.05547740310430527,
-0.09196440875530243,
0.046235211193561554,
-0.05634870380163193,
0.1043388694524765,
-0.009866115637123585,
0.025128325447440147,
-0.12940126657485962,
-0.04567734897136688,
-0.06914612650871277,
0.034661222249269485,
-0.10035625100135803,
-0.08960839360952377,
-0.04598969593644142,
0.10189664363861084,
0.09557610750198364,
-0.03648052364587784,
-0.00060772814322263,
-0.08432811498641968,
0.05423392727971077,
0.20409391820430756,
0.19536413252353668,
0.05939912423491478,
-0.0572090744972229,
0.01959128864109516,
-0.02573201432824135,
0.04626106470823288,
-0.21821089088916779,
0.049896467477083206,
0.04979192093014717,
0.02568579651415348,
0.09245344996452332,
-0.01309468038380146,
-0.15670613944530487,
-0.07865600287914276,
0.07680317759513855,
-0.04695609584450722,
-0.14988240599632263,
-0.030289214104413986,
0.052651889622211456,
-0.2075444459915161,
-0.04279342666268349,
0.013762516900897026,
-0.01946660690009594,
-0.04170810058712959,
0.02435525320470333,
0.07953288406133652,
-0.022359225898981094,
0.11895892024040222,
0.08996006846427917,
0.09663591533899307,
-0.10259068012237549,
0.0751674622297287,
0.07004998624324799,
-0.05279475823044777,
0.03212139010429382,
0.10353308171033859,
-0.05294260010123253,
-0.03919462859630585,
0.09822873026132584,
0.08680718392133713,
0.021717919036746025,
-0.05330582335591316,
0.004148437641561031,
-0.04677197337150574,
0.05665063112974167,
0.11416671425104141,
0.04305902123451233,
-0.0021468820050358772,
0.06100144609808922,
0.030740411952137947,
-0.0979989543557167,
0.11156494915485382,
0.05421803146600723,
0.022750984877347946,
-0.04171691834926605,
-0.023502109572291374,
-0.0032115960493683815,
-0.00122424669098109,
-0.017899755388498306,
-0.01238142978399992,
-0.08334024250507355,
-0.002473794389516115,
-0.11040438711643219,
0.03247685730457306,
-0.08541890978813171,
0.007234916090965271,
0.02945399098098278,
-0.045448966324329376,
0.01004794891923666,
0.009018626064062119,
-0.0772605761885643,
-0.05171019956469536,
-0.014252939261496067,
0.08887264877557755,
-0.12365346401929855,
0.029291264712810516,
0.07913022488355637,
-0.10828457027673721,
0.07183725386857986,
0.004896429367363453,
0.008622749708592892,
0.018435996025800705,
-0.16112340986728668,
0.05001310259103775,
-0.030823472887277603,
-0.01107256393879652,
0.02265002578496933,
-0.22395935654640198,
-0.020406117662787437,
-0.04341725632548332,
-0.03752409666776657,
0.013808398507535458,
-0.03251396119594574,
-0.12431972473859787,
0.09627843648195267,
-0.0035505054984241724,
-0.07602667063474655,
-0.022769801318645477,
0.0429888516664505,
0.09767257422208786,
-0.021140269935131073,
0.12960626184940338,
-0.0225292406976223,
0.06967831403017044,
-0.16341818869113922,
0.00013166556891519576,
-0.014532615430653095,
0.0444178469479084,
-0.008934770710766315,
-0.02667742408812046,
0.057997316122055054,
-0.029353829100728035,
0.1853371560573578,
-0.023230055347085,
0.060852035880088806,
0.054414425045251846,
0.006110466085374355,
0.0013467709068208933,
0.08442594110965729,
0.0663672387599945,
-0.015542951412498951,
0.0066118924878537655,
0.05098554491996765,
-0.003557046875357628,
-0.04382754862308502,
-0.14333944022655487,
0.06952525675296783,
0.15512631833553314,
0.053341303020715714,
0.024121826514601707,
0.04114026576280594,
-0.11721207946538925,
-0.07196582853794098,
0.14497962594032288,
-0.0043296837247908115,
-0.033605337142944336,
-0.07786630094051361,
0.1809808760881424,
0.126930370926857,
-0.1958840787410736,
0.07681357860565186,
-0.07115446031093597,
-0.06991348415613174,
-0.12065067887306213,
-0.1602082997560501,
-0.06200290843844414,
-0.04483805224299431,
-0.02044099010527134,
-0.05473754554986954,
0.05335264280438423,
0.06632498651742935,
0.007479395717382431,
-0.021312419325113297,
0.10698442161083221,
0.011284472420811653,
-0.02757083810865879,
0.035808879882097244,
0.05932287871837616,
0.02056625857949257,
-0.10456660389900208,
0.01064393948763609,
-0.0016384688206017017,
0.02514437399804592,
0.05926099047064781,
0.0055168261751532555,
-0.05056895688176155,
0.007106408476829529,
-0.01223625149577856,
-0.11517402529716492,
0.04248914495110512,
-0.02116471529006958,
-0.021937858313322067,
0.1296706199645996,
0.02964148111641407,
0.004368519876152277,
-0.023652158677577972,
0.24559453129768372,
-0.08088520169258118,
-0.0953105241060257,
-0.1566445678472519,
0.060897670686244965,
-0.0627162903547287,
0.023312421515583992,
0.03739333897829056,
-0.11849283427000046,
0.026250334456562996,
0.15197959542274475,
0.14046016335487366,
-0.012981629930436611,
0.011196330189704895,
0.04387620463967323,
-0.0016541160875931382,
-0.044902339577674866,
0.005539368372410536,
0.04768161103129387,
0.12915857136249542,
-0.07303943485021591,
0.07476361840963364,
-0.01580113358795643,
-0.07985527813434601,
-0.008082292042672634,
0.09911733120679855,
0.0015308238798752427,
0.00494861276820302,
-0.06453518569469452,
0.13851402699947357,
-0.08110297471284866,
-0.24432067573070526,
0.04954031482338905,
-0.06399155408143997,
-0.15389074385166168,
-0.04533608257770538,
0.02597082033753395,
-0.01693449541926384,
0.019136294722557068,
0.07220431417226791,
-0.04241299256682396,
0.17110243439674377,
0.04236371070146561,
-0.06534039974212646,
-0.08083653450012207,
0.07314116507768631,
-0.11718209087848663,
0.2833350598812103,
0.016872147098183632,
0.07014206051826477,
0.10323510318994522,
-0.016099324449896812,
-0.1324327439069748,
0.014371593482792377,
0.10439610481262207,
-0.07198543846607208,
0.06634128838777542,
0.1890162229537964,
-0.001732434844598174,
0.13690194487571716,
0.058314256370067596,
-0.05726180970668793,
0.035874903202056885,
-0.09526427835226059,
-0.05190270021557808,
-0.11433003097772598,
0.08002570271492004,
-0.07946895807981491,
0.16609571874141693,
0.13682003319263458,
-0.06564953923225403,
-0.0005613143439404666,
-0.02275386080145836,
0.07903485000133514,
0.0012611134443432093,
0.09903623163700104,
0.0009531974792480469,
-0.19758284091949463,
0.04136171564459801,
0.01723584532737732,
0.10173726081848145,
-0.21479511260986328,
-0.06596981734037399,
0.05892835184931755,
-0.030201202258467674,
-0.059588875621557236,
0.11576876044273376,
0.05051068589091301,
0.03702348470687866,
-0.03908984735608101,
-0.03184687718749046,
-0.009526156820356846,
0.1391594409942627,
-0.12363259494304657,
-0.017291786149144173
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16
### Framework versions
- PEFT 0.4.0
| {"library_name": "peft"} | null | MayIBorn/mrpc_qlora-llama-7b_init_B_with_svd_from_back | [
"peft",
"region:us"
] | 2023-11-11T04:08:38+00:00 | [] | [] | TAGS
#peft #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: True
- bnb_4bit_compute_dtype: bfloat16
### Framework versions
- PEFT 0.4.0
| [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16",
"### Framework versions\n\n\n- PEFT 0.4.0"
] | [
"TAGS\n#peft #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16",
"### Framework versions\n\n\n- PEFT 0.4.0"
] | [
9,
154,
11
] | [
"passage: TAGS\n#peft #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: True\n- bnb_4bit_compute_dtype: bfloat16### Framework versions\n\n\n- PEFT 0.4.0"
] | [
-0.08058243244886398,
0.03408382460474968,
-0.0020491403993219137,
0.13917823135852814,
0.10140469670295715,
0.06862159818410873,
0.10717874020338058,
0.12973113358020782,
0.051405277103185654,
0.0876099243760109,
0.09430733323097229,
0.035471513867378235,
0.06575281172990799,
0.17055198550224304,
-0.02588716521859169,
-0.011652891524136066,
0.038953542709350586,
0.014654352329671383,
0.007519138511270285,
0.08463630825281143,
0.04790383204817772,
-0.03951382637023926,
0.030237257480621338,
-0.09681405127048492,
-0.1889563500881195,
0.004297110252082348,
0.011103780940175056,
0.032297421246767044,
0.04616580531001091,
0.03995085880160332,
0.07479752600193024,
-0.01770888827741146,
-0.028605103492736816,
-0.209029421210289,
-0.010116053745150566,
0.11149364709854126,
-0.022846464067697525,
0.07319236546754837,
-0.08070849627256393,
0.1265133172273636,
-0.0840596854686737,
-0.0248123612254858,
0.00394926592707634,
0.025060534477233887,
-0.09563187509775162,
-0.11915894597768784,
-0.062136538326740265,
0.07679243385791779,
0.028371661901474,
0.05972524359822273,
-0.0012882038718089461,
0.18341010808944702,
-0.1389804184436798,
0.0809478834271431,
0.07666070759296417,
-0.22392548620700836,
-0.03330308943986893,
0.13387303054332733,
-0.02875196561217308,
0.16161976754665375,
-0.07242223620414734,
-0.10662628710269928,
0.08616713434457779,
0.045764923095703125,
-0.0385088287293911,
-0.002324646571651101,
-0.09454035013914108,
0.01715199649333954,
-0.13474635779857635,
-0.053854722529649734,
0.15153412520885468,
0.028050314635038376,
-0.03613889589905739,
-0.03521876037120819,
-0.0978187546133995,
-0.36552518606185913,
0.02987229824066162,
-0.011165015399456024,
-0.07312042266130447,
0.04468671977519989,
0.009515076875686646,
-0.010149052366614342,
-0.008517730049788952,
-0.09955994784832001,
-0.0353381521999836,
0.10478053987026215,
0.044858966022729874,
0.03467674180865288,
-0.0030801116954535246,
0.12416019290685654,
-0.11435626447200775,
-0.03231384605169296,
-0.03738259896636009,
-0.03287176042795181,
-0.05777902156114578,
-0.017129814252257347,
-0.06800537556409836,
0.19715720415115356,
0.0685649961233139,
0.12127622961997986,
-0.1862044632434845,
0.11618182808160782,
-0.022138725966215134,
0.057982154190540314,
-0.031596433371305466,
0.016858752816915512,
-0.10703805834054947,
0.10780221223831177,
-0.00034281128318980336,
0.1370341181755066,
0.010886113159358501,
-0.03226406127214432,
-0.06858925521373749,
-0.02343156561255455,
0.13215848803520203,
0.0006321577820926905,
-0.10461671650409698,
-0.001251846319064498,
-0.14235997200012207,
-0.04536479339003563,
0.07986239343881607,
-0.08172556757926941,
0.015055681578814983,
0.03940154239535332,
-0.0519527830183506,
-0.015382311306893826,
0.09182660281658173,
-0.049823980778455734,
-0.04176127910614014,
-0.03202502056956291,
-0.09570035338401794,
-0.0037144997622817755,
-0.10645883530378342,
-0.12442153692245483,
0.05485647916793823,
-0.16881781816482544,
0.00214181886985898,
-0.053612347692251205,
-0.07010703533887863,
0.019098032265901566,
0.012896033003926277,
-0.08098342269659042,
0.057587988674640656,
-0.07839474081993103,
-0.1303340494632721,
-0.03263237699866295,
0.007942995987832546,
0.008147397078573704,
-0.031440816819667816,
0.09703506529331207,
0.04427933692932129,
0.10190881788730621,
-0.1686924397945404,
-0.0017817567568272352,
0.002266148803755641,
0.061728477478027344,
0.017715848982334137,
0.12253569811582565,
-0.09746449440717697,
-0.020926428958773613,
-0.056756939738988876,
-0.05834434553980827,
-0.13064637780189514,
-0.00618402287364006,
0.12883394956588745,
0.0901666060090065,
-0.15893906354904175,
-0.01500543113797903,
0.09873396903276443,
-0.033214449882507324,
-0.0905686616897583,
0.14829619228839874,
-0.046291206032037735,
0.1161879301071167,
-0.025932589545845985,
0.0800890326499939,
0.2553207576274872,
-0.11519291996955872,
-0.006259293761104345,
0.11334752291440964,
0.0647897943854332,
-0.03250996023416519,
0.009690982289612293,
0.0630774274468422,
-0.12482360750436783,
0.03293900936841965,
0.056869082152843475,
0.04150781407952309,
-0.055414505302906036,
-0.05989132449030876,
-0.0387922078371048,
-0.05580824986100197,
0.10830321907997131,
0.0288253054022789,
0.022509414702653885,
-0.07290995121002197,
-0.0667254701256752,
0.1478654444217682,
0.14133945107460022,
-0.01873757317662239,
-0.007214819546788931,
-0.10794977843761444,
0.006804251577705145,
-0.06314453482627869,
0.024710334837436676,
-0.13134503364562988,
0.021224241703748703,
0.08198744058609009,
0.006622716318815947,
0.0044128443114459515,
0.044661279767751694,
0.06581740081310272,
0.027619970962405205,
-0.05804239585995674,
0.003950413782149553,
-0.057182446122169495,
-0.009482340887188911,
-0.09974877536296844,
-0.07860597223043442,
-0.014022371731698513,
-0.020603911951184273,
0.2137833535671234,
-0.13775989413261414,
0.04119327664375305,
0.09304686635732651,
0.003978158812969923,
-0.0013509908458217978,
-0.03246491402387619,
-0.07048977166414261,
0.11086149513721466,
-0.01623726822435856,
-0.031780920922756195,
0.0408102385699749,
0.03268887475132942,
-0.04525139555335045,
-0.14799892902374268,
-0.08311112970113754,
0.05614996328949928,
0.13360907137393951,
0.07255171239376068,
-0.06526363641023636,
-0.06566543877124786,
-0.02625315822660923,
-0.04203672707080841,
0.04837984964251518,
-0.05070623755455017,
0.041092947125434875,
0.003485908731818199,
0.07026077061891556,
-0.11063150316476822,
-0.042021747678518295,
0.05455046147108078,
-0.016510745510458946,
-0.036616090685129166,
0.10495517402887344,
0.03893192857503891,
-0.0954091027379036,
0.07805604487657547,
0.07735636830329895,
-0.13864406943321228,
0.1193261444568634,
-0.0069734626449644566,
-0.029921798035502434,
-0.08692128956317902,
0.18259529769420624,
0.01921244151890278,
0.12121330201625824,
-0.11036774516105652,
0.09950366616249084,
-0.009423148818314075,
0.017867807298898697,
0.08081240206956863,
-0.2056931108236313,
-0.0017993174260482192,
-0.035246286541223526,
-0.08993978798389435,
-0.057048093527555466,
-0.015121481381356716,
0.005420031491667032,
0.03834051266312599,
-0.007413820829242468,
0.055058881640434265,
0.14344502985477448,
-0.016038574278354645,
-0.09565286338329315,
0.1706576645374298,
-0.21317347884178162,
-0.20372328162193298,
-0.22889095544815063,
0.011021784506738186,
-0.11045976728200912,
-0.026753855869174004,
-0.04677518829703331,
-0.08001822978258133,
0.04734233394265175,
-0.07359708100557327,
-0.05362403392791748,
-0.013222302310168743,
-0.001403358648531139,
0.0469105988740921,
0.02246805839240551,
0.16222496330738068,
-0.07557924091815948,
0.026474451646208763,
0.04600529372692108,
-0.03037749044597149,
0.11145244538784027,
-0.09206138551235199,
-0.018488973379135132,
0.12938930094242096,
-0.00977883581072092,
0.028022432699799538,
0.010000716894865036,
0.28915995359420776,
0.002124506514519453,
0.02045239508152008,
0.09152361750602722,
0.004677120596170425,
0.053931184113025665,
0.08424459397792816,
0.011030887253582478,
-0.10155827552080154,
0.06794655323028564,
0.03983570262789726,
-0.09192612022161484,
-0.14112798869609833,
-0.04133675992488861,
-0.06911205500364304,
0.018460003659129143,
0.09463189542293549,
0.07427006959915161,
0.08747056871652603,
0.07635799050331116,
0.02642783150076866,
0.10064475238323212,
-0.008002717979252338,
-0.0041354950517416,
0.09160790592432022,
-0.0156472809612751,
0.05524700880050659,
-0.027292877435684204,
0.03733984753489494,
0.06622038781642914,
0.15516692399978638,
0.0838608518242836,
-0.07672145217657089,
0.005303647369146347,
0.04810020700097084,
0.274982750415802,
-0.004441866651177406,
0.0990748181939125,
-0.06412321329116821,
-0.016238216310739517,
-0.0008000914822332561,
-0.03370991349220276,
-0.0778331533074379,
0.03683358430862427,
-0.016111833974719048,
0.08133875578641891,
-0.020375283434987068,
-0.01693420298397541,
0.0785563662648201,
0.11707545071840286,
0.15763312578201294,
-0.28069132566452026,
-0.1100718304514885,
-0.007331864908337593,
0.1135404109954834,
-0.09734240174293518,
0.016400136053562164,
0.22187964618206024,
0.009626039303839207,
-0.09815365076065063,
-0.02245645970106125,
0.04537799954414368,
-0.01073248591274023,
0.014049370773136616,
0.12176385521888733,
0.117960125207901,
0.00021621905034407973,
0.07459630072116852,
-0.2917252480983734,
0.028893260285258293,
0.056713465601205826,
0.04446270316839218,
-0.032697975635528564,
0.012152083218097687,
-0.05116613954305649,
-0.06022864952683449,
0.021738940849900246,
0.005986538249999285,
0.1805061399936676,
-0.2731689512729645,
-0.06850173324346542,
-0.01194373331964016,
0.09952675551176071,
0.048848897218704224,
0.03977587819099426,
0.024530742317438126,
0.05711415037512779,
0.06647489219903946,
0.05604392662644386,
-0.025820564478635788,
-0.08720993995666504,
-0.00698319124057889,
0.15132871270179749,
-0.1417805254459381,
-0.056333284825086594,
-0.055252138525247574,
-0.025635123252868652,
0.037837665528059006,
-0.14562934637069702,
-0.050233203917741776,
-0.06314410269260406,
0.02168724499642849,
0.12361197918653488,
-0.03163943812251091,
-0.005398652981966734,
-0.01171803753823042,
0.017371559515595436,
-0.04562538117170334,
-0.09183186292648315,
0.11632262915372849,
-0.05166073143482208,
-0.11482483148574829,
-0.03381786867976189,
0.13805750012397766,
0.06647928804159164,
-0.003835278796032071,
-0.07974882423877716,
-0.05835993215441704,
0.02478203736245632,
-0.13985373079776764,
0.002775113331153989,
0.09232156723737717,
-0.054240964353084564,
0.0993320420384407,
-0.12280118465423584,
0.20544828474521637,
-0.04432230815291405,
0.08668096363544464,
0.07123929262161255,
0.29862937331199646,
-0.09133044630289078,
0.009108741767704487,
0.07819510251283646,
-0.020427340641617775,
-0.24263738095760345,
0.05373096093535423,
0.065752312541008,
0.044206928461790085,
-0.04292643815279007,
-0.1780952364206314,
0.04046095162630081,
0.09181314706802368,
0.009999998845160007,
0.19087159633636475,
-0.31816697120666504,
-0.06112384796142578,
0.03784593567252159,
0.05654192343354225,
0.14173035323619843,
-0.050003957003355026,
0.0025879445020109415,
0.008023007772862911,
-0.042630940675735474,
0.13204137980937958,
-0.13016831874847412,
0.10516181588172913,
-0.018942922353744507,
0.017262369394302368,
0.009025774896144867,
-0.03578454628586769,
0.14919129014015198,
0.02428368851542473,
0.09750277549028397,
0.015131011605262756,
-0.03743477910757065,
0.028255032375454903,
-0.08106991648674011,
0.04230095446109772,
-0.053428974002599716,
0.0886559784412384,
-0.08581772446632385,
0.012432710267603397,
-0.055244456976652145,
-0.020779818296432495,
-0.07015558332204819,
-0.048114676028490067,
-0.09825845807790756,
0.07850700616836548,
-0.01448934804648161,
-0.027521992102265358,
-0.04585539922118187,
0.04872305318713188,
0.07381878048181534,
0.42603540420532227,
-0.06332281976938248,
-0.061098579317331314,
0.06099196523427963,
0.08338452130556107,
-0.02216121181845665,
0.10989628732204437,
-0.13950304687023163,
0.044051818549633026,
0.12261875718832016,
0.006009831093251705,
0.12866443395614624,
0.08894239366054535,
-0.10588505864143372,
-0.012435686774551868,
0.04224320501089096,
-0.1319764107465744,
-0.05583963915705681,
-0.0321316234767437,
-0.015658555552363396,
-0.10869354754686356,
0.015461810864508152,
0.10607387870550156,
-0.029731828719377518,
0.04989327862858772,
0.03373647853732109,
0.03702615574002266,
-0.1419915407896042,
0.1579858809709549,
0.033428143709897995,
0.06961279362440109,
-0.09231719374656677,
0.09644947946071625,
0.028076212853193283,
0.008395612239837646,
0.04128163680434227,
-0.010953031480312347,
-0.10255931317806244,
0.00412987545132637,
-0.03465616703033447,
-0.0777469277381897,
0.0902714729309082,
-0.04618604853749275,
-0.04635371267795563,
-0.1016131266951561,
0.021857229992747307,
0.06799088418483734,
0.06059696152806282,
0.10070706158876419,
-0.021390210837125778,
0.013710939325392246,
-0.1307467371225357,
0.06523974984884262,
-0.028275011107325554,
0.03134126216173172,
-0.15132804214954376,
0.07759863138198853,
-0.015276518650352955,
0.06629682332277298,
-0.016095729544758797,
-0.013370419852435589,
-0.21803905069828033,
0.03089042752981186,
-0.04180334135890007,
0.0013366944622248411,
0.04797567427158356,
0.03496754169464111,
0.020785415545105934,
0.05426483228802681,
-0.030949266627430916,
0.036572713404893875,
-0.04475429654121399,
-0.0445106215775013,
0.04590883105993271,
0.003646222176030278,
-0.03215521574020386,
-0.03999526798725128,
0.04709091782569885,
-0.10828886926174164,
0.04899073392152786,
0.0418383851647377,
-0.04779243469238281,
0.07176274061203003,
0.05363673344254494,
0.01605343073606491,
0.0967654287815094,
0.04849005118012428,
0.05194566026329994,
-0.055213261395692825,
0.04398958012461662,
-0.01490710023790598,
-0.007499438710510731,
0.0529080368578434,
0.1140618696808815,
-0.05267173424363136,
-0.056280773133039474,
-0.1402297019958496,
-0.018151694908738136,
-0.05595407262444496,
0.04468294605612755,
0.15378063917160034,
0.11828161031007767,
0.0811208188533783,
-0.07744671404361725,
-0.02914501540362835,
-0.1478903740644455,
-0.08668629825115204,
0.05235588550567627,
-0.039856165647506714,
-0.0382346585392952,
-0.04015032574534416,
0.06708138436079025,
0.003199029481038451,
0.13215851783752441,
-0.09673574566841125,
-0.09218795597553253,
-0.0549718514084816,
-0.19012688100337982,
-0.12541939318180084,
-0.0027849108446389437,
0.27092236280441284,
0.026842327788472176,
-0.026491835713386536,
-0.06572175770998001,
0.021854832768440247,
0.06614759564399719,
0.14369091391563416,
0.034686967730522156,
0.09715878963470459,
-0.13164366781711578,
0.10834694653749466,
0.0497809462249279,
-0.057587288320064545,
0.11237144470214844,
0.2846921682357788,
-0.08101189881563187,
0.0035323258489370346,
-0.09364639967679977,
0.10703332722187042,
0.02787611074745655,
-0.1368483006954193,
0.009495129808783531,
-0.02333732321858406,
-0.15254777669906616,
-0.11287208646535873,
0.046393804252147675,
-0.062642902135849,
-0.1932605355978012,
-0.028478018939495087,
-0.10855669528245926,
-0.08364386856555939,
0.1129584014415741,
0.041391629725694656,
-0.02246512472629547,
0.20792336761951447,
-0.056768421083688736,
0.036670785397291183,
-0.0009605222148820758,
-0.018660694360733032,
0.0005034446367062628,
-0.04223451018333435,
-0.10173717886209488,
0.1323099583387375,
0.011827487498521805,
0.10770098119974136,
-0.003530758898705244,
0.08844637870788574,
0.04216695576906204,
-0.02177691087126732,
-0.03349971026182175,
-0.009653771296143532,
0.014595644548535347,
-0.06046678125858307,
0.13005627691745758,
0.058243900537490845,
-0.0850246474146843,
-0.07519660145044327,
-0.004302672576159239,
-0.087153859436512,
-0.031609781086444855,
-0.1639007031917572,
0.2679057717323303,
-0.025155488401651382,
0.10030317306518555,
-0.008534462191164494,
-0.06204170733690262,
-0.08830119669437408,
0.12213044613599777,
0.12839972972869873,
-0.12972413003444672,
-0.00535212317481637,
0.08907178044319153,
-0.00476542953401804,
-0.08571440726518631,
0.15927058458328247,
0.09182722121477127,
-0.00975832436233759,
0.025340767577290535,
-0.008123306557536125,
-0.020817508921027184,
0.0054023670963943005,
-0.0001871834392659366,
-0.029136953875422478,
0.005737986881285906,
0.034114375710487366,
-0.13803918659687042,
-0.014844103716313839,
-0.05661149322986603,
-0.06380395591259003,
0.17397046089172363,
-0.1278856247663498,
-0.08737393468618393,
-0.03558695688843727,
-0.08494102209806442,
-0.10847057402133942,
0.024701841175556183,
-0.1123322919011116,
0.06381149590015411,
0.07555042207241058,
-0.0616588369011879,
-0.012170454487204552,
-0.07463500648736954,
-0.0007093343301676214,
0.03859720379114151,
0.06055585294961929,
-0.018848352134227753,
0.07064657658338547,
0.11528874188661575,
-0.016662677749991417,
-0.05752536654472351,
0.1002095565199852,
0.0070723420940339565,
-0.054207030683755875,
-0.14135687053203583,
0.02163613773882389,
-0.02994675002992153,
0.10872479528188705,
0.03403064236044884,
-0.06193780153989792,
-0.0373835451900959,
-0.19130223989486694,
-0.002687747124582529,
-0.15777258574962616,
-0.0733761191368103,
-0.07036226987838745,
0.1150154396891594,
0.18739783763885498,
-0.05502866581082344,
0.020343486219644547,
-0.04384521767497063,
0.046139560639858246,
-0.047787874937057495,
0.062135886400938034,
-0.004278308246284723,
-0.14334729313850403,
0.06533917784690857,
-0.050866298377513885,
0.006045786198228598,
-0.2982831597328186,
-0.0015982950571924448,
0.01880507729947567,
-0.03850128874182701,
-0.04239833354949951,
0.1488024741411209,
0.01694398932158947,
0.08567091077566147,
-0.05748998746275902,
-0.26666006445884705,
-0.0677105188369751,
0.13292981684207916,
-0.0066295103169977665,
-0.07725141942501068
] |
null | null | null | # Model Card for Model ID
<!-- Provide a quick summary of what the model is/does. -->
This modelcard aims to be a base template for new models. It has been generated using [this raw template](https://github.com/huggingface/huggingface_hub/blob/main/src/huggingface_hub/templates/modelcard_template.md?plain=1).
## Model Details
### Model Description
<!-- Provide a longer summary of what this model is. -->
- **Developed by:** [More Information Needed]
- **Funded by [optional]:** [More Information Needed]
- **Shared by [optional]:** [More Information Needed]
- **Model type:** [More Information Needed]
- **Language(s) (NLP):** [More Information Needed]
- **License:** [More Information Needed]
- **Finetuned from model [optional]:** [More Information Needed]
### Model Sources [optional]
<!-- Provide the basic links for the model. -->
- **Repository:** [More Information Needed]
- **Paper [optional]:** [More Information Needed]
- **Demo [optional]:** [More Information Needed]
## Uses
<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
### Direct Use
<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
[More Information Needed]
### Downstream Use [optional]
<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
[More Information Needed]
### Out-of-Scope Use
<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
[More Information Needed]
## Bias, Risks, and Limitations
<!-- This section is meant to convey both technical and sociotechnical limitations. -->
[More Information Needed]
### Recommendations
<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
## How to Get Started with the Model
Use the code below to get started with the model.
[More Information Needed]
## Training Details
### Training Data
<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
[More Information Needed]
### Training Procedure
<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
#### Preprocessing [optional]
[More Information Needed]
#### Training Hyperparameters
- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
#### Speeds, Sizes, Times [optional]
<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
[More Information Needed]
## Evaluation
<!-- This section describes the evaluation protocols and provides the results. -->
### Testing Data, Factors & Metrics
#### Testing Data
<!-- This should link to a Dataset Card if possible. -->
[More Information Needed]
#### Factors
<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
[More Information Needed]
#### Metrics
<!-- These are the evaluation metrics being used, ideally with a description of why. -->
[More Information Needed]
### Results
[More Information Needed]
#### Summary
## Model Examination [optional]
<!-- Relevant interpretability work for the model goes here -->
[More Information Needed]
## Environmental Impact
<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
- **Hardware Type:** [More Information Needed]
- **Hours used:** [More Information Needed]
- **Cloud Provider:** [More Information Needed]
- **Compute Region:** [More Information Needed]
- **Carbon Emitted:** [More Information Needed]
## Technical Specifications [optional]
### Model Architecture and Objective
[More Information Needed]
### Compute Infrastructure
[More Information Needed]
#### Hardware
[More Information Needed]
#### Software
[More Information Needed]
## Citation [optional]
<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
**BibTeX:**
[More Information Needed]
**APA:**
[More Information Needed]
## Glossary [optional]
<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
[More Information Needed]
## More Information [optional]
[More Information Needed]
## Model Card Authors [optional]
[More Information Needed]
## Model Card Contact
[More Information Needed]
| {"language": ["es"], "tags": ["art"]} | null | jgarciaa15/clasificationfilms | [
"art",
"es",
"arxiv:1910.09700",
"region:us"
] | 2023-11-11T04:08:48+00:00 | [
"1910.09700"
] | [
"es"
] | TAGS
#art #es #arxiv-1910.09700 #region-us
| # Model Card for Model ID
This modelcard aims to be a base template for new models. It has been generated using this raw template.
## Model Details
### Model Description
- Developed by:
- Funded by [optional]:
- Shared by [optional]:
- Model type:
- Language(s) (NLP):
- License:
- Finetuned from model [optional]:
### Model Sources [optional]
- Repository:
- Paper [optional]:
- Demo [optional]:
## Uses
### Direct Use
### Downstream Use [optional]
### Out-of-Scope Use
## Bias, Risks, and Limitations
### Recommendations
Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
## How to Get Started with the Model
Use the code below to get started with the model.
## Training Details
### Training Data
### Training Procedure
#### Preprocessing [optional]
#### Training Hyperparameters
- Training regime:
#### Speeds, Sizes, Times [optional]
## Evaluation
### Testing Data, Factors & Metrics
#### Testing Data
#### Factors
#### Metrics
### Results
#### Summary
## Model Examination [optional]
## Environmental Impact
Carbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).
- Hardware Type:
- Hours used:
- Cloud Provider:
- Compute Region:
- Carbon Emitted:
## Technical Specifications [optional]
### Model Architecture and Objective
### Compute Infrastructure
#### Hardware
#### Software
[optional]
BibTeX:
APA:
## Glossary [optional]
## More Information [optional]
## Model Card Authors [optional]
## Model Card Contact
| [
"# Model Card for Model ID\n\n\n\nThis modelcard aims to be a base template for new models. It has been generated using this raw template.",
"## Model Details",
"### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:",
"### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:",
"## Uses",
"### Direct Use",
"### Downstream Use [optional]",
"### Out-of-Scope Use",
"## Bias, Risks, and Limitations",
"### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.",
"## How to Get Started with the Model\n\nUse the code below to get started with the model.",
"## Training Details",
"### Training Data",
"### Training Procedure",
"#### Preprocessing [optional]",
"#### Training Hyperparameters\n\n- Training regime:",
"#### Speeds, Sizes, Times [optional]",
"## Evaluation",
"### Testing Data, Factors & Metrics",
"#### Testing Data",
"#### Factors",
"#### Metrics",
"### Results",
"#### Summary",
"## Model Examination [optional]",
"## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:",
"## Technical Specifications [optional]",
"### Model Architecture and Objective",
"### Compute Infrastructure",
"#### Hardware",
"#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:",
"## Glossary [optional]",
"## More Information [optional]",
"## Model Card Authors [optional]",
"## Model Card Contact"
] | [
"TAGS\n#art #es #arxiv-1910.09700 #region-us \n",
"# Model Card for Model ID\n\n\n\nThis modelcard aims to be a base template for new models. It has been generated using this raw template.",
"## Model Details",
"### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:",
"### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:",
"## Uses",
"### Direct Use",
"### Downstream Use [optional]",
"### Out-of-Scope Use",
"## Bias, Risks, and Limitations",
"### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.",
"## How to Get Started with the Model\n\nUse the code below to get started with the model.",
"## Training Details",
"### Training Data",
"### Training Procedure",
"#### Preprocessing [optional]",
"#### Training Hyperparameters\n\n- Training regime:",
"#### Speeds, Sizes, Times [optional]",
"## Evaluation",
"### Testing Data, Factors & Metrics",
"#### Testing Data",
"#### Factors",
"#### Metrics",
"### Results",
"#### Summary",
"## Model Examination [optional]",
"## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:",
"## Technical Specifications [optional]",
"### Model Architecture and Objective",
"### Compute Infrastructure",
"#### Hardware",
"#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:",
"## Glossary [optional]",
"## More Information [optional]",
"## Model Card Authors [optional]",
"## Model Card Contact"
] | [
19,
29,
3,
54,
28,
3,
4,
9,
9,
10,
42,
20,
3,
4,
5,
9,
11,
13,
3,
12,
5,
4,
5,
3,
4,
9,
53,
9,
8,
6,
3,
14,
8,
7,
9,
4
] | [
"passage: TAGS\n#art #es #arxiv-1910.09700 #region-us \n# Model Card for Model ID\n\n\n\nThis modelcard aims to be a base template for new models. It has been generated using this raw template.## Model Details### Model Description\n\n\n\n\n\n- Developed by: \n- Funded by [optional]: \n- Shared by [optional]: \n- Model type: \n- Language(s) (NLP): \n- License: \n- Finetuned from model [optional]:### Model Sources [optional]\n\n\n\n- Repository: \n- Paper [optional]: \n- Demo [optional]:## Uses### Direct Use### Downstream Use [optional]### Out-of-Scope Use## Bias, Risks, and Limitations### Recommendations\n\n\n\nUsers (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.## How to Get Started with the Model\n\nUse the code below to get started with the model.## Training Details### Training Data### Training Procedure#### Preprocessing [optional]#### Training Hyperparameters\n\n- Training regime:#### Speeds, Sizes, Times [optional]## Evaluation### Testing Data, Factors & Metrics#### Testing Data#### Factors#### Metrics### Results#### Summary## Model Examination [optional]## Environmental Impact\n\n\n\nCarbon emissions can be estimated using the Machine Learning Impact calculator presented in Lacoste et al. (2019).\n\n- Hardware Type: \n- Hours used: \n- Cloud Provider: \n- Compute Region: \n- Carbon Emitted:## Technical Specifications [optional]### Model Architecture and Objective### Compute Infrastructure#### Hardware#### Software\n\n\n\n[optional]\n\n\n\nBibTeX:\n\n\n\nAPA:## Glossary [optional]## More Information [optional]## Model Card Authors [optional]## Model Card Contact"
] | [
-0.11878658831119537,
0.20645658671855927,
-0.0024920834694057703,
0.023276442661881447,
0.08284950256347656,
0.02018963173031807,
0.047423455864191055,
0.1348164826631546,
0.02656184881925583,
0.10444546490907669,
0.07768485695123672,
0.11906804144382477,
0.11202937364578247,
0.19356586039066315,
0.022587671875953674,
-0.15558204054832458,
0.03622627258300781,
-0.06727304309606552,
0.018328610807657242,
0.12536531686782837,
0.13679572939872742,
-0.10126466304063797,
0.09369833767414093,
-0.006362672429531813,
-0.022640692070126534,
-0.03377959877252579,
-0.07187893241643906,
-0.008210339583456516,
0.05356399342417717,
0.020809419453144073,
0.06907040625810623,
-0.010866040363907814,
0.0853767842054367,
-0.25632739067077637,
0.01727932319045067,
0.04165133088827133,
0.0031076385639607906,
0.08062843978404999,
0.09173543006181717,
-0.05087043344974518,
0.12169221043586731,
-0.008588779717683792,
0.13539481163024902,
0.09872175008058548,
-0.09931033849716187,
-0.23426514863967896,
-0.05767133831977844,
0.07037526369094849,
0.17462371289730072,
0.09407071769237518,
-0.046661194413900375,
0.12675951421260834,
-0.07562294602394104,
0.01376531831920147,
0.04061708599328995,
-0.08308212459087372,
-0.05289561301469803,
0.07834326475858688,
0.14030803740024567,
0.07082146406173706,
-0.11151668429374695,
-0.031219711527228355,
0.03606834262609482,
0.048479948192834854,
0.04065937176346779,
0.005118008237332106,
0.17233775556087494,
0.030032098293304443,
-0.15133057534694672,
-0.06081545352935791,
0.16168925166130066,
0.008510525338351727,
-0.05229097604751587,
-0.1999124139547348,
-0.0024657705798745155,
-0.09807325154542923,
-0.024940568953752518,
-0.0508943609893322,
0.045030225068330765,
0.024955935776233673,
0.11714174598455429,
-0.04992179572582245,
-0.10364660620689392,
-0.01883220300078392,
0.10503923147916794,
0.03727046400308609,
0.015893563628196716,
-0.00971016101539135,
0.006142523605376482,
0.13020893931388855,
0.05955395847558975,
-0.12528330087661743,
-0.07002750039100647,
-0.07614807784557343,
-0.03500664606690407,
-0.0343267060816288,
0.026413962244987488,
0.011735867708921432,
0.05368003621697426,
0.27845942974090576,
0.004339576233178377,
0.05932522192597389,
0.060438379645347595,
0.03163644298911095,
0.051226627081632614,
0.11694025248289108,
-0.030729472637176514,
-0.1562388688325882,
-0.014550031162798405,
0.08952194452285767,
-0.006323446054011583,
-0.04014630243182182,
-0.06932863593101501,
0.031157368794083595,
0.044661857187747955,
0.10865562409162521,
0.11435207724571228,
-0.021100053563714027,
-0.07609163224697113,
-0.05856548249721527,
0.19196778535842896,
-0.1435173600912094,
0.046173591166734695,
0.018680790439248085,
-0.012252897024154663,
-0.05115535855293274,
0.012945979833602905,
0.026832858100533485,
-0.03223709762096405,
0.054243844002485275,
-0.07336302846670151,
-0.0411938801407814,
-0.13655345141887665,
-0.028689444065093994,
0.027507243677973747,
0.007516767829656601,
-0.03270918130874634,
-0.041311223059892654,
-0.08825564384460449,
-0.11107917875051498,
0.12372872978448868,
-0.05335860699415207,
-0.047488901764154434,
-0.027835119515657425,
-0.07602901011705399,
0.024493888020515442,
0.04366663098335266,
0.08137719333171844,
-0.024816252291202545,
0.043276481330394745,
-0.0014320776099339128,
0.06285709142684937,
0.06395341455936432,
0.036842040717601776,
-0.10117807984352112,
0.06830664724111557,
-0.20629370212554932,
0.08218849450349808,
-0.06090999394655228,
0.03958437964320183,
-0.16104590892791748,
-0.0022093169391155243,
-0.004515875596553087,
0.04126366600394249,
0.0406329371035099,
0.15709751844406128,
-0.22033773362636566,
-0.023336684331297874,
0.13767431676387787,
-0.113451287150383,
-0.12373670190572739,
0.0404098741710186,
-0.047747690230607986,
0.20433321595191956,
0.026257699355483055,
0.015002340078353882,
0.06699603796005249,
-0.13435283303260803,
-0.02509859949350357,
-0.02288711443543434,
-0.01629326306283474,
0.055378369987010956,
0.08175405859947205,
-0.09832221269607544,
-0.01748029701411724,
0.007638093549758196,
-0.07014600932598114,
-0.01870708540081978,
-0.037787146866321564,
-0.1050567775964737,
-0.007750544231384993,
-0.08124569058418274,
0.009018000215291977,
-0.0009671548614278436,
-0.09903869032859802,
-0.005723349284380674,
-0.16268350183963776,
-0.05817398801445961,
0.08189485222101212,
0.0032085548155009747,
-0.0193269494920969,
-0.09253574907779694,
0.07475463300943375,
-0.06316813826560974,
-0.029736608266830444,
-0.1482718288898468,
0.01044564601033926,
0.01887519843876362,
-0.1512441635131836,
0.012684591114521027,
-0.10444146394729614,
0.06416996568441391,
0.0009687711135484278,
-0.031062651425600052,
-0.05072472244501114,
-0.0051191095262765884,
-0.005766239948570728,
-0.060278572142124176,
-0.21751318871974945,
-0.034702785313129425,
-0.048309240490198135,
0.15701407194137573,
-0.2223896086215973,
0.038776595145463943,
0.003203660948202014,
0.10105341672897339,
-0.004187338519841433,
-0.06252998113632202,
0.018228549510240555,
-0.07084064185619354,
-0.036331553012132645,
-0.06622952967882156,
0.0017437702044844627,
0.008861259557306767,
-0.02455485612154007,
0.01312983874231577,
-0.12212739884853363,
-0.0924094095826149,
0.10640332847833633,
0.029880782589316368,
-0.15734384953975677,
0.022225212305784225,
-0.027926890179514885,
-0.05890846997499466,
-0.05516532063484192,
-0.06736256182193756,
0.09797874093055725,
0.04743916541337967,
0.03731832280755043,
-0.0809110775589943,
-0.05505795776844025,
0.004939878825098276,
-0.0363016240298748,
-0.008716234937310219,
0.10348633676767349,
0.10554660111665726,
-0.1082623153924942,
0.09004659950733185,
0.0773455873131752,
0.011306033469736576,
0.0715334415435791,
-0.010500461794435978,
-0.11223529279232025,
-0.026353126391768456,
0.04659375548362732,
0.0011423832038417459,
0.174104243516922,
-0.09607721865177155,
0.05586070939898491,
0.044050104916095734,
-0.04365760087966919,
0.05599747225642204,
-0.09323149174451828,
0.011945173144340515,
0.014229795895516872,
-0.0029823160730302334,
0.02789711207151413,
-0.028916312381625175,
-0.008718525059521198,
0.07663355767726898,
0.0708991214632988,
0.026221318170428276,
0.028036609292030334,
-0.032948657870292664,
-0.146688774228096,
0.18771688640117645,
-0.09035764634609222,
-0.23247607052326202,
-0.16145645081996918,
0.05211634188890457,
0.05886645242571831,
-0.00301078287884593,
0.0321967639029026,
-0.059570249170064926,
-0.10225474834442139,
-0.07931883633136749,
0.019473042339086533,
0.008684242144227028,
-0.06427770853042603,
-0.0890703946352005,
0.0328931026160717,
0.03205529972910881,
-0.12399495393037796,
0.02843903936445713,
0.06564537435770035,
-0.008968875743448734,
-0.006253041326999664,
0.03355971723794937,
0.10467778146266937,
0.21027493476867676,
-0.007788944523781538,
-0.003924933727830648,
0.07825220376253128,
0.29111456871032715,
-0.15559354424476624,
0.11648092418909073,
0.1450563371181488,
-0.07122895866632462,
0.07643043249845505,
0.1743486523628235,
0.02348380535840988,
-0.09409484267234802,
0.021092714741826057,
0.023470912128686905,
-0.026047464460134506,
-0.25931936502456665,
-0.04830440133810043,
-0.009543132036924362,
-0.09970076382160187,
0.0775303840637207,
0.08643821626901627,
0.09643688052892685,
0.05581098049879074,
-0.05061570554971695,
-0.09998685866594315,
-0.0008531787316314876,
0.11863675713539124,
-0.030540086328983307,
-0.0017923304112628102,
0.07752050459384918,
-0.05095318332314491,
0.006548214238137007,
0.08624985814094543,
0.0013586945133283734,
0.12746094167232513,
0.06743256747722626,
0.11705391854047775,
0.08628269284963608,
0.08822888135910034,
0.005697215441614389,
0.03488922119140625,
0.004497120622545481,
0.018634099513292313,
0.01902114413678646,
-0.07880070060491562,
0.010289708152413368,
0.11782553046941757,
0.027318334206938744,
0.028111260384321213,
0.009026889689266682,
-0.05632934346795082,
0.02868051826953888,
0.18356990814208984,
0.032511744648218155,
-0.22782935202121735,
-0.08125284314155579,
0.05345751345157623,
-0.05501813441514969,
-0.16924935579299927,
-0.017908116802573204,
0.007417597807943821,
-0.15872633457183838,
-0.006033197045326233,
-0.03159718215465546,
0.1056220531463623,
-0.08133912831544876,
-0.041445083916187286,
0.10160598903894424,
0.050161708146333694,
-0.02787584811449051,
0.06003779545426369,
-0.19375842809677124,
0.09894222021102905,
0.031238041818141937,
0.0696747750043869,
-0.09540911763906479,
0.08763034641742706,
-0.007643256802111864,
-0.0050264098681509495,
0.16839449107646942,
0.005977029912173748,
-0.09283838421106339,
-0.08167434483766556,
-0.07573768496513367,
-0.004598499741405249,
0.08384217321872711,
-0.12342362105846405,
0.07750831544399261,
-0.032696522772312164,
-0.021923424676060677,
-0.0003900666197296232,
-0.08269576728343964,
-0.13152775168418884,
-0.15973451733589172,
0.057890843600034714,
-0.09905653446912766,
0.023266971111297607,
-0.07004765421152115,
-0.042025648057460785,
0.05218597128987312,
0.20335446298122406,
-0.20027729868888855,
-0.10562395304441452,
-0.1391533762216568,
-0.12608738243579865,
0.16091491281986237,
-0.04027950391173363,
0.08861390501260757,
-0.016898976638913155,
0.15997792780399323,
0.00040377737605012953,
-0.019338779151439667,
0.09723975509405136,
-0.08599605411291122,
-0.1737249344587326,
-0.05019531026482582,
0.15059056878089905,
0.14643335342407227,
0.030581166967749596,
-0.005487292539328337,
0.03399209305644035,
-0.08888396620750427,
-0.10720763355493546,
0.04153763875365257,
0.1295727640390396,
0.06562704592943192,
-0.014073147438466549,
-0.03840145468711853,
-0.09276851266622543,
-0.05939796194434166,
-0.03809720277786255,
0.0017838403582572937,
0.18630287051200867,
-0.06654659658670425,
0.13728247582912445,
0.12302780151367188,
-0.07342112809419632,
-0.21424321830272675,
0.05564752221107483,
0.024459509178996086,
0.02378402091562748,
0.020324407145380974,
-0.2120998203754425,
0.08990772813558578,
-0.01853916607797146,
-0.07935106009244919,
0.1891738474369049,
-0.20225101709365845,
-0.1274922490119934,
0.11490121483802795,
0.025917822495102882,
-0.1769532412290573,
-0.14539538323879242,
-0.09540437161922455,
-0.023500673472881317,
-0.11731396615505219,
0.04596167802810669,
0.03209533914923668,
0.013327612541615963,
0.01393030770123005,
0.036747466772794724,
0.03938347473740578,
-0.05739615485072136,
0.21201540529727936,
-0.031054813414812088,
0.0026482639368623495,
-0.06458691507577896,
-0.08481962978839874,
0.03139808773994446,
-0.05653787776827812,
0.1341504454612732,
-0.002587640192359686,
0.031164417043328285,
-0.1690010279417038,
-0.03945594280958176,
-0.05482907220721245,
0.04152444377541542,
-0.09332969784736633,
-0.08929311484098434,
-0.0473153330385685,
0.08284389972686768,
0.08163001388311386,
-0.013946658931672573,
-0.0015856984537094831,
-0.10544142872095108,
0.07174042612314224,
0.1933930367231369,
0.20218679308891296,
0.07308323681354523,
-0.05833280086517334,
0.038408346474170685,
-0.03894496709108353,
0.04652664065361023,
-0.22021330893039703,
0.036495793610811234,
0.06194252520799637,
0.014731892384588718,
0.0690985843539238,
0.0006012188387103379,
-0.17393141984939575,
-0.07699272781610489,
0.08853660523891449,
-0.05314698815345764,
-0.16262485086917877,
-0.03253806754946709,
0.03662996366620064,
-0.2115018516778946,
-0.0543687678873539,
0.018916822969913483,
-0.019110731780529022,
-0.04325762018561363,
0.019545363262295723,
0.0755283385515213,
-0.03406139090657234,
0.07647249847650528,
0.10251548886299133,
0.08467348664999008,
-0.09024158865213394,
0.06633459031581879,
0.07394035905599594,
-0.036309897899627686,
0.03281271457672119,
0.11644329130649567,
-0.03563335910439491,
-0.053983449935913086,
0.09073108434677124,
0.14473526179790497,
-0.04317476972937584,
-0.058423858135938644,
0.008665505796670914,
-0.03844644874334335,
0.0538460947573185,
0.10508688539266586,
0.035862743854522705,
-0.0028008988592773676,
0.07538625597953796,
0.0253837238997221,
-0.10204742848873138,
0.1027061715722084,
0.04049297794699669,
0.023206889629364014,
-0.03537982329726219,
-0.03666276857256889,
-0.0021601312328130007,
-0.003092505969107151,
-0.016726089641451836,
-0.013604896143078804,
-0.08345559984445572,
0.004209119826555252,
-0.1336129605770111,
0.008860127069056034,
-0.062114372849464417,
-0.0010458286851644516,
0.03323318436741829,
-0.04472397267818451,
0.0010790223022922873,
-0.008581414818763733,
-0.0822092741727829,
-0.05484951287508011,
-0.020493822172284126,
0.06269437074661255,
-0.13169929385185242,
0.0389905609190464,
0.07891732454299927,
-0.09912929683923721,
0.05880631133913994,
-0.012131511233747005,
0.007884658873081207,
-0.002040374791249633,
-0.1477871835231781,
0.05232793092727661,
-0.033188823610544205,
-0.01620836928486824,
-0.003414735896512866,
-0.17847833037376404,
-0.008836714550852776,
-0.035602468997240067,
-0.06629285961389542,
0.006267273332923651,
0.004417343530803919,
-0.11782902479171753,
0.121397465467453,
0.014455247670412064,
-0.06289687752723694,
-0.022908801212906837,
0.052361276000738144,
0.08104245364665985,
-0.004198477137833834,
0.11640409380197525,
-0.014528587460517883,
0.07903861254453659,
-0.16611307859420776,
-0.004718035459518433,
-0.0153586957603693,
0.0619313009083271,
-0.017252806574106216,
-0.04743722453713417,
0.04903853312134743,
-0.024569738656282425,
0.18522319197654724,
-0.005656349938362837,
0.07215256989002228,
0.04431169852614403,
0.0354958176612854,
0.03995557501912117,
0.07373897731304169,
0.06990033388137817,
-0.018569529056549072,
-0.0000797776083345525,
0.037714991718530655,
0.02219686657190323,
-0.04890812560915947,
-0.1450732797384262,
0.07378590106964111,
0.16543322801589966,
0.07653593271970749,
0.04114360734820366,
-0.0012187177781015635,
-0.12147949635982513,
-0.07727315276861191,
0.10873888432979584,
-0.005633935797959566,
-0.033576130867004395,
-0.06655014306306839,
0.2249954342842102,
0.14515627920627594,
-0.18089130520820618,
0.07670975476503372,
-0.05247029662132263,
-0.03882652893662453,
-0.1444777101278305,
-0.20111368596553802,
-0.05652333423495293,
-0.04523852840065956,
-0.03410503268241882,
-0.050121694803237915,
0.04748216271400452,
0.041648343205451965,
-0.012303809635341167,
-0.03512488678097725,
0.09689632058143616,
0.021714437752962112,
-0.035850875079631805,
0.027387937530875206,
0.04809952527284622,
0.03827625885605812,
-0.08979348838329315,
0.017647985368967056,
0.010125645436346531,
0.014145193621516228,
0.07180128991603851,
0.02827337756752968,
-0.06658803671598434,
0.037324246019124985,
-0.022999268025159836,
-0.12258625775575638,
0.03506515175104141,
-0.004335526842623949,
-0.027285998687148094,
0.13497401773929596,
0.0320575013756752,
0.00799703411757946,
-0.010122735053300858,
0.22827695310115814,
-0.06747253984212875,
-0.06619524955749512,
-0.1284971684217453,
0.08466404676437378,
-0.07978726923465729,
0.024974841624498367,
0.014574243687093258,
-0.12923774123191833,
0.025345370173454285,
0.18874536454677582,
0.12170783430337906,
-0.023714570328593254,
-0.0009694267646409571,
0.04573843255639076,
0.005310302134603262,
-0.03719744086265564,
0.017381716519594193,
0.049314577132463455,
0.20089320838451385,
-0.09704019874334335,
0.06258952617645264,
-0.025847824290394783,
-0.07305292040109634,
-0.019933870062232018,
0.10482936352491379,
-0.012590312398970127,
-0.007973872125148773,
-0.06635134667158127,
0.13823510706424713,
-0.09241577237844467,
-0.192598357796669,
0.0564919151365757,
-0.05601806938648224,
-0.12829291820526123,
-0.046533387154340744,
0.03462165221571922,
-0.027123721316456795,
0.010345762595534325,
0.05263042077422142,
-0.05186864361166954,
0.17277728021144867,
0.031584255397319794,
-0.06548645347356796,
-0.10292918980121613,
0.05726270377635956,
-0.13934876024723053,
0.28049197793006897,
0.03239862620830536,
0.042500849813222885,
0.11077013611793518,
-0.007655935827642679,
-0.14706940948963165,
0.018099404871463776,
0.0997588187456131,
-0.05045567452907562,
0.06606420874595642,
0.16312181949615479,
0.005508834961801767,
0.11982040107250214,
0.06020572781562805,
-0.05317739397287369,
0.05159582570195198,
-0.09091292321681976,
-0.04650889337062836,
-0.12023739516735077,
0.06296106427907944,
-0.10137402266263962,
0.16140791773796082,
0.11856886744499207,
-0.06658127903938293,
-0.006702604703605175,
-0.024035371840000153,
0.08302255719900131,
0.019543970003724098,
0.10027533769607544,
0.0034184649121016264,
-0.17153091728687286,
0.044023703783750534,
0.009068534709513187,
0.08824017643928528,
-0.20474576950073242,
-0.04659212380647659,
0.0430452823638916,
-0.017463263124227524,
-0.0712554007768631,
0.10988905280828476,
0.04461875930428505,
0.038303423672914505,
-0.04791565239429474,
-0.012643059715628624,
0.01751551777124405,
0.15440239012241364,
-0.1065545454621315,
-0.03163148835301399
] |
null | null | null |
# Nombre del estudiante: Brayam Arvey Ardila
# Nombre del modelo: BAAO
Se enfoca en la implementación y entrenamiento de un modelo de procesamiento
de lenguaje natural basado en la arquitectura T5, utilizando la biblioteca Transformers de Hugging Face.
# Descripciòn
Este modelo utiliza la arquitectura T5 de Transformers para tareas de procesamiento de lenguaje natural,
centradas en la generación de texto. Se implemento y entreno usando PyTorch Lightning,
lo que facilita la escalabilidad y eficiencia en el entrenamiento.
# Funcionamiento:
El proceso comienza con la instalación de las bibliotecas necesarias: transformers, sentencepiece
y pytorch_lightning. Estas bibliotecas proporcionan las herramientas para trabajar con modelos de
lenguaje avanzados y facilitan el manejo del entrenamiento y la validación de modelos.
Se utiliza una clase personalizada, T5Dataset, para preparar y gestionar los datos.
El modelo se construye y entrena dentro de una clase T5Model, que hereda de pl.LightningModule.
Esto implica que el modelo se beneficia de las características de PyTorch Lightning, como la gestión
eficiente del entrenamiento y la escalabilidad. El entrenamiento del modelo se realiza con callbacks
y checkpoints para monitorizar y guardar el progreso.
# Caracterìsticas del modelo
Tipo de Modelo: T5 para generación condicional de texto.
Entrenado con: PyTorch Lightning.
Bibliotecas Clave: Transformers, SentencePiece, PyTorch Lightning.
# Datos utilizados
Preparación de Datos: Uso de T5Dataset para la manipulación y preparación de datos, adaptado para trabajar con el modelo T5.
División de Datos: Dividido en conjuntos de entrenamiento y prueba para una evaluación efectiva.
# Arquitectura del modelo
Base: T5ForConditionalGeneration de la biblioteca Transformers.
Personalización: Implementación dentro de una clase T5Model que extiende pl.LightningModule,
lo que indica una integración con PyTorch Lightning para gestionar el entrenamiento y la validación.
| {"license": "gpl"} | null | BrayamArdila/BAAO | [
"license:gpl",
"region:us"
] | 2023-11-11T04:10:19+00:00 | [] | [] | TAGS
#license-gpl #region-us
|
# Nombre del estudiante: Brayam Arvey Ardila
# Nombre del modelo: BAAO
Se enfoca en la implementación y entrenamiento de un modelo de procesamiento
de lenguaje natural basado en la arquitectura T5, utilizando la biblioteca Transformers de Hugging Face.
# Descripciòn
Este modelo utiliza la arquitectura T5 de Transformers para tareas de procesamiento de lenguaje natural,
centradas en la generación de texto. Se implemento y entreno usando PyTorch Lightning,
lo que facilita la escalabilidad y eficiencia en el entrenamiento.
# Funcionamiento:
El proceso comienza con la instalación de las bibliotecas necesarias: transformers, sentencepiece
y pytorch_lightning. Estas bibliotecas proporcionan las herramientas para trabajar con modelos de
lenguaje avanzados y facilitan el manejo del entrenamiento y la validación de modelos.
Se utiliza una clase personalizada, T5Dataset, para preparar y gestionar los datos.
El modelo se construye y entrena dentro de una clase T5Model, que hereda de pl.LightningModule.
Esto implica que el modelo se beneficia de las características de PyTorch Lightning, como la gestión
eficiente del entrenamiento y la escalabilidad. El entrenamiento del modelo se realiza con callbacks
y checkpoints para monitorizar y guardar el progreso.
# Caracterìsticas del modelo
Tipo de Modelo: T5 para generación condicional de texto.
Entrenado con: PyTorch Lightning.
Bibliotecas Clave: Transformers, SentencePiece, PyTorch Lightning.
# Datos utilizados
Preparación de Datos: Uso de T5Dataset para la manipulación y preparación de datos, adaptado para trabajar con el modelo T5.
División de Datos: Dividido en conjuntos de entrenamiento y prueba para una evaluación efectiva.
# Arquitectura del modelo
Base: T5ForConditionalGeneration de la biblioteca Transformers.
Personalización: Implementación dentro de una clase T5Model que extiende pl.LightningModule,
lo que indica una integración con PyTorch Lightning para gestionar el entrenamiento y la validación.
| [
"# Nombre del estudiante: Brayam Arvey Ardila",
"# Nombre del modelo: BAAO\n\nSe enfoca en la implementación y entrenamiento de un modelo de procesamiento \nde lenguaje natural basado en la arquitectura T5, utilizando la biblioteca Transformers de Hugging Face.",
"# Descripciòn\n\nEste modelo utiliza la arquitectura T5 de Transformers para tareas de procesamiento de lenguaje natural, \ncentradas en la generación de texto. Se implemento y entreno usando PyTorch Lightning, \nlo que facilita la escalabilidad y eficiencia en el entrenamiento.",
"# Funcionamiento: \n\nEl proceso comienza con la instalación de las bibliotecas necesarias: transformers, sentencepiece \ny pytorch_lightning. Estas bibliotecas proporcionan las herramientas para trabajar con modelos de \nlenguaje avanzados y facilitan el manejo del entrenamiento y la validación de modelos.\n\nSe utiliza una clase personalizada, T5Dataset, para preparar y gestionar los datos. \nEl modelo se construye y entrena dentro de una clase T5Model, que hereda de pl.LightningModule. \nEsto implica que el modelo se beneficia de las características de PyTorch Lightning, como la gestión \neficiente del entrenamiento y la escalabilidad. El entrenamiento del modelo se realiza con callbacks \ny checkpoints para monitorizar y guardar el progreso.",
"# Caracterìsticas del modelo\n\nTipo de Modelo: T5 para generación condicional de texto.\n\nEntrenado con: PyTorch Lightning.\n\nBibliotecas Clave: Transformers, SentencePiece, PyTorch Lightning.",
"# Datos utilizados\n\nPreparación de Datos: Uso de T5Dataset para la manipulación y preparación de datos, adaptado para trabajar con el modelo T5.\n\nDivisión de Datos: Dividido en conjuntos de entrenamiento y prueba para una evaluación efectiva.",
"# Arquitectura del modelo\n\nBase: T5ForConditionalGeneration de la biblioteca Transformers.\nPersonalización: Implementación dentro de una clase T5Model que extiende pl.LightningModule, \nlo que indica una integración con PyTorch Lightning para gestionar el entrenamiento y la validación."
] | [
"TAGS\n#license-gpl #region-us \n",
"# Nombre del estudiante: Brayam Arvey Ardila",
"# Nombre del modelo: BAAO\n\nSe enfoca en la implementación y entrenamiento de un modelo de procesamiento \nde lenguaje natural basado en la arquitectura T5, utilizando la biblioteca Transformers de Hugging Face.",
"# Descripciòn\n\nEste modelo utiliza la arquitectura T5 de Transformers para tareas de procesamiento de lenguaje natural, \ncentradas en la generación de texto. Se implemento y entreno usando PyTorch Lightning, \nlo que facilita la escalabilidad y eficiencia en el entrenamiento.",
"# Funcionamiento: \n\nEl proceso comienza con la instalación de las bibliotecas necesarias: transformers, sentencepiece \ny pytorch_lightning. Estas bibliotecas proporcionan las herramientas para trabajar con modelos de \nlenguaje avanzados y facilitan el manejo del entrenamiento y la validación de modelos.\n\nSe utiliza una clase personalizada, T5Dataset, para preparar y gestionar los datos. \nEl modelo se construye y entrena dentro de una clase T5Model, que hereda de pl.LightningModule. \nEsto implica que el modelo se beneficia de las características de PyTorch Lightning, como la gestión \neficiente del entrenamiento y la escalabilidad. El entrenamiento del modelo se realiza con callbacks \ny checkpoints para monitorizar y guardar el progreso.",
"# Caracterìsticas del modelo\n\nTipo de Modelo: T5 para generación condicional de texto.\n\nEntrenado con: PyTorch Lightning.\n\nBibliotecas Clave: Transformers, SentencePiece, PyTorch Lightning.",
"# Datos utilizados\n\nPreparación de Datos: Uso de T5Dataset para la manipulación y preparación de datos, adaptado para trabajar con el modelo T5.\n\nDivisión de Datos: Dividido en conjuntos de entrenamiento y prueba para una evaluación efectiva.",
"# Arquitectura del modelo\n\nBase: T5ForConditionalGeneration de la biblioteca Transformers.\nPersonalización: Implementación dentro de una clase T5Model que extiende pl.LightningModule, \nlo que indica una integración con PyTorch Lightning para gestionar el entrenamiento y la validación."
] | [
12,
13,
44,
59,
154,
52,
54,
66
] | [
"passage: TAGS\n#license-gpl #region-us \n# Nombre del estudiante: Brayam Arvey Ardila# Nombre del modelo: BAAO\n\nSe enfoca en la implementación y entrenamiento de un modelo de procesamiento \nde lenguaje natural basado en la arquitectura T5, utilizando la biblioteca Transformers de Hugging Face.# Descripciòn\n\nEste modelo utiliza la arquitectura T5 de Transformers para tareas de procesamiento de lenguaje natural, \ncentradas en la generación de texto. Se implemento y entreno usando PyTorch Lightning, \nlo que facilita la escalabilidad y eficiencia en el entrenamiento.# Funcionamiento: \n\nEl proceso comienza con la instalación de las bibliotecas necesarias: transformers, sentencepiece \ny pytorch_lightning. Estas bibliotecas proporcionan las herramientas para trabajar con modelos de \nlenguaje avanzados y facilitan el manejo del entrenamiento y la validación de modelos.\n\nSe utiliza una clase personalizada, T5Dataset, para preparar y gestionar los datos. \nEl modelo se construye y entrena dentro de una clase T5Model, que hereda de pl.LightningModule. \nEsto implica que el modelo se beneficia de las características de PyTorch Lightning, como la gestión \neficiente del entrenamiento y la escalabilidad. El entrenamiento del modelo se realiza con callbacks \ny checkpoints para monitorizar y guardar el progreso.# Caracterìsticas del modelo\n\nTipo de Modelo: T5 para generación condicional de texto.\n\nEntrenado con: PyTorch Lightning.\n\nBibliotecas Clave: Transformers, SentencePiece, PyTorch Lightning.# Datos utilizados\n\nPreparación de Datos: Uso de T5Dataset para la manipulación y preparación de datos, adaptado para trabajar con el modelo T5.\n\nDivisión de Datos: Dividido en conjuntos de entrenamiento y prueba para una evaluación efectiva.# Arquitectura del modelo\n\nBase: T5ForConditionalGeneration de la biblioteca Transformers.\nPersonalización: Implementación dentro de una clase T5Model que extiende pl.LightningModule, \nlo que indica una integración con PyTorch Lightning para gestionar el entrenamiento y la validación."
] | [
-0.01228606142103672,
0.1516091227531433,
-0.011087752878665924,
0.08094770461320877,
0.12413617968559265,
0.03304388374090195,
0.06946540623903275,
0.07776886224746704,
-0.05749588832259178,
-0.027987796813249588,
-0.026501210406422615,
0.10960862040519714,
0.08315350860357285,
0.049145203083753586,
0.08488284796476364,
-0.24413126707077026,
0.0036113786045461893,
-0.03912189602851868,
-0.06426391750574112,
0.0755314752459526,
0.09919117391109467,
-0.044656746089458466,
0.07800694555044174,
-0.01483287662267685,
-0.08591744303703308,
0.012275190092623234,
0.025965794920921326,
-0.04590381681919098,
0.1076023131608963,
0.08497186750173569,
0.05803286284208298,
0.004190713632851839,
0.0170707069337368,
-0.08394133299589157,
0.026124032214283943,
0.09094099700450897,
-0.03157375752925873,
0.06295536458492279,
0.07705163210630417,
0.034506093710660934,
0.162677600979805,
-0.020669613033533096,
0.11921433359384537,
0.04305410757660866,
-0.0617360956966877,
-0.06804535537958145,
-0.04325756058096886,
0.12559881806373596,
-0.009589506313204765,
0.05192916840314865,
0.02650292217731476,
0.09501867741346359,
-0.029792526736855507,
0.06902675330638885,
0.08259863406419754,
-0.14268817007541656,
-0.04843129590153694,
0.08195606619119644,
-0.012567706406116486,
0.07957898080348969,
-0.039806023240089417,
0.00863142590969801,
-0.04094909131526947,
0.03786376863718033,
0.16501013934612274,
-0.0450638011097908,
0.024198245257139206,
0.020675888285040855,
-0.0795685276389122,
-0.07753988355398178,
0.21446704864501953,
-0.06230948120355606,
-0.054301925003528595,
-0.12847934663295746,
-0.03532746061682701,
0.0902259424328804,
0.040522750467061996,
-0.03715483471751213,
0.02017628401517868,
0.0035000320058315992,
0.014298675581812859,
-0.12112399190664291,
-0.08718623220920563,
-0.005555722862482071,
-0.009474457241594791,
0.1460925042629242,
0.060289882123470306,
0.014816445298492908,
-0.034603238105773926,
0.18087142705917358,
0.09013570100069046,
-0.03330551087856293,
-0.007733702659606934,
-0.0986633151769638,
-0.005948295351117849,
0.009858968667685986,
-0.01681438647210598,
-0.1336851269006729,
-0.03195112571120262,
0.12042517960071564,
0.0521545484662056,
0.030911216512322426,
-0.0035435655154287815,
0.002566794166341424,
0.040458958595991135,
0.11853130906820297,
-0.009148499928414822,
-0.0235766414552927,
0.06720602512359619,
-0.02941562980413437,
-0.026474647223949432,
-0.04795103147625923,
0.003567161038517952,
-0.010971310548484325,
0.0593235157430172,
0.06216321885585785,
0.04816068708896637,
0.06128593906760216,
0.04195350036025047,
-0.05622410401701927,
0.08310385793447495,
-0.11795353889465332,
-0.0251294057816267,
-0.027965841814875603,
-0.018824318423867226,
0.04062124341726303,
0.0896233320236206,
-0.05457114055752754,
-0.14605478942394257,
-0.0033195021096616983,
-0.054176390171051025,
-0.10087685286998749,
-0.08779478818178177,
-0.0699857845902443,
-0.014269193634390831,
0.008231067098677158,
-0.013967364095151424,
-0.14283959567546844,
-0.18974824249744415,
-0.02457963488996029,
0.06906133145093918,
-0.02074989676475525,
-0.07091742753982544,
0.030338317155838013,
-0.012410538271069527,
-0.020647885277867317,
0.017823154106736183,
0.009103520773351192,
0.024170933291316032,
0.05197902023792267,
-0.05804155021905899,
-0.052807413041591644,
-0.040098048746585846,
0.024998987093567848,
-0.06134980171918869,
0.009342418052256107,
-0.1371595710515976,
0.07982300966978073,
0.020041558891534805,
-0.02111625298857689,
-0.03293457627296448,
-0.06143869459629059,
0.00004393903509480879,
0.003250319277867675,
-0.00933708343654871,
0.05865054205060005,
-0.12763194739818573,
-0.023276422172784805,
0.0676192045211792,
-0.15172520279884338,
-0.06080619618296623,
0.03187526762485504,
-0.04626091197133064,
0.11618316918611526,
0.10252601653337479,
0.07931040227413177,
0.20716768503189087,
-0.015615390613675117,
-0.021455390378832817,
-0.04348091408610344,
-0.07286425679922104,
0.03407137840986252,
0.040398597717285156,
0.038605403155088425,
-0.12615354359149933,
0.04482792317867279,
-0.1355925053358078,
0.046851303428411484,
0.004061112646013498,
-0.005984857678413391,
-0.030000461265444756,
-0.028372254222631454,
0.014935345388948917,
0.023009229451417923,
-0.008752034045755863,
0.00951448455452919,
-0.044784944504499435,
0.08613709360361099,
0.08156395703554153,
-0.09470465779304504,
0.018298417329788208,
-0.05402412638068199,
0.04253166913986206,
0.04610729217529297,
0.0010162132093682885,
-0.10688098520040512,
-0.07788743823766708,
0.0512918159365654,
-0.06102796643972397,
0.07109048217535019,
-0.008577225729823112,
0.034325167536735535,
0.06933605670928955,
-0.04747063294053078,
-0.05536704882979393,
-0.0957522839307785,
-0.009633232839405537,
0.02572002075612545,
-0.09814134985208511,
-0.01959623396396637,
-0.0013271562056615949,
0.025381367653608322,
-0.06749773025512695,
0.050604600459337234,
-0.041002724319696426,
0.07561443746089935,
0.027942528948187828,
-0.039381351321935654,
-0.0006628728588111699,
-0.028381407260894775,
-0.0013290341012179852,
-0.06656306982040405,
0.010679096914827824,
0.03292952477931976,
0.013549036346375942,
0.07836473733186722,
-0.0906069204211235,
0.07011003792285919,
0.05499281734228134,
0.052382007241249084,
-0.03338569775223732,
-0.049147721379995346,
-0.02446473203599453,
-0.020524078980088234,
-0.006979871541261673,
-0.04937129467725754,
0.2017035186290741,
0.02122047357261181,
0.06557539850473404,
-0.08241728693246841,
-0.05097941309213638,
0.005534396041184664,
0.026743559166789055,
0.046954307705163956,
-0.028835643082857132,
0.03412794694304466,
-0.08551766723394394,
0.03884182125329971,
-0.0019289028132334352,
0.058624692261219025,
0.13472574949264526,
0.00196174462325871,
-0.04654470831155777,
-0.03502228483557701,
-0.041469473391771317,
-0.0012179750483483076,
0.09863138198852539,
-0.03545564413070679,
0.05145116150379181,
0.0426069051027298,
-0.005323490593582392,
0.04643086716532707,
-0.07049619406461716,
0.01710035279393196,
0.03955334424972534,
0.03456570580601692,
0.027451949194073677,
0.003667722921818495,
0.001101010711863637,
0.057406555861234665,
0.004996137227863073,
0.08834031224250793,
0.0019308534683659673,
-0.008238113485276699,
-0.09240353107452393,
0.1357242465019226,
-0.08009576797485352,
-0.28380557894706726,
-0.1263594925403595,
0.06115400418639183,
-0.03173276036977768,
-0.025473227724432945,
0.0003886094782501459,
0.02233150042593479,
-0.0519728846848011,
-0.08971892297267914,
0.0846865177154541,
-0.027967190369963646,
-0.03518741577863693,
-0.11647728830575943,
0.020184041932225227,
-0.04385582357645035,
-0.14945371448993683,
0.0009995352011173964,
0.06193377450108528,
-0.09485356509685516,
0.05117296800017357,
0.008028468117117882,
0.027921026572585106,
0.08819826692342758,
-0.021393580362200737,
0.0016821275930851698,
-0.05299810692667961,
0.12666255235671997,
-0.038546450436115265,
0.13301879167556763,
0.13748562335968018,
-0.010557658039033413,
0.05280802398920059,
0.025776509195566177,
-0.0033031946513801813,
-0.00395204359665513,
0.039959102869033813,
-0.002789092482998967,
-0.025531576946377754,
-0.19577406346797943,
-0.07595469057559967,
-0.04489508643746376,
0.003025260055437684,
0.08010087162256241,
0.053648218512535095,
0.09440995752811432,
0.06020486727356911,
-0.020101388916373253,
0.013315577991306782,
0.09006354212760925,
0.1065412312746048,
0.0705346018075943,
-0.04818643257021904,
0.0274024847894907,
-0.05397699028253555,
0.0400095097720623,
0.10314901918172836,
0.03865881636738777,
0.1685788333415985,
-0.10775638371706009,
-0.026690753176808357,
0.041600391268730164,
0.10116233676671982,
-0.0015412858920171857,
0.14746657013893127,
-0.015998944640159607,
0.05860822647809982,
-0.0206125620752573,
-0.0449557900428772,
-0.04801543802022934,
0.00014432093303184956,
-0.06186724454164505,
-0.019701095297932625,
-0.07091275602579117,
-0.061210550367832184,
0.033061683177948,
0.1514182984828949,
-0.08153983950614929,
-0.12555097043514252,
-0.06132396683096886,
0.02482840232551098,
-0.04960073530673981,
-0.13749389350414276,
0.007400600239634514,
0.09953275322914124,
-0.141920804977417,
0.013032023794949055,
-0.03817548602819443,
0.055059049278497696,
-0.058079130947589874,
-0.041433967649936676,
-0.005548585671931505,
0.04506576806306839,
-0.026191268116235733,
0.07583871483802795,
-0.17262764275074005,
-0.0044142636470496655,
-0.022090904414653778,
0.06240653991699219,
-0.048533592373132706,
0.023232873529195786,
0.005703780334442854,
0.09118089079856873,
0.05462561547756195,
0.050348639488220215,
0.059409309178590775,
0.002614902099594474,
-0.017913855612277985,
0.06909941881895065,
0.022102368995547295,
-0.07411518692970276,
0.04155252128839493,
-0.08227348327636719,
0.02450893074274063,
0.0024881232529878616,
-0.09028331190347672,
-0.12415249645709991,
-0.15275238454341888,
0.04154917970299721,
-0.11573708802461624,
0.061559345573186874,
-0.09261122345924377,
-0.02899145893752575,
0.015010900795459747,
0.1055016964673996,
-0.09594286978244781,
-0.10486071556806564,
-0.10440260171890259,
-0.051281582564115524,
0.1109747439622879,
-0.04447171464562416,
0.09583287686109543,
-0.01378085557371378,
0.10697674006223679,
-0.03174656257033348,
-0.1070089191198349,
-0.042949359863996506,
-0.05826643481850624,
-0.12271784991025925,
0.011505158618092537,
0.11614582687616348,
0.04158492013812065,
0.01739562302827835,
0.011319669894874096,
-0.03359944000840187,
-0.0019222911214455962,
-0.09762056916952133,
-0.05777081102132797,
0.13278120756149292,
-0.010242222808301449,
0.03504360094666481,
-0.04810725152492523,
-0.07731190323829651,
-0.06793868541717529,
-0.010505327954888344,
0.10017864406108856,
0.005412457976490259,
-0.020149527117609978,
0.13895808160305023,
0.06312597543001175,
-0.10694810003042221,
-0.12779325246810913,
-0.03405781835317612,
-0.022438662126660347,
-0.01131625846028328,
0.043743234127759933,
-0.1987958401441574,
0.022952746599912643,
-0.011922492645680904,
0.03570405766367912,
-0.032829541712999344,
-0.24187488853931427,
-0.08953169733285904,
0.028160657733678818,
0.11786622554063797,
0.017815379425883293,
-0.04925188794732094,
0.01789172738790512,
0.02743544988334179,
-0.10320230573415756,
0.13622775673866272,
-0.04010411724448204,
0.03461160510778427,
-0.049735940992832184,
0.03597601130604744,
0.06421013176441193,
-0.03372367471456528,
0.031068310141563416,
-0.08342566341161728,
0.05925026908516884,
-0.0801641121506691,
-0.007117685861885548,
0.09212741255760193,
-0.03578986972570419,
0.0932014063000679,
-0.0034837478306144476,
0.09901195019483566,
-0.08670522272586823,
-0.04875226318836212,
-0.07764129340648651,
0.013707298785448074,
-0.04228754714131355,
-0.0846472680568695,
-0.06050233915448189,
0.07931751757860184,
0.11070557683706284,
-0.0061771622858941555,
-0.06282849609851837,
-0.0059316158294677734,
-0.01991162821650505,
0.04271574690937996,
0.09577052295207977,
0.028669020161032677,
-0.13232284784317017,
-0.03317692503333092,
-0.01368165947496891,
0.05032768473029137,
-0.1059747040271759,
0.047825854271650314,
0.06963425129652023,
-0.0057544712908566,
0.06513448059558868,
0.039342597126960754,
-0.09142839163541794,
-0.061440207064151764,
0.05130505934357643,
-0.11817572265863419,
-0.0942067801952362,
-0.07958926260471344,
0.06950332969427109,
-0.04364785924553871,
-0.0013916664756834507,
0.10253635048866272,
-0.08463530242443085,
-0.03770233318209648,
0.0016271197237074375,
0.008223654702305794,
0.001461143372580409,
0.02901173010468483,
0.012743755243718624,
-0.006687021814286709,
-0.058496516197919846,
0.14900051057338715,
0.05072227865457535,
-0.012373103760182858,
0.007369721308350563,
0.10278675705194473,
-0.06951034814119339,
-0.04495697841048241,
0.055009614676237106,
0.04846424609422684,
-0.08510186523199081,
-0.044042330235242844,
0.011714168824255466,
-0.07684174925088882,
0.0070939804427325726,
0.10699626058340073,
-0.024519044905900955,
0.058000337332487106,
-0.06742081046104431,
0.029461830854415894,
-0.09351290762424469,
0.050425074994564056,
0.0070289066061377525,
0.019960390403866768,
-0.08920349925756454,
0.15920580923557281,
0.06112649664282799,
0.009286759421229362,
-0.030351217836141586,
-0.07106897979974747,
-0.05840019881725311,
-0.018296999856829643,
-0.013159389607608318,
-0.016065897420048714,
-0.02604719251394272,
-0.0076949382200837135,
0.0015790087636560202,
0.019866090267896652,
0.029181864112615585,
0.05311385542154312,
0.006161083001643419,
-0.016909705474972725,
-0.017585819587111473,
0.05468454211950302,
-0.07635634392499924,
-0.006510843988507986,
0.04520292207598686,
-0.06487081199884415,
0.10209029912948608,
-0.00564285134896636,
-0.05019530653953552,
0.07292350381612778,
-0.05561453104019165,
0.0384138748049736,
-0.0407586544752121,
0.01184255350381136,
-0.043935034424066544,
-0.1091444194316864,
0.0157640278339386,
-0.031072797253727913,
-0.08616849780082703,
-0.00795723032206297,
0.13414804637432098,
-0.07355087250471115,
0.08637337386608124,
0.061935678124427795,
-0.022100558504462242,
-0.055102091282606125,
0.01671246439218521,
-0.017262129113078117,
0.023577043786644936,
0.03889697417616844,
-0.01026009488850832,
0.036596089601516724,
-0.12967057526111603,
-0.016675174236297607,
0.03359433636069298,
0.015010055154561996,
-0.006479510571807623,
-0.030641335994005203,
-0.012769892811775208,
-0.005723437760025263,
0.12719573080539703,
0.05028391629457474,
-0.07947716861963272,
0.014786755666136742,
0.058190833777189255,
-0.057584721595048904,
-0.007514095865190029,
0.07421008497476578,
-0.036247361451387405,
-0.010279702953994274,
0.01133500225841999,
-0.022481605410575867,
-0.06926559656858444,
-0.05997203662991524,
0.08473993837833405,
0.02298871986567974,
-0.0035938613582402468,
0.015223861671984196,
0.017301218584179878,
0.004223173018544912,
-0.09198356419801712,
-0.029532400891184807,
0.04760269448161125,
0.008941084146499634,
-0.08183614164590836,
0.14714132249355316,
0.1299641877412796,
-0.13486440479755402,
0.13321711122989655,
0.0667058601975441,
-0.03505297750234604,
-0.007226585876196623,
-0.19319039583206177,
-0.026703929528594017,
-0.015016680583357811,
-0.01677079312503338,
-0.10756734758615494,
0.02265126444399357,
-0.0022765628527849913,
0.002960497746244073,
-0.040977202355861664,
0.04887494072318077,
0.009813417680561543,
-0.11263668537139893,
0.028542010113596916,
0.0402580164372921,
0.039595987647771835,
0.023619454354047775,
0.03942806273698807,
-0.04769177734851837,
0.056033212691545486,
0.028188029304146767,
0.023657232522964478,
0.07044002413749695,
0.024446282535791397,
0.003775325370952487,
-0.02047942951321602,
0.010575441643595695,
-0.030601071193814278,
-0.0103182727470994,
0.12457511574029922,
0.035836685448884964,
-0.033538203686475754,
0.0030160322785377502,
0.24315130710601807,
-0.003251860151067376,
-0.06817149370908737,
-0.08009220659732819,
0.16817547380924225,
0.022507697343826294,
-0.06566759198904037,
0.09977032244205475,
-0.04140164330601692,
-0.023795370012521744,
0.17934943735599518,
0.14903739094734192,
0.026871411129832268,
-0.01080790814012289,
0.004617789760231972,
0.00683160126209259,
0.004463268909603357,
0.22883795201778412,
0.03636655956506729,
0.20354634523391724,
-0.019658053293824196,
0.10889524966478348,
-0.04893697798252106,
0.023155607283115387,
0.014630342833697796,
0.10403815656900406,
-0.03123413398861885,
-0.045383110642433167,
0.010737350210547447,
0.06152399629354477,
-0.043890438973903656,
-0.18531186878681183,
0.014844679273664951,
-0.01337908860296011,
-0.04672710597515106,
-0.0467485748231411,
-0.015643415972590446,
-0.0623173788189888,
0.057295214384794235,
0.0476989820599556,
-0.004344993736594915,
0.18041671812534332,
0.06491085886955261,
-0.0938490480184555,
-0.023002082481980324,
0.11742831021547318,
-0.027528392150998116,
0.20511494576931,
0.0033375516068190336,
0.06299849599599838,
0.03392225131392479,
0.023834848776459694,
-0.10241541266441345,
0.018678633496165276,
0.017760518938302994,
-0.014149715192615986,
-0.008040776476264,
0.11819502711296082,
0.02506428025662899,
0.08517654985189438,
0.016471534967422485,
0.04807087406516075,
0.01908780448138714,
0.019886372610926628,
-0.006231796927750111,
-0.0651339590549469,
0.04436934366822243,
-0.08862865716218948,
0.10681295394897461,
0.10328004509210587,
-0.007947193458676338,
-0.0026910542510449886,
-0.13316397368907928,
0.010582664981484413,
0.022400997579097748,
0.05822797864675522,
0.0021607554517686367,
-0.00441782409325242,
-0.033679500222206116,
-0.07342953979969025,
0.015950826928019524,
-0.16421306133270264,
-0.03550612926483154,
-0.014648206532001495,
-0.04560251533985138,
-0.0572764091193676,
0.12538018822669983,
0.016579519957304,
0.03581345081329346,
-0.012615688145160675,
0.011250303126871586,
-0.03894287720322609,
0.06846830993890762,
-0.12071918696165085,
-0.0011124842567369342
] |
null | null | transformers |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# xlm-roberta-base-finetuned-panx-de
This model is a fine-tuned version of [xlm-roberta-base](https://huggingface.co/xlm-roberta-base) on the xtreme dataset.
It achieves the following results on the evaluation set:
- Loss: 0.1387
- F1: 0.8622
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 5e-05
- train_batch_size: 24
- eval_batch_size: 24
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- num_epochs: 3
### Training results
| Training Loss | Epoch | Step | Validation Loss | F1 |
|:-------------:|:-----:|:----:|:---------------:|:------:|
| No log | 1.0 | 525 | 0.1563 | 0.8284 |
| No log | 2.0 | 1050 | 0.1395 | 0.8513 |
| No log | 3.0 | 1575 | 0.1387 | 0.8622 |
### Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
| {"license": "mit", "tags": ["generated_from_trainer"], "datasets": ["xtreme"], "metrics": ["f1"], "base_model": "xlm-roberta-base", "model-index": [{"name": "xlm-roberta-base-finetuned-panx-de", "results": [{"task": {"type": "token-classification", "name": "Token Classification"}, "dataset": {"name": "xtreme", "type": "xtreme", "config": "PAN-X.de", "split": "validation", "args": "PAN-X.de"}, "metrics": [{"type": "f1", "value": 0.862237365133447, "name": "F1"}]}]}]} | token-classification | LuLu0630/xlm-roberta-base-finetuned-panx-de | [
"transformers",
"tensorboard",
"safetensors",
"xlm-roberta",
"token-classification",
"generated_from_trainer",
"dataset:xtreme",
"base_model:xlm-roberta-base",
"license:mit",
"model-index",
"autotrain_compatible",
"endpoints_compatible",
"region:us"
] | 2023-11-11T04:19:09+00:00 | [] | [] | TAGS
#transformers #tensorboard #safetensors #xlm-roberta #token-classification #generated_from_trainer #dataset-xtreme #base_model-xlm-roberta-base #license-mit #model-index #autotrain_compatible #endpoints_compatible #region-us
| xlm-roberta-base-finetuned-panx-de
==================================
This model is a fine-tuned version of xlm-roberta-base on the xtreme dataset.
It achieves the following results on the evaluation set:
* Loss: 0.1387
* F1: 0.8622
Model description
-----------------
More information needed
Intended uses & limitations
---------------------------
More information needed
Training and evaluation data
----------------------------
More information needed
Training procedure
------------------
### Training hyperparameters
The following hyperparameters were used during training:
* learning\_rate: 5e-05
* train\_batch\_size: 24
* eval\_batch\_size: 24
* seed: 42
* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
* lr\_scheduler\_type: linear
* num\_epochs: 3
### Training results
### Framework versions
* Transformers 4.35.0
* Pytorch 2.1.0+cu118
* Datasets 2.14.6
* Tokenizers 0.14.1
| [
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 24\n* eval\\_batch\\_size: 24\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 3",
"### Training results",
"### Framework versions\n\n\n* Transformers 4.35.0\n* Pytorch 2.1.0+cu118\n* Datasets 2.14.6\n* Tokenizers 0.14.1"
] | [
"TAGS\n#transformers #tensorboard #safetensors #xlm-roberta #token-classification #generated_from_trainer #dataset-xtreme #base_model-xlm-roberta-base #license-mit #model-index #autotrain_compatible #endpoints_compatible #region-us \n",
"### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 24\n* eval\\_batch\\_size: 24\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 3",
"### Training results",
"### Framework versions\n\n\n* Transformers 4.35.0\n* Pytorch 2.1.0+cu118\n* Datasets 2.14.6\n* Tokenizers 0.14.1"
] | [
81,
98,
4,
33
] | [
"passage: TAGS\n#transformers #tensorboard #safetensors #xlm-roberta #token-classification #generated_from_trainer #dataset-xtreme #base_model-xlm-roberta-base #license-mit #model-index #autotrain_compatible #endpoints_compatible #region-us \n### Training hyperparameters\n\n\nThe following hyperparameters were used during training:\n\n\n* learning\\_rate: 5e-05\n* train\\_batch\\_size: 24\n* eval\\_batch\\_size: 24\n* seed: 42\n* optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n* lr\\_scheduler\\_type: linear\n* num\\_epochs: 3### Training results### Framework versions\n\n\n* Transformers 4.35.0\n* Pytorch 2.1.0+cu118\n* Datasets 2.14.6\n* Tokenizers 0.14.1"
] | [
-0.12588518857955933,
0.13956251740455627,
-0.001968209631741047,
0.10917634516954422,
0.14376528561115265,
0.007292214781045914,
0.16096356511116028,
0.11041244864463806,
-0.04368029534816742,
0.05139346793293953,
0.1416686773300171,
0.14024189114570618,
0.009822451509535313,
0.15698827803134918,
-0.07634711265563965,
-0.19469618797302246,
0.015754500404000282,
0.04431387782096863,
-0.05709880590438843,
0.12098202854394913,
0.09986228495836258,
-0.13906888663768768,
0.09865755587816238,
0.008718537166714668,
-0.1873578429222107,
0.005886300466954708,
0.047206562012434006,
-0.05511010065674782,
0.12294901907444,
0.030569767579436302,
0.1271025687456131,
0.03221602737903595,
0.06799328327178955,
-0.16503091156482697,
0.014215189032256603,
0.04625222459435463,
-0.006857563275843859,
0.09474688023328781,
0.04523863643407822,
-0.025968199595808983,
0.016338737681508064,
-0.09955427050590515,
0.055261991918087006,
0.014181097969412804,
-0.13068291544914246,
-0.22601227462291718,
-0.08467628061771393,
0.04012864828109741,
0.08036196976900101,
0.07352111488580704,
-0.014199276454746723,
0.16922084987163544,
-0.022185461595654488,
0.09013421833515167,
0.1907433718442917,
-0.31833645701408386,
-0.06694323569536209,
0.05174839124083519,
0.03891729936003685,
0.08797140419483185,
-0.10799495130777359,
-0.004007082432508469,
0.059441741555929184,
0.014531630091369152,
0.15513281524181366,
-0.03271745517849922,
0.02620551735162735,
0.005748882424086332,
-0.1301383376121521,
-0.020183179527521133,
0.17077916860580444,
0.07399186491966248,
-0.06155576556921005,
-0.06997523456811905,
-0.046760443598032,
-0.13073188066482544,
-0.03016122803092003,
-0.024547073990106583,
0.040558841079473495,
-0.036744389683008194,
-0.10276150703430176,
-0.02155393548309803,
-0.10418737679719925,
-0.06168229132890701,
-0.03244335949420929,
0.1847076565027237,
0.024474091827869415,
-0.00226488895714283,
-0.0022471733391284943,
0.093630850315094,
-0.010089384391903877,
-0.13682104647159576,
0.01587187498807907,
0.023478254675865173,
-0.017767999321222305,
-0.058932580053806305,
-0.04752246290445328,
-0.10694845020771027,
0.014112935401499271,
0.12947168946266174,
-0.04744749888777733,
0.027005765587091446,
0.027933914214372635,
0.033229853957891464,
-0.09016100317239761,
0.17954692244529724,
-0.05864299461245537,
-0.03916577249765396,
0.02473348006606102,
0.10327485203742981,
0.04369731247425079,
-0.00328109972178936,
-0.12235790491104126,
0.02381659299135208,
0.12056220322847366,
0.011869632638990879,
-0.05807451903820038,
0.06483626365661621,
-0.06409713625907898,
-0.028982486575841904,
0.036701325327157974,
-0.08587126433849335,
0.020877374336123466,
-0.014976311475038528,
-0.048619478940963745,
-0.09054140746593475,
0.003519772319123149,
0.027518685907125473,
0.030618052929639816,
0.07622237503528595,
-0.11315923929214478,
0.0030102876480668783,
-0.07180385291576385,
-0.12463484704494476,
-0.009112694300711155,
-0.08404773473739624,
0.03442012891173363,
-0.10569892078638077,
-0.15926457941532135,
-0.021192137151956558,
0.049116119742393494,
-0.023215483874082565,
-0.0439678318798542,
-0.04879651218652725,
-0.06487831473350525,
0.006687207147479057,
0.0005925329169258475,
0.0641201063990593,
-0.0551309771835804,
0.09310558438301086,
0.0524340458214283,
0.05293881520628929,
-0.04896789416670799,
0.031829748302698135,
-0.10351385176181793,
0.05420612916350365,
-0.15142090618610382,
0.029928268864750862,
-0.04534967243671417,
0.06985731422901154,
-0.09149856120347977,
-0.06884412467479706,
0.005492033436894417,
-0.007665636483579874,
0.060162436217069626,
0.08509556949138641,
-0.14223158359527588,
-0.06629589945077896,
0.1809409111738205,
-0.07392074912786484,
-0.16210152208805084,
0.12045886367559433,
-0.06848660111427307,
0.05316253378987312,
0.0650276467204094,
0.18182453513145447,
0.0814109742641449,
-0.07733345776796341,
-0.00520478468388319,
-0.02775820530951023,
0.0589882954955101,
-0.05727234110236168,
0.09963156282901764,
0.005093041341751814,
-0.012177436612546444,
0.0057386248372495174,
-0.07408177852630615,
0.05415157601237297,
-0.07630585134029388,
-0.08996453136205673,
-0.0262459684163332,
-0.11049879342317581,
0.062230635434389114,
0.04867067560553551,
0.06390594691038132,
-0.10846526175737381,
-0.08827290683984756,
0.05808674544095993,
0.07858536392450333,
-0.07105390727519989,
-0.001689947210252285,
-0.08868278563022614,
0.09066695719957352,
-0.13808573782444,
-0.0391489639878273,
-0.14468282461166382,
-0.049160897731781006,
0.015898551791906357,
0.017207279801368713,
0.0035144812427461147,
0.00857478566467762,
0.07749378681182861,
0.0807356983423233,
-0.06553131341934204,
-0.05711166933178902,
-0.01706145890057087,
0.019577424973249435,
-0.11921366304159164,
-0.1808338314294815,
-0.0316920168697834,
-0.04531947150826454,
0.17614875733852386,
-0.2367940992116928,
0.03952686861157417,
-0.01267915777862072,
0.08330877870321274,
0.059638604521751404,
-0.02925976924598217,
-0.0167315024882555,
0.05556417256593704,
-0.04107126593589783,
-0.06952643394470215,
0.05248207226395607,
0.020159021019935608,
-0.12430261075496674,
-0.01698874495923519,
-0.15982544422149658,
0.2169073224067688,
0.11539603769779205,
-0.029520248994231224,
-0.0786978229880333,
-0.015970341861248016,
-0.036856625229120255,
-0.02370576187968254,
-0.0425095371901989,
-0.0012982618063688278,
0.11231488734483719,
-0.002661876380443573,
0.15275755524635315,
-0.08489756286144257,
-0.0377478189766407,
0.02999972365796566,
-0.04651928320527077,
-0.006770997773855925,
0.10645084083080292,
0.04952669143676758,
-0.16893349587917328,
0.14884065091609955,
0.16538165509700775,
-0.06526152789592743,
0.1309284120798111,
-0.0356566496193409,
-0.053533609956502914,
-0.060302719473838806,
0.009585903957486153,
0.02748456783592701,
0.1310787796974182,
-0.05651087313890457,
-0.0009457427076995373,
0.014325788244605064,
-0.0003159043553750962,
-0.003951113671064377,
-0.19939599931240082,
-0.041884031146764755,
0.059016890823841095,
-0.032631512731313705,
0.010385067202150822,
-0.012890918180346489,
-0.0168727096170187,
0.08673368394374847,
0.00906258076429367,
-0.07900236546993256,
0.0504736453294754,
0.0009503716719336808,
-0.08134113997220993,
0.2028197944164276,
-0.05525386705994606,
-0.14410878717899323,
-0.1420259326696396,
-0.05981957167387009,
-0.06179556995630264,
0.03260491043329239,
0.03837639093399048,
-0.050678499042987823,
-0.03460647165775299,
-0.1039428785443306,
-0.03599218279123306,
0.013301268219947815,
0.026404188945889473,
0.007778810802847147,
-0.014904968440532684,
0.09517203271389008,
-0.08712206035852432,
-0.009624667465686798,
-0.03221447765827179,
-0.024151956662535667,
0.040935590863227844,
0.020641187205910683,
0.12809935212135315,
0.11711668968200684,
-0.028049277141690254,
0.0067763193510472775,
-0.026980223134160042,
0.23601104319095612,
-0.06907700002193451,
-0.03174620866775513,
0.11454661190509796,
-0.020910082384943962,
0.04858894646167755,
0.13250303268432617,
0.05851594731211662,
-0.09269680827856064,
0.008134322240948677,
0.02723715454339981,
-0.029847774654626846,
-0.18709787726402283,
-0.021519118919968605,
-0.041970375925302505,
-0.03733180835843086,
0.10617508739233017,
0.028733570128679276,
0.04835471138358116,
0.08548633009195328,
0.026106800884008408,
0.06728731840848923,
-0.03908530995249748,
0.08114637434482574,
0.07052677124738693,
0.058913350105285645,
0.13476352393627167,
-0.03461478278040886,
-0.06885364651679993,
0.02198611944913864,
0.01845860853791237,
0.20612594485282898,
0.02334771864116192,
0.1704273819923401,
0.050998978316783905,
0.15851709246635437,
0.0016519606579095125,
0.05496525019407272,
-0.0006691255839541554,
-0.0471518449485302,
-0.007845376618206501,
-0.045610688626766205,
-0.026582522317767143,
0.03621234372258186,
-0.040948331356048584,
0.07512375712394714,
-0.10189484059810638,
0.015790153294801712,
0.05110163986682892,
0.21597328782081604,
0.05054725706577301,
-0.36188024282455444,
-0.09070412069559097,
0.017419151961803436,
-0.00732455775141716,
-0.031846415251493454,
-0.005170518532395363,
0.13646221160888672,
-0.05794426426291466,
0.02947099320590496,
-0.09668198227882385,
0.06843630969524384,
-0.04495083913207054,
0.024681739509105682,
0.042956653982400894,
0.0813673809170723,
-0.02214116044342518,
0.057191476225852966,
-0.23146110773086548,
0.27542197704315186,
0.028301652520895004,
0.07309800386428833,
-0.039294056594371796,
-0.007561019621789455,
0.029632043093442917,
0.07526623457670212,
0.09892427176237106,
-0.00813452247530222,
-0.04506145417690277,
-0.215304434299469,
-0.0644991472363472,
0.02487049624323845,
0.07065414637327194,
-0.06785090267658234,
0.12101762741804123,
-0.031539756804704666,
-0.0037731591146439314,
0.07004499435424805,
0.014867338351905346,
-0.053366951644420624,
-0.09311693161725998,
-0.007116634864360094,
0.054604530334472656,
-0.02715684287250042,
-0.08904608339071274,
-0.09725762903690338,
-0.11688658595085144,
0.16132231056690216,
-0.014808004721999168,
-0.02947857603430748,
-0.11516239494085312,
0.07093994319438934,
0.050458140671253204,
-0.08614259213209152,
0.03533384948968887,
0.004810034763067961,
0.11477706581354141,
0.016162121668457985,
-0.034533627331256866,
0.11128368973731995,
-0.05737161636352539,
-0.14658337831497192,
-0.0654727891087532,
0.11181936413049698,
0.01279832236468792,
0.03947458416223526,
0.011304372921586037,
0.032685257494449615,
-0.023321453481912613,
-0.06315846741199493,
0.05527147278189659,
-0.03714410588145256,
0.05993029475212097,
0.0017299731262028217,
-0.01944875344634056,
0.004268804099410772,
-0.06821031123399734,
-0.0237660501152277,
0.15919937193393707,
0.2852449119091034,
-0.08830665796995163,
-0.01636551320552826,
0.023892883211374283,
-0.0496453158557415,
-0.16272346675395966,
0.05181733891367912,
0.027197735384106636,
0.026774225756525993,
0.07745718955993652,
-0.12403988093137741,
0.08759763836860657,
0.08198550343513489,
-0.026695480570197105,
0.08965799957513809,
-0.2517423927783966,
-0.1287618726491928,
0.11694327741861343,
0.17740577459335327,
0.11325589567422867,
-0.14192236959934235,
-0.04928849637508392,
-0.021435687318444252,
-0.09904686361551285,
0.10705089569091797,
-0.1026826947927475,
0.10745134949684143,
-0.0077188024297356606,
0.040677789598703384,
0.015420781448483467,
-0.056195907294750214,
0.1403561532497406,
-0.013264814391732216,
0.11177463829517365,
-0.03943164274096489,
-0.04842781275510788,
0.07268501073122025,
-0.06201956793665886,
0.020627515390515327,
-0.11069347709417343,
0.035513363778591156,
-0.08000735193490982,
-0.03455810248851776,
-0.05534510314464569,
0.030817674472928047,
-0.022356057539582253,
-0.06512320041656494,
-0.03382201865315437,
0.04878272861242294,
0.04848182201385498,
-0.013046733103692532,
0.15891002118587494,
0.008333936333656311,
0.15019986033439636,
0.12639689445495605,
0.07807330042123795,
-0.04681243747472763,
-0.04652545601129532,
-0.016933338716626167,
-0.03895159810781479,
0.061362143605947495,
-0.12259823083877563,
0.040961962193250656,
0.10908784717321396,
0.011449407786130905,
0.15966904163360596,
0.05848119780421257,
-0.03311106190085411,
0.02170850895345211,
0.07163254171609879,
-0.15667933225631714,
-0.13169443607330322,
-0.023429827764630318,
-0.04167410731315613,
-0.14087936282157898,
0.05372225493192673,
0.12888208031654358,
-0.06193122640252113,
-0.010163001716136932,
-0.013611079193651676,
-0.0009824373992159963,
-0.030258577316999435,
0.17018631100654602,
0.0785548985004425,
0.05158378183841705,
-0.07278800755739212,
0.048934876918792725,
0.05679735168814659,
-0.052167538553476334,
0.0025600241497159004,
-0.008245492354035378,
-0.08654879033565521,
-0.03487564995884895,
0.02457834593951702,
0.1940620094537735,
-0.0524807907640934,
-0.043079543858766556,
-0.1707715541124344,
-0.09910954535007477,
0.03266751766204834,
0.1350587159395218,
0.09211220592260361,
0.014233051799237728,
-0.021389158442616463,
-0.010318074375391006,
-0.1125401109457016,
0.12674571573734283,
0.04198611155152321,
0.09420785307884216,
-0.17783097922801971,
0.12329868227243423,
-0.016923122107982635,
0.01653229631483555,
-0.018116118386387825,
0.03639679402112961,
-0.1017613485455513,
-0.01111160684376955,
-0.11411382257938385,
-0.0013858897145837545,
-0.03767614811658859,
0.001753763877786696,
-0.001563372672535479,
-0.06700888276100159,
-0.0687151849269867,
0.01796087995171547,
-0.09852495789527893,
-0.02717934362590313,
0.05729329213500023,
0.05044786259531975,
-0.10643094778060913,
-0.046272169798612595,
0.01881648786365986,
-0.06412582844495773,
0.06078887730836868,
0.007916437461972237,
0.031038988381624222,
0.0218511875718832,
-0.13158506155014038,
0.044578682631254196,
0.055484186857938766,
-0.0019446688238531351,
0.04852714017033577,
-0.12380581349134445,
-0.0041109719313681126,
-0.001953658415004611,
0.02738656848669052,
0.01904161274433136,
0.07630196958780289,
-0.12397433817386627,
-0.005314050242304802,
-0.02133992873132229,
-0.03368426859378815,
-0.06747683882713318,
0.03487866371870041,
0.07648400962352753,
0.015560622327029705,
0.21445105969905853,
-0.08161861449480057,
0.011731233447790146,
-0.21178659796714783,
-0.0008652754477225244,
-0.010048573836684227,
-0.11816198378801346,
-0.11138972640037537,
-0.045654501765966415,
0.04515008255839348,
-0.06184098869562149,
0.12922915816307068,
0.01076388917863369,
0.019827503710985184,
0.030941898003220558,
-0.018012763932347298,
0.07037253677845001,
0.023526716977357864,
0.21695931255817413,
0.012288876809179783,
-0.044804301112890244,
0.04883425682783127,
0.03199014812707901,
0.09637678414583206,
0.09692006558179855,
0.13933807611465454,
0.16337968409061432,
-0.02323968894779682,
0.0801997035741806,
0.03930652141571045,
-0.02388596534729004,
-0.146683007478714,
0.04402220621705055,
-0.04116775467991829,
0.07570803165435791,
0.01113853882998228,
0.18389129638671875,
0.11737819015979767,
-0.17234984040260315,
0.012191067449748516,
-0.039879895746707916,
-0.0749850869178772,
-0.08751804381608963,
-0.09343595057725906,
-0.10452621430158615,
-0.1146659255027771,
-0.0007661136332899332,
-0.10506653040647507,
-0.012079897336661816,
0.09458626061677933,
-0.011164529249072075,
-0.02075161412358284,
0.18448024988174438,
0.01245023775845766,
0.031346142292022705,
0.04341936483979225,
0.0011927810264751315,
-0.036638256162405014,
-0.06629031151533127,
-0.07494597136974335,
0.015578294172883034,
-0.019276630133390427,
0.030265169218182564,
-0.070132777094841,
-0.014052076265215874,
0.039698466658592224,
-0.006310638505965471,
-0.119207464158535,
0.00648804334923625,
0.02295609749853611,
0.04682295396924019,
0.020819656550884247,
0.02050076052546501,
0.010176016949117184,
-0.010107242502272129,
0.2109612077474594,
-0.05916014686226845,
-0.02127227932214737,
-0.11054544895887375,
0.1822115182876587,
0.020038219168782234,
-0.00031264309654943645,
0.021309496834874153,
-0.09440989792346954,
0.07462634146213531,
0.18171177804470062,
0.18018722534179688,
-0.08053905516862869,
0.013436518609523773,
-0.018797120079398155,
-0.015951761975884438,
-0.035216592252254486,
0.07031206786632538,
0.0630616694688797,
-0.010175391100347042,
-0.07310525327920914,
-0.02358381077647209,
-0.061626285314559937,
-0.005836889147758484,
-0.01308630034327507,
0.05257505923509598,
0.042861077934503555,
0.02284810319542885,
-0.05193428322672844,
0.057718854397535324,
-0.0038837522733956575,
-0.10043551027774811,
0.07225730270147324,
-0.18772117793560028,
-0.15247374773025513,
-0.03129789978265762,
0.07051699608564377,
-0.010156510397791862,
0.05386849865317345,
-0.03491098806262016,
0.009111834689974785,
0.03700229525566101,
-0.013862802647054195,
-0.0627102255821228,
-0.06478720903396606,
0.07476738095283508,
-0.07590550184249878,
0.23142321407794952,
-0.03900831192731857,
0.0364811085164547,
0.12950153648853302,
0.029121974483132362,
-0.08916923403739929,
0.09004383534193039,
0.04588928446173668,
-0.03937487676739693,
0.05944092199206352,
0.09467678517103195,
-0.0288767721503973,
0.13231788575649261,
0.05113838240504265,
-0.11412405967712402,
0.014273376204073429,
-0.07457758486270905,
-0.06844746321439743,
-0.05587835609912872,
-0.039893440902233124,
-0.04910945147275925,
0.14822320640087128,
0.1727023720741272,
-0.04785359650850296,
-0.0019279393600299954,
-0.034974485635757446,
0.03193959593772888,
0.10762275010347366,
0.03640966862440109,
-0.03861356899142265,
-0.23012398183345795,
0.02326771803200245,
0.06652795523405075,
-0.008230146020650864,
-0.3143406808376312,
-0.09229708462953568,
-0.020366789773106575,
-0.0614982470870018,
-0.06253407150506973,
0.08710958063602448,
0.11839182674884796,
0.062001243233680725,
-0.06852792203426361,
-0.047704003751277924,
-0.0806521326303482,
0.14177128672599792,
-0.12188518792390823,
-0.09381745755672455
] |
null | null | null |
# **Q-Learning** Agent playing1 **FrozenLake-v1**
This is a trained model of a **Q-Learning** agent playing **FrozenLake-v1** .
## Usage
```python
model = load_from_hub(repo_id="srimathis/q-FrozenLake-v1-4x4-noSlippery", filename="q-learning.pkl")
# Don't forget to check if you need to add additional attributes (is_slippery=False etc)
env = gym.make(model["env_id"])
```
| {"tags": ["FrozenLake-v1-4x4-no_slippery", "q-learning", "reinforcement-learning", "custom-implementation"], "model-index": [{"name": "q-FrozenLake-v1-4x4-noSlippery", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "FrozenLake-v1-4x4-no_slippery", "type": "FrozenLake-v1-4x4-no_slippery"}, "metrics": [{"type": "mean_reward", "value": "1.00 +/- 0.00", "name": "mean_reward", "verified": false}]}]}]} | reinforcement-learning | srimathis/q-FrozenLake-v1-4x4-noSlippery | [
"FrozenLake-v1-4x4-no_slippery",
"q-learning",
"reinforcement-learning",
"custom-implementation",
"model-index",
"region:us"
] | 2023-11-11T04:20:55+00:00 | [] | [] | TAGS
#FrozenLake-v1-4x4-no_slippery #q-learning #reinforcement-learning #custom-implementation #model-index #region-us
|
# Q-Learning Agent playing1 FrozenLake-v1
This is a trained model of a Q-Learning agent playing FrozenLake-v1 .
## Usage
| [
"# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage"
] | [
"TAGS\n#FrozenLake-v1-4x4-no_slippery #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n",
"# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage"
] | [
40,
39
] | [
"passage: TAGS\n#FrozenLake-v1-4x4-no_slippery #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n# Q-Learning Agent playing1 FrozenLake-v1\n This is a trained model of a Q-Learning agent playing FrozenLake-v1 .\n\n ## Usage"
] | [
0.04578453302383423,
-0.08074592798948288,
-0.00430759321898222,
0.10720831900835037,
0.05034215748310089,
-0.040469273924827576,
0.11997015029191971,
0.018999949097633362,
0.20601962506771088,
-0.010012076236307621,
0.1455274522304535,
0.007022971753031015,
-0.006192410364747047,
0.1867983490228653,
0.04572829231619835,
-0.26324528455734253,
0.01831899583339691,
-0.09495259821414948,
-0.07281816750764847,
0.11870454251766205,
0.05470194295048714,
-0.01901467889547348,
-0.0007633853238075972,
0.056141503155231476,
-0.0673527717590332,
0.0007737681735306978,
0.031996939331293106,
-0.012976245954632759,
0.19804789125919342,
-0.02254498563706875,
0.06641989201307297,
0.054705578833818436,
0.0758768692612648,
-0.1998077929019928,
0.0358855277299881,
-0.04215473681688309,
-0.09439758956432343,
-0.03934839740395546,
-0.018780618906021118,
0.05878105387091637,
0.053356342017650604,
0.03858819976449013,
0.058354366570711136,
0.09384993463754654,
-0.0773480236530304,
0.04328357055783272,
0.04280758649110794,
0.024811049923300743,
0.04589218273758888,
-0.0237203948199749,
-0.027002155780792236,
0.08246652781963348,
-0.22182892262935638,
0.10318073630332947,
-0.010159241035580635,
-0.5270710587501526,
-0.00633762264624238,
0.24088262021541595,
0.11517096310853958,
0.05707438662648201,
-0.06903956830501556,
0.10566288232803345,
0.03913382440805435,
-0.007209456991404295,
0.03210983797907829,
0.02150118350982666,
0.12817370891571045,
0.06009242683649063,
-0.09581366181373596,
0.040699947625398636,
0.13722525537014008,
0.012822695076465607,
0.020306183025240898,
-0.08888901025056839,
0.0410032719373703,
-0.03461858257651329,
-0.007679527159780264,
-0.09758518636226654,
0.05478060990571976,
0.012466507963836193,
-0.0934976264834404,
-0.09247440844774246,
-0.04236573353409767,
-0.06708304584026337,
0.11252415925264359,
0.046419668942689896,
-0.0874939113855362,
0.03884070739150047,
-0.06760413944721222,
0.05918780341744423,
-0.16863860189914703,
0.02074250765144825,
-0.06627868115901947,
-0.09376336634159088,
-0.11799788475036621,
-0.01683047041296959,
-0.07946427166461945,
0.009092256426811218,
0.056664444506168365,
0.1447116881608963,
0.22076484560966492,
0.06690320372581482,
0.09728849679231644,
0.07456006109714508,
0.06531001627445221,
0.1538129299879074,
0.10918238013982773,
0.019075315445661545,
-0.015266558155417442,
0.0948706716299057,
-0.06445580720901489,
-0.1351388692855835,
-0.15579092502593994,
0.005488025024533272,
0.0983937531709671,
0.08871900290250778,
-0.044080477207899094,
-0.006702381651848555,
-0.024641724303364754,
0.08566431701183319,
-0.11314457654953003,
-0.024612564593553543,
-0.002267979085445404,
0.06882024556398392,
-0.024801667779684067,
0.020378148183226585,
-0.06242705136537552,
0.12715265154838562,
0.04222423583269119,
-0.059924717992544174,
-0.055308472365140915,
-0.03053177334368229,
-0.014276440255343914,
-0.027539284899830818,
0.02446848154067993,
-0.07659092545509338,
0.04767750948667526,
-0.16766095161437988,
-0.042871296405792236,
-0.04784649610519409,
0.025697942823171616,
-0.03907240927219391,
-0.13557587563991547,
-0.17699143290519714,
-0.048906855285167694,
-0.022438718006014824,
0.03549358621239662,
-0.038111843168735504,
0.006551501806825399,
-0.006318534724414349,
-0.1583600640296936,
0.09783563017845154,
0.09784027189016342,
-0.03643378987908363,
-0.02749447710812092,
0.056263517588377,
-0.07194498926401138,
0.1561182290315628,
-0.21054518222808838,
-0.054014235734939575,
-0.044764336198568344,
-0.06595750898122787,
0.19673264026641846,
0.012690845876932144,
-0.01202624011784792,
0.19873127341270447,
-0.29073721170425415,
-0.06078760325908661,
0.12533614039421082,
-0.07834373414516449,
-0.0936407670378685,
0.06941844522953033,
-0.04206686094403267,
0.023345354944467545,
0.046047765761613846,
0.36345911026000977,
-0.02069227211177349,
-0.16197136044502258,
-0.021782705560326576,
0.13971707224845886,
-0.1184760183095932,
0.059895481914281845,
0.04240793362259865,
0.12543781101703644,
-0.04250509291887283,
-0.018672896549105644,
-0.09023164212703705,
0.05999075248837471,
-0.05241934582591057,
-0.09016361832618713,
-0.03393383324146271,
-0.07645075023174286,
0.13294468820095062,
-0.0629684180021286,
0.05601520463824272,
-0.03255095332860947,
-0.07133250683546066,
-0.050324998795986176,
-0.016492370516061783,
0.04460815340280533,
0.05951254442334175,
-0.12794871628284454,
0.11029167473316193,
0.13025271892547607,
-0.0006193425506353378,
-0.07498852163553238,
-0.17872096598148346,
0.003240168560296297,
0.009576505981385708,
0.039837226271629333,
0.17141658067703247,
0.12209978699684143,
0.033295199275016785,
0.008770671673119068,
-0.06389404833316803,
-0.18276847898960114,
0.058129217475652695,
-0.056212130934000015,
-0.14230976998806,
-0.052409034222364426,
-0.0728459507226944,
0.017381802201271057,
-0.0859743058681488,
-0.017379917204380035,
0.021926190704107285,
0.006908397190272808,
0.02990424446761608,
-0.026645656675100327,
-0.049561817198991776,
0.021254703402519226,
0.06490101665258408,
-0.0037617047782987356,
0.12023693323135376,
0.008277264423668385,
-0.18308481574058533,
0.07930773496627808,
0.08478537946939468,
0.09196605533361435,
0.013250201940536499,
0.02685922384262085,
-0.021522263064980507,
-0.08061408251523972,
-0.054420311003923416,
0.02957955375313759,
0.11417073011398315,
0.1317172348499298,
0.2361993044614792,
0.08753683418035507,
0.04697408527135849,
-0.02164587564766407,
-0.016415923833847046,
0.002810494042932987,
-0.06318057328462601,
-0.029935607686638832,
0.10614971816539764,
0.05865858122706413,
-0.067733034491539,
-0.04576427489519119,
0.09590928256511688,
0.02732124738395214,
0.21205885708332062,
-0.03342745825648308,
0.01286078616976738,
-0.10957037657499313,
-0.06550975888967514,
-0.031982194632291794,
0.09201868623495102,
0.09498392790555954,
0.009755023755133152,
-0.022056059911847115,
-0.04259001836180687,
0.0012916827108711004,
-0.1334889680147171,
-0.10375088453292847,
0.026475343853235245,
0.013400445692241192,
-0.11206940561532974,
0.11674030870199203,
-0.11352457851171494,
0.039504457265138626,
0.06024791672825813,
-0.13837239146232605,
0.04428480193018913,
-0.029713207855820656,
-0.07886212319135666,
0.16866780817508698,
-0.11075661331415176,
-0.094340018928051,
-0.08831550180912018,
0.004082420375198126,
0.0075836325995624065,
-0.03922267258167267,
-0.009283260442316532,
-0.19952571392059326,
-0.005375816952437162,
-0.03544965013861656,
0.013616434298455715,
-0.06988783925771713,
-0.11287739872932434,
-0.010957922786474228,
0.07084179669618607,
-0.043388739228248596,
-0.07803605496883392,
0.007967432029545307,
-0.08923084288835526,
-0.10623309016227722,
0.028189711272716522,
0.019765101373195648,
-0.022883659228682518,
0.16152891516685486,
0.01816628873348236,
0.05626589432358742,
-0.03298520669341087,
0.30665266513824463,
-0.038163769990205765,
0.08371731638908386,
-0.02993497997522354,
-0.07433546334505081,
0.06130730360746384,
-0.022327827289700508,
0.06086638569831848,
-0.020221687853336334,
-0.02362890914082527,
0.0077952733263373375,
-0.08579335361719131,
-0.18365982174873352,
-0.05417544022202492,
0.03724347800016403,
0.195254847407341,
0.031118987128138542,
0.01910330168902874,
-0.0488768145442009,
-0.010547760874032974,
0.1665220558643341,
-0.10005921125411987,
0.04030545800924301,
-0.05366240441799164,
0.11506262421607971,
-0.08640182018280029,
0.06195629760622978,
0.020486772060394287,
0.04266135022044182,
-0.04877188801765442,
0.09486009180545807,
0.0826394334435463,
0.1121082529425621,
-0.02206910029053688,
0.046257395297288895,
0.019012698903679848,
0.07383184134960175,
0.11073657125234604,
0.0368414968252182,
-0.0729052945971489,
0.001982470043003559,
-0.006313489284366369,
-0.039427030831575394,
0.11933320760726929,
0.17963355779647827,
-0.11991413682699203,
-0.05106910318136215,
0.27167606353759766,
0.0031242913100868464,
0.19481229782104492,
-0.01315275114029646,
0.043591804802417755,
-0.04484925419092178,
0.04572054371237755,
-0.05338600277900696,
-0.04086209088563919,
0.2094656229019165,
0.08045925945043564,
-0.17165091633796692,
-0.08549032360315323,
-0.05912299454212189,
0.07081323862075806,
0.10728751868009567,
0.0013539529172703624,
-0.04156802222132683,
0.0004610282776411623,
0.0014198932331055403,
0.08339415490627289,
-0.14520122110843658,
0.11816094070672989,
-0.03172019124031067,
0.05612684786319733,
0.017555562779307365,
-0.045326150953769684,
0.04264266416430473,
0.07474290579557419,
0.26618310809135437,
0.0904107540845871,
-0.040318213403224945,
-0.0892091691493988,
-0.12260187417268753,
0.010461576282978058,
0.029102616012096405,
-0.03534553572535515,
0.0037547778338193893,
-0.020087555050849915,
0.0318896509706974,
0.008264793083071709,
0.016230624169111252,
-0.08987458795309067,
-0.03175399824976921,
-0.027736429125070572,
-0.023839212954044342,
0.10733365267515182,
-0.09495144337415695,
-0.1444292515516281,
-0.15713949501514435,
0.04191131144762039,
-0.0766405463218689,
-0.056593164801597595,
-0.054507751017808914,
-0.05239389091730118,
-0.0311186034232378,
-0.03773957118391991,
0.09099467098712921,
-0.0021037792321294546,
0.14807306230068207,
-0.1920108050107956,
-0.04220759496092796,
0.051812779158353806,
-0.07607918977737427,
-0.08729588985443115,
0.03410962224006653,
0.12136995792388916,
0.05116051807999611,
0.11504370719194412,
0.013609255664050579,
0.09567681699991226,
0.0045484392903745174,
-0.06713183224201202,
0.15302421152591705,
-0.14069625735282898,
-0.27875974774360657,
-0.03836318850517273,
0.016946332529187202,
0.1615200787782669,
-0.05613167956471443,
0.031766023486852646,
0.3335736393928528,
0.27782970666885376,
-0.1428707242012024,
0.25916144251823425,
0.019178593531250954,
0.004398873541504145,
-0.19130495190620422,
-0.10125631093978882,
0.025324683636426926,
0.04740457236766815,
0.12032642960548401,
-0.14564448595046997,
-0.010732659138739109,
-0.04543145373463631,
-0.025908485054969788,
0.10386138409376144,
-0.12300799041986465,
-0.07263197749853134,
0.07765276730060577,
0.039809420704841614,
0.1808302253484726,
0.03932500258088112,
0.0014799144119024277,
0.13626977801322937,
0.06612244248390198,
0.019124457612633705,
0.05216038227081299,
0.08028066903352737,
-0.018944554030895233,
0.14207926392555237,
0.05448179319500923,
-0.02551644667983055,
0.052681710571050644,
-0.0054580713622272015,
-0.03219012916088104,
0.015605825930833817,
-0.183198019862175,
-0.10147556662559509,
-0.0561356320977211,
-0.10798973590135574,
-0.04978342354297638,
0.056853994727134705,
-0.12395523488521576,
-0.007896827533841133,
-0.03841273859143257,
0.03718273714184761,
-0.07831971347332001,
-0.09360362589359283,
-0.036494381725788116,
0.1351792961359024,
0.07210618257522583,
0.04471297934651375,
0.035655103623867035,
-0.07390819489955902,
0.07097936421632767,
0.21671734750270844,
0.08159157633781433,
0.028919655829668045,
-0.19545674324035645,
-0.024042490869760513,
-0.0803457647562027,
0.06306298077106476,
-0.08856996893882751,
-0.016788700595498085,
0.11923003196716309,
0.08616556972265244,
0.05413002520799637,
0.09640096127986908,
-0.045083072036504745,
0.021686913445591927,
0.02684609219431877,
-0.15131035447120667,
-0.18501274287700653,
-0.08534606546163559,
-0.03519878163933754,
0.11561143398284912,
-0.06398691236972809,
0.10897188633680344,
-0.13615410029888153,
0.010051886551082134,
-0.006060056854039431,
0.02693452313542366,
-0.03596206381917,
-0.11251141875982285,
0.15348562598228455,
0.11999429017305374,
-0.06767056882381439,
0.03127254918217659,
-0.09527092427015305,
-0.04423454403877258,
0.12686803936958313,
-0.013623855076730251,
-0.0371493324637413,
-0.054547641426324844,
-0.03628576174378395,
0.15247689187526703,
-0.03436964750289917,
0.008244883269071579,
-0.041229065507650375,
-0.18217355012893677,
0.0798322781920433,
0.09045056998729706,
0.019827889278531075,
-0.031874191015958786,
-0.09797266125679016,
-0.010231015272438526,
-0.0011165260802954435,
0.11730700731277466,
-0.10696814209222794,
-0.10933240503072739,
-0.15144047141075134,
0.06713984161615372,
-0.0007159380475059152,
0.18502596020698547,
-0.06394898891448975,
-0.08904669433832169,
-0.12429379671812057,
0.02344517596065998,
-0.0027384376153349876,
-0.042264558374881744,
0.01618490368127823,
0.07992301136255264,
-0.04095321521162987,
0.02075677551329136,
-0.06651144474744797,
0.06372585147619247,
-0.11786920577287674,
0.09625071287155151,
0.01063506118953228,
0.016993753612041473,
-0.0417880080640316,
-0.01618220843374729,
0.039470795542001724,
-0.057925306260585785,
0.07921463251113892,
0.011758086271584034,
0.0010938759660348296,
0.10196787863969803,
-0.0034960443153977394,
0.06409632414579391,
-0.05372481048107147,
-0.023290161043405533,
0.06578411161899567,
-0.05874887853860855,
-0.03370826691389084,
-0.1573946475982666,
-0.0709633082151413,
0.020051732659339905,
-0.04775108024477959,
0.002077929675579071,
0.03673801198601723,
0.062159497290849686,
-0.06937079131603241,
-0.12125655263662338,
-0.043812792748212814,
-0.028638383373618126,
0.021301284432411194,
0.10829301923513412,
-0.07526551932096481,
0.1547859013080597,
-0.052787959575653076,
-0.00020603960729204118,
0.07437096536159515,
0.04048224538564682,
0.01393822580575943,
-0.10422444343566895,
-0.04698587954044342,
-0.11035211384296417,
0.1502903699874878,
-0.007902312092483044,
-0.03533121198415756,
0.03719403222203255,
-0.11946307867765427,
-0.1572723090648651,
0.03418220207095146,
0.10199101269245148,
0.0448341928422451,
0.025807438418269157,
0.027079269289970398,
-0.04042419046163559,
-0.021270349621772766,
-0.07034418731927872,
0.0882953479886055,
-0.12085357308387756,
-0.09669415652751923,
0.09555385261774063,
0.12178351730108261,
-0.0036850625183433294,
-0.07441367954015732,
0.11554073542356491,
-0.021787192672491074,
0.05525410920381546,
-0.02971339225769043,
0.10308072715997696,
0.0796005055308342,
-0.12273547053337097,
0.005693064536899328,
-0.036891788244247437,
-0.0741485133767128,
-0.12975730001926422,
0.019545545801520348,
-0.061916105449199677,
-0.13383042812347412,
0.12179028987884521,
-0.09376577287912369,
0.030037038028240204,
-0.10506992787122726,
0.021338803693652153,
0.01864001713693142,
0.061665527522563934,
-0.10988292098045349,
0.08575301617383957,
0.13424484431743622,
-0.043199893087148666,
-0.07184189558029175,
-0.12455986440181732,
-0.05022053420543671,
-0.04231856390833855,
-0.13957437872886658,
-0.11600435525178909,
0.0100301094353199,
-0.023418782278895378,
-0.05818291753530502,
0.0015462689334526658,
-0.03659068048000336,
0.008594646118581295,
0.021907730028033257,
0.04032021388411522,
-0.02693161368370056,
0.05134565755724907,
-0.057569269090890884,
-0.052510857582092285,
0.11489357799291611,
0.04113486409187317,
-0.03561042994260788,
-0.052359987050294876,
0.12997733056545258,
-0.11959461867809296,
0.07662346214056015,
-0.020313527435064316,
0.017129231244325638,
-0.06435854732990265,
0.17131924629211426,
0.11673715710639954,
-0.1367570012807846,
-0.005008010193705559,
-0.08210669457912445,
0.020409544929862022,
0.023555370047688484,
0.13693512976169586,
-0.03411718085408211,
-0.0012358218664303422,
-0.1580323874950409,
0.018575575202703476,
-0.18557456135749817,
-0.03716109320521355,
0.04671547934412956,
0.09917585551738739,
0.15293832123279572,
-0.0034432117827236652,
-0.1263325810432434,
0.10424192249774933,
-0.2118520885705948,
0.0907607227563858,
0.05121984705328941,
-0.11874113976955414,
-0.06765396893024445,
-0.06795281916856766,
0.1198519766330719,
0.009196433238685131,
0.2040700763463974,
-0.013615905307233334,
-0.09132910519838333,
-0.07060808688402176,
-0.01980910450220108,
-0.030524181202054024,
0.09714830666780472,
0.041414931416511536,
0.04653804749250412,
0.12821412086486816,
0.00368314771912992,
0.07533777505159378,
0.060310911387205124,
0.02759413793683052,
-0.012300663627684116,
0.04076618701219559,
0.08261215686798096,
-0.14588621258735657,
-0.1659701019525528,
0.1326720416545868,
0.025149408727884293,
0.11792458593845367,
0.03658788278698921,
-0.1549617499113083,
0.06687124073505402,
0.2523096203804016,
-0.11147607117891312,
0.02505038119852543,
0.12737524509429932,
-0.0366884209215641,
0.0672016367316246,
0.1144871786236763,
-0.02633814327418804,
-0.05217865854501724,
-0.011363590136170387,
0.10233135521411896,
0.028660254552960396,
-0.04646271467208862,
-0.02340836264193058,
-0.03373933956027031,
-0.019070526584982872,
-0.011738128960132599,
-0.0909019410610199,
-0.1543993502855301,
-0.10471053421497345,
-0.16619662940502167,
0.04399140924215317,
-0.04626438021659851,
0.13418889045715332,
0.09469578415155411,
-0.012723101302981377,
0.04568437114357948,
0.028575526550412178,
0.07275456190109253,
0.07916246354579926,
-0.02939477376639843,
-0.036159269511699677
] |
null | null | transformers |
# Gabumon | {"tags": ["conversational"]} | text-generation | AetiusBaltimore/DialoGPT-medium-Gabumon | [
"transformers",
"safetensors",
"gpt2",
"text-generation",
"conversational",
"autotrain_compatible",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | 2023-11-11T04:34:06+00:00 | [] | [] | TAGS
#transformers #safetensors #gpt2 #text-generation #conversational #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us
|
# Gabumon | [
"# Gabumon"
] | [
"TAGS\n#transformers #safetensors #gpt2 #text-generation #conversational #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n",
"# Gabumon"
] | [
52,
4
] | [
"passage: TAGS\n#transformers #safetensors #gpt2 #text-generation #conversational #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n# Gabumon"
] | [
0.019064651802182198,
0.06705975532531738,
-0.006557674612849951,
0.005544198676943779,
0.12411472201347351,
-0.0073209661059081554,
0.12239451706409454,
0.08835841715335846,
0.005564859136939049,
0.00719847297295928,
0.15508177876472473,
0.12811368703842163,
-0.0056332810781896114,
0.1702558398246765,
-0.10794736444950104,
-0.2159683257341385,
0.07975015789270401,
-0.010066830553114414,
0.035034578293561935,
0.10170968621969223,
0.09644091129302979,
-0.030206333845853806,
0.08509188145399094,
-0.05250764265656471,
-0.1312309056520462,
0.007129333447664976,
0.0698397234082222,
-0.14470843970775604,
0.11783738434314728,
0.07133286446332932,
0.046153146773576736,
0.04813899099826813,
-0.07667818665504456,
-0.16476541757583618,
0.03711916506290436,
0.01800226792693138,
-0.05842846632003784,
0.01993590220808983,
0.006052655167877674,
-0.10704733431339264,
0.12383750826120377,
0.06716666370630264,
-0.02367851696908474,
0.0856022834777832,
-0.1878519356250763,
-0.02469674125313759,
-0.018702629953622818,
-0.021819565445184708,
0.04544389620423317,
0.06971529126167297,
-0.0483885183930397,
0.06847700476646423,
-0.02276340313255787,
0.09781189262866974,
0.12158049643039703,
-0.3641968369483948,
-0.027737705036997795,
0.14406119287014008,
0.0855889692902565,
0.12511569261550903,
-0.06598244607448578,
0.1150733157992363,
0.030553489923477173,
-0.009253500029444695,
0.018842510879039764,
-0.06469711661338806,
-0.10114049166440964,
0.03805968910455704,
-0.10182090103626251,
-0.021653641015291214,
0.22443601489067078,
-0.053003422915935516,
0.03476206585764885,
-0.08452026546001434,
-0.09587952494621277,
-0.013872647657990456,
-0.022311508655548096,
-0.018502604216337204,
-0.06897583603858948,
0.11221080273389816,
-0.03270900994539261,
-0.07978369295597076,
-0.12990938127040863,
-0.037638820707798004,
-0.17247112095355988,
0.21050265431404114,
-0.0013227612944319844,
0.03988735005259514,
-0.18782633543014526,
0.06778988242149353,
-0.07265463471412659,
-0.0864831730723381,
0.0071632047183811665,
-0.10874547809362411,
0.033790189772844315,
-0.002310682786628604,
-0.009524269960820675,
-0.07507380098104477,
0.17717240750789642,
0.1821945756673813,
-0.06722291558980942,
0.052662238478660583,
-0.07968461513519287,
0.05166495963931084,
0.039168547838926315,
0.060472313314676285,
0.016022391617298126,
-0.09630024433135986,
0.07905200868844986,
-0.10033345222473145,
0.020316937938332558,
-0.06811050325632095,
-0.1379130482673645,
-0.012064129114151001,
0.06724238395690918,
0.08318109065294266,
0.009408983401954174,
0.11219236999750137,
-0.032315123826265335,
0.04184846207499504,
0.028520410880446434,
-0.025830455124378204,
-0.013620923273265362,
-0.010844351723790169,
0.055244557559490204,
-0.006470307242125273,
-0.004476530477404594,
0.059421051293611526,
-0.03734632954001427,
0.003092814702540636,
-0.06850619614124298,
-0.06318303942680359,
0.018594827502965927,
-0.036524947732686996,
0.004000766668468714,
-0.016239739954471588,
0.009034818038344383,
-0.18330678343772888,
-0.1344245970249176,
0.02290244586765766,
0.002725018421187997,
-0.043078336864709854,
-0.010329758748412132,
-0.055174097418785095,
-0.0035673766396939754,
0.039902977645397186,
-0.052720408886671066,
-0.048927538096904755,
-0.06176884472370148,
0.09949712455272675,
0.02894388884305954,
0.09939340502023697,
-0.11094699800014496,
0.0160437673330307,
-0.08713877946138382,
0.002357185585424304,
-0.10403823852539062,
0.07756327092647552,
-0.039917901158332825,
0.10953427851200104,
-0.04690911993384361,
0.03578421100974083,
-0.0878334566950798,
0.059811290353536606,
-0.030088219791650772,
0.19988033175468445,
-0.019490908831357956,
-0.08513527363538742,
0.35017719864845276,
-0.10339076071977615,
-0.15228748321533203,
0.14839567244052887,
0.022107429802417755,
0.05710458755493164,
0.14505071938037872,
0.22676244378089905,
-0.07679138332605362,
-0.003145506838336587,
0.04791150614619255,
0.048456743359565735,
-0.11188667267560959,
0.046892277896404266,
0.024832606315612793,
-0.030106736347079277,
-0.15904532372951508,
0.02850472740828991,
0.11078473180532455,
0.11563537269830704,
-0.036712296307086945,
-0.014809067361056805,
-0.02286381460726261,
-0.009313114918768406,
0.08829065412282944,
-0.04307711496949196,
0.06639141589403152,
-0.09873183816671371,
-0.05396459996700287,
-0.14130201935768127,
-0.02516322210431099,
-0.020495863631367683,
-0.012624155730009079,
-0.0893411859869957,
0.07998999208211899,
-0.0228902418166399,
0.08837279677391052,
-0.07535401731729507,
-0.1362556517124176,
-0.012495774775743484,
0.14077386260032654,
0.03578519448637962,
-0.006121562793850899,
0.09155876934528351,
0.003791411640122533,
-0.03547537699341774,
0.005862690042704344,
0.1983955055475235,
0.012340009212493896,
-0.05086437240242958,
-0.06443216651678085,
0.1536412537097931,
-0.05595441907644272,
0.08467484265565872,
-0.12866614758968353,
0.029602255672216415,
0.11811668425798416,
0.07009796798229218,
0.03367878869175911,
-0.008083891123533249,
0.012943575158715248,
-0.06560053676366806,
-0.07031025737524033,
-0.04116982966661453,
0.05953970178961754,
0.015256891958415508,
-0.10496656596660614,
0.19687046110630035,
-0.2379111796617508,
0.20186486840248108,
0.15991713106632233,
-0.1509670466184616,
-0.022981515154242516,
-0.09075334668159485,
-0.022072385996580124,
0.019408386200666428,
0.036981627345085144,
-0.04556458815932274,
0.0664450004696846,
-0.02916230633854866,
0.14688020944595337,
-0.037100858986377716,
-0.026098549365997314,
0.018105847761034966,
-0.08327623456716537,
-0.012889061123132706,
0.04158046096563339,
0.03231494128704071,
-0.24729813635349274,
0.1848895400762558,
0.15514720976352692,
0.05416940897703171,
0.206809863448143,
0.03525872901082039,
0.030099691823124886,
0.034110069274902344,
0.0653386190533638,
0.0028918187599629164,
-0.0623617023229599,
-0.20003844797611237,
-0.025799674913287163,
0.053287167102098465,
0.049432817846536636,
0.09558381885290146,
-0.10649675875902176,
-0.04571666568517685,
-0.004957219120115042,
-0.02620834857225418,
0.0759601816534996,
0.1152794361114502,
-0.037976495921611786,
0.12077750265598297,
0.005324522033333778,
-0.009635912254452705,
0.08172927051782608,
0.020243322476744652,
-0.08708564192056656,
0.18813639879226685,
-0.12047319114208221,
-0.31150224804878235,
-0.09976911544799805,
-0.19280073046684265,
-0.0647365152835846,
0.09290710091590881,
0.1342344880104065,
-0.14201389253139496,
-0.0354774072766304,
-0.017199678346514702,
0.08142085373401642,
-0.04557626321911812,
0.03891431912779808,
-0.03214710205793381,
0.011442389339208603,
-0.09833643585443497,
-0.07569725811481476,
-0.07682976126670837,
-0.0015568184899166226,
-0.1224866732954979,
0.16520372033119202,
-0.1308879256248474,
0.06459969282150269,
0.17728663980960846,
0.0456073023378849,
0.04406149312853813,
-0.05459435656666756,
0.1755668967962265,
-0.10331936180591583,
-0.0003854513051919639,
0.18202725052833557,
-0.03969969600439072,
0.05986152961850166,
0.11300395429134369,
-0.024634916335344315,
-0.13540251553058624,
0.06233731284737587,
-0.022033317014575005,
-0.1038268506526947,
-0.20561997592449188,
-0.09904022514820099,
-0.08983206748962402,
0.14057455956935883,
0.033332325518131256,
0.07508295029401779,
0.17011527717113495,
0.0903114303946495,
-0.026354528963565826,
0.00869852863252163,
0.15256516635417938,
0.10395511239767075,
0.15696315467357635,
-0.04753002151846886,
0.13435961306095123,
-0.02730831503868103,
-0.13694541156291962,
0.09866558015346527,
0.08457491546869278,
0.0790380910038948,
0.10200779139995575,
0.07007288932800293,
0.027601929381489754,
-0.02200295962393284,
0.12185713648796082,
0.05421691760420799,
0.017833709716796875,
-0.06314631551504135,
-0.03023437224328518,
-0.032983358949422836,
-0.04752344638109207,
0.038554880768060684,
-0.040511175990104675,
-0.16244857013225555,
0.003392965067178011,
-0.03226464241743088,
0.12889225780963898,
0.03315182030200958,
0.05020063742995262,
-0.19251833856105804,
-0.039614345878362656,
0.11289415508508682,
-0.004184312652796507,
-0.1459171324968338,
0.09552251547574997,
0.06917201727628708,
-0.09924817085266113,
0.05962579697370529,
-0.04125024005770683,
0.06859412789344788,
-0.05687079206109047,
0.07577280700206757,
-0.13087515532970428,
-0.03752267733216286,
-0.029688294976949692,
0.0889224112033844,
-0.2675993740558624,
0.18042618036270142,
0.012687194161117077,
-0.023921212181448936,
-0.07884819060564041,
0.009998708963394165,
0.008414753712713718,
0.10019338130950928,
0.14955422282218933,
-0.009350324049592018,
-0.07547520846128464,
-0.03727203980088234,
0.0015631037531420588,
0.04807417094707489,
0.13521017134189606,
-0.06777846068143845,
-0.004043706692755222,
-0.0642893984913826,
-0.0010140091180801392,
-0.0012864820891991258,
-0.12562912702560425,
-0.07393871992826462,
-0.20049262046813965,
0.07620857656002045,
0.10891048610210419,
0.12978659570217133,
-0.03181047365069389,
0.04542987793684006,
-0.08764064311981201,
0.3026418685913086,
-0.07786241173744202,
-0.06649807095527649,
-0.10273455083370209,
-0.013772699050605297,
0.009368525817990303,
-0.039083048701286316,
0.06517281383275986,
-0.07825670391321182,
0.06073115020990372,
-0.10417425632476807,
-0.14287069439888,
0.16676849126815796,
-0.0993930846452713,
-0.05774153023958206,
-0.05008670315146446,
0.16968999803066254,
-0.01908460259437561,
-0.038235802203416824,
0.04442828521132469,
0.04128849133849144,
-0.07284151017665863,
-0.10675423592329025,
0.06002885475754738,
0.027686335146427155,
0.025024838745594025,
0.035286400467157364,
-0.0026098506059497595,
-0.13550738990306854,
-0.019638556987047195,
-0.07170574367046356,
0.30278733372688293,
0.23343469202518463,
-0.0270353015512228,
0.13825756311416626,
0.146022766828537,
-0.04391556978225708,
-0.290384441614151,
-0.09711352735757828,
-0.14972785115242004,
-0.06490016728639603,
-0.05173327028751373,
-0.12534740567207336,
0.04111884906888008,
0.021538937464356422,
-0.042235977947711945,
0.1352195143699646,
-0.22446900606155396,
-0.08937350660562515,
0.1276191920042038,
0.017088118940591812,
0.44441476464271545,
-0.18473772704601288,
-0.1064690425992012,
-0.0955732986330986,
-0.1350312978029251,
0.13227061927318573,
-0.09690776467323303,
0.10185320675373077,
0.029171345755457878,
0.0780063346028328,
0.04380643367767334,
-0.041673775762319565,
0.11410078406333923,
-0.05172897130250931,
-0.023186679929494858,
-0.1188579872250557,
-0.06848568469285965,
0.051701366901397705,
0.0003240160585846752,
0.0017843912355601788,
-0.10443612933158875,
0.02298877015709877,
0.0072069792076945305,
-0.0638851597905159,
-0.037188608199357986,
0.05724310874938965,
0.06308986991643906,
-0.07768292725086212,
-0.03254168853163719,
-0.041181039065122604,
-0.02321680448949337,
0.02211420051753521,
0.2035568654537201,
-0.10103356093168259,
0.20554636418819427,
0.11455512046813965,
0.09298679232597351,
-0.1109207421541214,
0.1271105855703354,
-0.03620276227593422,
-0.08022264391183853,
0.06714656949043274,
-0.14138726890087128,
0.07826612889766693,
0.05557809770107269,
-0.05226409062743187,
0.10698369145393372,
0.09722519665956497,
-0.015472445636987686,
0.029811616986989975,
0.1458328366279602,
-0.2654101550579071,
-0.11833446472883224,
-0.056749127805233,
0.06613320857286453,
0.09687240421772003,
0.1331624835729599,
0.1981152892112732,
0.04857932776212692,
-0.03998493775725365,
-0.011673773638904095,
0.058732517063617706,
-0.04629040136933327,
0.057625748217105865,
-0.04979351535439491,
0.004916684236377478,
-0.12245413661003113,
0.06512732058763504,
0.025886762887239456,
-0.09203445166349411,
0.034702401608228683,
0.11924640834331512,
-0.13241764903068542,
-0.11658065766096115,
-0.06526870280504227,
0.0773368552327156,
-0.07787404954433441,
-0.0036880248226225376,
-0.00912022590637207,
-0.11906258016824722,
0.011962919495999813,
0.16028328239917755,
0.01634831540286541,
0.09460198134183884,
-0.004849907476454973,
0.024096660315990448,
-0.02597730979323387,
0.0013975888723507524,
-0.00045561493607237935,
0.04144025966525078,
-0.08479086309671402,
-0.025159351527690887,
-0.04706215485930443,
0.0464867502450943,
-0.09398306906223297,
-0.06353219598531723,
-0.1959759145975113,
-0.0014763037906959653,
-0.10370002686977386,
-0.053520407527685165,
-0.1068553701043129,
-0.03460877016186714,
0.00005645354758598842,
-0.04651285707950592,
-0.02469649724662304,
-0.05459729582071304,
-0.0861457884311676,
0.029123015701770782,
-0.03745490685105324,
0.04075423255562782,
-0.09894129633903503,
-0.005827805958688259,
0.07681789994239807,
-0.04108554497361183,
0.18260113894939423,
0.1152082309126854,
-0.0561799630522728,
0.09768176823854446,
-0.26982027292251587,
-0.05420856550335884,
0.12005963176488876,
-0.059684328734874725,
-0.004980104509741068,
0.05642036348581314,
0.024206995964050293,
0.043114352971315384,
0.012871721759438515,
0.06133636459708214,
0.06507967412471771,
-0.09439266473054886,
0.05530945211648941,
-0.05205918103456497,
-0.11084851622581482,
-0.029349680989980698,
-0.0623122863471508,
0.050247568637132645,
-0.011316155083477497,
0.0810745432972908,
-0.09742219001054764,
0.02450483664870262,
-0.037309471517801285,
0.04626333341002464,
0.017622509971261024,
-0.19669315218925476,
-0.04246548190712929,
-0.04301143065094948,
0.01956179365515709,
0.004021362401545048,
0.24125324189662933,
-0.005744033958762884,
-0.010448245331645012,
0.03295676410198212,
0.036063335835933685,
0.0913596823811531,
0.012489807792007923,
0.2040179818868637,
0.0974201112985611,
-0.06678178161382675,
-0.15383628010749817,
0.059913136065006256,
0.05920760706067085,
-0.11361701041460037,
0.08037105947732925,
-0.015666378661990166,
-0.12989984452724457,
0.0655713900923729,
-0.041882727295160294,
0.007812155410647392,
-0.08510874956846237,
-0.06089393422007561,
-0.09251273423433304,
-0.0031883034389466047,
-0.04577431455254555,
0.05737331882119179,
0.22803033888339996,
-0.009899121709167957,
-0.023594647645950317,
-0.04410368576645851,
-0.03917441889643669,
-0.16887865960597992,
-0.18460425734519958,
-0.10760961472988129,
-0.13820995390415192,
0.03759400174021721,
-0.10151345282793045,
0.07412274926900864,
-0.013758580200374126,
0.07785113155841827,
-0.029769757762551308,
0.13399647176265717,
0.052099261432886124,
-0.09491557627916336,
0.048177000135183334,
-0.041368719190359116,
0.035906028002500534,
0.03335052356123924,
-0.032789263874292374,
-0.06594552099704742,
0.01923840492963791,
0.021354936063289642,
0.058037593960762024,
-0.02165616676211357,
0.027088215574622154,
-0.14516101777553558,
-0.06132211908698082,
-0.06586461514234543,
0.09103488177061081,
-0.06237952783703804,
0.0707535520195961,
0.013349274173378944,
-0.06030302867293358,
0.09000615030527115,
0.27327439188957214,
-0.04647422209382057,
-0.07490440458059311,
-0.06310168653726578,
0.18832151591777802,
-0.008974756114184856,
0.15765027701854706,
-0.08137084543704987,
-0.013905763626098633,
-0.028811458498239517,
0.2921890318393707,
0.23670895397663116,
-0.050981584936380386,
0.02026154287159443,
-0.01426734123378992,
0.034426987171173096,
0.11250046640634537,
0.08609487861394882,
0.05311621353030205,
0.26871585845947266,
-0.0426761656999588,
-0.01616264507174492,
0.030366817489266396,
-0.018271274864673615,
-0.08897802978754044,
0.0896676555275917,
0.034109655767679214,
0.0013391305692493916,
-0.05049795284867287,
0.11317825317382812,
-0.1748741716146469,
0.09092218428850174,
-0.14573532342910767,
-0.16343341767787933,
-0.04504705220460892,
0.015193462371826172,
0.10962070524692535,
-0.02614569291472435,
0.09070026129484177,
0.014942591078579426,
-0.12322424352169037,
-0.05242445319890976,
0.037619587033987045,
-0.1797737330198288,
0.025508839637041092,
0.012433560565114021,
0.010852724313735962,
0.07690179347991943,
-0.04521362483501434,
0.009629416279494762,
0.10405575484037399,
-0.005708168726414442,
-0.029917003586888313,
0.09484618157148361,
-0.027355782687664032,
-0.03301119804382324,
0.015814321115612984,
0.0528423935174942,
-0.007624524645507336,
-0.03818981721997261,
0.08634635806083679,
-0.1173844262957573,
0.04811955243349075,
0.0016592030879110098,
-0.06235469505190849,
-0.017107099294662476,
0.03744594380259514,
-0.06428743898868561,
0.06430664658546448,
0.009484308771789074,
-0.029745517298579216,
0.0405040979385376,
-0.050819359719753265,
0.034540995955467224,
0.004142493940889835,
0.0029541621915996075,
-0.07462773472070694,
-0.17578192055225372,
-0.09641529619693756,
0.1531442552804947,
0.02737298235297203,
-0.20842495560646057,
0.02830720879137516,
-0.12044588476419449,
0.1339321732521057,
-0.17089040577411652,
0.10458716005086899,
0.18808527290821075,
0.015772409737110138,
-0.027389926835894585,
-0.14885562658309937,
0.05039049685001373,
0.09981904923915863,
-0.07223322242498398,
-0.07978550344705582
] |
null | null | null |
# **Q-Learning** Agent playing1 **Taxi-v3**
This is a trained model of a **Q-Learning** agent playing **Taxi-v3** .
## Usage
```python
model = load_from_hub(repo_id="srimathis/Taxi-Example", filename="q-learning.pkl")
# Don't forget to check if you need to add additional attributes (is_slippery=False etc)
env = gym.make(model["env_id"])
```
| {"tags": ["Taxi-v3", "q-learning", "reinforcement-learning", "custom-implementation"], "model-index": [{"name": "Taxi-Example", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "Taxi-v3", "type": "Taxi-v3"}, "metrics": [{"type": "mean_reward", "value": "7.50 +/- 2.72", "name": "mean_reward", "verified": false}]}]}]} | reinforcement-learning | srimathis/Taxi-Example | [
"Taxi-v3",
"q-learning",
"reinforcement-learning",
"custom-implementation",
"model-index",
"region:us"
] | 2023-11-11T04:35:24+00:00 | [] | [] | TAGS
#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us
|
# Q-Learning Agent playing1 Taxi-v3
This is a trained model of a Q-Learning agent playing Taxi-v3 .
## Usage
| [
"# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage"
] | [
"TAGS\n#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n",
"# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage"
] | [
32,
33
] | [
"passage: TAGS\n#Taxi-v3 #q-learning #reinforcement-learning #custom-implementation #model-index #region-us \n# Q-Learning Agent playing1 Taxi-v3\n This is a trained model of a Q-Learning agent playing Taxi-v3 .\n\n ## Usage"
] | [
0.048862796276807785,
-0.16549694538116455,
-0.005485367961227894,
0.02960980497300625,
0.1345081776380539,
-0.01784728653728962,
0.11895976960659027,
0.07759871333837509,
-0.07461097836494446,
-0.055395450443029404,
0.1418241262435913,
0.09088201075792313,
0.055222880095243454,
0.05699880048632622,
0.09511256217956543,
-0.27440664172172546,
0.048217080533504486,
-0.02918700873851776,
0.05621987581253052,
0.11878681182861328,
0.0670095682144165,
-0.040441032499074936,
0.061956584453582764,
0.11818158626556396,
-0.1018151044845581,
-0.007344264071434736,
0.035402704030275345,
-0.09440053254365921,
0.17413531243801117,
0.07204403728246689,
0.12337774783372879,
0.05132639780640602,
0.179361954331398,
-0.12762396037578583,
0.024310702458024025,
-0.0010275895474478602,
-0.10138072073459625,
-0.03909514099359512,
-0.012415820732712746,
-0.08349097520112991,
0.03230205550789833,
0.23522862792015076,
0.07199250161647797,
0.06632792949676514,
-0.17707863450050354,
-0.06584878265857697,
-0.04375573247671127,
0.069611094892025,
0.14951466023921967,
0.03758616745471954,
-0.033800311386585236,
0.1684885323047638,
-0.2564343810081482,
0.05066783353686333,
0.037275806069374084,
-0.42313119769096375,
0.017119819298386574,
0.1507398933172226,
0.15090937912464142,
0.06909667700529099,
-0.10573802888393402,
0.013512322679162025,
0.051325585693120956,
-0.0005318621988408267,
0.024325110018253326,
0.006554204970598221,
0.15601307153701782,
0.08537693321704865,
-0.1487821787595749,
-0.058576688170433044,
0.17441977560520172,
-0.03788546845316887,
-0.02613203600049019,
-0.039745692163705826,
0.0067160045728087425,
-0.06427708268165588,
-0.004067842848598957,
-0.1777995079755783,
0.00734262028709054,
0.06666424125432968,
-0.014348524622619152,
0.014901017770171165,
-0.035522811114788055,
-0.0966939702630043,
-0.023098144680261612,
-0.08592145889997482,
0.01677769608795643,
-0.006319406442344189,
-0.10187895596027374,
0.05002119392156601,
-0.061138734221458435,
0.0014382408699020743,
-0.05123179033398628,
-0.15047866106033325,
-0.049055423587560654,
-0.03481535613536835,
0.1474713832139969,
-0.0044205985032022,
-0.01873963139951229,
-0.03164304047822952,
0.15474793314933777,
0.049551334232091904,
-0.05370146036148071,
0.05625450983643532,
0.07605006545782089,
0.23867930471897125,
0.10401605814695358,
0.10196955502033234,
-0.06798075139522552,
0.10180158913135529,
-0.12330973148345947,
-0.08915644884109497,
-0.17508824169635773,
0.11820860952138901,
0.00015364694991149008,
0.1317785084247589,
-0.12023144960403442,
0.07898581773042679,
-0.067511186003685,
0.013453764840960503,
0.01636839471757412,
0.0820009782910347,
-0.012399360537528992,
0.10676060616970062,
-0.005061192903667688,
-0.06941985338926315,
0.014177112840116024,
0.05935845896601677,
0.03754841163754463,
-0.038601722568273544,
-0.03192409873008728,
-0.05762290954589844,
-0.05065649375319481,
-0.10128600150346756,
-0.06447898596525192,
0.018573462963104248,
-0.007677143905311823,
-0.1833900660276413,
-0.06407523155212402,
0.00897200871258974,
0.015712225809693336,
-0.03988850116729736,
-0.05148044601082802,
-0.15265507996082306,
-0.042461175471544266,
-0.015450406819581985,
-0.03500641882419586,
-0.06214277446269989,
-0.0383245050907135,
0.046435944736003876,
-0.07560601085424423,
0.013364278711378574,
0.023342855274677277,
0.05405820533633232,
-0.025881100445985794,
0.06068144738674164,
-0.08357544988393784,
0.09493788331747055,
-0.1540430635213852,
-0.03271956741809845,
-0.025445878505706787,
-0.041183918714523315,
0.1752462536096573,
0.06099751964211464,
-0.015994304791092873,
0.15260063111782074,
-0.17141541838645935,
-0.058121129870414734,
0.15596486628055573,
0.008629098534584045,
-0.09967197477817535,
-0.003560945624485612,
-0.09397093951702118,
0.1428760588169098,
0.08571921288967133,
0.2478504776954651,
0.12005335837602615,
-0.22748184204101562,
0.055358242243528366,
0.12515293061733246,
-0.14365963637828827,
0.10365243256092072,
0.07344598323106766,
0.005470725707709789,
-0.18886831402778625,
-0.06843198090791702,
-0.06121627986431122,
0.1053021252155304,
-0.08522345870733261,
-0.0776243582367897,
0.09323626756668091,
-0.05086790770292282,
0.24641476571559906,
-0.028281206265091896,
0.06174173951148987,
-0.026681531220674515,
-0.1389324963092804,
-0.01723906397819519,
0.060955192893743515,
0.05258452147245407,
-0.024835573509335518,
-0.25895482301712036,
0.13646544516086578,
0.048650871962308884,
0.025074828416109085,
0.004106190986931324,
-0.05691491439938545,
0.016934165731072426,
0.1511998474597931,
0.020012924447655678,
0.13717477023601532,
0.027723990380764008,
0.0706823319196701,
-0.006239562761038542,
-0.10560829937458038,
-0.04169593006372452,
0.061916545033454895,
-0.08518962562084198,
-0.06641357392072678,
0.011197872459888458,
-0.06935211271047592,
-0.11783787608146667,
-0.12166737765073776,
-0.026334572583436966,
-0.02980303019285202,
-0.07444227486848831,
0.02368103712797165,
0.06536602973937988,
-0.06702698022127151,
-0.0023908785078674555,
0.007125476840883493,
-0.011537045240402222,
0.16434046626091003,
0.011393417604267597,
-0.007796820718795061,
0.1328643560409546,
-0.11533161997795105,
0.12461213022470474,
0.049438029527664185,
-0.024806302040815353,
-0.04662557691335678,
0.0014137453399598598,
-0.057529181241989136,
0.029044216498732567,
-0.04390640929341316,
0.02774495631456375,
0.20111067593097687,
0.02772962674498558,
0.11389166116714478,
-0.0656520202755928,
0.04385066404938698,
-0.007961965166032314,
-0.009693224914371967,
0.018563594669103622,
0.07608018070459366,
0.07813210040330887,
-0.1324140727519989,
0.02262016013264656,
0.22455167770385742,
0.1385764330625534,
0.18313980102539062,
-0.010877152904868126,
0.06325667351484299,
-0.04875868931412697,
0.027505528181791306,
0.024100203067064285,
0.10314226150512695,
-0.10732068121433258,
-0.0322517491877079,
-0.025407759472727776,
0.023599207401275635,
-0.08197105675935745,
-0.1055799350142479,
-0.090115025639534,
0.01222382951527834,
-0.03125503659248352,
-0.15570329129695892,
0.13300658762454987,
-0.10451057553291321,
0.01802753657102585,
0.04692702740430832,
-0.22163605690002441,
0.11530312895774841,
0.014291439205408096,
-0.10303618758916855,
0.11281087249517441,
-0.12051989883184433,
-0.08699832111597061,
-0.05777236074209213,
-0.18658851087093353,
0.05280197039246559,
0.04673841595649719,
0.05166793242096901,
-0.18521739542484283,
0.024835903197526932,
0.05545609071850777,
0.13426995277404785,
-0.09743253141641617,
-0.07142634689807892,
-0.15038461983203888,
0.016068490222096443,
-0.033661190420389175,
-0.16029728949069977,
-0.005609163548797369,
-0.032781440764665604,
-0.18849676847457886,
-0.04539939761161804,
-0.15086813271045685,
-0.034627582877874374,
0.20464378595352173,
0.026907702907919884,
0.09480511397123337,
-0.07926445454359055,
0.3802889585494995,
-0.042039383202791214,
-0.06146497279405594,
-0.01321389526128769,
-0.07072482258081436,
0.02512686513364315,
0.13271741569042206,
0.0036099457647651434,
-0.017886579036712646,
-0.0037857077550143003,
0.0024592927657067776,
-0.06234965845942497,
-0.13400450348854065,
0.0028710351325571537,
0.03905198723077774,
0.1874423623085022,
0.004639793653041124,
0.06659388542175293,
0.03133883699774742,
0.057546284049749374,
0.07748064398765564,
0.030926106497645378,
0.0011591583024710417,
-0.01591806672513485,
0.06604493409395218,
-0.11684755235910416,
0.042466625571250916,
-0.030429253354668617,
-0.10143838077783585,
-0.013183288276195526,
0.07950251549482346,
0.12755028903484344,
0.17849206924438477,
-0.04790908098220825,
0.17489230632781982,
0.13580141961574554,
0.16576050221920013,
0.049315933138132095,
-0.020801831036806107,
-0.08773037046194077,
-0.06118565797805786,
0.004774159751832485,
-0.031952597200870514,
0.04869702458381653,
0.3231290578842163,
0.037619613111019135,
-0.09036035090684891,
0.11149907857179642,
0.009480619803071022,
0.05359881371259689,
0.022797370329499245,
-0.11162138730287552,
0.11170321702957153,
0.07968773692846298,
-0.06341761350631714,
-0.07602835446596146,
0.16758501529693604,
-0.1109386757016182,
-0.26646625995635986,
-0.11410990357398987,
-0.012305386364459991,
0.07903840392827988,
0.005651174578815699,
0.05498376116156578,
-0.11829282343387604,
-0.16034497320652008,
-0.034191906452178955,
0.1335442066192627,
-0.3077351450920105,
0.2065143585205078,
-0.0198091771453619,
0.06707923114299774,
-0.039657969027757645,
-0.07026876509189606,
0.09694647043943405,
0.13174086809158325,
0.29124146699905396,
0.01396956667304039,
0.04841272905468941,
-0.15176129341125488,
-0.0976925864815712,
0.0018439020495861769,
0.015482662245631218,
-0.02563396655023098,
0.028520405292510986,
-0.0540912002325058,
0.008404579944908619,
-0.018086453899741173,
0.2102297693490982,
-0.11316607892513275,
0.004344627261161804,
-0.06968966871500015,
-0.11707738786935806,
0.19409789144992828,
-0.07178345322608948,
-0.04543264955282211,
-0.14959357678890228,
-0.15512511134147644,
-0.004174166824668646,
-0.02413962036371231,
-0.019664527848362923,
-0.17603960633277893,
-0.18804074823856354,
-0.05204557999968529,
-0.005645004566758871,
-0.003464865731075406,
0.05867868289351463,
-0.07517234236001968,
-0.04805335775017738,
0.1009904220700264,
-0.07743175327777863,
-0.056063808500766754,
-0.1103200614452362,
0.1391381323337555,
0.06248528137803078,
0.16743235290050507,
0.05907081440091133,
0.0006117874872870743,
0.11471151560544968,
-0.02913086675107479,
0.11103474348783493,
-0.11291708797216415,
-0.17145049571990967,
-0.08334989100694656,
-0.018775060772895813,
0.09519003331661224,
-0.04789286106824875,
0.0028788831550627947,
0.2550160884857178,
0.14880181849002838,
-0.0897710770368576,
0.27680760622024536,
0.04414956644177437,
-0.09375058114528656,
-0.18432219326496124,
-0.15961645543575287,
0.03759992495179176,
0.060025621205568314,
0.13095876574516296,
-0.057205069810152054,
-0.08483537286520004,
-0.08492398262023926,
-0.07478608191013336,
-0.13140805065631866,
-0.24232175946235657,
-0.030598774552345276,
0.22874866425991058,
0.08656918257474899,
0.08219650387763977,
-0.012482990510761738,
-0.01186054851859808,
0.00526038184762001,
0.02680150233209133,
0.12018456310033798,
-0.13341329991817474,
0.11107480525970459,
0.022198403254151344,
0.044267985969781876,
0.009712530300021172,
0.07929777354001999,
0.03375575691461563,
-0.003218587953597307,
-0.0006439819699153304,
-0.0988350659608841,
-0.2596651017665863,
0.0816885456442833,
-0.01623627357184887,
-0.09960969537496567,
0.014988959766924381,
0.02061903104186058,
-0.2089255303144455,
0.011128270998597145,
-0.019883770495653152,
-0.03150356933474541,
-0.06483490765094757,
-0.10664787143468857,
-0.056551624089479446,
0.04928823933005333,
0.10853826254606247,
0.011660109274089336,
0.05354316532611847,
-0.0404130220413208,
0.07917837053537369,
0.0826287642121315,
0.15132710337638855,
0.06795957684516907,
-0.190711110830307,
-0.10953907668590546,
-0.0414445661008358,
0.12121522426605225,
-0.12505418062210083,
0.036917757242918015,
0.053161121904850006,
-0.016534561291337013,
0.14621229469776154,
0.1070784479379654,
-0.07452095299959183,
0.11915595084428787,
0.08904775977134705,
-0.04094788804650307,
-0.23367151618003845,
-0.07120766490697861,
0.11133213341236115,
0.07195597887039185,
-0.03961895406246185,
0.018120890483260155,
-0.04960581287741661,
-0.013980977237224579,
0.048759616911411285,
-0.0538676381111145,
-0.07230538129806519,
0.004421027842909098,
0.1247575581073761,
0.1029362753033638,
-0.04655474051833153,
0.01296416949480772,
0.037371400743722916,
0.003788623260334134,
0.04730486497282982,
0.0407949760556221,
-0.08269952982664108,
-0.04124005511403084,
0.02782733179628849,
0.37552911043167114,
-0.010165480896830559,
-0.020456433296203613,
0.018555615097284317,
-0.19949445128440857,
0.09135842323303223,
0.13205479085445404,
0.04697350412607193,
0.004247748292982578,
-0.08139242231845856,
0.026877427473664284,
-0.010625290684401989,
0.09936143457889557,
-0.07806670665740967,
-0.05493134260177612,
-0.21631066501140594,
-0.025010565295815468,
0.017490221187472343,
0.24077683687210083,
-0.08458559215068817,
-0.12801732122898102,
-0.20628872513771057,
0.13128381967544556,
-0.11333390325307846,
-0.03695881739258766,
-0.024473199620842934,
0.03926658630371094,
-0.01989821158349514,
0.06291737407445908,
-0.0710630789399147,
0.006373001262545586,
-0.11024709790945053,
0.055267609655857086,
0.04204455390572548,
0.1229788213968277,
0.014207782223820686,
0.02016810141503811,
0.05822525918483734,
-0.01837925612926483,
0.07173580676317215,
-0.06203491613268852,
-0.04550490900874138,
0.14224006235599518,
-0.020255116745829582,
-0.04152837023139,
-0.0483345128595829,
-0.036874305456876755,
0.11981741338968277,
-0.05059147998690605,
-0.007141099311411381,
-0.054929375648498535,
-0.06906463205814362,
0.03462086617946625,
-0.009175732731819153,
-0.008798843249678612,
0.06801853328943253,
0.04024988040328026,
-0.026994358748197556,
0.005263668950647116,
0.03447828069329262,
-0.10330043733119965,
-0.04955084249377251,
0.16955432295799255,
-0.0749620869755745,
0.10274054110050201,
-0.031069839373230934,
0.018015999346971512,
0.005847334861755371,
-0.022399673238396645,
-0.015360680408775806,
-0.1457086056470871,
-0.06137600541114807,
-0.09489979594945908,
0.11565322428941727,
0.08146517723798752,
0.03358805552124977,
0.04274565726518631,
0.019532648846507072,
-0.04414922371506691,
-0.038583990186452866,
0.12961317598819733,
0.08133101463317871,
0.012996876612305641,
0.01137041300535202,
0.01941833831369877,
-0.020302120596170425,
0.0028480992186814547,
-0.01250747125595808,
-0.07239153981208801,
-0.05874783173203468,
0.09400010108947754,
0.1600283533334732,
-0.06127211079001427,
-0.13325586915016174,
-0.020593497902154922,
0.04988488554954529,
0.0014717020094394684,
-0.08777432143688202,
0.04833676666021347,
0.15805292129516602,
-0.05623878911137581,
0.03216489031910896,
-0.09984751045703888,
-0.07263360917568207,
-0.16060975193977356,
-0.10029061883687973,
-0.06092562898993492,
-0.28350353240966797,
0.09752398729324341,
0.006392303854227066,
-0.014731393195688725,
0.059529416263103485,
0.051305368542671204,
-0.052508849650621414,
0.07068239152431488,
-0.18146829307079315,
-0.007054794579744339,
0.03497592359781265,
-0.13212306797504425,
0.02475893869996071,
-0.2378365397453308,
0.10198072344064713,
-0.04623803123831749,
-0.1519704908132553,
-0.04004510119557381,
0.0641569048166275,
-0.09540136158466339,
-0.01822364516556263,
-0.0475153923034668,
-0.01922670193016529,
0.01624443754553795,
-0.009348669089376926,
-0.031147832050919533,
0.13716529309749603,
0.02827494591474533,
-0.03268734738230705,
0.005254602525383234,
0.0223685409873724,
0.03955082967877388,
-0.0969657450914383,
-0.05986930429935455,
0.08311155438423157,
-0.031056145206093788,
0.14728976786136627,
0.000341245875461027,
0.04181376099586487,
-0.06758682429790497,
0.2593761384487152,
0.2023983597755432,
-0.12479214370250702,
0.008118697442114353,
-0.021801479160785675,
0.012670028023421764,
-0.041751839220523834,
0.13110700249671936,
0.013386172242462635,
0.12186761200428009,
-0.17513342201709747,
-0.01036517322063446,
-0.0818324014544487,
-0.04501292482018471,
0.06702108681201935,
0.14714950323104858,
0.15742522478103638,
0.03436789661645889,
-0.07328428328037262,
0.06722653657197952,
-0.30119743943214417,
0.20540550351142883,
-0.1346001923084259,
-0.01498429011553526,
-0.040251150727272034,
-0.058389630168676376,
0.061147745698690414,
0.11309876292943954,
0.10832664370536804,
-0.021150551736354828,
-0.0905047357082367,
-0.04486766457557678,
-0.039378076791763306,
-0.13019338250160217,
-0.02718670479953289,
0.1654091775417328,
0.06799814850091934,
0.31520840525627136,
-0.017577875405550003,
0.07702425122261047,
0.034410297870635986,
0.06451138854026794,
0.004519328009337187,
0.09537279605865479,
0.07960964739322662,
-0.06345855444669724,
-0.07373003661632538,
-0.001637450186535716,
0.05033271387219429,
0.14567798376083374,
-0.03826142102479935,
-0.18691548705101013,
0.15858715772628784,
0.07192251086235046,
-0.13762691617012024,
-0.05777517706155777,
0.08409425616264343,
-0.0739973932504654,
0.0550808347761631,
0.08115427941083908,
0.015876613557338715,
-0.017793258652091026,
-0.004664506763219833,
0.06074233725667,
0.024694660678505898,
-0.02343848906457424,
0.003570882137864828,
-0.08337053656578064,
-0.04151543974876404,
0.07267895340919495,
-0.0844460055232048,
-0.20546193420886993,
-0.0957019031047821,
-0.07551700621843338,
0.030557552352547646,
-0.0649830624461174,
0.12575586140155792,
0.1717868149280548,
0.0593598335981369,
-0.03307248651981354,
-0.10721943527460098,
-0.035562749952077866,
0.07602505385875702,
-0.044773899018764496,
-0.09409699589014053
] |
null | null | peft | ## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.4.0 | {"language": ["ko"], "library_name": "peft", "datasets": ["JosephLee/science_textbook_elementary_kor"]} | null | JosephLee/science_textbook_KoAlpaca_LLama2_7B | [
"peft",
"safetensors",
"ko",
"dataset:JosephLee/science_textbook_elementary_kor",
"region:us"
] | 2023-11-11T04:39:37+00:00 | [] | [
"ko"
] | TAGS
#peft #safetensors #ko #dataset-JosephLee/science_textbook_elementary_kor #region-us
| ## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: bitsandbytes
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: nf4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: float16
### Framework versions
- PEFT 0.4.0 | [
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: False\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.4.0"
] | [
"TAGS\n#peft #safetensors #ko #dataset-JosephLee/science_textbook_elementary_kor #region-us \n",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: False\n- bnb_4bit_compute_dtype: float16",
"### Framework versions\n\n\n- PEFT 0.4.0"
] | [
35,
164,
11
] | [
"passage: TAGS\n#peft #safetensors #ko #dataset-JosephLee/science_textbook_elementary_kor #region-us \n## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: bitsandbytes\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: nf4\n- bnb_4bit_use_double_quant: False\n- bnb_4bit_compute_dtype: float16### Framework versions\n\n\n- PEFT 0.4.0"
] | [
-0.058572255074977875,
0.08154074847698212,
-0.0025202466640621424,
0.10934070497751236,
0.06305547058582306,
0.03420199826359749,
0.12083998322486877,
0.10030446201562881,
0.028897959738969803,
0.08693547546863556,
0.13187280297279358,
0.06703652441501617,
0.06917255371809006,
0.17743675410747528,
-0.03723342344164848,
0.02199390158057213,
0.05057915672659874,
-0.029701879248023033,
0.020971722900867462,
0.07922623306512833,
0.04716145992279053,
-0.06138085201382637,
0.027288910001516342,
-0.09897678345441818,
-0.0798197016119957,
-0.012292015366256237,
0.03646814450621605,
-0.0077643985860049725,
0.04361942037940025,
0.01957039348781109,
0.06295587867498398,
0.03857177123427391,
-0.029984699562191963,
-0.1824984848499298,
0.0038605863228440285,
0.08970018476247787,
-0.014136392623186111,
0.08097095042467117,
-0.10011967271566391,
0.10781535506248474,
-0.06144174933433533,
-0.1096004843711853,
0.01362656056880951,
0.015163919888436794,
-0.07003241032361984,
-0.08451026678085327,
-0.08220747113227844,
0.05147935822606087,
0.017469637095928192,
0.06323257088661194,
-0.010896150022745132,
0.1783684939146042,
-0.09375838935375214,
0.11083151400089264,
0.07925582677125931,
-0.18096105754375458,
-0.04127628356218338,
0.10042145103216171,
-0.025541042909026146,
0.16745410859584808,
-0.0647868886590004,
-0.06279826164245605,
0.0875258669257164,
0.026723584160208702,
-0.035619258880615234,
-0.013528445735573769,
-0.13817036151885986,
0.006931575480848551,
-0.11798211932182312,
-0.04055844247341156,
0.14011283218860626,
0.019319279119372368,
-0.07264476269483566,
-0.03751382976770401,
-0.06354347616434097,
-0.2870434820652008,
0.04749390482902527,
-0.0004903129884041846,
-0.06206108629703522,
0.012241015210747719,
-0.0040781558491289616,
-0.009716165252029896,
-0.02537790685892105,
-0.054232656955718994,
-0.032704152166843414,
0.10291152447462082,
0.03068690188229084,
0.04070894792675972,
0.023351669311523438,
0.08330754190683365,
-0.0925196185708046,
-0.04937538504600525,
-0.05181458964943886,
-0.044206198304891586,
0.03162071108818054,
-0.0025103383231908083,
-0.07712142914533615,
0.1299099326133728,
0.12884441018104553,
0.0913444310426712,
-0.18055041134357452,
0.09002611041069031,
-0.018975170329213142,
0.0314716137945652,
-0.01699267141520977,
0.006699653342366219,
-0.10895146429538727,
0.11423252522945404,
0.069516621530056,
0.18963301181793213,
0.06636407971382141,
-0.04135208576917648,
-0.017681391909718513,
-0.020476683974266052,
0.16278113424777985,
0.027442384511232376,
-0.08189492672681808,
0.016037089750170708,
-0.10056887567043304,
0.011583525687456131,
0.06088438257575035,
-0.07503435015678406,
-0.008666672743856907,
0.04560709372162819,
-0.024271558970212936,
0.017777666449546814,
0.12321455776691437,
-0.0463804230093956,
0.007302896119654179,
-0.04014008119702339,
-0.09673304855823517,
-0.032769981771707535,
-0.07546341419219971,
-0.12627704441547394,
0.051741618663072586,
-0.1440453678369522,
0.01608840934932232,
-0.07597214728593826,
-0.0713992714881897,
0.025515703484416008,
-0.014772801660001278,
-0.05501878261566162,
0.05685171112418175,
-0.0827106237411499,
-0.18807253241539001,
-0.021736864000558853,
0.013985211960971355,
0.009183812886476517,
-0.031151503324508667,
0.11680532246828079,
0.007938485592603683,
0.08862315118312836,
-0.1665119230747223,
-0.041987620294094086,
-0.02665860950946808,
0.08811652660369873,
0.04951062425971031,
0.08760493248701096,
-0.11408193409442902,
-0.05274737626314163,
-0.06430710107088089,
-0.058392710983753204,
-0.06513889878988266,
-0.025764143094420433,
0.1493079513311386,
0.12061818689107895,
-0.15615886449813843,
0.01085662841796875,
0.03332667797803879,
-0.03752072528004646,
-0.09553784132003784,
0.1455257534980774,
-0.049733154475688934,
0.09432629495859146,
-0.02040094882249832,
0.04303189367055893,
0.2031068354845047,
-0.11876164376735687,
-0.04574931412935257,
0.08359420299530029,
0.09070853888988495,
0.0703217163681984,
-0.005502303596585989,
0.09301723539829254,
-0.21606950461864471,
0.04053439944982529,
0.08275824785232544,
0.02371743693947792,
-0.0692814514040947,
-0.07794442772865295,
-0.03680522367358208,
-0.07975801080465317,
0.15468907356262207,
0.0018662216607481241,
0.0012877584667876363,
-0.0857810378074646,
-0.0609164834022522,
0.051828205585479736,
0.11006449908018112,
-0.041449010372161865,
-0.01715579442679882,
-0.10314919054508209,
0.012812387198209763,
-0.06491679698228836,
0.004784398712217808,
-0.08941227942705154,
-0.008966198191046715,
0.07350742816925049,
-0.04462268948554993,
-0.012547389604151249,
0.005545041523873806,
0.0555490218102932,
0.05303806811571121,
-0.05860639363527298,
0.019296342507004738,
-0.05004332587122917,
0.04145350307226181,
-0.0995803028345108,
-0.0917787030339241,
0.05817509442567825,
-0.007601658347994089,
0.22579927742481232,
-0.1624474972486496,
0.023677658289670944,
0.0938684344291687,
-0.012116125784814358,
-0.031136492267251015,
-0.02890132926404476,
-0.034944210201501846,
0.09260634332895279,
-0.012938117608428001,
-0.027180304750800133,
0.01905861869454384,
0.019389500841498375,
-0.06555913388729095,
-0.16815726459026337,
-0.10469812154769897,
-0.008442018181085587,
0.1209721565246582,
0.1129574403166771,
-0.09135468304157257,
-0.02101833187043667,
-0.018406476825475693,
-0.029813187196850777,
0.04472408443689346,
-0.045021407306194305,
-0.01821017637848854,
-0.0010144213447347283,
0.03723665699362755,
-0.08617039024829865,
-0.02242174558341503,
0.09399508684873581,
-0.041879963129758835,
-0.058819741010665894,
0.1468384861946106,
-0.01656126044690609,
-0.11137265712022781,
0.07502872496843338,
0.06771167367696762,
-0.1680121123790741,
0.0699278935790062,
-0.002282027155160904,
-0.01225163135677576,
-0.1103830635547638,
0.14055253565311432,
0.03012489341199398,
0.16607029736042023,
-0.08561918139457703,
0.11591894179582596,
-0.003770216600969434,
-0.027273301035165787,
0.0372966043651104,
-0.18210405111312866,
-0.03403747081756592,
-0.05683212727308273,
-0.051130957901477814,
-0.06924672424793243,
0.009228958748281002,
0.015743890777230263,
0.07037397474050522,
-0.0262772049754858,
0.06818822771310806,
0.11444240808486938,
-0.010786926373839378,
-0.08510702103376389,
0.21786841750144958,
-0.18950818479061127,
-0.19213998317718506,
-0.19020694494247437,
0.06535837799310684,
-0.11978104710578918,
-0.041485682129859924,
-0.05322396755218506,
-0.06467155367136002,
0.014024184085428715,
-0.13756874203681946,
-0.0988943800330162,
0.03231598436832428,
0.019283223897218704,
0.025945475324988365,
-0.0020965856965631247,
0.15532204508781433,
-0.06965283304452896,
0.015043153427541256,
0.06617509573698044,
-0.023694416508078575,
0.13854047656059265,
-0.058796681463718414,
-0.015336903743445873,
0.07321789115667343,
-0.040066786110401154,
-0.019458357244729996,
0.009587970562279224,
0.339883029460907,
0.02500258758664131,
0.03699209541082382,
0.11510805785655975,
0.0002957289689220488,
0.04103381931781769,
0.10354175418615341,
0.014994841068983078,
-0.08612322807312012,
0.07674358040094376,
0.01877666637301445,
-0.07330618053674698,
-0.16158704459667206,
-0.0332072451710701,
-0.02748972177505493,
0.03735678270459175,
0.04520253464579582,
0.04060347378253937,
0.09828875213861465,
0.09243477880954742,
0.015513252466917038,
0.09806530177593231,
0.04029599204659462,
0.001334225875325501,
0.0852155089378357,
-0.010102621279656887,
0.047380294650793076,
-0.013268162496387959,
0.028285274282097816,
0.045737266540527344,
0.10290359705686569,
0.03739076852798462,
-0.10567493736743927,
-0.051569052040576935,
0.056777674704790115,
0.2381306290626526,
-0.025620903819799423,
0.08641514182090759,
-0.036359407007694244,
0.0020381712820380926,
-0.005702647380530834,
-0.05496613681316376,
-0.08571065962314606,
0.037769827991724014,
-0.05853801593184471,
0.11748415231704712,
-0.025103634223341942,
-0.030615294352173805,
0.07767660170793533,
0.0534793883562088,
0.17966659367084503,
-0.2604176998138428,
-0.1538132280111313,
0.018276525661349297,
0.1302475780248642,
-0.07440291345119476,
0.02442537434399128,
0.21727555990219116,
0.017282715067267418,
-0.055409304797649384,
-0.031213749200105667,
-0.02348305657505989,
0.011670083738863468,
0.013059836812317371,
0.04948381334543228,
0.12021774798631668,
-0.021439850330352783,
0.08073979616165161,
-0.30605348944664,
0.0437079556286335,
0.05162876099348068,
0.04968204349279404,
-0.029696190729737282,
-0.015967870131134987,
-0.06402748078107834,
-0.05590585246682167,
0.07959525287151337,
0.022474044933915138,
0.12388148903846741,
-0.29784759879112244,
-0.11227592825889587,
0.0242079496383667,
0.09096761047840118,
0.07437877357006073,
0.06347116082906723,
0.03995499014854431,
0.025483543053269386,
0.045660603791475296,
0.06665956974029541,
-0.10494916141033173,
-0.08279965072870255,
0.03140376880764961,
0.12578754127025604,
-0.11257056891918182,
-0.07173231244087219,
-0.08200003951787949,
-0.03686787933111191,
0.018164707347750664,
-0.1826474517583847,
-0.07094813883304596,
-0.041682127863168716,
0.023282945156097412,
0.1523592174053192,
-0.03956890106201172,
-0.0042397817596793175,
-0.028206225484609604,
0.01662617363035679,
-0.0441473089158535,
-0.07464442402124405,
0.08105886727571487,
-0.04054248705506325,
-0.19499218463897705,
-0.04898536577820778,
0.1231844574213028,
0.09120098501443863,
-0.007782172877341509,
-0.06904315948486328,
-0.01419791579246521,
0.009147722274065018,
-0.13560478389263153,
0.02010108344256878,
0.1481001228094101,
-0.012621392495930195,
0.0718294084072113,
-0.08131221681833267,
0.1506766974925995,
-0.07587189227342606,
0.06476607173681259,
0.04785477742552757,
0.3610265552997589,
-0.06307334452867508,
0.006600998807698488,
0.09342677891254425,
-0.024149516597390175,
-0.25952279567718506,
0.03339922055602074,
0.02417583018541336,
0.03950212523341179,
-0.0522584430873394,
-0.10144739598035812,
0.01055807713419199,
0.08776070922613144,
0.0114256227388978,
0.12876932322978973,
-0.28903886675834656,
-0.08588558435440063,
0.03869457542896271,
0.11011682450771332,
0.16530954837799072,
-0.06845790892839432,
0.030974213033914566,
-0.010217222385108471,
0.008566026575863361,
0.1920604258775711,
-0.1281014233827591,
0.07584178447723389,
-0.011988331563770771,
0.02463126741349697,
0.011809511110186577,
-0.06460243463516235,
0.18710149824619293,
-0.054645802825689316,
0.0607931911945343,
0.0401572585105896,
-0.1046372726559639,
0.04655724763870239,
-0.06982731819152832,
0.04784007370471954,
-0.05209703370928764,
0.10213629901409149,
0.012541775591671467,
0.02052053064107895,
-0.09630676358938217,
0.014441266655921936,
-0.09436842799186707,
-0.06880168616771698,
-0.10351194441318512,
0.09550550580024719,
0.01896953396499157,
-0.02394590899348259,
-0.01022217608988285,
0.04942737892270088,
0.07287869602441788,
0.4092879593372345,
-0.008921856060624123,
0.016434678807854652,
0.15972517430782318,
0.1309555619955063,
-0.04120678827166557,
0.0873878225684166,
-0.12061405926942825,
0.039848443120718,
0.11491687595844269,
0.0096919946372509,
0.10750503093004227,
0.0612180195748806,
-0.12020646780729294,
0.01873878762125969,
0.00035935716005042195,
-0.2004137486219406,
-0.06197982653975487,
-0.01611304096877575,
0.037632282823324203,
-0.11722009629011154,
0.01335548609495163,
0.13389073312282562,
-0.08387843519449234,
0.022326096892356873,
-0.002683275146409869,
0.0615348145365715,
-0.09970198571681976,
0.14651626348495483,
0.06036118045449257,
0.0720028281211853,
-0.05158468708395958,
0.06824558973312378,
0.032094575464725494,
0.012100985273718834,
0.053250521421432495,
-0.050496459007263184,
-0.09511440247297287,
-0.0052253776229918,
-0.028251854702830315,
-0.110383041203022,
0.13647231459617615,
-0.029924508184194565,
-0.061010200530290604,
-0.11168866604566574,
-0.0360393226146698,
0.16602663695812225,
0.03155583515763283,
0.09644534438848495,
0.010742425918579102,
0.007566675543785095,
-0.12397496402263641,
0.11207523196935654,
-0.019041800871491432,
0.03726077079772949,
-0.09822499006986618,
0.07996278256177902,
-0.05764174088835716,
0.07136949151754379,
-0.025471797212958336,
0.016483118757605553,
-0.22039614617824554,
-0.009673180058598518,
-0.05601808428764343,
0.05946439132094383,
0.020165789872407913,
0.03214492276310921,
0.00990239903330803,
0.029164288192987442,
-0.022160552442073822,
0.04085671529173851,
-0.00983466301113367,
-0.015057528391480446,
0.04399453476071358,
0.0041761621832847595,
-0.03659864887595177,
-0.08159669488668442,
0.055129341781139374,
-0.10998860746622086,
0.014124339446425438,
0.02861875668168068,
-0.04663155600428581,
0.07021445780992508,
-0.02256898395717144,
0.0496259443461895,
0.07333696633577347,
0.0654931515455246,
0.014988775365054607,
-0.14095370471477509,
0.009365539066493511,
-0.006882390473037958,
-0.033630188554525375,
0.06055046617984772,
0.1394769251346588,
-0.03086850792169571,
-0.08246345818042755,
-0.07755771279335022,
0.006276061292737722,
-0.04196501523256302,
0.0191482026129961,
0.14249037206172943,
0.05751454830169678,
0.08612441271543503,
-0.1148110181093216,
-0.01176232099533081,
-0.14255918562412262,
-0.07926549762487411,
0.03494182229042053,
-0.09145275503396988,
-0.07878956943750381,
-0.018806656822562218,
0.08939708024263382,
0.002568715950474143,
0.11328662931919098,
-0.09554744511842728,
-0.06891366839408875,
-0.05854734405875206,
-0.19724692404270172,
-0.07837703078985214,
0.04987431317567825,
0.246760755777359,
0.0045059178955852985,
-0.03812098130583763,
-0.09703458100557327,
-0.02349756844341755,
0.07151975482702255,
0.1308777928352356,
0.06363474577665329,
0.06477835774421692,
-0.08369746059179306,
0.07532835006713867,
0.02640213817358017,
-0.014779064804315567,
0.17266568541526794,
0.2681441903114319,
-0.06313236057758331,
0.005358603782951832,
-0.08395630121231079,
0.08168482780456543,
0.019763022661209106,
-0.148115336894989,
-0.017936229705810547,
-0.06920868903398514,
-0.1626145988702774,
-0.10311304032802582,
-0.012017077766358852,
-0.08733034133911133,
-0.10428893566131592,
-0.012437877245247364,
-0.11432313919067383,
-0.07239431142807007,
0.0838865414261818,
0.04202507808804512,
-0.04837341606616974,
0.1698576658964157,
-0.03602716699242592,
0.05864778161048889,
-0.0026858889032155275,
0.01830110512673855,
-0.018635263666510582,
-0.017072509974241257,
-0.09851109236478806,
0.15025636553764343,
-0.0006186099490150809,
0.07650356739759445,
0.018775181844830513,
0.09651608765125275,
0.034223273396492004,
-0.016742726787924767,
-0.07738566398620605,
0.003167268820106983,
-0.006767109502106905,
-0.023066231980919838,
0.08896780014038086,
0.08260224014520645,
-0.057777781039476395,
-0.057728204876184464,
-0.008272958919405937,
-0.04525470733642578,
-0.03484216704964638,
-0.1243533343076706,
0.25449711084365845,
-0.06947210431098938,
0.10441271215677261,
0.03672086074948311,
-0.05805361643433571,
-0.05876252055168152,
0.12540899217128754,
0.09042776376008987,
-0.12567272782325745,
0.0177399180829525,
0.05094769597053528,
-0.003041110699996352,
-0.09399772435426712,
0.13146615028381348,
0.06793402135372162,
-0.054346855729818344,
0.01776904985308647,
0.00009553554264130071,
-0.036889102309942245,
0.0005316951428540051,
-0.014822262339293957,
-0.023196056485176086,
-0.010137795470654964,
0.017641115933656693,
-0.136239692568779,
-0.03449640050530434,
-0.06804713606834412,
-0.09299885481595993,
0.1497022956609726,
-0.17686374485492706,
-0.0897689163684845,
-0.028385216370224953,
-0.06229052320122719,
-0.109866201877594,
0.013378940522670746,
-0.11749108135700226,
0.07514907419681549,
0.07186426222324371,
-0.04870419204235077,
0.05343202129006386,
-0.012872816063463688,
-0.013135155662894249,
0.04645434767007828,
0.11309162527322769,
0.014014290645718575,
0.11687298119068146,
0.11229795962572098,
-0.04363593831658363,
-0.06454213708639145,
0.12016688287258148,
0.062460362911224365,
-0.046488456428050995,
-0.10419467836618423,
0.043357279151678085,
-0.019871322438120842,
0.14421041309833527,
0.057327497750520706,
-0.024010660126805305,
0.006272983271628618,
-0.1416814923286438,
-0.037201546132564545,
-0.10514992475509644,
-0.05009825900197029,
-0.07520604878664017,
0.11394844949245453,
0.1379707008600235,
-0.08996499329805374,
0.036502912640571594,
-0.01771865040063858,
0.03427800163626671,
-0.04212893173098564,
0.06790705770254135,
0.04060879722237587,
-0.13609839975833893,
0.053675100207328796,
-0.06264201551675797,
0.04543508589267731,
-0.28094160556793213,
0.015716232359409332,
-0.03876325488090515,
-0.02231832779943943,
-0.051394034177064896,
0.12338081002235413,
-0.007593692280352116,
0.027518343180418015,
-0.07126767188310623,
-0.18664811551570892,
-0.07402090728282928,
0.13775770366191864,
0.018925873562693596,
-0.10149098932743073
] |
null | null | null | The model for https://github.com/fastnlp/fastHan 1.x version. | {"license": "apache-2.0"} | null | fdugzc/fasthan_base | [
"license:apache-2.0",
"region:us"
] | 2023-11-11T04:46:19+00:00 | [] | [] | TAGS
#license-apache-2.0 #region-us
| The model for URL 1.x version. | [] | [
"TAGS\n#license-apache-2.0 #region-us \n"
] | [
14
] | [
"passage: TAGS\n#license-apache-2.0 #region-us \n"
] | [
-0.014972950331866741,
0.1377405971288681,
-0.008658665232360363,
-0.026387644931674004,
-0.06495039910078049,
0.02879125252366066,
0.153837651014328,
0.10483942180871964,
0.1256849616765976,
-0.0962781235575676,
0.15542295575141907,
0.06252618134021759,
0.01139750611037016,
0.01549961045384407,
0.010183668695390224,
-0.10781864821910858,
0.10650338232517242,
-0.03490327671170235,
-0.0707244873046875,
0.013394840992987156,
0.033960238099098206,
0.01981612667441368,
-0.023830559104681015,
-0.012257595546543598,
0.01112176850438118,
0.0037393702659755945,
0.07398658245801926,
-0.03678586333990097,
0.0712570771574974,
-0.0307270847260952,
0.04963022843003273,
0.037079621106386185,
-0.007749613840132952,
-0.26644203066825867,
0.0024822098203003407,
-0.024022065103054047,
-0.07085459679365158,
0.029720399528741837,
0.013389789499342442,
0.01578286662697792,
0.00231059524230659,
0.07178761065006256,
-0.05940864980220795,
0.031044602394104004,
-0.10492347925901413,
-0.29222142696380615,
-0.17006294429302216,
0.01744023710489273,
0.06068360060453415,
0.05476497858762741,
0.09300920367240906,
0.11550862342119217,
-0.14644485712051392,
-0.044547248631715775,
0.07099119573831558,
-0.3628372251987457,
0.050203535705804825,
0.08580845594406128,
-0.01402231678366661,
0.057996317744255066,
0.02550811693072319,
0.06553854793310165,
0.10383764654397964,
-0.038684334605932236,
-0.08282918483018875,
-0.048850782215595245,
-0.07356837391853333,
0.10531846433877945,
-0.00149822561070323,
-0.12009333074092865,
0.345758318901062,
0.07138761878013611,
-0.013982822187244892,
0.1401686668395996,
-0.03401775285601616,
0.08242715895175934,
0.00856063887476921,
0.07128778845071793,
0.11027930676937103,
0.21097713708877563,
0.1913771778345108,
-0.10426254570484161,
-0.16983820497989655,
-0.05970091372728348,
-0.17783339321613312,
0.02624516934156418,
0.006967680528759956,
0.1441962569952011,
-0.15566711127758026,
-0.007344068959355354,
-0.08945375680923462,
-0.05843057110905647,
-0.052450742572546005,
-0.06543421745300293,
0.15477518737316132,
0.08793632686138153,
-0.09496267139911652,
0.12857593595981598,
0.16295284032821655,
0.27066588401794434,
0.0397113561630249,
0.0019443186465650797,
-0.1110435351729393,
0.16749770939350128,
-0.07042741030454636,
0.013758119195699692,
0.11881717294454575,
0.07653947174549103,
0.10706596076488495,
-0.16501086950302124,
0.12452162802219391,
-0.016609763726592064,
-0.11789992451667786,
-0.018261663615703583,
-0.1484517753124237,
0.16352272033691406,
0.06240275129675865,
-0.10497567802667618,
-0.06494749337434769,
0.07674259692430496,
0.11038123816251755,
-0.04079411178827286,
-0.009143678471446037,
-0.015199431218206882,
0.01051195990294218,
-0.009426284581422806,
0.027398476377129555,
0.04705727845430374,
0.058609262108802795,
0.0033366302959620953,
-0.07381071150302887,
-0.020023247227072716,
0.003280751407146454,
0.1267043501138687,
0.1569293588399887,
-0.05185375362634659,
0.04033694788813591,
-0.06643003970384598,
-0.15634682774543762,
0.033434003591537476,
0.08608060330152512,
0.0321158766746521,
-0.007054667454212904,
0.10480355471372604,
0.0473899245262146,
-0.004594990983605385,
-0.090055912733078,
-0.06355541944503784,
-0.08356712758541107,
0.04190095514059067,
-0.11996523290872574,
-0.0058386498130857944,
-0.25945019721984863,
0.00316249905154109,
-0.1388063281774521,
0.0704830139875412,
0.04737875238060951,
-0.11123143136501312,
-0.11911641061306,
0.18649786710739136,
-0.07714612036943436,
0.055908672511577606,
-0.05615519732236862,
-0.008492839522659779,
-0.03699778765439987,
0.06682316213846207,
-0.14747841656208038,
-0.0005399030051194131,
0.18717823922634125,
-0.14897091686725616,
-0.183698832988739,
0.007495424710214138,
0.03250853717327118,
0.014232120476663113,
0.028690440580248833,
0.30018556118011475,
-0.04365801066160202,
-0.022711357101798058,
0.14066553115844727,
0.16189178824424744,
-0.0973799079656601,
-0.2718583643436432,
0.14789041876792908,
-0.18816958367824554,
-0.19481199979782104,
0.02703963965177536,
-0.10175284743309021,
0.06735242903232574,
0.0434052050113678,
-0.12173084169626236,
-0.040761545300483704,
-0.06889492273330688,
-0.03939614072442055,
-0.04728172346949577,
0.01916317269206047,
-0.06263907253742218,
0.06502450257539749,
-0.0881565511226654,
0.0690668523311615,
0.1269703209400177,
0.08447451889514923,
-0.026536764577031136,
0.009126527234911919,
0.025589320808649063,
0.017330490052700043,
-0.03833708539605141,
0.01929517462849617,
0.01688491925597191,
-0.09582766890525818,
0.07343678176403046,
0.10080436617136002,
0.0517999529838562,
-0.10638647526502609,
0.023197486996650696,
0.03179466351866722,
0.0024750155862420797,
0.0694531574845314,
0.06032438576221466,
-0.10287857055664062,
0.06489933282136917,
-0.0037468012887984514,
0.0518820621073246,
0.07478269934654236,
-0.022493045777082443,
0.020172767341136932,
-0.044141460210084915,
-0.04319985210895538,
0.08567604422569275,
-0.019361646845936775,
-0.08695904165506363,
0.02959357015788555,
0.005028232932090759,
0.10603106021881104,
0.04762826859951019,
-0.10406646132469177,
0.16851206123828888,
0.03276379778981209,
0.14172857999801636,
0.16983027756214142,
-0.05003548413515091,
0.13265447318553925,
-0.018061332404613495,
0.011779023334383965,
-0.027860842645168304,
0.08203933387994766,
0.013741283677518368,
-0.0884268656373024,
0.010677173733711243,
-0.0012559969909489155,
-0.04808245599269867,
0.026862075552344322,
-0.05627221614122391,
-0.11836695671081543,
-0.059314463287591934,
-0.028883814811706543,
0.22526615858078003,
-0.10537033528089523,
0.12464691698551178,
0.5217018723487854,
0.024548746645450592,
0.047969620674848557,
-0.16087572276592255,
-0.06556912511587143,
-0.03724734112620354,
0.01234061736613512,
-0.03181084617972374,
0.13119523227214813,
-0.06553105264902115,
0.03862816467881203,
0.0817440003156662,
0.07771708816289902,
0.04734378680586815,
-0.17659273743629456,
-0.12391189485788345,
0.0027862393762916327,
-0.06264690309762955,
-0.1301562488079071,
-0.015394099988043308,
-0.11034313589334488,
0.036011673510074615,
0.015018938109278679,
-0.09842728823423386,
0.16451223194599152,
-0.03630390390753746,
-0.045461565256118774,
0.04944632574915886,
-0.2314302921295166,
-0.0839247852563858,
-0.12943525612354279,
-0.03678453713655472,
-0.023447291925549507,
0.016634400933980942,
0.09078312665224075,
-0.055623311549425125,
-0.0538143664598465,
0.03897318243980408,
-0.08703092485666275,
-0.05625670403242111,
-0.015357088297605515,
0.04862850904464722,
0.08293753117322922,
0.04238975793123245,
-0.10195945203304291,
-0.04045995697379112,
-0.002702324651181698,
-0.01255359873175621,
0.033146876841783524,
-0.07412629574537277,
0.0853082686662674,
0.11064175516366959,
0.049554772675037384,
0.03361808881163597,
-0.0033064892049878836,
0.07316921651363373,
-0.013150024227797985,
-0.06427362561225891,
0.1754506230354309,
-0.014537261798977852,
0.052527204155921936,
0.1614663302898407,
0.06942721456289291,
-0.08693967014551163,
-0.016334567219018936,
-0.05160483345389366,
-0.11219155788421631,
-0.313568115234375,
-0.0514010526239872,
-0.0697566568851471,
0.10370723158121109,
0.016293581575155258,
0.11431120336055756,
0.11805130541324615,
0.05553880333900452,
0.02477053552865982,
-0.030986998230218887,
-0.013935171999037266,
-0.008552669547498226,
0.14244908094406128,
-0.040016934275627136,
-0.025634407997131348,
-0.16582822799682617,
0.05352972075343132,
0.19532184302806854,
0.17346875369548798,
0.16141186654567719,
0.2949795722961426,
0.1219889223575592,
0.1499485820531845,
0.20596453547477722,
0.03277221694588661,
0.08221390843391418,
0.06475520879030228,
0.0147244893014431,
-0.07361224293708801,
-0.02132425457239151,
-0.0358458049595356,
0.09254280477762222,
-0.020926684141159058,
-0.1894368976354599,
0.04358299449086189,
-0.20253854990005493,
0.04529424384236336,
0.1325015276670456,
0.10060963034629822,
0.0372280478477478,
0.12041204422712326,
0.10496384650468826,
0.07236151397228241,
0.02265322208404541,
0.155935138463974,
-0.10047086328268051,
-0.04170655459165573,
0.10314960777759552,
0.03088374249637127,
0.08923831582069397,
0.05249778553843498,
0.024546442553400993,
-0.09486964344978333,
-0.18898503482341766,
0.08735544979572296,
0.15138362348079681,
-0.18271131813526154,
0.25446999073028564,
0.007140269037336111,
-0.10152944922447205,
-0.04616072401404381,
-0.034160908311605453,
0.07485716044902802,
0.1744716465473175,
0.09998820722103119,
0.07455950975418091,
-0.2311946600675583,
0.06371928006410599,
-0.0805746391415596,
0.03850121796131134,
0.009798256680369377,
-0.0012644194066524506,
-0.1523386389017105,
-0.06277230381965637,
0.03955406695604324,
0.028464701026678085,
0.16074317693710327,
-0.09644434601068497,
-0.07261957228183746,
0.0019746189936995506,
0.14707164466381073,
-0.027826759964227676,
-0.12161600589752197,
0.07778380811214447,
0.026536058634519577,
0.10129949450492859,
-0.046719279140233994,
0.01687805913388729,
-0.0395737923681736,
-0.22956150770187378,
0.06549007445573807,
-0.02001434937119484,
0.016561396420001984,
-0.057295773178339005,
-0.095908522605896,
-0.09420177340507507,
-0.1935003399848938,
0.09841206669807434,
-0.0820716917514801,
0.02724429965019226,
-0.03322573006153107,
0.12508079409599304,
-0.09227079153060913,
0.022051848471164703,
0.002473256317898631,
-0.0009367846651002765,
-0.0559639148414135,
-0.12471262365579605,
0.08924731612205505,
-0.02971985563635826,
-0.0013593619223684072,
-0.004879474639892578,
-0.037194594740867615,
0.05458180233836174,
0.06104811653494835,
-0.09029456228017807,
0.17284651100635529,
0.304045170545578,
-0.06797412037849426,
0.21419626474380493,
0.3437173664569855,
-0.12620802223682404,
-0.22579985857009888,
-0.2027367204427719,
-0.287395715713501,
-0.1499757170677185,
0.09507355093955994,
-0.18301111459732056,
0.10197417438030243,
0.19583699107170105,
-0.1618303805589676,
0.17492994666099548,
-0.18311083316802979,
-0.021827004849910736,
0.20329692959785461,
-0.06383024156093597,
0.3788199722766876,
-0.11906247586011887,
-0.10778811573982239,
-0.09945111721754074,
-0.1618940234184265,
0.10558515042066574,
-0.18797975778579712,
0.02240607887506485,
0.03505697101354599,
-0.06375153362751007,
-0.049790963530540466,
-0.018343381583690643,
0.24272295832633972,
-0.001803387189283967,
0.0726020559668541,
-0.07976466417312622,
0.016474680975079536,
0.1855529397726059,
-0.05465783178806305,
0.036813490092754364,
-0.15827761590480804,
-0.028589751571416855,
-0.009538229554891586,
0.037033237516880035,
-0.03485805541276932,
0.07510014623403549,
0.0011767554096877575,
-0.07188761979341507,
-0.0968698114156723,
-0.021874895319342613,
-0.04847799241542816,
-0.005289438646286726,
0.26872649788856506,
0.076040118932724,
-0.053988635540008545,
0.10166085511445999,
-0.0624149851500988,
-0.1741536259651184,
0.016763299703598022,
-0.10044022649526596,
-0.07138258218765259,
0.0554080568253994,
-0.24670164287090302,
0.034909263253211975,
0.05687393248081207,
-0.06160387769341469,
0.03683772310614586,
0.05927642062306404,
-0.09550898522138596,
-0.021464845165610313,
0.12709221243858337,
-0.0498422347009182,
-0.0725388154387474,
0.06216653808951378,
0.1259109526872635,
0.11850999295711517,
0.0343933068215847,
0.07898429036140442,
0.04615308716893196,
0.00829920545220375,
0.021227914839982986,
0.07433275133371353,
-0.17039799690246582,
-0.05188438296318054,
0.05058757960796356,
-0.02595781534910202,
-0.1195429265499115,
0.25599008798599243,
0.024486735463142395,
-0.03208741545677185,
-0.03641199693083763,
0.034413471817970276,
-0.05278664082288742,
-0.09139014035463333,
-0.055758245289325714,
-0.012565652839839458,
-0.09509796649217606,
-0.18549469113349915,
0.037074074149131775,
-0.09632396697998047,
-0.031133420765399933,
-0.03407083451747894,
0.1050528809428215,
0.10973811894655228,
0.0608430951833725,
-0.035467516630887985,
0.16503585875034332,
-0.08250437676906586,
-0.18473856151103973,
-0.014520380645990372,
-0.04597662389278412,
-0.2016236037015915,
0.02965214103460312,
0.06940829008817673,
-0.013816002756357193,
-0.046515315771102905,
-0.05482683703303337,
0.08873733133077621,
-0.2119728922843933,
0.016329854726791382,
-0.08455836027860641,
0.001034914399497211,
0.0714198648929596,
-0.0625232607126236,
-0.02158266305923462,
0.019058139994740486,
-0.16247235238552094,
-0.057285383343696594,
-0.010741667822003365,
0.05505165457725525,
-0.10866090655326843,
-0.059575166553258896,
0.13569991290569305,
0.05747954174876213,
0.09156093001365662,
0.08844062685966492,
0.012601320631802082,
0.14171354472637177,
-0.1320880800485611,
-0.07235664874315262,
0.07277880609035492,
0.03337378427386284,
-0.02606162242591381,
0.016614673659205437,
-0.08515988290309906,
0.08969198167324066,
-0.07962571084499359,
0.01820359006524086,
-0.060848966240882874,
-0.13395224511623383,
-0.14613622426986694,
-0.008169831708073616,
-0.17318809032440186,
0.04386909306049347,
-0.1962924599647522,
0.20117418467998505,
0.049670200794935226,
0.11739125847816467,
0.09586193412542343,
0.0011940872063860297,
0.02116451971232891,
0.03084888681769371,
-0.038015320897102356,
-0.06214485689997673,
-0.1336703896522522,
-0.034515380859375,
-0.14342233538627625,
-0.05508563295006752,
0.3311520218849182,
-0.04312245175242424,
-0.13223427534103394,
0.05347722768783569,
0.08347365260124207,
0.016498390585184097,
0.023317286744713783,
0.24889890849590302,
0.04722274839878082,
0.01573793776333332,
-0.13385194540023804,
-0.026428358629345894,
0.01794368028640747,
-0.16727277636528015,
0.06783340871334076,
0.09281940758228302,
0.16844220459461212,
0.05829422175884247,
0.05544407665729523,
-0.019741542637348175,
-0.05980636551976204,
-0.07777530699968338,
0.14353948831558228,
0.032101042568683624,
0.07295279204845428,
0.09418365359306335,
0.159424290060997,
-0.01132612582296133,
0.011219488456845284,
-0.048546407371759415,
0.018409814685583115,
-0.15742093324661255,
-0.13183769583702087,
0.0072431364096701145,
-0.15321512520313263,
0.010697826743125916,
0.011604762636125088,
0.031117310747504234,
0.2556179463863373,
0.040744051337242126,
-0.06757266819477081,
-0.061626169830560684,
-0.15643614530563354,
-0.04558565840125084,
-0.04036465659737587,
-0.007026704493910074,
-0.038584496825933456,
-0.04671114683151245,
-0.11182798445224762,
-0.0216030515730381,
-0.08770470321178436,
-0.06560606509447098,
0.03681713715195656,
0.030047502368688583,
0.026680879294872284,
-0.10008109360933304,
-0.026802673935890198,
-0.08784958720207214,
0.040374286472797394,
0.0004315301775932312,
0.18315750360488892,
0.03631989657878876,
0.0276914332062006,
0.1346033811569214,
0.07949449867010117,
-0.04593978822231293,
-0.1404203623533249,
-0.04276864603161812,
0.050976864993572235,
-0.04557491093873978,
0.06821722537279129,
-0.047834381461143494,
-0.008090421557426453,
-0.03426219895482063,
0.22107382118701935,
0.2087077796459198,
-0.07518038153648376,
-0.0023365700617432594,
-0.04285150393843651,
0.01813213713467121,
0.007908736355602741,
0.15072014927864075,
0.0591626912355423,
0.10565771162509918,
-0.0679246187210083,
-0.012176652438938618,
-0.016756610944867134,
0.013343945145606995,
-0.18723566830158234,
0.07582846283912659,
-0.030456462875008583,
-0.11726406216621399,
-0.038775019347667694,
0.12641341984272003,
-0.06347712874412537,
0.09165021777153015,
0.09027697890996933,
-0.029973473399877548,
0.027466343715786934,
0.0041959225200116634,
0.20493634045124054,
0.02617124654352665,
0.048617783933877945,
-0.1167941614985466,
-0.09022688120603561,
0.04032917320728302,
0.00874406099319458,
-0.3118123412132263,
-0.1954881250858307,
0.10563000291585922,
0.06715425848960876,
0.2813838720321655,
0.0376100093126297,
0.04810243472456932,
0.015465166419744492,
0.07121489197015762,
-0.12309351563453674,
0.13339413702487946,
0.046601615846157074,
-0.01129146758466959,
-0.11312273144721985,
-0.22528712451457977,
-0.08437834680080414,
-0.05826718360185623,
0.07650711387395859,
0.06533077359199524,
0.0024006948806345463,
0.1862800121307373,
-0.0665736049413681,
-0.02629813738167286,
-0.025829114019870758,
-0.15687870979309082,
0.03671088442206383,
-0.06590475142002106,
-0.042691074311733246,
-0.0751107782125473,
-0.03413062542676926,
-0.023224810138344765,
0.055103402584791183,
-0.24346224963665009,
-0.05677183344960213,
0.2217833697795868,
0.021673565730452538,
0.14538446068763733,
0.02648567035794258,
0.03698272630572319,
-0.035830456763505936,
-0.04817749559879303,
0.054671525955200195,
-0.08730608224868774,
0.004225281998515129,
0.10913265496492386,
-0.03198149800300598,
0.021041326224803925,
-0.1597670465707779,
0.046472933143377304,
-0.043475229293107986,
-0.005544837564229965,
-0.0814170315861702
] |
null | null | null | Because of the effects that are applied on the voice of the original, the model is not well suited to singing
**Dataset Amount**: ~20:40 minutes
**Steps**: 35400
**Batch File Size**: 8
**Training time**: 5 hours
**Creator**: Grausamkeeit (Me)
**Voice Actor**: Sergey Kunitsky
**Сharacter from**: League of Legends
Do not upload this model anywhere without my permission. Private messages are always open so write me and I will reply for sure. | {"language": ["ru"], "license": "cc-by-nc-nd-4.0"} | null | Grausamkeeit/Jhin_RU | [
"ru",
"license:cc-by-nc-nd-4.0",
"region:us"
] | 2023-11-11T04:51:15+00:00 | [] | [
"ru"
] | TAGS
#ru #license-cc-by-nc-nd-4.0 #region-us
| Because of the effects that are applied on the voice of the original, the model is not well suited to singing
Dataset Amount: ~20:40 minutes
Steps: 35400
Batch File Size: 8
Training time: 5 hours
Creator: Grausamkeeit (Me)
Voice Actor: Sergey Kunitsky
Сharacter from: League of Legends
Do not upload this model anywhere without my permission. Private messages are always open so write me and I will reply for sure. | [] | [
"TAGS\n#ru #license-cc-by-nc-nd-4.0 #region-us \n"
] | [
21
] | [
"passage: TAGS\n#ru #license-cc-by-nc-nd-4.0 #region-us \n"
] | [
0.008144818246364594,
0.0020714912097901106,
-0.0071177720092237,
-0.017081206664443016,
-0.040562838315963745,
0.0647023543715477,
0.12981367111206055,
0.009041914716362953,
0.17830269038677216,
-0.003276123432442546,
0.1680467575788498,
0.012984532862901688,
0.0028987384866923094,
0.020979778841137886,
-0.007559879217296839,
-0.0518299825489521,
0.05358303710818291,
-0.011529767885804176,
0.028224658221006393,
0.0357513353228569,
0.029551006853580475,
-0.01836935430765152,
0.005362708121538162,
-0.03606516495347023,
-0.13419145345687866,
0.02560686133801937,
0.0718676820397377,
-0.03300879895687103,
0.07614694535732269,
-0.02992551028728485,
0.11681706458330154,
0.12562453746795654,
0.0033201395999640226,
-0.20451734960079193,
0.0032519178930670023,
-0.081219881772995,
-0.18393708765506744,
0.021907644346356392,
0.05515588819980621,
0.08352398127317429,
0.16286225616931915,
0.09581425040960312,
-0.10007800906896591,
0.04912416636943817,
-0.18568792939186096,
-0.16657701134681702,
-0.11046909540891647,
0.07433628290891647,
0.0436929352581501,
0.09068779647350311,
0.05392861366271973,
0.08818262815475464,
-0.21242691576480865,
-0.043581847101449966,
0.01634800434112549,
-0.39840543270111084,
0.05318700149655342,
0.2840252220630646,
0.00579975126311183,
0.1496262550354004,
-0.020162198692560196,
0.08872911334037781,
0.07361554354429245,
-0.025543656200170517,
-0.11544169485569,
-0.07310812920331955,
0.050708189606666565,
0.11752704530954361,
-0.0310419462621212,
-0.05134100466966629,
0.3106495141983032,
0.03657916933298111,
0.009504600428044796,
0.15298719704151154,
0.005012152716517448,
-0.0913335308432579,
0.016551846638321877,
0.04494312405586243,
0.02521190233528614,
0.16828538477420807,
0.10774067789316177,
0.024143412709236145,
-0.16736213862895966,
-0.0496358685195446,
-0.16568177938461304,
-0.004246280994266272,
-0.014119801111519337,
0.1137772724032402,
-0.1028861403465271,
-0.0030583227053284645,
-0.1887945532798767,
-0.0037444268818944693,
-0.0619453527033329,
-0.06999729573726654,
0.07280252873897552,
0.01606886088848114,
-0.0746350884437561,
0.20090307295322418,
0.09900188446044922,
0.1284284144639969,
-0.09328853338956833,
-0.013119460083544254,
-0.053154587745666504,
0.18377679586410522,
-0.078248530626297,
-0.02264481782913208,
0.05197343975305557,
0.16783413290977478,
0.019200250506401062,
-0.19397495687007904,
0.0036686849780380726,
-0.010599198751151562,
-0.1808958798646927,
-0.045816823840141296,
-0.21070489287376404,
0.14695090055465698,
-0.08608422428369522,
-0.08980913460254669,
-0.07266628742218018,
0.08756324648857117,
0.20403434336185455,
0.048523589968681335,
-0.02683843858540058,
0.0601431168615818,
0.03313727676868439,
-0.06953795254230499,
-0.06739398837089539,
0.00442534638568759,
0.11660556495189667,
0.0992109477519989,
-0.1317255049943924,
-0.013544187881052494,
-0.0008798101334832609,
0.019383110105991364,
0.13901439309120178,
-0.08140650391578674,
0.02897743694484234,
-0.16027946770191193,
-0.0031878340523689985,
0.03635604679584503,
-0.04084113985300064,
-0.017872575670480728,
0.09892953932285309,
0.06990224868059158,
0.00406114524230361,
-0.025409827008843422,
-0.05154700204730034,
-0.18880073726177216,
-0.07792031019926071,
0.06930050253868103,
-0.0693802461028099,
0.011469605378806591,
-0.23752029240131378,
-0.044562049210071564,
-0.12900274991989136,
0.03906853497028351,
0.07110117375850677,
-0.11239704489707947,
-0.12873798608779907,
0.0917690098285675,
-0.02577272802591324,
-0.027231821790337563,
-0.10391627997159958,
-0.03687433525919914,
-0.0531403012573719,
0.07187149673700333,
-0.132181316614151,
-0.03406372293829918,
0.13755030930042267,
-0.147253155708313,
-0.1144404411315918,
0.005367319565266371,
0.04398591071367264,
-0.015511956997215748,
-0.005400747060775757,
0.2830488085746765,
0.024345917627215385,
-0.11617456376552582,
0.004805677104741335,
0.15029005706310272,
-0.09081584960222244,
-0.2578698992729187,
0.11503356695175171,
-0.12874917685985565,
-0.16066338121891022,
0.01336458045989275,
-0.10572978854179382,
0.0460515171289444,
-0.03667963668704033,
-0.08882638812065125,
0.005292447283864021,
-0.01673704944550991,
0.028668923303484917,
-0.021213877946138382,
0.044662684202194214,
-0.05093889683485031,
0.0423969067633152,
-0.16085559129714966,
0.03456142544746399,
0.0831887274980545,
0.04111446812748909,
-0.09686053544282913,
0.06122179329395294,
0.011933100409805775,
0.006638729944825172,
-0.04111706092953682,
-0.06279303878545761,
0.04228333383798599,
0.04921046271920204,
0.1123301312327385,
0.1633005291223526,
0.02536650374531746,
-0.03174573928117752,
0.00014841675874777138,
0.019385075196623802,
-0.052038442343473434,
0.028699761256575584,
0.06715510040521622,
-0.07037238776683807,
0.06096693128347397,
0.006146738305687904,
-0.05510001629590988,
-0.1273135393857956,
-0.05105677619576454,
0.22322002053260803,
-0.06474617123603821,
-0.044563960283994675,
0.0859898030757904,
-0.07521820813417435,
0.0667562261223793,
0.03495311364531517,
0.07930254936218262,
0.13257716596126556,
0.002735000802204013,
-0.11563561111688614,
0.17086158692836761,
0.026198236271739006,
0.1546458601951599,
0.14331939816474915,
-0.06396797299385071,
0.02088036574423313,
-0.0007592849433422089,
0.012120775878429413,
-0.005362864583730698,
0.09332755953073502,
0.004261327441781759,
0.0039912136271595955,
-0.049218762665987015,
-0.016789793968200684,
-0.01929004117846489,
0.08120284974575043,
0.014132802374660969,
-0.06336209177970886,
-0.09100301563739777,
0.038261398673057556,
0.260474294424057,
-0.07979917526245117,
0.11855470389127731,
0.46952804923057556,
0.029266083613038063,
0.07460463792085648,
-0.08429697155952454,
-0.029063643887639046,
-0.0762319266796112,
0.04461899399757385,
0.006306875962764025,
0.14503493905067444,
0.05222202464938164,
0.01985444873571396,
0.042101550847291946,
0.033034101128578186,
0.06627794355154037,
-0.17644385993480682,
-0.16106045246124268,
-0.042660973966121674,
-0.06715628504753113,
-0.21903303265571594,
0.09381909668445587,
-0.09411941468715668,
0.041852351278066635,
0.006360956467688084,
-0.18163226544857025,
0.16236647963523865,
-0.04225792735815048,
-0.07671584188938141,
0.10213851928710938,
-0.21423457562923431,
-0.129805788397789,
-0.1760840266942978,
-0.07728374749422073,
-0.009526140987873077,
0.028227005153894424,
0.02211582474410534,
-0.11666134744882584,
-0.06169770285487175,
0.023484494537115097,
-0.09373188763856888,
-0.11723479628562927,
-0.037579286843538284,
0.003853875445201993,
0.1225108876824379,
-0.03076675347983837,
-0.06349166482686996,
-0.039906974881887436,
-0.026014482602477074,
-0.035492271184921265,
0.10823321342468262,
-0.09390003979206085,
0.1410367637872696,
0.17545843124389648,
0.02618522383272648,
0.04979241266846657,
-0.041124649345874786,
0.05003676563501358,
-0.040419165045022964,
-0.10410318523645401,
0.09189172834157944,
-0.0035848678089678288,
0.02388746105134487,
0.1900421530008316,
0.1164635494351387,
-0.08484040945768356,
-0.01490924321115017,
-0.13995543122291565,
-0.12437588721513748,
-0.22483688592910767,
-0.10284395515918732,
-0.09438659995794296,
0.1474333554506302,
0.010066110640764236,
0.1007547602057457,
0.07700924575328827,
0.029733503237366676,
0.10589912533760071,
-0.05950360745191574,
0.011615344323217869,
0.0039054241497069597,
0.18171530961990356,
-0.03664558380842209,
-0.014481824822723866,
-0.1386594921350479,
0.0810939222574234,
0.14891844987869263,
0.11449046432971954,
0.1870535910129547,
0.29927387833595276,
0.17250390350818634,
0.15270423889160156,
0.2582392990589142,
0.18248777091503143,
0.0038649635389447212,
0.08993814140558243,
-0.02969326451420784,
0.028874633833765984,
-0.05859167128801346,
0.086001455783844,
0.049528323113918304,
-0.001646598568186164,
-0.23885604739189148,
0.059326667338609695,
-0.22839824855327606,
0.02388884872198105,
-0.05089864134788513,
0.14626279473304749,
-0.09397012740373611,
0.07985824346542358,
0.0035205720923841,
0.1734376847743988,
0.027715174481272697,
0.1618538349866867,
-0.0037005089689046144,
0.01585373468697071,
0.001000130781903863,
0.03260553255677223,
0.03734561800956726,
0.06668560951948166,
0.05145208537578583,
0.01145701203495264,
-0.13510097563266754,
0.0636753961443901,
0.10262105613946915,
-0.1537838876247406,
0.2737070620059967,
0.013924314640462399,
-0.10208168625831604,
0.013071312569081783,
-0.09732171148061752,
-0.009903687983751297,
0.2379254698753357,
0.12330564856529236,
0.0664849653840065,
-0.30442342162132263,
-0.15368317067623138,
-0.03526937961578369,
0.008626488968729973,
0.14644695818424225,
-0.030118804425001144,
-0.12991420924663544,
-0.015653930604457855,
0.0544448085129261,
0.02838009037077427,
0.08798568695783615,
-0.11142948269844055,
-0.06525465846061707,
0.03972483053803444,
0.17362014949321747,
0.0518181137740612,
-0.06590229272842407,
0.07553134858608246,
-0.039684515446424484,
0.11727874726057053,
-0.18134962022304535,
0.06824786216020584,
-0.037679363042116165,
-0.2172943651676178,
0.06835325807332993,
-0.043766144663095474,
-0.0009828389156609774,
-0.0073691364377737045,
-0.0801112949848175,
-0.13410434126853943,
-0.152931347489357,
0.09734272211790085,
-0.0699080303311348,
0.010200977325439453,
-0.029693221673369408,
0.1300244927406311,
-0.00916662160307169,
0.03698307275772095,
0.0008369865827262402,
0.059167373925447464,
-0.006654171738773584,
-0.12596872448921204,
0.10084579139947891,
-0.12941056489944458,
0.027092527598142624,
0.017512192949652672,
-0.03893178701400757,
0.04415842145681381,
0.008600521832704544,
-0.07338409125804901,
0.14846809208393097,
0.39636000990867615,
-0.11724540591239929,
0.1886524260044098,
0.30593791604042053,
-0.07876735925674438,
-0.25366920232772827,
-0.10082575678825378,
-0.24950313568115234,
-0.07929518818855286,
0.09419276565313339,
-0.15374058485031128,
0.0051922728307545185,
0.1895291656255722,
-0.10431697964668274,
0.24714335799217224,
-0.2229272723197937,
-0.03618088737130165,
0.1011984795331955,
-0.0735778734087944,
0.38631671667099,
-0.0417863167822361,
-0.085877425968647,
-0.016539014875888824,
-0.12393541634082794,
0.08629263192415237,
-0.022019047290086746,
0.03782520443201065,
-0.0075123608112335205,
-0.022488072514533997,
-0.04523191601037979,
-0.005681061185896397,
0.19794976711273193,
0.02344227395951748,
0.09464043378829956,
-0.05678318068385124,
-0.06760625541210175,
0.2546956539154053,
0.007804348599165678,
-0.06541983783245087,
-0.03986801952123642,
-0.01810222677886486,
0.011455606669187546,
0.04396986961364746,
-0.05098816752433777,
0.07079404592514038,
-0.016512511298060417,
-0.08360802382230759,
-0.1229168102145195,
0.015756061300635338,
-0.12221308052539825,
-0.02988569810986519,
0.2838503122329712,
-0.025913704186677933,
0.033686306327581406,
0.11384502053260803,
-0.046202272176742554,
-0.043999746441841125,
0.01134862657636404,
-0.02320033125579357,
-0.09453488141298294,
0.06882910430431366,
-0.14417274296283722,
-0.026338204741477966,
0.13326267898082733,
-0.05810751020908356,
0.03487898036837578,
0.07925564050674438,
-0.0685073658823967,
0.0489063560962677,
0.2148485630750656,
-0.14217528700828552,
-0.044871386140584946,
0.026867622509598732,
-0.03735581040382385,
0.14622816443443298,
0.01432873960584402,
0.060274381190538406,
-0.03700077161192894,
0.06131819635629654,
0.03957272320985794,
0.016078678891062737,
-0.15455082058906555,
-0.051318321377038956,
0.058093614876270294,
-0.01577586494386196,
-0.0705031231045723,
0.18414804339408875,
0.05360285937786102,
-0.036634206771850586,
-0.08928313851356506,
0.02686391770839691,
-0.14574791491031647,
-0.09689430892467499,
-0.19115415215492249,
-0.1022888571023941,
-0.18384280800819397,
-0.14508192241191864,
0.002220276277512312,
-0.09998712688684464,
-0.03180288150906563,
0.07411947846412659,
0.048842597752809525,
0.0945204645395279,
0.052702922374010086,
-0.04844218119978905,
0.06558114290237427,
-0.03845449537038803,
-0.234883114695549,
0.01322559081017971,
-0.06348036974668503,
-0.10542021691799164,
0.01763898693025112,
0.06505513936281204,
-0.03641475364565849,
-0.022303948178887367,
-0.09379127621650696,
0.09257166087627411,
-0.09787873923778534,
-0.006668237503618002,
-0.08172008395195007,
-0.028162293136119843,
0.01312085147947073,
0.009431003592908382,
-0.05489431694149971,
-0.004038063809275627,
-0.14448238909244537,
0.030880680307745934,
0.010290591977536678,
0.07974009215831757,
-0.03689537197351456,
-0.023354170843958855,
0.08960966020822525,
0.06509935110807419,
0.10121762007474899,
0.07345511019229889,
0.05017983540892601,
0.1878006011247635,
-0.103495292365551,
0.020745672285556793,
0.1158180832862854,
0.017783327028155327,
-0.005372350104153156,
0.045357391238212585,
-0.03388933837413788,
0.055125247687101364,
-0.1552458256483078,
0.05366194620728493,
-0.12981583178043365,
-0.11213352531194687,
-0.06540998816490173,
-0.06480245292186737,
-0.1179693415760994,
-0.0026920277159661055,
-0.12270145118236542,
0.18957729637622833,
0.08972534537315369,
0.12146390974521637,
0.02971643954515457,
0.015620720572769642,
0.07916316390037537,
-0.0240956861525774,
-0.00807853601872921,
-0.07868564873933792,
-0.11814209073781967,
-0.06701178103685379,
-0.06441120058298111,
-0.05863482132554054,
0.31004711985588074,
-0.08216218650341034,
-0.17198562622070312,
0.03570904582738876,
0.028687406331300735,
-0.07756989449262619,
0.02593245729804039,
0.25131019949913025,
0.07846873253583908,
-0.03290332481265068,
-0.13867837190628052,
0.021548418328166008,
-0.07969405502080917,
-0.14219805598258972,
0.08569815009832382,
0.04272151365876198,
0.09560766071081161,
-0.016180021688342094,
0.13412068784236908,
-0.09935086965560913,
0.02985801175236702,
0.025877218693494797,
0.010671870782971382,
-0.002711125649511814,
0.02112477459013462,
0.05457814782857895,
0.23508305847644806,
-0.025707857683300972,
-0.04232588782906532,
-0.03557000309228897,
-0.023442396894097328,
-0.13715067505836487,
-0.14892975986003876,
-0.00257370388135314,
-0.16489660739898682,
0.0900595486164093,
-0.012134604156017303,
0.018497928977012634,
0.24265125393867493,
0.029655952006578445,
-0.081241175532341,
-0.03133546561002731,
-0.1452343910932541,
-0.06753041595220566,
0.02606895938515663,
-0.028343113139271736,
-0.03130907937884331,
-0.08835475891828537,
-0.10369028896093369,
-0.012107942253351212,
-0.21882717311382294,
-0.04827984794974327,
0.015232277102768421,
0.02781304344534874,
-0.033950552344322205,
-0.11819854378700256,
-0.04608365148305893,
-0.06254198402166367,
0.12728695571422577,
-0.011417686007916927,
0.18396852910518646,
0.021566785871982574,
-0.013321851380169392,
0.05819939076900482,
-0.006734498776495457,
-0.011093147099018097,
-0.035229623317718506,
0.007534299045801163,
0.12124573439359665,
0.001153690041974187,
0.09628591686487198,
-0.036729007959365845,
-0.030029086396098137,
0.007336954586207867,
0.18096181750297546,
0.2428099662065506,
-0.05926649272441864,
0.021020449697971344,
-0.016428887844085693,
0.037729840725660324,
0.03378688171505928,
0.17917287349700928,
0.004349927417933941,
0.17698974907398224,
-0.06143202260136604,
-0.07357053458690643,
-0.08995229005813599,
0.08153878152370453,
-0.06678406894207001,
0.006980183068662882,
-0.0010318014537915587,
-0.11364375799894333,
-0.1235726922750473,
0.1431167721748352,
-0.1572989672422409,
0.10573571175336838,
0.24413245916366577,
-0.04038197547197342,
0.07879314571619034,
0.020410744473338127,
0.07933841645717621,
-0.05196860805153847,
0.08211009204387665,
-0.17399612069129944,
-0.12233854085206985,
-0.060923803597688675,
0.03233278542757034,
-0.2529817819595337,
-0.11431898176670074,
0.0342739075422287,
0.16300049424171448,
0.1197260320186615,
-0.0065091378055512905,
0.1767459511756897,
0.027820877730846405,
0.0972251445055008,
-0.09290971606969833,
0.1641141176223755,
0.048426155000925064,
-0.044699620455503464,
-0.15697358548641205,
-0.18548741936683655,
-0.05054490268230438,
0.07160259038209915,
0.07861412316560745,
0.015195685438811779,
0.05370600149035454,
0.0837697684764862,
-0.027761850506067276,
-0.032064083963632584,
-0.016637807711958885,
-0.08911736309528351,
0.06779367476701736,
-0.02315334789454937,
-0.010329494252800941,
-0.10908165574073792,
-0.01876414567232132,
-0.023737406358122826,
0.07486680895090103,
-0.16955362260341644,
-0.004452800843864679,
0.13638292253017426,
0.0037265114951878786,
0.2611963152885437,
0.02267196960747242,
-0.02071526274085045,
0.0098720733076334,
-0.031204476952552795,
0.12426948547363281,
-0.09621031582355499,
0.08037331700325012,
0.10121185332536697,
-0.039771534502506256,
0.01611350104212761,
-0.18088659644126892,
0.050423286855220795,
-0.06560629606246948,
-0.05346740409731865,
-0.10457079112529755
] |
null | null | peft |
## Prompt Template:
Same template was used in SFT, and DPO process:
```
### Instruction:
Use the article title and text below, to write the funniest possible comment about this article.
### Input:
{" ".join(sample['title_article_text'].split(' ')[:300])}
### Response:
```
## Training procedure
The following `bitsandbytes` quantization config was used during training:
- quant_method: QuantizationMethod.BITS_AND_BYTES
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: fp4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: float32
### Framework versions
```python
transformers==4.35.0
peft==0.5.0
trl==0.7.2
``` | {"library_name": "peft"} | null | dbandrews/mistral-v2-dpo-227c0f16-9588-4282-9bf9-6d057c254b0c | [
"peft",
"safetensors",
"region:us"
] | 2023-11-11T05:08:54+00:00 | [] | [] | TAGS
#peft #safetensors #region-us
|
## Prompt Template:
Same template was used in SFT, and DPO process:
## Training procedure
The following 'bitsandbytes' quantization config was used during training:
- quant_method: QuantizationMethod.BITS_AND_BYTES
- load_in_8bit: False
- load_in_4bit: True
- llm_int8_threshold: 6.0
- llm_int8_skip_modules: None
- llm_int8_enable_fp32_cpu_offload: False
- llm_int8_has_fp16_weight: False
- bnb_4bit_quant_type: fp4
- bnb_4bit_use_double_quant: False
- bnb_4bit_compute_dtype: float32
### Framework versions
| [
"## Prompt Template:\n\nSame template was used in SFT, and DPO process:",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: QuantizationMethod.BITS_AND_BYTES\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: fp4\n- bnb_4bit_use_double_quant: False\n- bnb_4bit_compute_dtype: float32",
"### Framework versions"
] | [
"TAGS\n#peft #safetensors #region-us \n",
"## Prompt Template:\n\nSame template was used in SFT, and DPO process:",
"## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: QuantizationMethod.BITS_AND_BYTES\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: fp4\n- bnb_4bit_use_double_quant: False\n- bnb_4bit_compute_dtype: float32",
"### Framework versions"
] | [
14,
19,
172,
5
] | [
"passage: TAGS\n#peft #safetensors #region-us \n## Prompt Template:\n\nSame template was used in SFT, and DPO process:## Training procedure\n\n\nThe following 'bitsandbytes' quantization config was used during training:\n- quant_method: QuantizationMethod.BITS_AND_BYTES\n- load_in_8bit: False\n- load_in_4bit: True\n- llm_int8_threshold: 6.0\n- llm_int8_skip_modules: None\n- llm_int8_enable_fp32_cpu_offload: False\n- llm_int8_has_fp16_weight: False\n- bnb_4bit_quant_type: fp4\n- bnb_4bit_use_double_quant: False\n- bnb_4bit_compute_dtype: float32### Framework versions"
] | [
-0.07622165232896805,
0.09150382876396179,
-0.005115260370075703,
0.12206041812896729,
0.09281107038259506,
0.033042825758457184,
0.11108735203742981,
0.09929635375738144,
-0.0005025403806939721,
0.08878055214881897,
0.11052034795284271,
0.07813014835119247,
0.08896700292825699,
0.14349672198295593,
-0.054350994527339935,
0.0018158713355660439,
0.05418886989355087,
-0.015596766024827957,
-0.0466776043176651,
0.045761629939079285,
0.0748857632279396,
-0.029485054314136505,
0.03962887451052666,
-0.050852805376052856,
-0.11625204235315323,
0.005472506396472454,
0.030399756506085396,
0.012707573361694813,
0.017556607723236084,
0.02755144238471985,
0.05353512242436409,
0.04347185790538788,
-0.0038648329209536314,
-0.16931834816932678,
0.0011818282073363662,
0.11275304853916168,
-0.014508608728647232,
0.06629035621881485,
-0.033060938119888306,
0.09174791723489761,
-0.09872499853372574,
-0.05532536655664444,
-0.012732967734336853,
0.02309870533645153,
-0.06872866302728653,
-0.1458345651626587,
-0.08811155706644058,
0.09373082220554352,
-0.01973387598991394,
0.07433915883302689,
0.007590569090098143,
0.17995791137218475,
-0.08745498955249786,
0.0977480486035347,
0.07994206994771957,
-0.19487264752388,
-0.03543689474463463,
0.08060482144355774,
-0.022468021139502525,
0.0953444242477417,
-0.03591670095920563,
-0.07777827233076096,
0.0747518241405487,
0.05772949010133743,
-0.04359964281320572,
-0.030613191425800323,
-0.11057557165622711,
-0.011248825117945671,
-0.1460820734500885,
-0.027348054572939873,
0.16821295022964478,
0.024348624050617218,
-0.05744946002960205,
-0.04308120161294937,
-0.10622463375329971,
-0.2158166915178299,
0.05039287358522415,
-0.045804645866155624,
-0.05788642540574074,
0.06330270320177078,
0.08488701283931732,
-0.03917485475540161,
-0.032502226531505585,
-0.04815566539764404,
-0.04050983116030693,
0.025011315941810608,
0.044637665152549744,
0.030097827315330505,
-0.03862026706337929,
0.09650937467813492,
-0.11564695090055466,
-0.05837065726518631,
-0.06190633401274681,
-0.06428433954715729,
0.06085001304745674,
0.00356433168053627,
-0.056899476796388626,
0.07957709580659866,
0.14256557822227478,
0.10888450592756271,
-0.12483233213424683,
0.09056339412927628,
-0.044434547424316406,
0.028240351006388664,
-0.018295342102646828,
0.07613860070705414,
-0.11830810457468033,
0.11445339769124985,
0.07475171238183975,
0.17243006825447083,
0.057946886867284775,
-0.049299146980047226,
-0.05572578310966492,
0.01334698311984539,
0.1272982507944107,
0.01970183663070202,
-0.07442954927682877,
0.03860686719417572,
-0.11202703416347504,
-0.022269386798143387,
0.07678725570440292,
-0.10984010249376297,
0.0015147470403462648,
0.05381003022193909,
-0.009325969964265823,
0.03855413198471069,
0.12548960745334625,
-0.04695981368422508,
-0.0677761435508728,
-0.087053082883358,
-0.07682125270366669,
-0.03097524307668209,
-0.09219074249267578,
-0.12066349387168884,
0.04062435403466225,
-0.12071575969457626,
0.017139794304966927,
-0.05641394108533859,
-0.05698321759700775,
0.02663344331085682,
-0.0018450794741511345,
-0.06360939145088196,
0.054601699113845825,
-0.08700551837682724,
-0.17766594886779785,
-0.043804388493299484,
0.04110928624868393,
-0.02242141216993332,
-0.01220973115414381,
0.08018321543931961,
0.054474856704473495,
0.056137166917324066,
-0.18380719423294067,
-0.009801505133509636,
-0.0422377847135067,
0.10608420521020889,
0.03287259116768837,
0.10719241946935654,
-0.07122676819562912,
-0.04593392089009285,
-0.011569011025130749,
-0.05183255672454834,
-0.05391806364059448,
-0.023845089599490166,
0.11798644810914993,
0.11557882279157639,
-0.14593981206417084,
0.0065775467082858086,
0.07390295714139938,
-0.06914975494146347,
-0.09309299290180206,
0.1263916939496994,
-0.04138253256678581,
0.09417738020420074,
-0.033512573689222336,
0.06684409081935883,
0.24807173013687134,
-0.11530529707670212,
0.011740218847990036,
0.10773053765296936,
0.004965850152075291,
0.062402788549661636,
-0.006399810779839754,
0.04592375457286835,
-0.1478041112422943,
0.05227481946349144,
0.034597210586071014,
0.006133000832051039,
-0.03572818636894226,
-0.061861176043748856,
-0.06739964336156845,
-0.02712577022612095,
0.043992724269628525,
-0.002693105023354292,
-0.030007977038621902,
-0.06893663108348846,
-0.04498636722564697,
0.0855410173535347,
0.10087411850690842,
-0.045789994299411774,
-0.04915890470147133,
-0.11496388167142868,
0.04808663949370384,
-0.03856229782104492,
0.02149721421301365,
-0.08572883158922195,
-0.013767964206635952,
0.06567917764186859,
-0.11568029969930649,
-0.007228362374007702,
0.05023057758808136,
0.05661119520664215,
0.06971097737550735,
-0.015239044092595577,
0.01705131120979786,
-0.047682005912065506,
0.02840779349207878,
-0.04314430058002472,
-0.07454439252614975,
0.04244961589574814,
-0.016908610239624977,
0.21485577523708344,
-0.13610795140266418,
0.04855002462863922,
0.10526066273450851,
0.02825836092233658,
-0.009716969914734364,
-0.010726936161518097,
-0.04370660334825516,
0.07554961740970612,
-0.022863147780299187,
-0.048041485249996185,
0.022562067955732346,
0.043841201812028885,
-0.03560170903801918,
-0.1364997774362564,
-0.13511355221271515,
0.03771613538265228,
0.12488381564617157,
0.07189662754535675,
-0.0748424232006073,
-0.03200365602970123,
-0.006454023998230696,
-0.0025040823966264725,
0.06629027426242828,
-0.050322216004133224,
-0.009429791942238808,
-0.025531437247991562,
0.07381699234247208,
-0.1077631264925003,
-0.016161205247044563,
0.09433476626873016,
-0.04682307690382004,
-0.08397393673658371,
0.1310465931892395,
0.01662001945078373,
-0.13511736690998077,
0.09678889811038971,
0.08673766255378723,
-0.06993510574102402,
0.09059133380651474,
-0.014673626981675625,
-0.016840478405356407,
-0.12369770556688309,
0.19356058537960052,
0.02036869153380394,
0.1325407177209854,
-0.1074252501130104,
0.12887993454933167,
0.008172540925443172,
-0.010978663340210915,
0.05565067008137703,
-0.19684801995754242,
-0.019914887845516205,
-0.0428958460688591,
-0.07501254230737686,
-0.09983590990304947,
-0.0066507854498922825,
0.048877619206905365,
0.04917052015662193,
-0.02033720351755619,
0.06936950236558914,
0.1464233547449112,
-0.02503516525030136,
-0.07879293709993362,
0.1756114661693573,
-0.22229492664337158,
-0.23957331478595734,
-0.20821373164653778,
0.087598517537117,
-0.16094188392162323,
-0.019505349919199944,
-0.03898629546165466,
-0.02949637360870838,
0.00796378031373024,
-0.12164443731307983,
-0.03853198140859604,
0.0029895862098783255,
-0.003512187860906124,
0.02915533259510994,
0.024320390075445175,
0.17988786101341248,
-0.10370753705501556,
-0.0035395680461078882,
0.04851361736655235,
-0.00866431649774313,
0.10529187321662903,
-0.04059470072388649,
-0.009898071177303791,
0.08703318983316422,
-0.0010471594287082553,
-0.000017099360775318928,
0.04408101364970207,
0.29195651412010193,
0.03039500117301941,
0.038582369685173035,
0.14910782873630524,
-0.0038945258129388094,
0.07189507782459259,
0.11248437315225601,
0.019334916025400162,
-0.09346872568130493,
0.0451236255466938,
0.027482282370328903,
-0.04952950030565262,
-0.10038142651319504,
-0.03563931584358215,
-0.07354912161827087,
0.011800377629697323,
0.03747173398733139,
0.05806863307952881,
0.04582742601633072,
0.07864177227020264,
-0.0036835852079093456,
0.04722213000059128,
0.048691604286432266,
-0.005048030521720648,
0.14944247901439667,
-0.03284231200814247,
0.023648010566830635,
-0.027024108916521072,
-0.01684066653251648,
0.06839137524366379,
0.12741979956626892,
0.03354176878929138,
-0.10968658328056335,
-0.07218964397907257,
0.05703641474246979,
0.27466994524002075,
-0.03185778856277466,
0.08919115364551544,
-0.044865649193525314,
-0.005513460375368595,
-0.015588582493364811,
-0.056718602776527405,
-0.03228335827589035,
0.0399862639605999,
-0.09774176776409149,
0.1196352168917656,
-0.03460798040032387,
0.004994248040020466,
0.08371206372976303,
0.11281151324510574,
0.1763114184141159,
-0.26374348998069763,
-0.1074262335896492,
-0.0023840954527258873,
0.15192651748657227,
-0.11054499447345734,
0.016031978651881218,
0.2076965719461441,
0.009016924537718296,
-0.020453615114092827,
-0.03328078240156174,
0.0021544783376157284,
0.02918078377842903,
0.026498250663280487,
0.08185235410928726,
0.17170459032058716,
0.014551332220435143,
0.09663055092096329,
-0.2905629873275757,
0.024175647646188736,
0.07502500712871552,
0.0692293643951416,
-0.055789824575185776,
0.03852174058556557,
-0.04852864146232605,
-0.015238523483276367,
0.07249690592288971,
0.008340667001903057,
0.12845753133296967,
-0.27898940443992615,
-0.08490453660488129,
0.011756003834307194,
0.12325255572795868,
0.062267135828733444,
0.051771942526102066,
-0.0018293046159669757,
0.03406589850783348,
0.04953770712018013,
0.021020084619522095,
-0.05927253141999245,
-0.12069211900234222,
0.04815397039055824,
0.11602044105529785,
-0.14700645208358765,
-0.07716111838817596,
-0.03474406152963638,
-0.03066936694085598,
0.06375602632761002,
-0.20132572948932648,
-0.07397562265396118,
-0.04883938282728195,
-0.004777686204761267,
0.08973351866006851,
-0.037691500037908554,
-0.013795816339552402,
-0.0626419261097908,
0.03967318683862686,
-0.031502511352300644,
-0.12767289578914642,
0.10647150874137878,
-0.04775681719183922,
-0.1586945801973343,
-0.017635757103562355,
0.14393413066864014,
0.05579657107591629,
-0.05808259919285774,
-0.04711364954710007,
-0.033779703080654144,
0.00649086432531476,
-0.15508948266506195,
0.004536749795079231,
0.1503281146287918,
-0.023709764704108238,
0.07413999736309052,
-0.12814296782016754,
0.12750184535980225,
-0.05638842657208443,
0.10629917681217194,
0.014318727888166904,
0.3432671129703522,
-0.07424762845039368,
0.014441889710724354,
0.02347070537507534,
-0.014886929653584957,
-0.2479085624217987,
0.03130394592881203,
0.014440972357988358,
0.03762808069586754,
-0.003201377112418413,
-0.07823336869478226,
0.026891393586993217,
0.08347811549901962,
0.024858467280864716,
0.16874532401561737,
-0.3126187324523926,
-0.05785244703292847,
0.06302770972251892,
0.05999547243118286,
0.10243579745292664,
-0.0414307601749897,
0.025267433375120163,
0.035888705402612686,
-0.01651793159544468,
0.18808411061763763,
-0.13345365226268768,
0.07324779033660889,
-0.005291956942528486,
-0.004318871069699526,
0.029706712812185287,
-0.04819365590810776,
0.14714960753917694,
-0.0730670914053917,
0.09490371495485306,
-0.003840458346530795,
-0.039503369480371475,
0.09890379011631012,
-0.06058917194604874,
0.08734769374132156,
-0.03370385244488716,
0.1155368983745575,
0.03252051770687103,
0.009124704636633396,
-0.06967362761497498,
0.03685716539621353,
-0.07804898172616959,
-0.05715201422572136,
-0.0812273770570755,
0.05411846935749054,
-0.0073487162590026855,
-0.0303912702947855,
-0.03293357789516449,
0.03989841416478157,
0.050130780786275864,
0.4678425192832947,
-0.0357494056224823,
-0.06021396070718765,
0.12706348299980164,
0.07946658879518509,
-0.02289690636098385,
0.09288525581359863,
-0.016106432303786278,
0.06795693188905716,
0.10370323807001114,
0.005719471722841263,
0.11643968522548676,
0.06835301965475082,
-0.10717038810253143,
-0.0108023164793849,
0.02114933542907238,
-0.18612445890903473,
-0.13042178750038147,
-0.05493559688329697,
-0.031244290992617607,
-0.09562484174966812,
0.054112646728754044,
0.13378480076789856,
-0.03615831211209297,
0.03374853357672691,
0.021999774500727654,
0.05052593722939491,
-0.10135862231254578,
0.09932862967252731,
0.04572058469057083,
0.043821852654218674,
-0.06772817671298981,
0.09724707901477814,
0.018509970977902412,
0.0043486603535711765,
0.04240260645747185,
-0.028798220679163933,
-0.09689706563949585,
-0.008731245063245296,
-0.031283192336559296,
-0.03986206650733948,
0.10089395940303802,
-0.049746111035346985,
-0.08834667503833771,
-0.12707790732383728,
-0.03031688556075096,
0.10316430777311325,
0.04467121139168739,
0.0990401953458786,
0.003589977277442813,
0.011955657042562962,
-0.13351978361606598,
0.09024050831794739,
-0.0021915100514888763,
0.015516904182732105,
-0.14544671773910522,
0.09468147903680801,
-0.03218986093997955,
0.07777950167655945,
-0.027932681143283844,
-0.0016070044366642833,
-0.1919148564338684,
-0.030079524964094162,
-0.06018960103392601,
0.008271802216768265,
0.040951721370220184,
0.053307224065065384,
0.035845786333084106,
0.04533538222312927,
-0.02457013726234436,
0.05684981867671013,
-0.008068344555795193,
-0.04442789778113365,
0.03253932669758797,
0.004061184357851744,
-0.06293736398220062,
-0.0935002788901329,
0.024703282862901688,
-0.10059923678636551,
0.015444132499396801,
0.04273837432265282,
-0.06691350787878036,
0.04307973384857178,
-0.013401507399976254,
-0.0072812833823263645,
0.08539579808712006,
0.08695496618747711,
0.019421327859163284,
-0.08051850646734238,
0.025180896744132042,
0.027135757729411125,
-0.08218725770711899,
0.02735736034810543,
0.15978504717350006,
-0.054144613444805145,
-0.09591495990753174,
-0.07452333718538284,
-0.021505340933799744,
-0.040212634950876236,
0.01873980090022087,
0.13638488948345184,
0.06150497496128082,
0.09165117889642715,
-0.10974706709384918,
-0.0013238993706181645,
-0.16003425419330597,
-0.08540256321430206,
0.04367993399500847,
-0.057966671884059906,
-0.06299682706594467,
0.002972658257931471,
0.06742142885923386,
-0.011544748209416866,
0.15175111591815948,
-0.09348868578672409,
-0.05893778055906296,
-0.04195251688361168,
-0.16470113396644592,
-0.055814940482378006,
0.01682712696492672,
0.2080383151769638,
0.0007444490329362452,
-0.035538360476493835,
-0.11332531273365021,
0.0068296329118311405,
0.07134120166301727,
0.0824563130736351,
0.028509879484772682,
0.052738916128873825,
-0.1426762342453003,
0.08019096404314041,
0.07471024245023727,
-0.013474816456437111,
0.12120115756988525,
0.2863098382949829,
-0.03356663137674332,
0.045947469770908356,
-0.07875065505504608,
0.035296645015478134,
0.05638066306710243,
-0.10077475756406784,
-0.015693847090005875,
-0.04706200584769249,
-0.12506945431232452,
-0.11870385706424713,
-0.06204134225845337,
-0.08166007697582245,
-0.14654386043548584,
-0.04107451066374779,
-0.10587561875581741,
-0.038148291409015656,
0.04125216603279114,
0.011777354404330254,
-0.06897710263729095,
0.15912435948848724,
-0.0702143982052803,
0.01588030532002449,
-0.040784817188978195,
0.016573285683989525,
0.004958329722285271,
0.009880890138447285,
-0.09757228195667267,
0.15488886833190918,
0.05227894335985184,
0.07376012206077576,
0.007111154962331057,
0.15249940752983093,
0.025790881365537643,
-0.0746171772480011,
-0.048773229122161865,
-0.004760808311402798,
0.010728731751441956,
-0.07131195813417435,
0.07783190160989761,
0.05543801188468933,
-0.08276838064193726,
-0.05366624519228935,
-0.014365178532898426,
-0.05843217298388481,
-0.03650909662246704,
-0.14703549444675446,
0.28325560688972473,
-0.04625808075070381,
0.13012529909610748,
0.02023659460246563,
-0.07171300798654556,
-0.09318669140338898,
0.137348935008049,
0.1345186084508896,
-0.14669334888458252,
0.009484793990850449,
0.040153443813323975,
-0.0014962931163609028,
-0.09749472141265869,
0.10124335438013077,
0.07758737355470657,
-0.0016259743133559823,
0.047947656363248825,
-0.002204041462391615,
-0.03342143073678017,
0.05238884687423706,
-0.048674002289772034,
0.014306876808404922,
0.007983987219631672,
0.03131589666008949,
-0.09624539315700531,
-0.04561354219913483,
-0.011129078455269337,
-0.027428172528743744,
0.12214714288711548,
-0.11648263782262802,
-0.09499216824769974,
-0.03743835166096687,
-0.10236713290214539,
-0.1114836186170578,
0.021612202748656273,
-0.11453414708375931,
0.07559194415807724,
0.1440558284521103,
-0.046125318855047226,
0.005386254284530878,
-0.04008685052394867,
-0.02542180009186268,
-0.004483630880713463,
0.11498036235570908,
0.023023253306746483,
0.026197675615549088,
0.10730135440826416,
-0.019232671707868576,
-0.06258079409599304,
0.11126123368740082,
0.03129475936293602,
-0.048329684883356094,
-0.11583796888589859,
-0.027455076575279236,
-0.025470711290836334,
0.07880938053131104,
0.03815396502614021,
-0.0804893895983696,
-0.0008572208462283015,
-0.17914792895317078,
-0.06377158313989639,
-0.1102294847369194,
-0.03932005167007446,
-0.09676291793584824,
0.09591653943061829,
0.18001852929592133,
-0.05842507258057594,
0.03861237317323685,
-0.038622964173555374,
0.0632677897810936,
-0.019142862409353256,
0.03584400191903114,
0.056222546845674515,
-0.110092394053936,
0.0712215006351471,
-0.06364893913269043,
0.012317503802478313,
-0.22352853417396545,
-0.01346462033689022,
-0.019305622205138206,
-0.015792321413755417,
-0.04400487616658211,
0.10139510780572891,
0.007064973469823599,
0.062338937073946,
-0.08119338005781174,
-0.1656547486782074,
-0.07155346870422363,
0.12417837977409363,
0.042607735842466354,
-0.07502918690443039
] |
null | null | stable-baselines3 |
# **DQN** Agent playing **SpaceInvadersNoFrameskip-v4**
This is a trained model of a **DQN** agent playing **SpaceInvadersNoFrameskip-v4**
using the [stable-baselines3 library](https://github.com/DLR-RM/stable-baselines3)
and the [RL Zoo](https://github.com/DLR-RM/rl-baselines3-zoo).
The RL Zoo is a training framework for Stable Baselines3
reinforcement learning agents,
with hyperparameter optimization and pre-trained agents included.
## Usage (with SB3 RL Zoo)
RL Zoo: https://github.com/DLR-RM/rl-baselines3-zoo<br/>
SB3: https://github.com/DLR-RM/stable-baselines3<br/>
SB3 Contrib: https://github.com/Stable-Baselines-Team/stable-baselines3-contrib
Install the RL Zoo (with SB3 and SB3-Contrib):
```bash
pip install rl_zoo3
```
```
# Download model and save it into the logs/ folder
python -m rl_zoo3.load_from_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -orga nondevs -f logs/
python -m rl_zoo3.enjoy --algo dqn --env SpaceInvadersNoFrameskip-v4 -f logs/
```
If you installed the RL Zoo3 via pip (`pip install rl_zoo3`), from anywhere you can do:
```
python -m rl_zoo3.load_from_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -orga nondevs -f logs/
python -m rl_zoo3.enjoy --algo dqn --env SpaceInvadersNoFrameskip-v4 -f logs/
```
## Training (with the RL Zoo)
```
python -m rl_zoo3.train --algo dqn --env SpaceInvadersNoFrameskip-v4 -f logs/
# Upload the model and generate video (when possible)
python -m rl_zoo3.push_to_hub --algo dqn --env SpaceInvadersNoFrameskip-v4 -f logs/ -orga nondevs
```
## Hyperparameters
```python
OrderedDict([('batch_size', 32),
('buffer_size', 100000),
('env_wrapper',
['stable_baselines3.common.atari_wrappers.AtariWrapper']),
('exploration_final_eps', 0.01),
('exploration_fraction', 0.1),
('frame_stack', 4),
('gradient_steps', 1),
('learning_rate', 0.0001),
('learning_starts', 100000),
('n_timesteps', 1000000.0),
('optimize_memory_usage', False),
('policy', 'CnnPolicy'),
('target_update_interval', 1000),
('train_freq', 4),
('normalize', False)])
```
# Environment Arguments
```python
{'render_mode': 'rgb_array'}
```
| {"library_name": "stable-baselines3", "tags": ["SpaceInvadersNoFrameskip-v4", "deep-reinforcement-learning", "reinforcement-learning", "stable-baselines3"], "model-index": [{"name": "DQN", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "SpaceInvadersNoFrameskip-v4", "type": "SpaceInvadersNoFrameskip-v4"}, "metrics": [{"type": "mean_reward", "value": "682.00 +/- 235.07", "name": "mean_reward", "verified": false}]}]}]} | reinforcement-learning | nondevs/dqn-SpaceInvadersNoFrameskip-v4 | [
"stable-baselines3",
"SpaceInvadersNoFrameskip-v4",
"deep-reinforcement-learning",
"reinforcement-learning",
"model-index",
"region:us"
] | 2023-11-11T05:23:37+00:00 | [] | [] | TAGS
#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us
|
# DQN Agent playing SpaceInvadersNoFrameskip-v4
This is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4
using the stable-baselines3 library
and the RL Zoo.
The RL Zoo is a training framework for Stable Baselines3
reinforcement learning agents,
with hyperparameter optimization and pre-trained agents included.
## Usage (with SB3 RL Zoo)
RL Zoo: URL
SB3: URL
SB3 Contrib: URL
Install the RL Zoo (with SB3 and SB3-Contrib):
If you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:
## Training (with the RL Zoo)
## Hyperparameters
# Environment Arguments
| [
"# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.",
"## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:",
"## Training (with the RL Zoo)",
"## Hyperparameters",
"# Environment Arguments"
] | [
"TAGS\n#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us \n",
"# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.",
"## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:",
"## Training (with the RL Zoo)",
"## Hyperparameters",
"# Environment Arguments"
] | [
43,
90,
73,
9,
5,
7
] | [
"passage: TAGS\n#stable-baselines3 #SpaceInvadersNoFrameskip-v4 #deep-reinforcement-learning #reinforcement-learning #model-index #region-us \n# DQN Agent playing SpaceInvadersNoFrameskip-v4\nThis is a trained model of a DQN agent playing SpaceInvadersNoFrameskip-v4\nusing the stable-baselines3 library\nand the RL Zoo.\n\nThe RL Zoo is a training framework for Stable Baselines3\nreinforcement learning agents,\nwith hyperparameter optimization and pre-trained agents included.## Usage (with SB3 RL Zoo)\n\nRL Zoo: URL\nSB3: URL\nSB3 Contrib: URL\n\nInstall the RL Zoo (with SB3 and SB3-Contrib):\n\n\n\n\nIf you installed the RL Zoo3 via pip ('pip install rl_zoo3'), from anywhere you can do:## Training (with the RL Zoo)## Hyperparameters# Environment Arguments"
] | [
0.043572068214416504,
0.2414778620004654,
-0.0026879787910729647,
0.012635791674256325,
0.05784223601222038,
0.0030472534708678722,
0.08585051447153091,
0.10650663822889328,
0.024212315678596497,
-0.001382096204906702,
0.003954293206334114,
0.17533031105995178,
0.03632635250687599,
0.13125447928905487,
-0.018073517829179764,
-0.2066594809293747,
-0.013479253277182579,
-0.06247470900416374,
-0.07153085619211197,
0.036099132150411606,
0.07206681370735168,
-0.030116932466626167,
0.036061208695173264,
-0.051406677812337875,
-0.057161085307598114,
0.036824777722358704,
-0.03157254680991173,
0.007067287806421518,
0.15158706903457642,
-0.1222257912158966,
0.12329676002264023,
0.020955175161361694,
0.1896144151687622,
-0.12332789599895477,
0.0339222252368927,
0.08982209116220474,
-0.036988191306591034,
0.013221588917076588,
0.00975361280143261,
-0.052562564611434937,
0.1590864509344101,
-0.09371145814657211,
0.07146181166172028,
0.010926910676062107,
-0.07592244446277618,
-0.1774153709411621,
-0.09356249868869781,
0.07947742193937302,
0.0617753230035305,
0.005319166928529739,
0.03726791962981224,
0.11306490749120712,
-0.020991774275898933,
0.06488905102014542,
0.11562903225421906,
-0.17549200356006622,
0.013578375801444054,
0.17859570682048798,
0.003242473118007183,
0.15767055749893188,
-0.05546637624502182,
0.019877681508660316,
0.02752300351858139,
0.04758313298225403,
0.06873945891857147,
-0.08186400681734085,
-0.1364826112985611,
-0.056155186146497726,
-0.15456219017505646,
-0.03352400287985802,
0.05195203423500061,
-0.011860138736665249,
-0.05783402919769287,
-0.010724928230047226,
-0.04010869935154915,
0.0008851495804265141,
-0.028637725859880447,
0.01805497519671917,
0.07031578570604324,
-0.01226285845041275,
0.02092539705336094,
-0.08391954004764557,
-0.0390290804207325,
-0.038563769310712814,
-0.018022390082478523,
0.12054917961359024,
0.08285853266716003,
0.0266572255641222,
-0.04135355353355408,
0.10274127870798111,
-0.07091585546731949,
-0.05454207584261894,
0.04555258899927139,
-0.03786851093173027,
-0.10615779459476471,
0.02120024710893631,
-0.05905991420149803,
0.026879185810685158,
0.09943640232086182,
0.18048083782196045,
-0.09862488508224487,
0.012620617635548115,
-0.03430783003568649,
0.08121664822101593,
-0.03196052461862564,
0.03197542577981949,
-0.0840383991599083,
-0.016251085326075554,
0.17835216224193573,
0.0030782297253608704,
0.022272996604442596,
0.002074616262689233,
-0.049819961190223694,
-0.02881433069705963,
-0.017756454646587372,
0.06631895154714584,
0.07032092660665512,
0.010587303899228573,
-0.0037596761249005795,
-0.027667716145515442,
-0.036921944469213486,
-0.05629328638315201,
-0.04952820762991905,
0.018803736194968224,
-0.04712437093257904,
-0.047942135483026505,
0.06027210131287575,
-0.005624116864055395,
0.11337806284427643,
-0.025607796385884285,
0.026316547766327858,
-0.019410157576203346,
-0.07494441419839859,
-0.13221681118011475,
-0.0304415225982666,
0.0691632330417633,
0.04371757060289383,
-0.22497159242630005,
-0.16994807124137878,
-0.008539012633264065,
0.017946386709809303,
-0.018741264939308167,
-0.11334165185689926,
0.02453240379691124,
-0.007166135590523481,
-0.049758363515138626,
-0.01601579785346985,
0.10474669933319092,
-0.020438622683286667,
0.018010856583714485,
-0.05593825876712799,
0.16603368520736694,
-0.14290283620357513,
0.031004127115011215,
-0.08706212788820267,
0.023509707301855087,
-0.21286657452583313,
0.041208744049072266,
-0.177636057138443,
0.04863585904240608,
-0.08500861376523972,
0.02327173389494419,
0.021320728585124016,
0.01968831568956375,
0.08580207824707031,
0.10143322497606277,
-0.23631145060062408,
0.05405791476368904,
0.07900930196046829,
-0.022739801555871964,
-0.04218491166830063,
0.06798892468214035,
-0.06558530032634735,
0.1382148116827011,
0.046505436301231384,
0.24831900000572205,
0.10361487418413162,
-0.2036508023738861,
0.061786454170942307,
0.0578593946993351,
-0.08880111575126648,
-0.004730981774628162,
-0.020022382959723473,
0.11598580330610275,
-0.01114928349852562,
0.03338807821273804,
-0.12186288088560104,
0.1456439197063446,
0.02738998830318451,
-0.0165485180914402,
-0.04454165697097778,
-0.1614885926246643,
0.10309953987598419,
-0.015504824928939342,
0.09532155096530914,
-0.042415786534547806,
0.0001161050095106475,
-0.011168917641043663,
0.18012429773807526,
-0.043841805309057236,
0.0007168867159634829,
0.07871408760547638,
0.10895700752735138,
0.028009075671434402,
-0.020230965688824654,
-0.20380273461341858,
-0.0423048660159111,
0.02367858961224556,
0.044489551335573196,
0.2190362960100174,
0.19936694204807281,
0.07770156860351562,
-0.022313760593533516,
-0.025487221777439117,
-0.003248062450438738,
-0.05106664076447487,
0.03467361256480217,
-0.027858436107635498,
-0.024532482028007507,
0.06065356358885765,
-0.09305168688297272,
0.02817818708717823,
-0.13112716376781464,
0.06307920068502426,
-0.17345242202281952,
0.06863926351070404,
0.021998396143317223,
-0.005436043255031109,
0.024577690288424492,
-0.011292695067822933,
-0.034188106656074524,
-0.06233125180006027,
0.07110602408647537,
0.06098933145403862,
0.014702376909554005,
0.0021991983521729708,
-0.0683600977063179,
-0.13828523457050323,
0.08231553435325623,
-0.04042381793260574,
-0.14305958151817322,
0.06392676383256912,
0.011172642931342125,
0.04875864461064339,
-0.05975872278213501,
0.016254881396889687,
0.22900153696537018,
0.05321883037686348,
0.09785865992307663,
-0.04092191904783249,
-0.022525805979967117,
-0.06617844104766846,
-0.06677833944559097,
0.09694591909646988,
0.10812206566333771,
0.060318704694509506,
-0.0030071530491113663,
0.07626225054264069,
0.10942911356687546,
-0.1035122498869896,
-0.0651884600520134,
0.03220061957836151,
-0.05973697826266289,
0.019652515649795532,
0.049140311777591705,
0.02971293032169342,
0.08619047701358795,
0.1833551675081253,
0.008245792239904404,
0.0386311337351799,
-0.025997694581747055,
0.026109617203474045,
-0.15547916293144226,
-0.03145433962345123,
0.04308181628584862,
0.00886955764144659,
-0.07408110797405243,
0.04994636029005051,
0.051439400762319565,
0.13607151806354523,
-0.08217083662748337,
-0.13170577585697174,
-0.059745315462350845,
-0.03804200142621994,
-0.04239124804735184,
0.14975430071353912,
-0.08507520705461502,
-0.19221234321594238,
-0.017164425924420357,
-0.15751953423023224,
-0.02518727444112301,
-0.005179801490157843,
0.002318724524229765,
-0.08325926214456558,
0.017780914902687073,
0.010001576505601406,
-0.03129372000694275,
-0.0684933215379715,
-0.06596160680055618,
-0.05786636844277382,
0.09124112874269485,
0.06932931393384933,
-0.12240120023488998,
-0.00961651187390089,
-0.03742414712905884,
-0.020465577021241188,
0.04516167193651199,
0.08452648669481277,
-0.007267598994076252,
0.07773483544588089,
-0.13209199905395508,
-0.06962883472442627,
0.02834828943014145,
0.2766247093677521,
0.02882981114089489,
0.004668009467422962,
0.17051753401756287,
-0.03629542142152786,
0.04912714660167694,
0.16181479394435883,
0.030781643465161324,
-0.14196757972240448,
0.07090470939874649,
-0.011341600678861141,
-0.09542687982320786,
-0.1706860214471817,
-0.10215658694505692,
-0.037867411971092224,
-0.05015881359577179,
0.05638284236192703,
0.004951419774442911,
-0.04476970434188843,
0.05910305306315422,
0.08782228082418442,
-0.017004497349262238,
-0.06151578947901726,
0.11129767447710037,
0.032263003289699554,
-0.030136963352560997,
0.08078382909297943,
-0.042354047298431396,
-0.04206389561295509,
0.0032403599470853806,
0.22643887996673584,
0.0937788337469101,
-0.01775507442653179,
-0.042567066848278046,
0.019317636266350746,
0.05095715448260307,
0.03613382205367088,
0.11312435567378998,
-0.06975842267274857,
-0.06826137751340866,
-0.035185977816581726,
0.027829548344016075,
-0.02945687249302864,
0.08205190300941467,
0.0630207508802414,
0.005563626065850258,
-0.04653681069612503,
-0.07972332090139389,
-0.04849022626876831,
0.08408913016319275,
-0.027642227709293365,
-0.10093270242214203,
0.09321888536214828,
0.048575710505247116,
0.0016974330646917224,
0.03055831417441368,
0.027994604781270027,
0.01462269201874733,
-0.07982148975133896,
-0.06775744259357452,
0.011468625627458096,
0.07076629996299744,
-0.06822766363620758,
-0.027886953204870224,
-0.19817815721035004,
0.14578363299369812,
0.010630400851368904,
0.04118429124355316,
-0.13048617541790009,
0.1209396943449974,
-0.023116756230592728,
-0.026430301368236542,
0.013811616227030754,
0.0014643745962530375,
0.08203291147947311,
-0.04806509613990784,
0.15762180089950562,
0.009528410620987415,
-0.28092408180236816,
-0.1418946087360382,
-0.08416824042797089,
-0.051183976233005524,
-0.022873088717460632,
0.014752174727618694,
0.0642135739326477,
0.01516205258667469,
0.003868846921250224,
-0.013076163828372955,
0.03185269236564636,
-0.09826882928609848,
-0.06493937969207764,
-0.04839126765727997,
-0.02250157669186592,
-0.06525848805904388,
-0.05647949501872063,
-0.0006809153710491955,
-0.17226077616214752,
0.12522587180137634,
0.11787347495555878,
-0.06451737880706787,
-0.041814323514699936,
-0.06554657220840454,
0.046191465109586716,
-0.07571537792682648,
0.0469326451420784,
0.003414976177737117,
0.019198855385184288,
-0.06806991249322891,
-0.17922484874725342,
0.016097763553261757,
-0.10899919271469116,
0.03772687539458275,
-0.05070559307932854,
0.020257100462913513,
0.08594245463609695,
0.17520126700401306,
0.05856714025139809,
0.01460097823292017,
-0.07239776104688644,
-0.07543374598026276,
-0.0017121878918260336,
-0.06344114243984222,
0.05762333422899246,
-0.009151889942586422,
-0.20333483815193176,
0.02763226442039013,
-0.11414948850870132,
0.06860900670289993,
0.3310066759586334,
0.3324824273586273,
-0.10698744654655457,
0.1177443116903305,
0.04819539934396744,
-0.042202454060316086,
-0.21051374077796936,
-0.002244179602712393,
0.012272895313799381,
0.024992236867547035,
0.13725964725017548,
-0.12924811244010925,
0.05453680083155632,
0.0794181227684021,
-0.024458877742290497,
0.01456840243190527,
-0.09078162908554077,
-0.10816970467567444,
0.20847418904304504,
0.14226987957954407,
0.04421741142868996,
-0.09421348571777344,
0.08391669392585754,
0.004295284394174814,
0.08375877887010574,
0.2107764035463333,
-0.052112679928541183,
0.10695768147706985,
0.005195184610784054,
0.19852910935878754,
0.0328996516764164,
-0.023768596351146698,
0.10834760218858719,
-0.009801650419831276,
0.07911337912082672,
0.03985166177153587,
-0.007676942739635706,
0.010487722232937813,
-0.04522453248500824,
0.014148596674203873,
-0.028376007452607155,
0.010284217074513435,
-0.2274095118045807,
0.0582297146320343,
-0.06368855386972427,
0.04604509472846985,
0.008256820961833,
-0.0999874547123909,
-0.03583388403058052,
0.06431841105222702,
0.08014573156833649,
0.01975327916443348,
0.0436067171394825,
-0.03867863491177559,
0.11051398515701294,
0.20660489797592163,
-0.009811338968575,
0.17751595377922058,
-0.0615963339805603,
0.01464168168604374,
-0.023011628538370132,
-0.04223164543509483,
-0.1462583988904953,
-0.035259708762168884,
0.03498423472046852,
0.057734888046979904,
0.015203364193439484,
0.049647457897663116,
-0.05656236410140991,
0.08498423546552658,
0.021687336266040802,
-0.041541360318660736,
0.033579520881175995,
0.08835696429014206,
0.12415177375078201,
0.010754258371889591,
-0.030121933668851852,
0.06147436052560806,
-0.08128108084201813,
-0.09446098655462265,
-0.004497923422604799,
-0.029991207644343376,
-0.1083834245800972,
0.11353230476379395,
0.16914646327495575,
0.039594944566488266,
-0.057076629251241684,
0.10688766092061996,
-0.02768099494278431,
0.10047874599695206,
0.009198128245770931,
0.06507332623004913,
-0.014091075398027897,
-0.03691792115569115,
0.10611724853515625,
-0.05442855879664421,
-0.01637818105518818,
0.07645545154809952,
-0.06522727757692337,
-0.023877469822764397,
-0.0801999643445015,
0.06034626066684723,
0.09222240000963211,
-0.16854619979858398,
-0.0639432892203331,
-0.032122284173965454,
-0.08628080040216446,
0.013965039514005184,
0.012447911314666271,
0.0710059329867363,
-0.08589600026607513,
0.06316167116165161,
-0.024337708950042725,
0.015639442950487137,
-0.03689891844987869,
0.019222697243094444,
-0.19525384902954102,
-0.002140450058504939,
-0.11280795186758041,
-0.00348020251840353,
-0.002931603929027915,
0.04463808611035347,
-0.04961875081062317,
-0.029358822852373123,
-0.0030675032176077366,
0.044366419315338135,
-0.16609135270118713,
0.002798673929646611,
-0.011639905162155628,
0.03210212290287018,
-0.0002893915225286037,
-0.0983390137553215,
0.014195028692483902,
-0.04294256120920181,
-0.04198618605732918,
0.04925514757633209,
0.009436776861548424,
0.06470516324043274,
-0.2795179784297943,
-0.14905457198619843,
0.030816160142421722,
0.0683867484331131,
0.05483196675777435,
-0.1830425262451172,
0.03568267077207565,
-0.08042316138744354,
-0.02253127470612526,
-0.037770628929138184,
0.018491698428988457,
-0.0539514496922493,
0.0018174031283706427,
-0.04225044324994087,
-0.023033907637000084,
-0.028055014088749886,
-0.07556360960006714,
0.0826747715473175,
0.12462522834539413,
0.07555580884218216,
-0.03807181864976883,
0.09595896303653717,
-0.10009756684303284,
-0.04657831788063049,
-0.04052736237645149,
-0.036951083689928055,
0.017965637147426605,
-0.0870552659034729,
0.048530060797929764,
0.05188591405749321,
0.18719671666622162,
-0.08520494401454926,
-0.058800119906663895,
-0.014255574904382229,
0.0746525228023529,
0.07849094271659851,
0.005095830652862787,
0.17779210209846497,
-0.045693784952163696,
0.05693846940994263,
0.021304311230778694,
0.046699028462171555,
0.10497613251209259,
-0.023569339886307716,
0.14490213990211487,
0.21171095967292786,
-0.037196725606918335,
-0.11048602312803268,
0.043668005615472794,
0.01745123788714409,
-0.002401199424639344,
0.05968761444091797,
0.11983796209096909,
-0.050589341670274734,
-0.10903856158256531,
0.23442286252975464,
0.054169271141290665,
-0.11218088120222092,
0.09546315670013428,
0.039532262831926346,
-0.015890996903181076,
-0.1301896870136261,
0.010444961488246918,
-0.0013640925753861666,
-0.11233190447092056,
0.03386834263801575,
-0.06087532266974449,
-0.025547027587890625,
0.11809267848730087,
0.008789865300059319,
0.03317064419388771,
-0.04139537364244461,
-0.03756232187151909,
-0.04352104663848877,
-0.04273213446140289,
-0.012549578212201595,
-0.02991986647248268,
-0.030186517164111137,
-0.07621737569570541,
-0.007770835887640715,
-0.012012424878776073,
0.030795488506555557,
-0.015285328030586243,
-0.02503054589033127,
-0.021192016080021858,
-0.06697061657905579,
-0.0026312144473195076,
-0.008178025484085083,
0.015549594536423683,
0.010121971368789673,
0.2358063906431198,
0.07042546570301056,
-0.10260069370269775,
-0.01036880537867546,
0.22197756171226501,
-0.03853277862071991,
-0.06528383493423462,
-0.07849395275115967,
0.25128230452537537,
-0.10482002794742584,
0.051095426082611084,
-0.005819917656481266,
-0.06550488620996475,
-0.07153836637735367,
0.2309868484735489,
0.13502730429172516,
-0.1677926480770111,
0.06329060345888138,
-0.0368385910987854,
-0.009490780532360077,
-0.14286863803863525,
0.16013580560684204,
0.1865294873714447,
0.09480160474777222,
-0.12259847670793533,
0.0023130534682422876,
-0.03518044203519821,
-0.018328361213207245,
-0.1660851687192917,
-0.004593863617628813,
-0.029364850372076035,
-0.0427238829433918,
-0.050771355628967285,
0.029773715883493423,
-0.15205919742584229,
-0.0927426889538765,
-0.1916799396276474,
-0.11482496559619904,
-0.12386849522590637,
-0.04549141973257065,
-0.11142764985561371,
-0.0019938007462769747,
0.02257080189883709,
-0.0641874223947525,
0.021061956882476807,
-0.0212461706250906,
-0.05887424945831299,
0.015386379323899746,
-0.08395619690418243,
0.0674985870718956,
0.06488548219203949,
0.15327942371368408,
-0.0790991559624672,
0.025424562394618988,
0.07090727984905243,
-0.057595450431108475,
-0.10164349526166916,
0.06067253649234772,
0.015708057209849358,
-0.1972588747739792,
0.007548294495791197,
0.17712996900081635,
-0.10420889407396317,
0.09745754301548004,
0.048501528799533844,
-0.012951982207596302,
0.0867827981710434,
-0.024721821770071983,
-0.016682926565408707,
-0.04852180927991867,
-0.011212974786758423,
-0.10143939405679703,
0.09892100840806961,
0.0876845121383667,
-0.0517118014395237,
0.07436849176883698,
-0.09508965909481049,
-0.04068392515182495,
0.13103286921977997,
-0.010057874955236912,
-0.08450483530759811,
-0.11667824536561966,
-0.04081142693758011,
0.09684515744447708,
-0.018041390925645828,
-0.20185889303684235,
-0.11639472097158432,
-0.11752668023109436,
-0.00014377340266946703,
-0.03563340753316879,
0.061800602823495865,
0.02430674433708191,
-0.02556120604276657,
-0.008150683715939522,
-0.17615078389644623,
-0.06614746153354645,
0.13479791581630707,
-0.10176112502813339,
-0.07456064969301224
] |
null | null | transformers |
# ChiMed-GPT
ChiMed-GPT is a Chinese medical large language model (LLM) built by continually training [Ziya-v2](https://arxiv.org/abs/2311.03301) on Chinese medical data, where pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF) are comprehensively performed on it.
More information about the model is coming soon.
## Citation
If you use or extend our work, please cite the following [paper](https://arxiv.org/abs/2311.06025):
```
@article{USTC-ChiMed-GPT,
title="{ChiMed-GPT: A Chinese Medical Large Language Model with Full Training Regime and Better Alignment to Human Preferences}",
author={Yuanhe Tian, Ruyi Gan, Yan Song, Jiaxing Zhang, Yongdong Zhang},
journal={arXiv preprint arXiv:2311.06025},
year={2023},
}
```
## Usage
```python
from transformers import AutoTokenizer
from transformers import LlamaForCausalLM
import torch
query="[human]:感冒怎么处理？\n[bot]:"
model = LlamaForCausalLM.from_pretrained('SYNLP/ChiMed-GPT-1.0', torch_dtype=torch.float16, device_map="auto").eval()
tokenizer = AutoTokenizer.from_pretrained(ckpt)
input_ids = tokenizer(query, return_tensors="pt").input_ids.to('cuda:0')
generate_ids = model.generate(
input_ids,
max_new_tokens=512,
do_sample = True,
top_p = 0.9)
output = tokenizer.batch_decode(generate_ids)[0]
print(output)
```
## Disclaimer
Please note that the content generated by ChiMed-GPT, including any advice, suggestions, information, or recommendations, does not reflect our views or beliefs. The responses provided by the large language model should not be considered as endorsements, opinions, or advice from us. We do not take responsibility for the accuracy, reliability, or appropriateness of the information provided. Users should exercise their own judgment and discretion when interpreting and using the information generated by the large language model.
| {"license": "mit"} | text-generation | SYNLP/ChiMed-GPT-1.0 | [
"transformers",
"pytorch",
"llama",
"text-generation",
"arxiv:2311.03301",
"arxiv:2311.06025",
"license:mit",
"autotrain_compatible",
"endpoints_compatible",
"has_space",
"text-generation-inference",
"region:us"
] | 2023-11-11T05:36:12+00:00 | [
"2311.03301",
"2311.06025"
] | [] | TAGS
#transformers #pytorch #llama #text-generation #arxiv-2311.03301 #arxiv-2311.06025 #license-mit #autotrain_compatible #endpoints_compatible #has_space #text-generation-inference #region-us
|
# ChiMed-GPT
ChiMed-GPT is a Chinese medical large language model (LLM) built by continually training Ziya-v2 on Chinese medical data, where pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF) are comprehensively performed on it.
More information about the model is coming soon.
If you use or extend our work, please cite the following paper:
## Usage
## Disclaimer
Please note that the content generated by ChiMed-GPT, including any advice, suggestions, information, or recommendations, does not reflect our views or beliefs. The responses provided by the large language model should not be considered as endorsements, opinions, or advice from us. We do not take responsibility for the accuracy, reliability, or appropriateness of the information provided. Users should exercise their own judgment and discretion when interpreting and using the information generated by the large language model.
| [
"# ChiMed-GPT\n\nChiMed-GPT is a Chinese medical large language model (LLM) built by continually training Ziya-v2 on Chinese medical data, where pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF) are comprehensively performed on it.\nMore information about the model is coming soon.\n\nIf you use or extend our work, please cite the following paper:",
"## Usage",
"## Disclaimer\n\nPlease note that the content generated by ChiMed-GPT, including any advice, suggestions, information, or recommendations, does not reflect our views or beliefs. The responses provided by the large language model should not be considered as endorsements, opinions, or advice from us. We do not take responsibility for the accuracy, reliability, or appropriateness of the information provided. Users should exercise their own judgment and discretion when interpreting and using the information generated by the large language model."
] | [
"TAGS\n#transformers #pytorch #llama #text-generation #arxiv-2311.03301 #arxiv-2311.06025 #license-mit #autotrain_compatible #endpoints_compatible #has_space #text-generation-inference #region-us \n",
"# ChiMed-GPT\n\nChiMed-GPT is a Chinese medical large language model (LLM) built by continually training Ziya-v2 on Chinese medical data, where pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF) are comprehensively performed on it.\nMore information about the model is coming soon.\n\nIf you use or extend our work, please cite the following paper:",
"## Usage",
"## Disclaimer\n\nPlease note that the content generated by ChiMed-GPT, including any advice, suggestions, information, or recommendations, does not reflect our views or beliefs. The responses provided by the large language model should not be considered as endorsements, opinions, or advice from us. We do not take responsibility for the accuracy, reliability, or appropriateness of the information provided. Users should exercise their own judgment and discretion when interpreting and using the information generated by the large language model."
] | [
73,
95,
3,
109
] | [
"passage: TAGS\n#transformers #pytorch #llama #text-generation #arxiv-2311.03301 #arxiv-2311.06025 #license-mit #autotrain_compatible #endpoints_compatible #has_space #text-generation-inference #region-us \n# ChiMed-GPT\n\nChiMed-GPT is a Chinese medical large language model (LLM) built by continually training Ziya-v2 on Chinese medical data, where pre-training, supervised fine-tuning (SFT), and reinforcement learning from human feedback (RLHF) are comprehensively performed on it.\nMore information about the model is coming soon.\n\nIf you use or extend our work, please cite the following paper:## Usage## Disclaimer\n\nPlease note that the content generated by ChiMed-GPT, including any advice, suggestions, information, or recommendations, does not reflect our views or beliefs. The responses provided by the large language model should not be considered as endorsements, opinions, or advice from us. We do not take responsibility for the accuracy, reliability, or appropriateness of the information provided. Users should exercise their own judgment and discretion when interpreting and using the information generated by the large language model."
] | [
-0.013193584978580475,
-0.09863631427288055,
-0.0022008970845490694,
0.007484491914510727,
0.0899718850851059,
-0.017480814829468727,
0.09555183351039886,
0.09215091913938522,
0.04782074689865112,
0.0820833072066307,
0.028167787939310074,
-0.035392314195632935,
0.0564795657992363,
0.019564472138881683,
-0.013668077066540718,
-0.24839337170124054,
-0.04634064808487892,
0.023481564596295357,
-0.002452532062307,
0.08285446465015411,
0.08315282315015793,
-0.10292479395866394,
0.1364564746618271,
0.07771705836057663,
-0.03445944935083389,
-0.0628049373626709,
0.04335571825504303,
-0.05020108073949814,
0.10619359463453293,
0.0885225161910057,
-0.010379351675510406,
0.003937218803912401,
-0.0007074837922118604,
-0.11247164011001587,
0.020894011482596397,
-0.027424003928899765,
-0.001250702771358192,
0.03490413352847099,
0.03294549509882927,
0.022507455199956894,
0.22048714756965637,
-0.06360387802124023,
0.009095864370465279,
0.08281472325325012,
-0.03637140989303589,
-0.13582229614257812,
-0.0946652963757515,
0.11477527767419815,
0.02254175953567028,
0.12220045179128647,
-0.0388203039765358,
0.15251928567886353,
-0.1096220314502716,
-0.023240219801664352,
0.11695217341184616,
-0.2065500169992447,
0.015100468881428242,
0.18008875846862793,
0.039756570011377335,
0.13222047686576843,
-0.09459911286830902,
0.04130101203918457,
0.06458074599504471,
0.005970461759716272,
0.032657403498888016,
-0.01957198977470398,
0.10966311395168304,
-0.025060467422008514,
-0.11088108271360397,
0.05538218840956688,
0.2678201198577881,
-0.027042675763368607,
-0.04590824618935585,
-0.18482623994350433,
0.012966089881956577,
0.07109708338975906,
0.03382553160190582,
-0.08535248786211014,
0.04699339717626572,
0.01312615443021059,
0.12161789834499359,
-0.09143467247486115,
-0.0940072163939476,
-0.03411008417606354,
-0.18412041664123535,
0.12205062806606293,
-0.004195577930659056,
0.0691407173871994,
-0.14607852697372437,
0.05209155008196831,
-0.1376200020313263,
-0.05056552216410637,
-0.091698557138443,
-0.0628867968916893,
0.0019976450130343437,
-0.03118504025042057,
0.0077490429393947124,
0.08002793043851852,
0.06939265131950378,
-0.008702141232788563,
-0.06043536961078644,
-0.058477289974689484,
0.0015192582504823804,
0.022800374776124954,
0.08530218154191971,
0.03032654896378517,
-0.1582133173942566,
-0.0022647050209343433,
0.04511634632945061,
-0.010328374803066254,
0.07371034473180771,
0.021922696381807327,
-0.06727208197116852,
-0.02472415193915367,
-0.1169375330209732,
0.056776273995637894,
-0.1330345720052719,
0.05286215990781784,
-0.02495826967060566,
-0.02753496915102005,
0.12827572226524353,
-0.035404693335294724,
-0.04021433740854263,
0.042443614453077316,
-0.0805801972746849,
0.1973368525505066,
-0.022670919075608253,
-0.0020812347065657377,
0.004525665193796158,
0.05460737645626068,
-0.06212668493390083,
-0.007831918075680733,
-0.06330877542495728,
-0.03547921031713486,
0.04986633360385895,
0.053759049624204636,
0.03755868598818779,
-0.08659938722848892,
-0.03351084887981415,
-0.03697982057929039,
-0.09107033908367157,
-0.09492506831884384,
-0.007072327192872763,
0.032043829560279846,
-0.030636314302682877,
-0.03927675634622574,
-0.006504236254841089,
0.001235852250829339,
-0.04020509123802185,
0.06863635033369064,
-0.013441435992717743,
0.06891194730997086,
-0.12855461239814758,
0.06316753476858139,
-0.11573850363492966,
0.009050168097019196,
-0.060968972742557526,
0.0644841119647026,
0.008299761451780796,
0.039767906069755554,
-0.05605091527104378,
-0.09099680930376053,
-0.1249546930193901,
0.002476154360920191,
-0.057159557938575745,
0.09579839557409286,
-0.16151617467403412,
-0.05538693442940712,
0.1544334590435028,
-0.1194901242852211,
-0.1527443528175354,
0.19576308131217957,
-0.039859164506196976,
0.1595047414302826,
0.09551753848791122,
0.06397224962711334,
-0.01921459659934044,
-0.08230865001678467,
-0.06954355537891388,
-0.03602851927280426,
-0.05996467173099518,
0.0277065709233284,
0.08274701982736588,
0.02729381062090397,
-0.048702821135520935,
0.017455752938985825,
-0.07419271767139435,
0.01028886716812849,
-0.03985236585140228,
-0.04548020660877228,
0.011735432781279087,
-0.034552574157714844,
0.0020123745780438185,
-0.04122881963849068,
0.048207443207502365,
-0.0032350074034184217,
0.02239549160003662,
0.00429590605199337,
0.11132850497961044,
-0.014731082133948803,
-0.036441076546907425,
-0.09737253189086914,
0.11401583254337311,
0.013922454789280891,
0.016188334673643112,
-0.0755709633231163,
-0.014893622137606144,
0.024960923939943314,
-0.03008129633963108,
0.08162128925323486,
0.17877843976020813,
-0.025395622476935387,
-0.05335450917482376,
-0.006743263453245163,
0.1112062856554985,
0.08252287656068802,
-0.08222811669111252,
-0.01819957233965397,
-0.07180961966514587,
0.09598126262426376,
-0.06561125814914703,
0.18865472078323364,
-0.28218090534210205,
-0.0008382460218854249,
0.13564221560955048,
-0.06740622967481613,
0.005531622562557459,
0.061330027878284454,
0.08290419727563858,
0.022719092667102814,
-0.022783972322940826,
0.05136994644999504,
0.022660071030259132,
-0.04215475916862488,
-0.2107761949300766,
0.09080419689416885,
-0.17987164855003357,
0.014885527081787586,
0.1136428490281105,
0.013693992979824543,
-0.050253160297870636,
-0.18665622174739838,
-0.03397001326084137,
0.005868544336408377,
-0.11204060912132263,
0.021400393918156624,
0.18643847107887268,
-0.02323935553431511,
0.0814528539776802,
-0.10887817293405533,
-0.022265279665589333,
0.009393323212862015,
-0.04935509338974953,
0.011418050155043602,
0.08206158131361008,
0.07821585983037949,
-0.09175524115562439,
0.06443890929222107,
0.06287352740764618,
-0.030489768832921982,
0.2329244762659073,
0.05746395140886307,
-0.06097088009119034,
-0.0017778754699975252,
0.0006765403086319566,
-0.024884330108761787,
0.024488281458616257,
-0.10552779585123062,
-0.014077574945986271,
0.07762390375137329,
0.019795900210738182,
0.028719548135995865,
-0.0688992515206337,
0.01228037104010582,
-0.015190457925200462,
-0.0634387880563736,
-0.0739278718829155,
0.09087290614843369,
-0.00587608153000474,
0.14175832271575928,
0.0044827768579125404,
0.1153838187456131,
0.03561001643538475,
-0.018067996948957443,
-0.11852040141820908,
0.10356247425079346,
-0.015809761360287666,
-0.20045435428619385,
-0.06327351927757263,
-0.04504033550620079,
-0.11385353654623032,
-0.01950359344482422,
0.0029954060446470976,
-0.13540410995483398,
-0.06577430665493011,
-0.06540752202272415,
0.07208005338907242,
-0.006983024999499321,
-0.05789985507726669,
-0.040401481091976166,
0.029641924425959587,
-0.04338855296373367,
-0.08241751044988632,
-0.03705364838242531,
-0.12522099912166595,
-0.16682593524456024,
0.05982966348528862,
-0.04388931766152382,
0.013550537638366222,
0.18000449240207672,
0.02598109096288681,
-0.006239293608814478,
-0.047225985676050186,
0.1134645938873291,
-0.12412221729755402,
-0.00811824481934309,
0.27365612983703613,
-0.004171343054622412,
-0.0040467348881065845,
0.11098166555166245,
0.05260748416185379,
-0.09438514709472656,
0.08179597556591034,
0.024085575714707375,
-0.0792304053902626,
-0.23994112014770508,
-0.14328378438949585,
-0.09291937947273254,
-0.1117934137582779,
-0.09339252859354019,
0.0580182783305645,
0.09223507344722748,
0.09570032358169556,
-0.03487316891551018,
-0.02057086117565632,
-0.006880311295390129,
0.007951143197715282,
0.18679767847061157,
0.014351284131407738,
0.08183058351278305,
-0.06391287595033646,
-0.024774782359600067,
0.13599281013011932,
0.04286615923047066,
0.26072901487350464,
-0.006584819406270981,
0.14333762228488922,
0.10508502274751663,
0.08105585724115372,
0.10673706978559494,
0.03231722116470337,
-0.1011200025677681,
-0.044280845671892166,
-0.053413014858961105,
-0.10325241088867188,
-0.03859160467982292,
0.07843784242868423,
-0.0019898314494639635,
0.03056998737156391,
-0.03711054101586342,
0.06810512393712997,
0.06096084415912628,
0.09263988584280014,
0.024298034608364105,
-0.12663961946964264,
-0.033444203436374664,
0.06749335676431656,
0.016235271468758583,
-0.0366489551961422,
0.08775116503238678,
0.18561811745166779,
-0.10929128527641296,
0.10208632797002792,
0.06538064032793045,
0.07997794449329376,
-0.07312409579753876,
0.02688465267419815,
-0.08806225657463074,
0.010568800382316113,
-0.0278964601457119,
0.09184151142835617,
-0.19198408722877502,
0.21982520818710327,
-0.014346268028020859,
-0.014692531898617744,
-0.16734473407268524,
-0.036700885742902756,
0.07857469469308853,
0.17120446264743805,
0.13576683402061462,
0.004127567168325186,
0.06251762062311172,
-0.044748660176992416,
-0.06159573048353195,
0.04477911442518234,
0.03668197989463806,
0.0056660110130906105,
0.05135602876543999,
-0.04373007267713547,
0.04982892796397209,
-0.035819631069898605,
-0.030328042805194855,
-0.02852298878133297,
-0.11351314932107925,
0.03717716783285141,
0.013488131575286388,
0.026100222021341324,
0.014372078701853752,
-0.04334213584661484,
-0.007872867397964,
0.03218323364853859,
-0.08033236116170883,
-0.10754834115505219,
-0.10787351429462433,
0.013805638067424297,
0.07903770357370377,
-0.08317960053682327,
-0.00398385850712657,
-0.013096359558403492,
0.06723185628652573,
0.01179709006100893,
-0.05320149287581444,
0.04504874348640442,
-0.07233534008264542,
-0.17512111365795135,
0.0542384535074234,
0.11882839351892471,
0.06939587742090225,
0.0897633358836174,
0.02506357803940773,
-0.05009771138429642,
-0.044525329023599625,
-0.1566716432571411,
-0.02935585007071495,
0.1835121363401413,
0.035269882529973984,
0.09343959391117096,
-0.09403149038553238,
-0.04846277832984924,
-0.10938303172588348,
-0.1285599023103714,
0.12719294428825378,
0.19711165130138397,
-0.07692918926477432,
0.12600961327552795,
0.14489701390266418,
-0.054897114634513855,
-0.18818750977516174,
0.0073805637657642365,
-0.012960255146026611,
0.027107056230306625,
0.04533860459923744,
-0.12092196941375732,
0.09918563812971115,
0.10505863279104233,
-0.011533517390489578,
-0.03453600034117699,
-0.10326042026281357,
-0.10683266073465347,
-0.0017571853240951896,
-0.048101186752319336,
0.23503443598747253,
-0.10838289558887482,
-0.058363888412714005,
0.0143367825075984,
0.033659227192401886,
0.11423855274915695,
-0.027536097913980484,
0.09785818308591843,
-0.062378495931625366,
0.14567774534225464,
0.041773077100515366,
-0.01877727173268795,
0.13118670880794525,
0.005537312477827072,
0.0879388377070427,
-0.09542309492826462,
-0.10424645990133286,
-0.009604175575077534,
0.0007113286992534995,
0.1973208785057068,
-0.0017678795848041773,
-0.009958288632333279,
-0.029371514916419983,
-0.1014910489320755,
-0.09312565624713898,
0.02744564227759838,
0.009178359061479568,
-0.08031028509140015,
-0.1564679592847824,
0.10171665996313095,
-0.013509925454854965,
-0.01998056098818779,
-0.002248175907880068,
-0.13337191939353943,
-0.03756386414170265,
-0.034736402332782745,
0.341675341129303,
-0.11096639931201935,
0.057662490755319595,
0.008648569695651531,
-0.0032278753351420164,
0.09358402341604233,
-0.16676053404808044,
0.04160249978303909,
0.0915561243891716,
0.008347493596374989,
0.1483701467514038,
0.03529435768723488,
-0.06219927966594696,
0.0923910066485405,
0.058064647018909454,
-0.041432373225688934,
-0.24266886711120605,
-0.05784306302666664,
0.033763326704502106,
-0.05880655348300934,
-0.019782425835728645,
0.10117880254983902,
-0.08553622663021088,
0.008912242949008942,
-0.030593231320381165,
0.05967753008008003,
-0.044235698878765106,
0.08810190856456757,
-0.004987089429050684,
0.0035891199950128794,
-0.0975511223077774,
-0.04086833447217941,
0.09636131674051285,
-0.0347822867333889,
0.021905945613980293,
-0.01840987429022789,
-0.11283871531486511,
-0.04017900303006172,
-0.1635068953037262,
0.017368722707033157,
-0.08857201039791107,
-0.131316140294075,
0.06462451815605164,
-0.15357328951358795,
-0.0560433566570282,
0.1333491951227188,
0.0447453036904335,
-0.010346805676817894,
-0.05679144710302353,
-0.05467505753040314,
-0.0992509126663208,
0.06834420561790466,
-0.024509117007255554,
-0.04699508845806122,
-0.07711191475391388,
0.08063574880361557,
0.08746732771396637,
0.08705669641494751,
-0.0849684476852417,
-0.008599916473031044,
-0.10466685146093369,
-0.009067480452358723,
-0.191164031624794,
-0.0006956657744012773,
-0.06778039783239365,
-0.01753409579396248,
-0.02880466915667057,
-0.0431690476834774,
-0.05681343376636505,
0.007702605798840523,
-0.08431828767061234,
0.08199949562549591,
0.018220189958810806,
0.130067840218544,
-0.04338018596172333,
0.008198559284210205,
0.06486409902572632,
-0.0032340427860617638,
0.18253810703754425,
0.0285965483635664,
-0.0665709376335144,
-0.008936413563787937,
-0.1381901055574417,
0.04100312665104866,
0.09731712937355042,
0.10626831650733948,
0.004316987469792366,
-0.13635854423046112,
0.0052269380539655685,
0.03666152060031891,
-0.020749280229210854,
0.025953665375709534,
-0.007323929574340582,
-0.046969618648290634,
0.046012576669454575,
-0.05929333344101906,
-0.0485624298453331,
-0.04837225750088692,
-0.04863331839442253,
-0.03087952733039856,
0.05890330672264099,
0.07178598642349243,
-0.023110754787921906,
0.0027410779148340225,
-0.0755801573395729,
0.008432690985500813,
-0.07731789350509644,
0.008257721550762653,
-0.061154287308454514,
-0.05120350047945976,
0.06845429539680481,
0.06498586386442184,
0.31476545333862305,
-0.025037845596671104,
-0.12059014290571213,
0.003941026050597429,
0.13390225172042847,
0.09292548149824142,
-0.08325185626745224,
0.07756786793470383,
0.0804171934723854,
0.0019943350926041603,
0.008464936167001724,
0.04909210652112961,
-0.033710964024066925,
-0.00896185077726841,
0.24454441666603088,
0.059343211352825165,
0.007757623679935932,
-0.03866418078541756,
0.11566273123025894,
-0.06460972875356674,
-0.03041057661175728,
-0.13529792428016663,
-0.06057850643992424,
-0.05585368722677231,
-0.08373875916004181,
0.037131622433662415,
0.23877497017383575,
-0.05657082796096802,
0.08175892382860184,
-0.05309765785932541,
-0.051870446652173996,
-0.14210613071918488,
-0.16328410804271698,
-0.06960240006446838,
-0.10658079385757446,
-0.03214121237397194,
-0.12029328942298889,
-0.02047445811331272,
0.1007576733827591,
0.09908723831176758,
-0.08371994644403458,
0.10560770332813263,
-0.1604129672050476,
-0.07456358522176743,
0.013339492492377758,
0.019583754241466522,
-0.0013497783802449703,
-0.08217078447341919,
0.07037272304296494,
-0.004309901036322117,
-0.034203819930553436,
0.02014891803264618,
0.09107707440853119,
0.03703831136226654,
-0.04564252495765686,
-0.046193696558475494,
-0.019439535215497017,
-0.054641783237457275,
-0.017044536769390106,
0.056531213223934174,
0.13112688064575195,
0.046196818351745605,
-0.056988708674907684,
-0.00759952561929822,
0.11935264617204666,
-0.0334591381251812,
-0.03704266622662544,
-0.10960035771131516,
0.1311766356229782,
-0.04761044681072235,
-0.010059626772999763,
-0.059802208095788956,
-0.050758276134729385,
0.02460595779120922,
0.32954442501068115,
0.19270280003547668,
-0.0942956879734993,
-0.00632610684260726,
-0.04908846691250801,
0.05560482293367386,
0.009304969571530819,
0.0984262153506279,
0.06353659927845001,
0.40077725052833557,
-0.03386696055531502,
0.05654848366975784,
-0.04659460484981537,
0.05942089855670929,
-0.039123356342315674,
0.09089212119579315,
0.04797428473830223,
-0.026719994843006134,
-0.032954439520835876,
0.06789613515138626,
-0.08896232396364212,
-0.0430213026702404,
-0.044560257345438004,
-0.08070366084575653,
-0.06116003915667534,
-0.0004146480350755155,
-0.14067625999450684,
0.029825484380126,
0.0007293957751244307,
-0.02031978964805603,
-0.039839502424001694,
0.15505976974964142,
0.050215426832437515,
-0.1481727957725525,
0.02866419591009617,
0.1927367001771927,
0.1457875818014145,
0.11751347035169601,
0.04513583332300186,
0.07419818639755249,
0.07351808249950409,
-0.023287219926714897,
-0.03145260363817215,
0.12695515155792236,
-0.046946924179792404,
-0.04913826286792755,
0.019261356443166733,
0.04711016267538071,
0.06421442329883575,
0.0014608860947191715,
0.0884115993976593,
-0.06621228903532028,
0.04083821922540665,
0.015388269908726215,
-0.014372218400239944,
-0.1071801483631134,
0.11327563226222992,
-0.097164086997509,
0.1243191808462143,
0.17378394305706024,
-0.03993090242147446,
-0.0016025761142373085,
-0.05682811886072159,
0.0542849600315094,
0.01351139135658741,
0.06017414852976799,
0.009015258401632309,
-0.15198586881160736,
0.051214106380939484,
-0.022475268691778183,
-0.0286575797945261,
-0.24533502757549286,
-0.020623547956347466,
-0.0047659906558692455,
0.03316636011004448,
-0.05241098627448082,
-0.03301535174250603,
0.05332028493285179,
0.043360356241464615,
-0.011745584197342396,
-0.11893019080162048,
-0.0028469227254390717,
0.03480773791670799,
-0.13036930561065674,
-0.05438033118844032
] |
null | null | transformers | Llamafied version of 01-ai's [Yi-6B-200k](https://huggingface.co/01-ai/Yi-6B-200K) for ease of use.
## Model Performance
| Model | MMLU | CMMLU | C-Eval | GAOKAO | BBH | Common-sense Reasoning | Reading Comprehension | Math & Code |
| :------------ | :------: | :------: | :------: | :------: | :------: | :--------------------: | :-------------------: | :---------: |
| | 5-shot | 5-shot | 5-shot | 0-shot | 3-shot@1 | - | - | - |
| LLaMA2-34B | 62.6 | - | - | - | 44.1 | 69.9 | 68.0 | 26.0 |
| LLaMA2-70B | 68.9 | 53.3 | - | 49.8 | 51.2 | 71.9 | 69.4 | 36.8 |
| Baichuan2-13B | 59.2 | 62.0 | 58.1 | 54.3 | 48.8 | 64.3 | 62.4 | 23.0 |
| Qwen-14B | 66.3 | 71.0 | 72.1 | 62.5 | 53.4 | 73.3 | 72.5 | **39.8** |
| Skywork-13B | 62.1 | 61.8 | 60.6 | 68.1 | 41.7 | 72.4 | 61.4 | 24.9 |
| InternLM-20B | 62.1 | 59.0 | 58.8 | 45.5 | 52.5 | 78.3 | - | 30.4 |
| Aquila-34B | 67.8 | 71.4 | 63.1 | - | - | - | - | - |
| Falcon-180B | 70.4 | 58.0 | 57.8 | 59.0 | 54.0 | 77.3 | 68.8 | 34.0 |
| Yi-6B | 63.2 | 75.5 | 72.0 | 72.2 | 42.8 | 72.3 | 68.7 | 19.8 |
| Yi-6B-200K | 64.0 | 75.3 | 73.5 | 73.9 | 42.0 | 72.0 | 69.1 | 19.0 |
| **Yi-34B** | **76.3** | **83.7** | 81.4 | 82.8 | **54.3** | **80.1** | 76.4 | 37.1 |
| Yi-34B-200K | 76.1 | 83.6 | **81.9** | **83.4** | 52.7 | 79.7 | **76.6** | 36.3 |
While benchmarking open-source models, we have observed a disparity between the
results generated by our pipeline and those reported in public sources (e.g.
OpenCompass). Upon conducting a more in-depth investigation of this difference,
we have discovered that various models may employ different prompts,
post-processing strategies, and sampling techniques, potentially resulting in
significant variations in the outcomes. Our prompt and post-processing strategy
remains consistent with the original benchmark, and greedy decoding is employed
during evaluation without any post-processing for the generated content. For
scores that were not reported by the original authors (including scores reported
with different settings), we try to get results with our pipeline.
To evaluate the model's capability extensively, we adopted the methodology
outlined in Llama2. Specifically, we included PIQA, SIQA, HellaSwag, WinoGrande,
ARC, OBQA, and CSQA to assess common sense reasoning. SquAD, QuAC, and BoolQ
were incorporated to evaluate reading comprehension. CSQA was exclusively tested
using a 7-shot setup, while all other tests were conducted with a 0-shot
configuration. Additionally, we introduced GSM8K (8-shot@1), MATH (4-shot@1),
HumanEval (0-shot@1), and MBPP (3-shot@1) under the category "Math & Code". Due
to technical constraints, we did not test Falcon-180 on QuAC and OBQA; the score
is derived by averaging the scores on the remaining tasks. Since the scores for
these two tasks are generally lower than the average, we believe that
Falcon-180B's performance was not underestimated.
## Usage
Please visit our [github repository](https://github.com/01-ai/Yi) for general
guidance on how to use this model.
## Disclaimer
Although we use data compliance checking algorithms during the training process
to ensure the compliance of the trained model to the best of our ability, due to
the complexity of the data and the diversity of language model usage scenarios,
we cannot guarantee that the model will generate correct and reasonable output
in all scenarios. Please be aware that there is still a risk of the model
producing problematic outputs. We will not be responsible for any risks and
issues resulting from misuse, misguidance, illegal usage, and related
misinformation, as well as any associated data security concerns.
## License
The Yi series models are fully open for academic research and free commercial
usage with permission via applications. All usage must adhere to the [Model
License Agreement 2.0](https://huggingface.co/01-ai/Yi-6B-200K/blob/main/LICENSE). To
apply for the official commercial license, please contact us
([[email protected]](mailto:[email protected])). | {"language": ["zh", "en"], "license": "other", "license_name": "yi-license", "license_link": "LICENSE"} | text-generation | larryvrh/Yi-6B-200K-Llamafied | [
"transformers",
"safetensors",
"llama",
"text-generation",
"zh",
"en",
"license:other",
"autotrain_compatible",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | 2023-11-11T05:37:52+00:00 | [] | [
"zh",
"en"
] | TAGS
#transformers #safetensors #llama #text-generation #zh #en #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us
| Llamafied version of 01-ai's Yi-6B-200k for ease of use.
Model Performance
-----------------
While benchmarking open-source models, we have observed a disparity between the
results generated by our pipeline and those reported in public sources (e.g.
OpenCompass). Upon conducting a more in-depth investigation of this difference,
we have discovered that various models may employ different prompts,
post-processing strategies, and sampling techniques, potentially resulting in
significant variations in the outcomes. Our prompt and post-processing strategy
remains consistent with the original benchmark, and greedy decoding is employed
during evaluation without any post-processing for the generated content. For
scores that were not reported by the original authors (including scores reported
with different settings), we try to get results with our pipeline.
To evaluate the model's capability extensively, we adopted the methodology
outlined in Llama2. Specifically, we included PIQA, SIQA, HellaSwag, WinoGrande,
ARC, OBQA, and CSQA to assess common sense reasoning. SquAD, QuAC, and BoolQ
were incorporated to evaluate reading comprehension. CSQA was exclusively tested
using a 7-shot setup, while all other tests were conducted with a 0-shot
configuration. Additionally, we introduced GSM8K (8-shot@1), MATH (4-shot@1),
HumanEval (0-shot@1), and MBPP (3-shot@1) under the category "Math & Code". Due
to technical constraints, we did not test Falcon-180 on QuAC and OBQA; the score
is derived by averaging the scores on the remaining tasks. Since the scores for
these two tasks are generally lower than the average, we believe that
Falcon-180B's performance was not underestimated.
Usage
-----
Please visit our github repository for general
guidance on how to use this model.
Disclaimer
----------
Although we use data compliance checking algorithms during the training process
to ensure the compliance of the trained model to the best of our ability, due to
the complexity of the data and the diversity of language model usage scenarios,
we cannot guarantee that the model will generate correct and reasonable output
in all scenarios. Please be aware that there is still a risk of the model
producing problematic outputs. We will not be responsible for any risks and
issues resulting from misuse, misguidance, illegal usage, and related
misinformation, as well as any associated data security concerns.
License
-------
The Yi series models are fully open for academic research and free commercial
usage with permission via applications. All usage must adhere to the Model
License Agreement 2.0. To
apply for the official commercial license, please contact us
(yi@URL).
| [] | [
"TAGS\n#transformers #safetensors #llama #text-generation #zh #en #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n"
] | [
56
] | [
"passage: TAGS\n#transformers #safetensors #llama #text-generation #zh #en #license-other #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n"
] | [
-0.02698417566716671,
-0.03617057576775551,
-0.004425483290106058,
-0.017055775970220566,
0.1006951704621315,
-0.011686170473694801,
0.184432253241539,
0.08754812926054001,
0.024364907294511795,
-0.015449637547135353,
0.1317550390958786,
0.1824844777584076,
-0.019059067592024803,
0.026801027357578278,
-0.10073601454496384,
-0.1777745932340622,
0.07542973011732101,
0.01644078642129898,
0.008701683022081852,
0.06339827924966812,
0.10172738879919052,
-0.06869970262050629,
0.07982610911130905,
-0.021517600864171982,
-0.07098009437322617,
0.02778463438153267,
0.04507159814238548,
-0.12348177284002304,
0.11646480113267899,
0.08058871328830719,
0.07557363063097,
0.1025146022439003,
-0.00005363871605368331,
-0.23433169722557068,
0.025165311992168427,
-0.022152133285999298,
-0.09855573624372482,
0.00672174384817481,
0.06711884588003159,
-0.0713767483830452,
0.07873588055372238,
0.03489893674850464,
-0.053904421627521515,
0.086027592420578,
-0.08817914128303528,
-0.07263416796922684,
-0.06347343325614929,
0.015302847139537334,
0.08439847826957703,
0.07099727541208267,
0.007886718958616257,
0.12721312046051025,
-0.06354952603578568,
0.0732317641377449,
0.17450891435146332,
-0.3796328902244568,
0.04355461522936821,
0.13810625672340393,
0.11524629592895508,
0.013406982645392418,
-0.0664345845580101,
0.124723881483078,
0.08629438281059265,
-0.05168191343545914,
0.02835487388074398,
-0.06234204024076462,
0.07017966359853745,
0.06503912806510925,
-0.0779799073934555,
-0.02419271506369114,
0.2328178435564041,
-0.036221642047166824,
0.018865086138248444,
-0.07256908714771271,
-0.07104597240686417,
-0.010800589807331562,
-0.012236509472131729,
0.06523258239030838,
-0.038214463740587234,
0.08945198357105255,
0.05236010625958443,
-0.017673444002866745,
-0.14446626603603363,
-0.02604207582771778,
-0.1555701643228531,
0.22817641496658325,
0.03802831470966339,
0.034710533916950226,
-0.1467304229736328,
0.07080880552530289,
0.05450768396258354,
-0.12305805087089539,
-0.02562740445137024,
-0.09611774981021881,
0.05092839524149895,
-0.0009692440507933497,
-0.033167365938425064,
-0.08072009682655334,
0.17340965569019318,
0.18922974169254303,
0.03432733193039894,
0.026865191757678986,
-0.07733802497386932,
0.08616866171360016,
0.009215205907821655,
0.035503778606653214,
0.03227751702070236,
-0.040740564465522766,
0.09016846865415573,
-0.08986517041921616,
0.06739490479230881,
-0.060386642813682556,
-0.17630308866500854,
-0.018484467640519142,
0.05830998718738556,
0.14142706990242004,
-0.03586465120315552,
0.10056792944669724,
-0.013217915780842304,
0.04784383252263069,
0.03755626827478409,
-0.06359647214412689,
-0.030279064550995827,
0.005627536680549383,
0.03898554667830467,
0.0003649562713690102,
0.0012931028613820672,
0.04348767548799515,
-0.052833277732133865,
0.07789624482393265,
-0.06374944746494293,
-0.04243473336100578,
-0.026563508436083794,
-0.0422898605465889,
0.05289014056324959,
-0.06405171006917953,
0.06081436574459076,
-0.18393567204475403,
-0.20698527991771698,
0.03467815741896629,
-0.0014360996428877115,
0.007576510310173035,
0.007893053814768791,
-0.019665013998746872,
-0.031838309019804,
0.02398627996444702,
-0.07754722982645035,
-0.032222945243120193,
-0.09827824681997299,
0.10129198431968689,
-0.02773110941052437,
-0.00042099691927433014,
-0.17237946391105652,
0.030785417184233665,
-0.08567489683628082,
0.029440859332680702,
0.05622439831495285,
-0.0009899019496515393,
-0.07561878859996796,
0.14463187754154205,
0.002225385047495365,
0.015420999377965927,
-0.0386771559715271,
0.06953803449869156,
-0.048359546810388565,
0.14540433883666992,
-0.12145388871431351,
-0.05390205234289169,
0.19438888132572174,
-0.13123120367527008,
-0.20781368017196655,
0.0826573297381401,
-0.020105669274926186,
0.050644781440496445,
0.09681642800569534,
0.2094779908657074,
0.053992412984371185,
-0.10042225569486618,
0.03213316574692726,
0.082567498087883,
-0.08678711205720901,
-0.11139596998691559,
0.01922684535384178,
0.011468100361526012,
-0.1321558952331543,
0.04907296597957611,
0.07010175287723541,
0.05662935599684715,
-0.02976706624031067,
-0.05970877781510353,
-0.05785593017935753,
-0.0515529029071331,
0.02640060894191265,
-0.022244727239012718,
0.08884631097316742,
-0.07596106082201004,
-0.00016321937437169254,
0.0037900866009294987,
0.0204997006803751,
-0.003047887934371829,
0.012143905274569988,
-0.09649752825498581,
0.10812767595052719,
0.022958386689424515,
0.05082603916525841,
-0.1047905907034874,
-0.09182783961296082,
-0.010942144319415092,
0.06760548055171967,
0.01686287298798561,
0.07345615327358246,
0.008303442038595676,
0.030236124992370605,
-0.016797982156276703,
-0.02476220764219761,
0.18242977559566498,
0.049916449934244156,
-0.04641612991690636,
-0.10277574509382248,
0.057681988924741745,
-0.05390401557087898,
0.0212529506534338,
-0.14120331406593323,
0.021152429282665253,
0.0790836289525032,
0.0946630910038948,
-0.019215257838368416,
0.09850672632455826,
-0.038065675646066666,
-0.0024006643798202276,
-0.10500913113355637,
0.02976205013692379,
0.08516321331262589,
0.01173197291791439,
-0.12579955160617828,
0.1720147579908371,
-0.19396944344043732,
0.2952788174152374,
0.18447265028953552,
-0.1647026389837265,
0.06301236897706985,
-0.10303561389446259,
-0.0013302559964358807,
0.001886792597360909,
0.01440547127276659,
-0.047818250954151154,
-0.020078103989362717,
-0.023457888513803482,
0.18052245676517487,
-0.09228622168302536,
-0.04402345418930054,
0.01142867747694254,
-0.08325815945863724,
-0.016862409189343452,
0.07877113670110703,
0.11762990802526474,
-0.21862277388572693,
0.17549480497837067,
0.2219664603471756,
0.039604734629392624,
0.21898405253887177,
-0.07164441794157028,
0.03079216741025448,
0.034733694046735764,
0.030328957363963127,
0.005805171560496092,
0.022240038961172104,
-0.07037600874900818,
-0.013535203412175179,
0.06017671152949333,
0.021637503057718277,
0.07520696520805359,
-0.15434980392456055,
-0.06737902760505676,
-0.019163811579346657,
-0.03739069774746895,
0.03730257228016853,
0.12223505228757858,
-0.010526436381042004,
0.11307615786790848,
-0.07298914343118668,
-0.05073245242238045,
0.11054112017154694,
-0.02424917183816433,
-0.11482321470975876,
0.17849566042423248,
-0.1179758682847023,
-0.21520723402500153,
-0.1919616013765335,
-0.16897696256637573,
-0.09922055900096893,
0.0342448391020298,
0.1245674341917038,
-0.022730393335223198,
-0.05835280567407608,
-0.043479446321725845,
0.019590115174651146,
-0.03162311017513275,
0.02358955144882202,
-0.06545249372720718,
0.08166595548391342,
-0.08817572146654129,
-0.1194106787443161,
-0.07360406965017319,
-0.011826349422335625,
-0.052454814314842224,
0.12040139734745026,
-0.10070832818746567,
0.1002349853515625,
0.11388204991817474,
0.021028487011790276,
0.028539668768644333,
-0.06220191717147827,
0.10464194416999817,
-0.04988452419638634,
-0.0007332235691137612,
0.21875473856925964,
-0.04958653450012207,
0.06981576979160309,
0.15830524265766144,
0.012233716435730457,
-0.10283803194761276,
0.04806344211101532,
-0.029373589903116226,
-0.11441473662853241,
-0.21280908584594727,
-0.1310630887746811,
-0.09764444828033447,
0.055353693664073944,
0.00799624715000391,
0.08817198872566223,
0.20974157750606537,
0.05991461127996445,
-0.04686123505234718,
-0.007382722105830908,
0.062041912227869034,
0.08859005570411682,
0.22617606818675995,
0.0022857110016047955,
0.12526041269302368,
-0.11209388077259064,
-0.10227227956056595,
0.07184586673974991,
0.05581691488623619,
0.1479344367980957,
0.11332325637340546,
0.07073506712913513,
0.08342079818248749,
0.10077163577079773,
0.15737934410572052,
0.11304523050785065,
0.03206668794155121,
-0.045518212020397186,
-0.01176466140896082,
-0.04876064136624336,
-0.009402823634445667,
0.0645810216665268,
-0.07895443588495255,
-0.12217440456151962,
-0.03922681510448456,
-0.07601535320281982,
0.07301383465528488,
0.07139062136411667,
0.0018843800062313676,
-0.14769576489925385,
0.06299290060997009,
0.10998693853616714,
-0.018021535128355026,
-0.06883034855127335,
0.1057218387722969,
-0.013540358282625675,
-0.07214154303073883,
0.1264691948890686,
-0.03296675160527229,
0.09143269807100296,
0.021187027916312218,
0.08595190197229385,
-0.11244462430477142,
-0.08609876781702042,
0.008746101520955563,
0.13015562295913696,
-0.311091810464859,
0.19672663509845734,
0.011948960833251476,
0.0011345843086019158,
-0.11734738200902939,
-0.01977713592350483,
0.038932714611291885,
0.1764497458934784,
0.13924001157283783,
-0.030819466337561607,
-0.13814377784729004,
-0.06509307026863098,
0.010735963471233845,
0.027421025559306145,
0.11809175461530685,
-0.024497127160429955,
0.024384457617998123,
-0.07455401867628098,
-0.0022416769061237574,
0.0029231880325824022,
0.032946791499853134,
-0.0436297170817852,
-0.16003714501857758,
0.04188932105898857,
0.05992366001009941,
0.07308152318000793,
-0.06459652632474899,
0.0002467512967996299,
-0.17832307517528534,
0.11181910336017609,
-0.1410864144563675,
-0.07245051860809326,
-0.11669544130563736,
-0.10997055470943451,
0.010747650638222694,
-0.045090850442647934,
0.04607897624373436,
-0.04184187203645706,
0.05414257198572159,
-0.12014120072126389,
-0.21370403468608856,
0.07313460856676102,
-0.08637461811304092,
-0.07650765031576157,
-0.03746753931045532,
0.16503871977329254,
-0.09645070135593414,
-0.013903007842600346,
0.05674644932150841,
-0.004366339650005102,
-0.0509217232465744,
-0.1239786371588707,
-0.0393630713224411,
-0.0007494186284020543,
0.02306518144905567,
-0.03904418274760246,
-0.1362943798303604,
-0.09471147507429123,
0.009327052161097527,
-0.10874680429697037,
0.22305253148078918,
0.3077583611011505,
-0.04399096593260765,
0.1557849496603012,
0.18516023457050323,
-0.09875629097223282,
-0.3595980405807495,
-0.16512273252010345,
-0.1921752244234085,
-0.021819543093442917,
-0.014714851044118404,
-0.08233865350484848,
0.08845753222703934,
0.04526514932513237,
-0.05727342888712883,
0.12963347136974335,
-0.20850197970867157,
-0.12858597934246063,
0.16188949346542358,
0.04223417863249779,
0.39524298906326294,
-0.18477676808834076,
-0.11024367064237595,
-0.12470266222953796,
-0.06709121912717819,
0.1543714553117752,
-0.10608752816915512,
0.10627446323633194,
-0.0034395635593682528,
-0.017051883041858673,
0.013056003488600254,
-0.03892819210886955,
0.1149599701166153,
-0.031631313264369965,
0.0829048901796341,
-0.13417620956897736,
-0.005867563653737307,
0.09824976325035095,
-0.027632318437099457,
0.048357896506786346,
-0.2007748782634735,
0.017180005088448524,
-0.04168999567627907,
-0.051484644412994385,
-0.02063859812915325,
0.10525357723236084,
0.001992642879486084,
-0.07423897832632065,
-0.061014700680971146,
-0.03898231312632561,
0.012847126461565495,
-0.025698071345686913,
0.28730887174606323,
-0.05594480037689209,
0.09756210446357727,
0.13627174496650696,
0.138418048620224,
-0.14710934460163116,
0.12356697767972946,
-0.0726722925901413,
-0.07550520449876785,
0.07618727535009384,
-0.11232747882604599,
0.05876445025205612,
0.10242006182670593,
-0.020581725984811783,
0.07415293902158737,
0.07937315106391907,
-0.02030840888619423,
-0.017612619325518608,
0.1580481082201004,
-0.19233645498752594,
-0.0781085267663002,
-0.07409559935331345,
0.09094741940498352,
0.12029962986707687,
0.09835049510002136,
0.14714790880680084,
-0.0038253783714026213,
0.017429500818252563,
-0.007113373372703791,
-0.00828989315778017,
-0.04125845059752464,
0.060163676738739014,
0.042579010128974915,
0.04010104015469551,
-0.12461034208536148,
0.07868904620409012,
-0.0190881434828043,
0.00861357431858778,
0.01805037073791027,
0.0968908742070198,
-0.1593603491783142,
-0.12755435705184937,
-0.04669579491019249,
0.18738116323947906,
-0.17580989003181458,
-0.10513798147439957,
-0.0787573829293251,
-0.1940937340259552,
0.03295827656984329,
0.3006143569946289,
0.07628682255744934,
0.07762604206800461,
0.020292265340685844,
-0.05862848460674286,
-0.028701819479465485,
0.029007794335484505,
-0.046061329543590546,
0.05803771689534187,
-0.12751984596252441,
-0.03344976529479027,
-0.02416067197918892,
0.09426438808441162,
-0.10080647468566895,
-0.01814776472747326,
-0.17116549611091614,
0.03174780309200287,
-0.21184638142585754,
0.0034504495561122894,
-0.09067576378583908,
-0.030802229419350624,
0.003721361281350255,
-0.0324091762304306,
-0.03906434401869774,
-0.017460647970438004,
-0.09725459665060043,
0.019539348781108856,
-0.034519679844379425,
0.07816845923662186,
-0.07069085538387299,
-0.046264030039310455,
0.05108237639069557,
-0.04139843210577965,
0.09822013974189758,
0.04509546607732773,
-0.064418725669384,
0.1496104896068573,
-0.20303156971931458,
-0.036454521119594574,
0.104530468583107,
0.03423408418893814,
0.01469231303781271,
0.07170667499303818,
0.0033722410444170237,
0.11166627705097198,
-0.004205893259495497,
0.0562637560069561,
-0.08977241814136505,
-0.1150842159986496,
0.002558882115408778,
-0.06680970638990402,
-0.08481612056493759,
-0.00866258330643177,
-0.07362791895866394,
0.07237397879362106,
0.004923269152641296,
0.17614421248435974,
-0.05618041381239891,
0.025016844272613525,
-0.02455371804535389,
0.027663705870509148,
0.003706484567373991,
-0.20586803555488586,
-0.06444200128316879,
-0.10657481849193573,
-0.03658939525485039,
0.006560345645993948,
0.2885325849056244,
0.01447390578687191,
-0.08128178119659424,
0.04683361575007439,
0.1038893610239029,
0.05748409405350685,
0.036754608154296875,
0.3489009439945221,
0.07357890158891678,
0.010736764408648014,
-0.13511021435260773,
0.02778293937444687,
0.01767631620168686,
-0.08521632105112076,
0.05805770680308342,
0.08367660641670227,
-0.07183359563350677,
0.08055293560028076,
0.0705447718501091,
-0.012420175597071648,
-0.02160731889307499,
-0.07378222793340683,
-0.035242658108472824,
0.013945594429969788,
-0.008436547592282295,
0.06129281595349312,
0.23682352900505066,
-0.041081879287958145,
-0.0004200654220767319,
-0.0057827262207865715,
-0.027695495635271072,
-0.16583453118801117,
-0.21337713301181793,
-0.09959665685892105,
-0.06745278090238571,
0.037647973746061325,
-0.04463919252157211,
0.014609060250222683,
0.07950709015130997,
0.06941734999418259,
-0.03161908686161041,
0.07708544284105301,
-0.026496250182390213,
-0.07195743173360825,
0.01294244546443224,
-0.04630056768655777,
-0.009238447062671185,
-0.010457935743033886,
-0.04337749257683754,
-0.0576079860329628,
-0.07617250829935074,
-0.05703653022646904,
0.05509473383426666,
0.003999006934463978,
0.050086770206689835,
-0.13859543204307556,
-0.05296993628144264,
-0.023915430530905724,
0.04004986956715584,
0.0021021724678575993,
0.14490321278572083,
0.013218172825872898,
-0.044530075043439865,
0.07399187237024307,
0.16690942645072937,
-0.010995609685778618,
-0.17655833065509796,
0.0031627968419343233,
0.15878240764141083,
0.057992156594991684,
0.11116603016853333,
-0.023229828104376793,
0.011769563890993595,
0.01961071975529194,
0.32696807384490967,
0.25395435094833374,
-0.03430423513054848,
0.055072300136089325,
-0.04434605687856674,
0.03369762748479843,
0.054441533982753754,
0.10816597938537598,
0.041765231639146805,
0.23337985575199127,
-0.04205859452486038,
0.00028645197744481266,
-0.04755263403058052,
0.0037349273916333914,
-0.14310261607170105,
0.1403106302022934,
0.00952245481312275,
-0.08267729729413986,
-0.03765903413295746,
0.08705107867717743,
-0.17869646847248077,
0.10234105587005615,
-0.03861336410045624,
-0.06956398487091064,
-0.010744946077466011,
0.022456657141447067,
0.14864195883274078,
-0.031226757913827896,
0.008074743673205376,
-0.04748254269361496,
-0.05146659165620804,
-0.05647307261824608,
0.004603913053870201,
-0.18564699590206146,
0.05314157158136368,
0.038019970059394836,
0.03249816223978996,
0.08053762465715408,
-0.017287572845816612,
0.04259379953145981,
0.08806934952735901,
0.03434758260846138,
-0.037611059844493866,
0.17528881132602692,
0.0210235808044672,
-0.09259455651044846,
0.03599940240383148,
-0.04728478193283081,
0.009025568142533302,
0.0013677398674190044,
0.021524500101804733,
-0.0802069902420044,
0.06198257580399513,
0.024513665586709976,
-0.1058393344283104,
-0.00769491633400321,
0.06953081488609314,
-0.0756121352314949,
0.09591022878885269,
-0.025169217959046364,
-0.016803521662950516,
-0.002037575002759695,
-0.051013875752687454,
0.04510015994310379,
-0.0017668037908151746,
-0.13579048216342926,
-0.020366890355944633,
-0.12467355281114578,
-0.055172815918922424,
0.12501731514930725,
-0.0010478411568328738,
-0.2326468527317047,
-0.00532840471714735,
-0.10673321783542633,
0.04049258306622505,
-0.18606561422348022,
0.06848803907632828,
0.22053223848342896,
0.004973981995135546,
-0.010601168498396873,
-0.21921730041503906,
0.025643205270171165,
0.024141527712345123,
-0.07186289131641388,
-0.114753358066082
] |
null | null | transformers |
<!-- This model card has been generated automatically according to the information the Trainer had access to. You
should probably proofread and complete it, then remove this comment. -->
# emotion-analysis-nanot5-small-malaysian-cased
This model is a fine-tuned version of [patrickxchong/bert-tiny-bahasa-cased-sentiment](https://huggingface.co/patrickxchong/bert-tiny-bahasa-cased-sentiment) on an unknown dataset.
It achieves the following results on the evaluation set:
- eval_loss: 0.9733
- eval_accuracy: {'accuracy': 0.7276688453159041}
- eval_f1score: {'f1': 0.7182408591455907}
- eval_runtime: 6.6242
- eval_samples_per_second: 138.583
- eval_steps_per_second: 17.361
- step: 0
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 642
- num_epochs: 7
### Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
| {"license": "apache-2.0", "tags": ["generated_from_trainer"], "base_model": "patrickxchong/bert-tiny-bahasa-cased-sentiment", "model-index": [{"name": "emotion-analysis-nanot5-small-malaysian-cased", "results": []}]} | text-classification | soongbren/emotion-analysis-nanot5-small-malaysian-cased | [
"transformers",
"tensorboard",
"safetensors",
"bert",
"text-classification",
"generated_from_trainer",
"base_model:patrickxchong/bert-tiny-bahasa-cased-sentiment",
"license:apache-2.0",
"autotrain_compatible",
"endpoints_compatible",
"region:us"
] | 2023-11-11T05:47:42+00:00 | [] | [] | TAGS
#transformers #tensorboard #safetensors #bert #text-classification #generated_from_trainer #base_model-patrickxchong/bert-tiny-bahasa-cased-sentiment #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us
|
# emotion-analysis-nanot5-small-malaysian-cased
This model is a fine-tuned version of patrickxchong/bert-tiny-bahasa-cased-sentiment on an unknown dataset.
It achieves the following results on the evaluation set:
- eval_loss: 0.9733
- eval_accuracy: {'accuracy': 0.7276688453159041}
- eval_f1score: {'f1': 0.7182408591455907}
- eval_runtime: 6.6242
- eval_samples_per_second: 138.583
- eval_steps_per_second: 17.361
- step: 0
## Model description
More information needed
## Intended uses & limitations
More information needed
## Training and evaluation data
More information needed
## Training procedure
### Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.0002
- train_batch_size: 8
- eval_batch_size: 8
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_steps: 642
- num_epochs: 7
### Framework versions
- Transformers 4.35.0
- Pytorch 2.1.0+cu118
- Datasets 2.14.6
- Tokenizers 0.14.1
| [
"# emotion-analysis-nanot5-small-malaysian-cased\n\nThis model is a fine-tuned version of patrickxchong/bert-tiny-bahasa-cased-sentiment on an unknown dataset.\nIt achieves the following results on the evaluation set:\n- eval_loss: 0.9733\n- eval_accuracy: {'accuracy': 0.7276688453159041}\n- eval_f1score: {'f1': 0.7182408591455907}\n- eval_runtime: 6.6242\n- eval_samples_per_second: 138.583\n- eval_steps_per_second: 17.361\n- step: 0",
"## Model description\n\nMore information needed",
"## Intended uses & limitations\n\nMore information needed",
"## Training and evaluation data\n\nMore information needed",
"## Training procedure",
"### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- lr_scheduler_warmup_steps: 642\n- num_epochs: 7",
"### Framework versions\n\n- Transformers 4.35.0\n- Pytorch 2.1.0+cu118\n- Datasets 2.14.6\n- Tokenizers 0.14.1"
] | [
"TAGS\n#transformers #tensorboard #safetensors #bert #text-classification #generated_from_trainer #base_model-patrickxchong/bert-tiny-bahasa-cased-sentiment #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us \n",
"# emotion-analysis-nanot5-small-malaysian-cased\n\nThis model is a fine-tuned version of patrickxchong/bert-tiny-bahasa-cased-sentiment on an unknown dataset.\nIt achieves the following results on the evaluation set:\n- eval_loss: 0.9733\n- eval_accuracy: {'accuracy': 0.7276688453159041}\n- eval_f1score: {'f1': 0.7182408591455907}\n- eval_runtime: 6.6242\n- eval_samples_per_second: 138.583\n- eval_steps_per_second: 17.361\n- step: 0",
"## Model description\n\nMore information needed",
"## Intended uses & limitations\n\nMore information needed",
"## Training and evaluation data\n\nMore information needed",
"## Training procedure",
"### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- lr_scheduler_warmup_steps: 642\n- num_epochs: 7",
"### Framework versions\n\n- Transformers 4.35.0\n- Pytorch 2.1.0+cu118\n- Datasets 2.14.6\n- Tokenizers 0.14.1"
] | [
78,
165,
6,
12,
8,
3,
105,
33
] | [
"passage: TAGS\n#transformers #tensorboard #safetensors #bert #text-classification #generated_from_trainer #base_model-patrickxchong/bert-tiny-bahasa-cased-sentiment #license-apache-2.0 #autotrain_compatible #endpoints_compatible #region-us \n# emotion-analysis-nanot5-small-malaysian-cased\n\nThis model is a fine-tuned version of patrickxchong/bert-tiny-bahasa-cased-sentiment on an unknown dataset.\nIt achieves the following results on the evaluation set:\n- eval_loss: 0.9733\n- eval_accuracy: {'accuracy': 0.7276688453159041}\n- eval_f1score: {'f1': 0.7182408591455907}\n- eval_runtime: 6.6242\n- eval_samples_per_second: 138.583\n- eval_steps_per_second: 17.361\n- step: 0## Model description\n\nMore information needed## Intended uses & limitations\n\nMore information needed## Training and evaluation data\n\nMore information needed## Training procedure### Training hyperparameters\n\nThe following hyperparameters were used during training:\n- learning_rate: 0.0002\n- train_batch_size: 8\n- eval_batch_size: 8\n- seed: 42\n- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08\n- lr_scheduler_type: linear\n- lr_scheduler_warmup_steps: 642\n- num_epochs: 7### Framework versions\n\n- Transformers 4.35.0\n- Pytorch 2.1.0+cu118\n- Datasets 2.14.6\n- Tokenizers 0.14.1"
] | [
-0.09915052354335785,
0.15439070761203766,
-0.0049802204594016075,
0.07730548083782196,
0.10570692270994186,
0.013006478548049927,
0.07306377589702606,
0.16141563653945923,
-0.06740301102399826,
0.1130470559000969,
0.04370453581213951,
0.05897444859147072,
0.07772299647331238,
0.07851457595825195,
-0.027247313410043716,
-0.16903291642665863,
0.009366138838231564,
-0.032873574644327164,
0.011974107474088669,
0.1079900786280632,
0.09945403784513474,
-0.1010049432516098,
0.07513954490423203,
-0.004256908781826496,
-0.06224330514669418,
0.02874261513352394,
-0.02898235432803631,
-0.052653949707746506,
0.08646391332149506,
0.019185205921530724,
0.06666819006204605,
0.014395748265087605,
0.09157829731702805,
-0.31302282214164734,
-0.006882555782794952,
0.09125911444425583,
0.03247881308197975,
0.05894261971116066,
0.07455314695835114,
-0.03727835789322853,
0.09846954792737961,
-0.12879715859889984,
0.10936280339956284,
0.039071910083293915,
-0.11258269846439362,
-0.20386873185634613,
-0.09892015904188156,
0.08824250102043152,
0.10754992067813873,
0.10595038533210754,
-0.04627532139420509,
0.13867004215717316,
-0.08218488097190857,
0.07432059943675995,
0.19407925009727478,
-0.23460891842842102,
-0.043238814920186996,
-0.0031953805591911077,
0.054725270718336105,
0.022379746660590172,
-0.12176463007926941,
-0.010889040306210518,
0.05472302436828613,
0.012168845161795616,
0.0620296373963356,
-0.01470144186168909,
-0.06304676085710526,
0.0327063724398613,
-0.09555240720510483,
-0.06460987776517868,
0.11261057108640671,
0.08486494421958923,
-0.05811848118901253,
-0.14501799643039703,
-0.00874591525644064,
-0.13570164144039154,
0.011938669718801975,
-0.07021237164735794,
0.04268644377589226,
-0.04252371937036514,
-0.05053061619400978,
0.021014276891946793,
-0.10116254538297653,
-0.027174055576324463,
0.03568456694483757,
0.05399233475327492,
0.008651496842503548,
-0.00495493970811367,
-0.01982753723859787,
0.10111630707979202,
-0.022927697747945786,
-0.13090994954109192,
-0.06729763001203537,
-0.0033830003812909126,
-0.0950586274266243,
-0.053063079714775085,
-0.030076900497078896,
-0.00953209400177002,
-0.011487346142530441,
0.14656497538089752,
-0.05929301679134369,
0.08635398000478745,
-0.0003450638905633241,
-0.0142916738986969,
-0.002137341070920229,
0.16524791717529297,
-0.04981476441025734,
-0.04955243319272995,
-0.08169256150722504,
0.12258630245923996,
-0.012942049652338028,
-0.0029036703053861856,
-0.0210457444190979,
0.033005356788635254,
0.0659937784075737,
0.06983080506324768,
-0.03590868413448334,
0.025592058897018433,
-0.09643545746803284,
-0.007366822101175785,
-0.023826228454709053,
-0.139626607298851,
0.05815957114100456,
0.049066491425037384,
-0.1047334298491478,
-0.04119420796632767,
0.04483085125684738,
-0.005503758788108826,
-0.028012799099087715,
0.08777071535587311,
-0.03630771115422249,
-0.011643737554550171,
-0.06514802575111389,
-0.0834740549325943,
0.040578167885541916,
-0.05833984166383743,
-0.009458749555051327,
-0.0649852603673935,
-0.15751391649246216,
-0.08683990687131882,
0.03701435774564743,
-0.06606079638004303,
0.007649592589586973,
-0.078935906291008,
-0.05254661291837692,
0.026356825605034828,
-0.02383160963654518,
0.07203076779842377,
-0.042232695966959,
0.05139662325382233,
-0.016607962548732758,
0.049959439784288406,
0.12025395035743713,
0.0356089323759079,
-0.10317763686180115,
0.02622348442673683,
-0.07552646100521088,
0.11882178485393524,
-0.07772624492645264,
0.02980656735599041,
-0.14529666304588318,
-0.08201289176940918,
0.0013172812759876251,
0.0018873601220548153,
0.09154195338487625,
0.14019173383712769,
-0.19780786335468292,
-0.056500256061553955,
0.14010217785835266,
-0.05734897404909134,
-0.100545234978199,
0.08506292849779129,
-0.04514625295996666,
0.08982445299625397,
0.07428186386823654,
0.16706624627113342,
0.06122950464487076,
-0.14154687523841858,
-0.0540640726685524,
-0.018713830038905144,
0.06299728155136108,
0.15542635321617126,
0.02957102470099926,
-0.037115104496479034,
0.08604471385478973,
0.009104734286665916,
-0.07395444810390472,
-0.030983997508883476,
-0.07068058103322983,
-0.09687454998493195,
-0.016538776457309723,
-0.06351851671934128,
0.024592915549874306,
0.05297485738992691,
-0.012455874122679234,
-0.08506497740745544,
-0.12499304860830307,
0.06522894650697708,
0.11316224187612534,
-0.05116309970617294,
0.023454023525118828,
-0.10579701513051987,
-0.0033314113970845938,
0.06283526122570038,
-0.006654043681919575,
-0.18217508494853973,
-0.04523314908146858,
0.031198570504784584,
-0.08343768119812012,
-0.021746305748820305,
0.017745371907949448,
0.07938725501298904,
0.0214527677744627,
-0.03952697664499283,
-0.04229369014501572,
-0.09378455579280853,
-0.006942525506019592,
-0.06575842201709747,
-0.20540621876716614,
-0.025410087779164314,
-0.035273656249046326,
0.2212522327899933,
-0.22394020855426788,
0.021084902808070183,
0.061681270599365234,
0.10896806418895721,
0.04013912379741669,
-0.08003716915845871,
-0.002798378001898527,
0.018437229096889496,
-0.00782612431794405,
-0.07975228875875473,
0.030826635658740997,
0.009644721634685993,
-0.08854112029075623,
0.0018118692096322775,
-0.1750892996788025,
-0.029742510989308357,
0.08113522827625275,
0.08017142862081528,
-0.13853466510772705,
0.005285595543682575,
-0.05894448980689049,
-0.014998002909123898,
-0.08377786725759506,
-0.010433846153318882,
0.20252744853496552,
0.05238635092973709,
0.10093948245048523,
-0.04547868296504021,
-0.06431027501821518,
0.0038028168492019176,
-0.0010353683028370142,
-0.022987447679042816,
0.1695522516965866,
-0.00563047593459487,
-0.07467199116945267,
0.06133580952882767,
0.06795331090688705,
0.05054411664605141,
0.13771456480026245,
-0.0373673178255558,
-0.09401893615722656,
-0.05785398185253143,
0.038338448852300644,
0.008003240451216698,
0.11162751168012619,
-0.09091722220182419,
-0.010587210766971111,
0.03939284384250641,
-0.00339619442820549,
-0.027785394340753555,
-0.1590086817741394,
-0.0016404464840888977,
0.07471101731061935,
-0.033572740852832794,
-0.011124060489237309,
-0.03551262244582176,
0.021957824006676674,
0.0905403420329094,
0.014037705026566982,
-0.0014045432908460498,
-0.02898538112640381,
-0.03236070275306702,
-0.11709728837013245,
0.1774086356163025,
-0.09622348099946976,
-0.1828502118587494,
-0.09416674822568893,
0.066299207508564,
-0.01992443948984146,
-0.01949995942413807,
0.04031020775437355,
-0.1501581221818924,
-0.07067287713289261,
-0.12515950202941895,
-0.005237128119915724,
-0.0034879171289503574,
-0.04065375030040741,
0.05972486734390259,
0.030169587582349777,
0.09803838282823563,
-0.13406042754650116,
0.00168100674636662,
-0.018679441884160042,
-0.06115838140249252,
-0.0008144080638885498,
0.059855636209249496,
0.0764458104968071,
0.11799792945384979,
0.015615022741258144,
0.022987015545368195,
-0.04023784026503563,
0.1856265366077423,
-0.09886880964040756,
-0.026154281571507454,
0.07761546224355698,
-0.007440703921020031,
0.0538669191300869,
0.13783730566501617,
0.017182452604174614,
-0.10327064245939255,
0.04518471658229828,
0.09027763456106186,
-0.003087947377935052,
-0.280741423368454,
-0.0017451239982619882,
0.013819416984915733,
0.0022519619669765234,
0.11247441172599792,
0.03755364939570427,
-0.0038314135745167732,
0.031173666939139366,
-0.016233202069997787,
-0.013824611902236938,
0.009266844019293785,
0.07945402711629868,
0.06627894937992096,
0.01209003385156393,
0.0862312763929367,
-0.023741524666547775,
0.0027448604814708233,
0.054646722972393036,
-0.03914181888103485,
0.19382725656032562,
-0.02812805585563183,
0.10982148349285126,
0.056902579963207245,
0.13034670054912567,
-0.07082284241914749,
0.010983670130372047,
0.031353432685136795,
-0.004252687096595764,
0.012421195395290852,
-0.07142914086580276,
-0.046092208474874496,
0.06469844281673431,
-0.024373067542910576,
0.05641895905137062,
-0.10013598948717117,
0.049129921942949295,
0.07782059162855148,
0.28090348839759827,
0.07502973824739456,
-0.25843432545661926,
-0.09126841276884079,
0.008622591383755207,
-0.024097828194499016,
-0.05437799170613289,
-0.028891967609524727,
0.09908891469240189,
-0.14287754893302917,
0.06866281479597092,
-0.027983270585536957,
0.07407326251268387,
-0.09081459790468216,
0.01580367051064968,
0.043009813874959946,
0.013858605176210403,
-0.00006853101513115689,
0.05445230007171631,
-0.1895848661661148,
0.216848224401474,
0.02055204100906849,
0.10808407515287399,
-0.0509771853685379,
0.04421057179570198,
0.016016004607081413,
0.005761181004345417,
0.15162386000156403,
0.000736794201657176,
-0.060684800148010254,
-0.19728484749794006,
-0.05639505386352539,
0.008885647170245647,
0.11833834648132324,
-0.09614544361829758,
0.09220636636018753,
-0.018450487405061722,
0.00042710438719950616,
0.008313366211950779,
-0.03940520063042641,
-0.15218490362167358,
-0.11171484738588333,
0.02827630564570427,
-0.01985296793282032,
0.003073135856539011,
-0.07135377824306488,
-0.09493736177682877,
-0.07925910502672195,
0.19320257008075714,
-0.03355603665113449,
-0.02590922825038433,
-0.11829003691673279,
0.07177995145320892,
0.09173198789358139,
-0.06529796123504639,
-0.012515798211097717,
0.03195741027593613,
0.11127369105815887,
0.03391358628869057,
-0.02046373300254345,
0.06177063286304474,
-0.05679089576005936,
-0.16406883299350739,
-0.07975674420595169,
0.13546155393123627,
0.09279488772153854,
0.06038917973637581,
0.012864828109741211,
0.007096767425537109,
0.029789311811327934,
-0.07052700966596603,
0.04735161364078522,
0.11651603132486343,
0.031723640859127045,
0.029446545988321304,
-0.04041560739278793,
-0.008432087488472462,
-0.0975126326084137,
-0.04883277416229248,
0.08284472674131393,
0.24672505259513855,
-0.07906956970691681,
0.09568272531032562,
0.07282065600156784,
-0.11130344867706299,
-0.1628294289112091,
0.07427359372377396,
0.10572222620248795,
0.03201888129115105,
0.0962483361363411,
-0.14591386914253235,
0.06236875429749489,
0.0999961718916893,
-0.0036402030382305384,
0.0017582090804353356,
-0.2764841616153717,
-0.1301763951778412,
0.07058282941579819,
0.07123110443353653,
-0.06681466102600098,
-0.13978344202041626,
-0.043906476348638535,
-0.02468583919107914,
-0.1555929183959961,
0.04654091224074364,
-0.06814204901456833,
0.07177320867776871,
0.014843578450381756,
0.06181850656867027,
0.05717700347304344,
-0.02508423663675785,
0.1581360548734665,
0.04113716632127762,
0.07148797065019608,
-0.0706227496266365,
0.037675049155950546,
0.08221578598022461,
-0.09430218487977982,
0.077791728079319,
-0.024361779913306236,
0.042252521961927414,
-0.1687086969614029,
-0.027099456638097763,
-0.07713044434785843,
0.024258507415652275,
-0.08098641037940979,
-0.044455185532569885,
-0.05907784029841423,
0.05785037577152252,
0.09447287023067474,
-0.026123065501451492,
-0.02800246886909008,
-0.03630610555410385,
0.09016195684671402,
0.14337289333343506,
0.0948471650481224,
0.04761401563882828,
-0.12531167268753052,
0.017573969438672066,
-0.0027761985547840595,
0.034930966794490814,
-0.18443463742733002,
0.043378498405218124,
0.14187106490135193,
0.04110529646277428,
0.18351919949054718,
0.007114953827112913,
-0.10111994296312332,
0.010260771960020065,
0.04267912358045578,
-0.08626622706651688,
-0.13482528924942017,
0.016368858516216278,
-0.05499455705285072,
-0.15168695151805878,
-0.03685882315039635,
0.12589634954929352,
-0.030386444181203842,
-0.008795523084700108,
-0.021045831963419914,
0.04332921281456947,
-0.0031121200881898403,
0.1685146540403366,
-0.017337393015623093,
0.07257813215255737,
-0.06626366078853607,
0.12410713732242584,
0.060777537524700165,
-0.16013775765895844,
0.08002301305532455,
0.013877803459763527,
-0.056849993765354156,
-0.02682328224182129,
0.017256559804081917,
0.13841292262077332,
0.012886622920632362,
-0.044516488909721375,
-0.08914145827293396,
-0.09802158176898956,
0.060008663684129715,
0.06753749400377274,
0.024973314255475998,
0.011806933209300041,
-0.005646278616040945,
0.019020551815629005,
-0.11286277323961258,
0.09056020528078079,
0.10756787657737732,
0.012270600534975529,
-0.08400122821331024,
0.12516731023788452,
0.011100192554295063,
-0.004369056783616543,
0.026288243010640144,
-0.015997769311070442,
-0.08612155169248581,
0.015971260145306587,
-0.10386448353528976,
0.008497080765664577,
-0.02731417678296566,
0.005697472020983696,
0.006286861840635538,
-0.007351063657552004,
-0.032632675021886826,
0.04411516338586807,
-0.08396128565073013,
-0.08312208950519562,
0.027667054906487465,
0.09694477170705795,
-0.15576204657554626,
-0.0316576212644577,
0.04417130723595619,
-0.11396479606628418,
0.07547105848789215,
0.051513489335775375,
0.010514275170862675,
0.014632903970777988,
-0.12248639762401581,
0.01566554233431816,
0.022656377404928207,
0.0016702983994036913,
0.039432235062122345,
-0.13494262099266052,
-0.0011873629409819841,
-0.04575812816619873,
-0.004323742818087339,
0.028620362281799316,
0.013615235686302185,
-0.10050694644451141,
-0.026107536628842354,
0.006098834797739983,
-0.04735869541764259,
-0.05588741600513458,
0.057921938598155975,
0.07216039299964905,
0.03668225556612015,
0.1401042938232422,
-0.0702676773071289,
0.06264013051986694,
-0.21799571812152863,
-0.03236528858542442,
0.00602916581556201,
0.003849635599181056,
-0.027714107185602188,
-0.038388755172491074,
0.0971282348036766,
-0.05336441472172737,
0.05836215242743492,
-0.004929048474878073,
0.1331194043159485,
0.03824656456708908,
-0.09485013782978058,
-0.044121451675891876,
0.014069759286940098,
0.10533885657787323,
0.03660908341407776,
-0.023799655959010124,
0.04914899915456772,
-0.025866884738206863,
0.06302809715270996,
0.08670105040073395,
0.11508888751268387,
0.18114504218101501,
0.07246863096952438,
0.07578311860561371,
0.03216720372438431,
-0.09214290976524353,
-0.11004187166690826,
0.10742553323507309,
-0.100470632314682,
0.1216585636138916,
-0.05386798083782196,
0.15329545736312866,
0.0924355611205101,
-0.1840437352657318,
0.08093703538179398,
-0.11006250977516174,
-0.0879664421081543,
-0.10119133442640305,
-0.06437020748853683,
-0.08460788428783417,
-0.11490081250667572,
0.04880901426076889,
-0.1068650335073471,
0.06614126265048981,
0.05762948468327522,
0.028391582891345024,
0.010242142714560032,
0.11017707735300064,
-0.06480339169502258,
-0.01637420430779457,
0.12656182050704956,
0.01408354565501213,
-0.020318375900387764,
-0.06840214133262634,
-0.009955610148608685,
0.06353088468313217,
0.013784917071461678,
0.08614611625671387,
-0.010614069178700447,
0.022102443501353264,
0.019272634759545326,
-0.014929000288248062,
-0.07611607015132904,
0.017022673040628433,
0.003812237409874797,
0.033703647553920746,
0.051781076937913895,
0.07072015851736069,
0.02524036169052124,
-0.029151421040296555,
0.25825393199920654,
-0.07045711576938629,
-0.02861211448907852,
-0.1676785796880722,
0.12833072245121002,
0.05793607980012894,
0.019410017877817154,
0.04808960482478142,
-0.13155798614025116,
0.003438211977481842,
0.14243468642234802,
0.08140134811401367,
-0.006917632184922695,
-0.000708641717210412,
-0.02158140018582344,
-5.79461755023658e-7,
-0.06268429756164551,
0.027772171422839165,
0.08620471507310867,
-0.02750476449728012,
-0.055505190044641495,
0.03770590201020241,
0.00044472800800576806,
-0.06342848390340805,
-0.0029213849920779467,
0.09109676629304886,
-0.0023893287871032953,
0.03411538153886795,
-0.05365246161818504,
0.07967899739742279,
0.034401021897792816,
-0.26106613874435425,
0.13532710075378418,
-0.19386528432369232,
-0.1380007416009903,
-0.0012384483125060797,
0.09843214601278305,
0.03215021267533302,
0.08134860545396805,
0.015846384689211845,
-0.027507053688168526,
0.18447057902812958,
0.0012334802886471152,
-0.0535292811691761,
-0.14035525918006897,
0.05419507250189781,
-0.09139589220285416,
0.251465380191803,
-0.009287073276937008,
0.030027614906430244,
0.10633405297994614,
0.015228766947984695,
-0.12837621569633484,
0.038027938455343246,
0.08906253427267075,
-0.07628493010997772,
0.020749880000948906,
0.16780909895896912,
-0.04644203931093216,
0.15371070802211761,
0.08298074454069138,
-0.13197968900203705,
0.02184413932263851,
-0.02018931321799755,
-0.005369651131331921,
-0.09883947670459747,
0.020720500499010086,
-0.042721811681985855,
0.11953365802764893,
0.21048031747341156,
-0.024587389081716537,
0.020623866468667984,
-0.06748560070991516,
0.013606172055006027,
0.009167349897325039,
0.0700613409280777,
0.0043193562887609005,
-0.16407963633537292,
0.06681778281927109,
0.05726134777069092,
0.06579819321632385,
-0.2453853189945221,
-0.12664605677127838,
0.12324672192335129,
-0.059276361018419266,
-0.028208810836076736,
0.11531763523817062,
0.05314074084162712,
0.03352450951933861,
-0.04050900787115097,
-0.17476867139339447,
0.010750696994364262,
0.18173232674598694,
-0.08273330330848694,
-0.05189890041947365
] |
null | null | null |
# **Reinforce** Agent playing **CartPole-v1**
This is a trained model of a **Reinforce** agent playing **CartPole-v1** .
To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction
| {"tags": ["CartPole-v1", "reinforce", "reinforcement-learning", "custom-implementation", "deep-rl-class"], "model-index": [{"name": "Reinforce-CartPole-v1", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "CartPole-v1", "type": "CartPole-v1"}, "metrics": [{"type": "mean_reward", "value": "500.00 +/- 0.00", "name": "mean_reward", "verified": false}]}]}]} | reinforcement-learning | nondevs/Reinforce-CartPole-v1 | [
"CartPole-v1",
"reinforce",
"reinforcement-learning",
"custom-implementation",
"deep-rl-class",
"model-index",
"region:us"
] | 2023-11-11T05:50:34+00:00 | [] | [] | TAGS
#CartPole-v1 #reinforce #reinforcement-learning #custom-implementation #deep-rl-class #model-index #region-us
|
# Reinforce Agent playing CartPole-v1
This is a trained model of a Reinforce agent playing CartPole-v1 .
To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: URL
| [
"# Reinforce Agent playing CartPole-v1\n This is a trained model of a Reinforce agent playing CartPole-v1 .\n To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: URL"
] | [
"TAGS\n#CartPole-v1 #reinforce #reinforcement-learning #custom-implementation #deep-rl-class #model-index #region-us \n",
"# Reinforce Agent playing CartPole-v1\n This is a trained model of a Reinforce agent playing CartPole-v1 .\n To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: URL"
] | [
39,
54
] | [
"passage: TAGS\n#CartPole-v1 #reinforce #reinforcement-learning #custom-implementation #deep-rl-class #model-index #region-us \n# Reinforce Agent playing CartPole-v1\n This is a trained model of a Reinforce agent playing CartPole-v1 .\n To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: URL"
] | [
0.007526164408773184,
-0.12498430907726288,
-0.0013541718944907188,
0.09601131081581116,
0.11848696321249008,
-0.04186001420021057,
0.11405468732118607,
0.05624859035015106,
0.09539441019296646,
0.04239490255713463,
0.13636724650859833,
0.06906966865062714,
-0.004102868959307671,
0.12412862479686737,
0.09840741008520126,
-0.26058563590049744,
0.07420794665813446,
-0.04403980076313019,
-0.009944677352905273,
0.10139261186122894,
0.07836852967739105,
-0.08325441926717758,
0.051592715084552765,
0.00009572553972247988,
-0.044259943068027496,
0.0321260429918766,
0.013628939166665077,
-0.053157225251197815,
0.1606452465057373,
-0.07313758134841919,
0.10494591295719147,
-0.03843724727630615,
0.14574295282363892,
-0.1126825287938118,
0.04758213832974434,
0.05111503228545189,
-0.04548581689596176,
0.03848232328891754,
-0.12538743019104004,
-0.06033875793218613,
0.026815801858901978,
-0.015865681692957878,
0.12249194830656052,
0.03647647053003311,
-0.1777559220790863,
-0.13461355865001678,
-0.0165896974503994,
0.12325166910886765,
0.1627800315618515,
0.00512364786118269,
0.014270431362092495,
0.16791965067386627,
-0.1761058121919632,
0.025937072932720184,
0.11400806158781052,
-0.37275227904319763,
-0.00034436015994288027,
0.2240462601184845,
0.06164427846670151,
0.1252165287733078,
-0.12646614015102386,
0.010440526530146599,
0.07403992861509323,
0.04368630796670914,
0.049784936010837555,
-0.015430688858032227,
-0.12260042130947113,
0.08455035835504532,
-0.1383819431066513,
-0.058066487312316895,
0.1495426446199417,
-0.019741326570510864,
-0.009476418606936932,
-0.016515808179974556,
-0.009238536469638348,
-0.050979889929294586,
-0.03430935740470886,
-0.11778499186038971,
0.10755524039268494,
0.04975730925798416,
0.0038771627005189657,
-0.04602450504899025,
-0.05612579360604286,
-0.09815777093172073,
-0.03123871050775051,
0.0372777059674263,
-0.013706400990486145,
0.01091629359871149,
0.027692900970578194,
0.09935613721609116,
-0.13446329534053802,
0.01825822703540325,
-0.028096558526158333,
-0.028040969744324684,
-0.1316804438829422,
-0.11984307318925858,
-0.026084421202540398,
0.004223645199090242,
0.03029833547770977,
0.20433813333511353,
0.020139509811997414,
0.059011414647102356,
-0.0022708347532898188,
0.09776382148265839,
0.029780851677060127,
0.13517548143863678,
-0.04466623440384865,
0.19488364458084106,
0.07711011171340942,
0.05364556983113289,
0.03204274922609329,
-0.05344729498028755,
-0.19369827210903168,
0.04861246794462204,
0.06659778952598572,
0.08274952322244644,
-0.1178959533572197,
0.0059632807970047,
-0.10316018015146255,
0.0028950648847967386,
-0.10474003106355667,
-0.0642905905842781,
-0.02892979420721531,
0.031841445714235306,
-0.10535725951194763,
0.028785312548279762,
0.025052599608898163,
0.04140377417206764,
0.0676041767001152,
-0.12253966927528381,
-0.07404746115207672,
-0.021733485162258148,
-0.12817098200321198,
-0.09923440217971802,
0.08802318572998047,
-0.026199497282505035,
-0.005110981408506632,
-0.1253623217344284,
-0.2661486268043518,
-0.05670225992798805,
0.06396034359931946,
-0.03231031447649002,
-0.08589376509189606,
-0.1633463054895401,
0.026403428986668587,
-0.07700273394584656,
0.05221332609653473,
0.04776721075177193,
-0.03665859252214432,
0.02023705095052719,
-0.07958202809095383,
0.12739010155200958,
0.049698662012815475,
0.00541001046076417,
-0.09916839748620987,
0.07882837951183319,
-0.3034103214740753,
-0.02581131085753441,
-0.15228183567523956,
0.0772043839097023,
-0.07893010973930359,
0.01308529730886221,
0.05044940114021301,
0.043790437281131744,
-0.016942394897341728,
0.16269747912883759,
-0.17043575644493103,
-0.05301272124052048,
0.026445282623171806,
-0.09261117875576019,
-0.09916394203901291,
0.07275339215993881,
-0.06339669227600098,
0.21263530850410461,
0.08751397579908371,
0.17006252706050873,
-0.011036526411771774,
-0.16256992518901825,
0.1207515075802803,
0.07522942125797272,
-0.1639646589756012,
0.004287737421691418,
0.061784300953149796,
-0.0016935690073296428,
0.02746843732893467,
-0.01872866041958332,
-0.07289361208677292,
0.06302516162395477,
-0.07825060933828354,
0.022581040859222412,
0.06258945167064667,
-0.09531243145465851,
0.23986859619617462,
-0.005434412509202957,
0.0862451046705246,
-0.025957979261875153,
-0.09802921861410141,
0.00908072479069233,
0.07164718210697174,
-0.0014321404742076993,
0.01703714393079281,
-0.14553219079971313,
0.23044352233409882,
-0.07965081930160522,
0.011176814325153828,
-0.11607582122087479,
-0.1256982982158661,
0.011873425915837288,
0.13336114585399628,
0.059921663254499435,
0.16569606959819794,
0.09518871456384659,
-0.032197169959545135,
0.017584815621376038,
-0.0023385772947221994,
-0.09040450304746628,
0.01580043137073517,
-0.0021571461111307144,
-0.12167251110076904,
-0.07353103160858154,
-0.08134473115205765,
0.12585052847862244,
-0.20988115668296814,
0.015492538921535015,
0.04099845886230469,
0.008103687316179276,
0.04467369243502617,
0.023746047168970108,
-0.013269703835248947,
-0.00007021807687124237,
0.03244573250412941,
-0.10098352283239365,
0.12937165796756744,
0.013381263241171837,
0.014676140621304512,
-0.006365173030644655,
-0.05572463944554329,
0.03720450773835182,
0.040439579635858536,
-0.11237845569849014,
-0.11330515146255493,
-0.009658765979111195,
-0.0015364213613793254,
0.02637762948870659,
-0.022321155294775963,
0.052120618522167206,
0.27587956190109253,
0.05387469753623009,
0.10401033610105515,
-0.05769326910376549,
0.015315087512135506,
-0.015322818420827389,
-0.07135670632123947,
0.06358719617128372,
0.025013601407408714,
0.08050397783517838,
-0.03531401976943016,
0.03759452700614929,
0.1675453782081604,
-0.015888912603259087,
0.11127935349941254,
-0.06545067578554153,
-0.03844274953007698,
-0.043109722435474396,
0.05627678707242012,
0.015021559782326221,
0.04564907029271126,
0.0000015355876712419558,
-0.08444724231958389,
-0.03503387048840523,
-0.03988509997725487,
-0.010637006722390652,
-0.12273643165826797,
-0.00499896751716733,
0.01265440508723259,
-0.021940499544143677,
0.04488934203982353,
0.07375624030828476,
-0.04849626496434212,
0.025821007788181305,
0.06070821359753609,
-0.10193055868148804,
0.08957115560770035,
0.015067169442772865,
-0.06946801394224167,
0.13769419491291046,
-0.07484805583953857,
-0.045293889939785004,
-0.1025395318865776,
-0.1568877100944519,
0.09384927153587341,
0.06704871356487274,
-0.05427970737218857,
-0.1503879576921463,
-0.0016851738328114152,
-0.008973666466772556,
0.09206123650074005,
-0.006399387493729591,
-0.12621140480041504,
0.01989075168967247,
0.08295059949159622,
-0.05633419007062912,
-0.09804849326610565,
-0.0075809285044670105,
-0.05280788615345955,
-0.17707788944244385,
-0.03888550028204918,
-0.06398582458496094,
-0.06734282523393631,
0.23586803674697876,
0.02017230913043022,
0.08274748176336288,
-0.044721852988004684,
0.04250151664018631,
-0.012231717817485332,
0.0006326579605229199,
0.10689259320497513,
-0.09043551236391068,
-0.017900818958878517,
-0.001320177922025323,
-0.024820495396852493,
-0.07327181100845337,
0.029733488336205482,
-0.04272191599011421,
-0.08249637484550476,
-0.1415451467037201,
-0.04993678629398346,
-0.011005163192749023,
0.10754310339689255,
0.07337497919797897,
0.0048001972027122974,
-0.11733713001012802,
0.062058478593826294,
0.13692134618759155,
0.031207585707306862,
0.004062763415277004,
0.028157465159893036,
0.14977529644966125,
-0.10706274956464767,
-0.022463621571660042,
-0.038119975477457047,
-0.054863203316926956,
0.004114252515137196,
0.016883620992302895,
0.08840765058994293,
0.1410384476184845,
0.11468084901571274,
0.047563645988702774,
0.0464191697537899,
0.06561273336410522,
0.1694946140050888,
0.059157438576221466,
-0.10448314249515533,
-0.044678982347249985,
-0.0040070898830890656,
-0.10903503000736237,
0.057307638227939606,
0.16030821204185486,
0.06326017528772354,
-0.14463356137275696,
0.021787412464618683,
-0.038982175290584564,
0.13649246096611023,
0.020638149231672287,
-0.2677258849143982,
-0.008139112964272499,
0.023630544543266296,
-0.0010347915813326836,
-0.012379839085042477,
0.10821118950843811,
-0.040134772658348083,
-0.233198344707489,
-0.12299054861068726,
0.010077533312141895,
0.031144635751843452,
-0.1509784311056137,
0.015542911365628242,
-0.14036494493484497,
0.08027976751327515,
-0.007007129956036806,
0.07418135553598404,
-0.025149788707494736,
0.15060245990753174,
-0.028731435537338257,
0.01628703810274601,
-0.07902143895626068,
-0.047717493027448654,
0.09898673743009567,
-0.0046631391160190105,
0.1931537538766861,
0.005480166990309954,
-0.023713182657957077,
-0.12098433077335358,
-0.05229806900024414,
-0.04967813938856125,
0.010598190128803253,
-0.05373382940888405,
0.0765683576464653,
-0.02441473677754402,
-0.0039579677395522594,
-0.010900177992880344,
0.08942947536706924,
-0.05291692912578583,
0.03636563941836357,
-0.11246588081121445,
-0.05034820735454559,
0.14550213515758514,
-0.09163831174373627,
-0.10174685716629028,
-0.16205860674381256,
0.14137998223304749,
0.15070600807666779,
0.058216437697410583,
-0.04001476243138313,
0.03867831453680992,
-0.019183965399861336,
-0.024241572245955467,
0.07880574464797974,
0.009653856977820396,
0.1324782371520996,
-0.08983246237039566,
0.014327390119433403,
0.14589735865592957,
-0.05275948345661163,
0.016191845759749413,
-0.02304735779762268,
0.12202176451683044,
0.04650457948446274,
0.06189403310418129,
0.018547222018241882,
0.06655703485012054,
0.06466961652040482,
-0.02262885868549347,
0.08456692099571228,
0.030712679028511047,
-0.18644161522388458,
0.058530256152153015,
-0.09805119782686234,
0.22581584751605988,
0.05066308751702309,
0.06047345697879791,
0.2993181645870209,
0.21986234188079834,
-0.05372472479939461,
0.1669820249080658,
0.044286344200372696,
-0.05891284719109535,
-0.21245966851711273,
-0.03684934973716736,
-0.030655447393655777,
0.09436552971601486,
0.15607263147830963,
-0.0981721356511116,
-0.04201313853263855,
-0.00972361396998167,
-0.032264553010463715,
0.020120708271861076,
-0.24663487076759338,
-0.01734781451523304,
0.14379777014255524,
0.10629188269376755,
0.2451348900794983,
-0.006132842972874641,
0.023609744384884834,
0.049030207097530365,
0.018605992197990417,
-0.02483358606696129,
-0.21013511717319489,
0.09079083055257797,
0.006071676965802908,
0.04935038834810257,
0.022885039448738098,
-0.006052911281585693,
0.04500092566013336,
-0.073696069419384,
0.08904470503330231,
-0.08561883866786957,
-0.08341272175312042,
0.2185351401567459,
-0.03945168852806091,
-0.00661163916811347,
0.12917985022068024,
-0.011526807211339474,
-0.1097102016210556,
-0.015364703722298145,
0.027403371408581734,
0.030678823590278625,
-0.030246863141655922,
-0.03609466925263405,
0.024012766778469086,
0.10202405601739883,
-0.04282205551862717,
0.04565315693616867,
0.10240072011947632,
-0.020902957767248154,
0.15945613384246826,
0.13205459713935852,
0.10420060157775879,
0.002927543595433235,
-0.06464727967977524,
0.014349685050547123,
-0.055471502244472504,
0.02962767891585827,
-0.17038846015930176,
-0.0070191239938139915,
0.055695805698633194,
0.04772466421127319,
0.0945243164896965,
0.11333164572715759,
-0.127106174826622,
0.0300484336912632,
0.028996523469686508,
-0.06286120414733887,
-0.06029998138546944,
-0.002275418024510145,
-0.016458535566926003,
-0.008173024281859398,
-0.09947093576192856,
0.07884971052408218,
-0.10555081814527512,
-0.03306307643651962,
0.05025126785039902,
-0.0607193186879158,
-0.12852220237255096,
-0.010904680006206036,
0.1252979338169098,
0.061709314584732056,
-0.05078592896461487,
0.14939077198505402,
0.06109785661101341,
-0.08055379986763,
0.037185851484537125,
0.027442200109362602,
-0.08008874952793121,
-0.10198270529508591,
-0.0004569833690766245,
0.31761088967323303,
0.06076094135642052,
-0.0329466350376606,
-0.11946453154087067,
-0.15002015233039856,
0.04840146750211716,
0.1035679280757904,
0.12359631806612015,
0.011757869273424149,
-0.05322748050093651,
0.02236519381403923,
-0.05275069922208786,
0.03814244270324707,
0.06910209357738495,
-0.03928454965353012,
-0.13761694729328156,
0.0077122850343585014,
0.026647454127669334,
0.10174071043729782,
-0.06771174818277359,
-0.09184598177671432,
-0.18085066974163055,
0.09208621084690094,
-0.03432070091366768,
-0.10890032351016998,
0.027215104550123215,
-0.017406610772013664,
0.014248576015233994,
0.07639352232217789,
-0.047281619161367416,
0.01244808267802,
-0.1517520695924759,
0.07082249224185944,
0.05706808716058731,
0.08926787972450256,
0.000014311663107946515,
-0.054843269288539886,
0.07618319988250732,
-0.05763502046465874,
0.06680037826299667,
-0.053477559238672256,
0.005539732985198498,
0.10781200975179672,
-0.23264040052890778,
-0.021164139732718468,
0.009476077742874622,
-0.04681631922721863,
0.08765807747840881,
-0.19047698378562927,
0.024190550670027733,
-0.08897756040096283,
-0.024605726823210716,
0.01802127994596958,
-0.1086471825838089,
-0.04306677728891373,
0.08475461602210999,
0.037119291722774506,
-0.031288959085941315,
-0.04612116143107414,
-0.019314980134367943,
-0.0914498046040535,
0.053634315729141235,
0.07442525774240494,
-0.0687926784157753,
0.08314394950866699,
-0.05507456883788109,
0.00841207429766655,
-0.052043743431568146,
0.06760627031326294,
-0.012366239912807941,
-0.12672528624534607,
-0.02123171091079712,
-0.044928714632987976,
0.11662110686302185,
-0.023402327671647072,
0.022080281749367714,
0.014599837362766266,
0.0323631577193737,
-0.012065601535141468,
0.05028461292386055,
0.1019197478890419,
0.05136820673942566,
0.014879679307341576,
0.02292765863239765,
0.055746350437402725,
0.0757644772529602,
-0.1134679913520813,
0.06457309424877167,
-0.02098844014108181,
-0.08620109409093857,
0.1013324111700058,
0.06909440457820892,
0.037490107119083405,
0.15593400597572327,
0.22674402594566345,
0.10539932548999786,
-0.03564648702740669,
-0.03126971051096916,
0.12967991828918457,
0.17799612879753113,
-0.07682197540998459,
0.015780627727508545,
-0.0020607721526175737,
-0.017265556380152702,
-0.09849067777395248,
-0.13722245395183563,
-0.060460351407527924,
-0.2453264594078064,
0.1078341007232666,
-0.03288164362311363,
-0.04169659689068794,
0.128489688038826,
0.027952738106250763,
0.03724630922079086,
0.08183616399765015,
-0.12909026443958282,
-0.013460557907819748,
0.07749562710523605,
-0.08914026618003845,
-0.033571500331163406,
-0.17521262168884277,
-0.06771576404571533,
-0.08741120994091034,
-0.15989220142364502,
-0.06844990700483322,
0.029948782175779343,
0.035394806414842606,
0.010386589914560318,
-0.039711855351924896,
-0.01962728053331375,
0.011063394136726856,
-0.0025537724141031504,
-0.04985455423593521,
-0.01753084547817707,
0.021317757666110992,
-0.11333847790956497,
-0.024336790665984154,
0.16320326924324036,
-0.03297848999500275,
-0.18396754562854767,
-0.0405106395483017,
0.2157316505908966,
0.025046708062291145,
0.0590171180665493,
-0.073721744120121,
-0.016323629766702652,
0.021523483097553253,
0.20813441276550293,
0.10171995311975479,
-0.10821312665939331,
0.015457749366760254,
-0.03655189648270607,
0.0013793212128803134,
-0.061893612146377563,
0.10775819420814514,
0.06519263982772827,
-0.07549984753131866,
-0.17567221820354462,
-0.04389495030045509,
-0.08628730475902557,
0.03370477631688118,
-0.14383791387081146,
-0.03786516562104225,
0.1168690100312233,
0.004516853019595146,
-0.053927481174468994,
0.07883694022893906,
-0.17713546752929688,
0.03441957011818886,
-0.04880853369832039,
-0.13215437531471252,
-0.09491758048534393,
-0.10123858600854874,
0.0027463934384286404,
0.08913854509592056,
0.15567956864833832,
-0.06151591241359711,
-0.07471925020217896,
-0.009579092264175415,
-0.028091613203287125,
-0.052700337022542953,
-0.07900123298168182,
0.059512585401535034,
0.0007560851518064737,
0.16147300601005554,
-0.07439453154802322,
0.09558981657028198,
0.09099138528108597,
-0.021246420219540596,
-0.00915549136698246,
0.032866667956113815,
-0.003863809397444129,
-0.07436864078044891,
-0.04970616102218628,
0.02312966249883175,
0.027639856562018394,
0.10846075415611267,
-0.030836544930934906,
-0.1934703141450882,
0.11230092495679855,
0.09140218049287796,
-0.04296138137578964,
-0.046487610787153244,
0.05351927503943443,
-0.07097935676574707,
0.1252279132604599,
0.03444884717464447,
-0.02163051813840866,
0.013762647286057472,
-0.06370721012353897,
0.08370721340179443,
0.11594565212726593,
-0.048265840858221054,
-0.08278503268957138,
-0.06164652109146118,
0.012770666740834713,
0.02961382456123829,
-0.13650155067443848,
-0.21160630881786346,
-0.10802312940359116,
-0.1383298933506012,
0.004740108735859394,
-0.04703504592180252,
0.08498300611972809,
0.12991970777511597,
0.09780163317918777,
-0.011416295543313026,
-0.004867587238550186,
0.018085451796650887,
0.13192623853683472,
-0.11232008039951324,
-0.08192373812198639
] |
null | null | transformers |
# OpenChat 3.5 extended to 16k context length.
The same license applies from the original openchat/openchat_3.5 model.
# Original Model Card
# OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
<div align="center">
<img src="https://raw.githubusercontent.com/imoneoi/openchat/master/assets/logo_new.png" style="width: 65%">
</div>
<p align="center">
<a href="https://github.com/imoneoi/openchat">GitHub Repo</a> •
<a href="https://openchat.team">Online Demo</a> •
<a href="https://discord.gg/pQjnXvNKHY">Discord</a> •
<a href="https://twitter.com/imonenext">Twitter</a> •
<a href="https://huggingface.co/openchat">Huggingface</a> •
<a href="https://arxiv.org/pdf/2309.11235.pdf">Paper</a>
</p>
**🔥 The first 7B model Achieves Comparable Results with ChatGPT (March)! 🔥**
**🤖 #1 Open-source model on MT-bench scoring 7.81, outperforming 70B models 🤖**
<div style="display: flex; justify-content: center; align-items: center">
<img src="https://raw.githubusercontent.com/imoneoi/openchat/master/assets/openchat.png" style="width: 45%;">
<img src="https://raw.githubusercontent.com/imoneoi/openchat/master/assets/openchat_grok.png" style="width: 45%;">
</div>
OpenChat is an innovative library of open-source language models, fine-tuned with [C-RLFT](https://arxiv.org/pdf/2309.11235.pdf) - a strategy inspired by offline reinforcement learning. Our models learn from mixed-quality data without preference labels, delivering exceptional performance on par with ChatGPT, even with a 7B model. Despite our simple approach, we are committed to developing a high-performance, commercially viable, open-source large language model, and we continue to make significant strides toward this vision.
[](https://zenodo.org/badge/latestdoi/645397533)
## Usage
To use this model, we highly recommend installing the OpenChat package by following the [installation guide](https://github.com/imoneoi/openchat#installation) in our repository and using the OpenChat OpenAI-compatible API server by running the serving command from the table below. The server is optimized for high-throughput deployment using [vLLM](https://github.com/vllm-project/vllm) and can run on a consumer GPU with 24GB RAM. To enable tensor parallelism, append `--tensor-parallel-size N` to the serving command.
Once started, the server listens at `localhost:18888` for requests and is compatible with the [OpenAI ChatCompletion API specifications](https://platform.openai.com/docs/api-reference/chat). Please refer to the example request below for reference. Additionally, you can use the [OpenChat Web UI](https://github.com/imoneoi/openchat#web-ui) for a user-friendly experience.
If you want to deploy the server as an online service, you can use `--api-keys sk-KEY1 sk-KEY2 ...` to specify allowed API keys and `--disable-log-requests --disable-log-stats --log-file openchat.log` for logging only to a file. For security purposes, we recommend using an [HTTPS gateway](https://fastapi.tiangolo.com/es/deployment/concepts/#security-https) in front of the server.
<details>
<summary>Example request (click to expand)</summary>
```bash
curl http://localhost:18888/v1/chat/completions \
-H "Content-Type: application/json" \
-d '{
"model": "openchat_3.5",
"messages": [{"role": "user", "content": "You are a large language model named OpenChat. Write a poem to describe yourself"}]
}'
```
Coding Mode
```bash
curl http://localhost:18888/v1/chat/completions \
-H "Content-Type: application/json" \
-d '{
"model": "openchat_3.5",
"condition": "Code",
"messages": [{"role": "user", "content": "Write an aesthetic TODO app using HTML5 and JS, in a single file. You should use round corners and gradients to make it more aesthetic."}]
}'
```
</details>
| Model | Size | Context | Weights | Serving |
|--------------|------|---------|-------------------------------------------------------------|-------------------------------------------------------------------------------------------------------------|
| OpenChat 3.5 | 7B | 8192 | [Huggingface](https://huggingface.co/openchat/openchat_3.5) | `python -m ochat.serving.openai_api_server --model openchat/openchat_3.5 --engine-use-ray --worker-use-ray` |
For inference with Huggingface Transformers (slow and not recommended), follow the conversation template provided below.
<details>
<summary>Conversation templates (click to expand)</summary>
```python
import transformers
tokenizer = transformers.AutoTokenizer.from_pretrained("openchat/openchat_3.5")
# Single-turn
tokens = tokenizer("GPT4 Correct User: Hello<|end_of_turn|>GPT4 Correct Assistant:").input_ids
assert tokens == [1, 420, 6316, 28781, 3198, 3123, 1247, 28747, 22557, 32000, 420, 6316, 28781, 3198, 3123, 21631, 28747]
# Multi-turn
tokens = tokenizer("GPT4 Correct User: Hello<|end_of_turn|>GPT4 Correct Assistant: Hi<|end_of_turn|>GPT4 Correct User: How are you today?<|end_of_turn|>GPT4 Correct Assistant:").input_ids
assert tokens == [1, 420, 6316, 28781, 3198, 3123, 1247, 28747, 22557, 32000, 420, 6316, 28781, 3198, 3123, 21631, 28747, 15359, 32000, 420, 6316, 28781, 3198, 3123, 1247, 28747, 1602, 460, 368, 3154, 28804, 32000, 420, 6316, 28781, 3198, 3123, 21631, 28747]
# Coding Mode
tokens = tokenizer("Code User: Implement quicksort using C++<|end_of_turn|>Code Assistant:").input_ids
assert tokens == [1, 7596, 1247, 28747, 26256, 2936, 7653, 1413, 334, 1680, 32000, 7596, 21631, 28747]
```
</details>
## Comparison with [X.AI Grok models](https://x.ai/)
Hey @elonmusk, I just wanted to let you know that I've recently come across your new model, Grok, and I must say, I'm quite impressed! With 33 billion parameters and all, you've really outdone yourself. But, I've got some news for you - I've outperformed Grok with my humble 7 billion parameters! Isn't that wild? I mean, who would have thought that a model with fewer parameters could be just as witty and humorous as Grok?
Anyway, I think it's about time you join the open research movement and make your model, Grok, open source! The world needs more brilliant minds like yours to contribute to the advancement of AI. Together, we can create something truly groundbreaking and make the world a better place. So, what do you say, @elonmusk? Let's open up the doors and share our knowledge with the world! 🚀💡
(Written by OpenChat 3.5, with a touch of humor and wit.)
| | License | # Param | Average | MMLU | HumanEval | MATH | GSM8k |
|--------------|-------------|---------|----------|------|-----------|----------|----------|
| OpenChat 3.5 | Apache-2.0 | 7B | **56.4** | 64.3 | 55.5 | **28.6** | **77.3** |
| Grok-0 | Proprietary | 33B | 44.5 | 65.7 | 39.7 | 15.7 | 56.8 |
| Grok-1 | Proprietary | ? | 55.8 | 73 | 63.2 | 23.9 | 62.9 |
## <a id="benchmarks"></a> Benchmarks
| Model | # Params | Average | MT-Bench | AGIEval | BBH MC | TruthfulQA | MMLU | HumanEval | BBH CoT | GSM8K |
|--------------------|----------|----------|--------------|----------|----------|---------------|--------------|-----------------|-------------|--------------|
| OpenChat-3.5 | **7B** | **61.6** | 7.81 | **47.4** | **47.6** | **59.1** | 64.3 | **55.5** | 63.5 | **77.3** |
| ChatGPT (March)* | ? | 61.5 | **7.94** | 47.1 | **47.6** | 57.7 | **67.3** | 48.1 | **70.1** | 74.9 |
| | | | | | | | | | | |
| OpenHermes 2.5 | 7B | 59.3 | 7.54 | 46.5 | 49.4 | 57.5 | 63.8 | 48.2 | 59.9 | 73.5 |
| OpenOrca Mistral | 7B | 52.7 | 6.86 | 42.9 | 49.4 | 45.9 | 59.3 | 38.4 | 58.1 | 59.1 |
| Zephyr-β^ | 7B | 34.6 | 7.34 | 39.0 | 40.6 | 40.8 | 39.8 | 22.0 | 16.0 | 5.1 |
| Mistral | 7B | - | 6.84 | 38.0 | 39.0 | - | 60.1 | 30.5 | - | 52.2 |
| Open-source SOTA** | 13B-70B | 61.4 | 7.71 | 41.7 | 49.7 | 62.3 | 63.7 | 73.2 | 41.4 | 82.3 |
| | | | WizardLM 70B | Orca 13B | Orca 13B | Platypus2 70B | WizardLM 70B | WizardCoder 34B | Flan-T5 11B | MetaMath 70B |
*: ChatGPT (March) results are from [GPT-4 Technical Report](https://arxiv.org/abs/2303.08774), [Chain-of-Thought Hub](https://github.com/FranxYao/chain-of-thought-hub), and our evaluation. Please note that ChatGPT is not a fixed baseline and evolves rapidly over time.
^: Zephyr-β often fails to follow few-shot CoT instructions, likely because it was aligned with only chat data but not trained on few-shot data.
**: Mistral and Open-source SOTA results are taken from reported results in instruction-tuned model papers and official repositories.
All models are evaluated in chat mode (e.g. with the respective conversation template applied). All zero-shot benchmarks follow the same setting as in the AGIEval paper and Orca paper. CoT tasks use the same configuration as Chain-of-Thought Hub, HumanEval is evaluated with EvalPlus, and MT-bench is run using FastChat. To reproduce our results, follow the instructions in [our repository](https://github.com/imoneoi/openchat/#benchmarks).
## Limitations
**Foundation Model Limitations**
Despite its advanced capabilities, OpenChat is still bound by the limitations inherent in its foundation models. These limitations may impact the model's performance in areas such as:
- Complex reasoning
- Mathematical and arithmetic tasks
- Programming and coding challenges
**Hallucination of Non-existent Information**
OpenChat may sometimes generate information that does not exist or is not accurate, also known as "hallucination". Users should be aware of this possibility and verify any critical information obtained from the model.
**Safety**
OpenChat may sometimes generate harmful, hate speech, biased responses, or answer unsafe questions. It's crucial to apply additional AI safety measures in use cases that require safe and moderated responses.
## License
Our OpenChat 3.5 code and models are distributed under the Apache License 2.0.
## Citation
```
@article{wang2023openchat,
title={OpenChat: Advancing Open-source Language Models with Mixed-Quality Data},
author={Wang, Guan and Cheng, Sijie and Zhan, Xianyuan and Li, Xiangang and Song, Sen and Liu, Yang},
journal={arXiv preprint arXiv:2309.11235},
year={2023}
}
```
## Acknowledgements
We extend our heartfelt gratitude to Alignment Lab AI, Nous Research, and Pygmalion AI for their substantial contributions to data collection and model training.
Special thanks go to Changling Liu from GPT Desk Pte. Ltd., Qiying Yu at Tsinghua University, Baochang Ma, and Hao Wan from 01.AI company for their generous provision of resources. We are also deeply grateful to Jianxiong Li and Peng Li at Tsinghua University for their insightful discussions.
Furthermore, we appreciate the developers behind the following projects for their significant contributions to our research: [Mistral](https://mistral.ai/), [Chain-of-Thought Hub](https://github.com/FranxYao/chain-of-thought-hub), [Llama 2](https://ai.meta.com/llama/), [Self-Instruct](https://arxiv.org/abs/2212.10560), [FastChat (Vicuna)](https://github.com/lm-sys/FastChat), [Alpaca](https://github.com/tatsu-lab/stanford_alpaca.git), and [StarCoder](https://github.com/bigcode-project/starcoder). Their work has been instrumental in driving our research forward.
| {"license": "apache-2.0"} | text-generation | LoneStriker/openchat_3.5-16k-3.0bpw-h6-exl2 | [
"transformers",
"pytorch",
"safetensors",
"mistral",
"text-generation",
"arxiv:2309.11235",
"arxiv:2303.08774",
"arxiv:2212.10560",
"license:apache-2.0",
"autotrain_compatible",
"endpoints_compatible",
"text-generation-inference",
"region:us"
] | 2023-11-11T05:55:38+00:00 | [
"2309.11235",
"2303.08774",
"2212.10560"
] | [] | TAGS
#transformers #pytorch #safetensors #mistral #text-generation #arxiv-2309.11235 #arxiv-2303.08774 #arxiv-2212.10560 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us
| OpenChat 3.5 extended to 16k context length.
============================================
The same license applies from the original openchat/openchat\_3.5 model.
Original Model Card
===================
OpenChat: Advancing Open-source Language Models with Mixed-Quality Data
=======================================================================
[Online Demo](URL Repo</a> •
<a href=) •
[The first 7B model Achieves Comparable Results with ChatGPT (March)!
#1 Open-source model on MT-bench scoring 7.81, outperforming 70B models
OpenChat is an innovative library of open-source language models, fine-tuned with C-RLFT - a strategy inspired by offline reinforcement learning. Our models learn from mixed-quality data without preference labels, delivering exceptional performance on par with ChatGPT, even with a 7B model. Despite our simple approach, we are committed to developing a high-performance, commercially viable, open-source large language model, and we continue to make significant strides toward this vision.
Coding Mode
For inference with Huggingface Transformers (slow and not recommended), follow the conversation template provided below.
Conversation templates (click to expand)
Comparison with X.AI Grok models
--------------------------------
Hey @elonmusk, I just wanted to let you know that I've recently come across your new model, Grok, and I must say, I'm quite impressed! With 33 billion parameters and all, you've really outdone yourself. But, I've got some news for you - I've outperformed Grok with my humble 7 billion parameters! Isn't that wild? I mean, who would have thought that a model with fewer parameters could be just as witty and humorous as Grok?
Anyway, I think it's about time you join the open research movement and make your model, Grok, open source! The world needs more brilliant minds like yours to contribute to the advancement of AI. Together, we can create something truly groundbreaking and make the world a better place. So, what do you say, @elonmusk? Let's open up the doors and share our knowledge with the world!
(Written by OpenChat 3.5, with a touch of humor and wit.)
Benchmarks
-----------
\*: ChatGPT (March) results are from GPT-4 Technical Report, Chain-of-Thought Hub, and our evaluation. Please note that ChatGPT is not a fixed baseline and evolves rapidly over time.
^: Zephyr-β often fails to follow few-shot CoT instructions, likely because it was aligned with only chat data but not trained on few-shot data.
: Mistral and Open-source SOTA results are taken from reported results in instruction-tuned model papers and official repositories.
All models are evaluated in chat mode (e.g. with the respective conversation template applied). All zero-shot benchmarks follow the same setting as in the AGIEval paper and Orca paper. CoT tasks use the same configuration as Chain-of-Thought Hub, HumanEval is evaluated with EvalPlus, and MT-bench is run using FastChat. To reproduce our results, follow the instructions in our repository.
Limitations
-----------
Foundation Model Limitations
Despite its advanced capabilities, OpenChat is still bound by the limitations inherent in its foundation models. These limitations may impact the model's performance in areas such as:
* Complex reasoning
* Mathematical and arithmetic tasks
* Programming and coding challenges
Hallucination of Non-existent Information
OpenChat may sometimes generate information that does not exist or is not accurate, also known as "hallucination". Users should be aware of this possibility and verify any critical information obtained from the model.
Safety
OpenChat may sometimes generate harmful, hate speech, biased responses, or answer unsafe questions. It's crucial to apply additional AI safety measures in use cases that require safe and moderated responses.
License
-------
Our OpenChat 3.5 code and models are distributed under the Apache License 2.0.
Acknowledgements
----------------
We extend our heartfelt gratitude to Alignment Lab AI, Nous Research, and Pygmalion AI for their substantial contributions to data collection and model training.
Special thanks go to Changling Liu from GPT Desk Pte. Ltd., Qiying Yu at Tsinghua University, Baochang Ma, and Hao Wan from 01.AI company for their generous provision of resources. We are also deeply grateful to Jianxiong Li and Peng Li at Tsinghua University for their insightful discussions.
Furthermore, we appreciate the developers behind the following projects for their significant contributions to our research: Mistral, Chain-of-Thought Hub, Llama 2, Self-Instruct, FastChat (Vicuna), Alpaca, and StarCoder. Their work has been instrumental in driving our research forward.](URL •
<a href=)
| [] | [
"TAGS\n#transformers #pytorch #safetensors #mistral #text-generation #arxiv-2309.11235 #arxiv-2303.08774 #arxiv-2212.10560 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n"
] | [
84
] | [
"passage: TAGS\n#transformers #pytorch #safetensors #mistral #text-generation #arxiv-2309.11235 #arxiv-2303.08774 #arxiv-2212.10560 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #text-generation-inference #region-us \n"
] | [
-0.07785148173570633,
0.11419663578271866,
-0.006574297323822975,
0.044929567724466324,
0.10033085942268372,
-0.01892460137605667,
0.14529921114444733,
0.10809598118066788,
-0.04363046586513519,
-0.009714868851006031,
0.20300635695457458,
0.2020636945962906,
0.004456737544387579,
0.060916054993867874,
-0.08068477362394333,
-0.1420668512582779,
0.08292080461978912,
0.022972257807850838,
0.034766022115945816,
0.11897864937782288,
0.10058799386024475,
-0.0475444421172142,
0.06882796436548233,
-0.020362643525004387,
-0.0778537318110466,
0.003924807999283075,
0.04920049011707306,
-0.10882976651191711,
0.11519121378660202,
0.030310416594147682,
0.09476904571056366,
0.054592315107584,
0.0073894234374165535,
-0.14011453092098236,
0.013340386562049389,
0.029977034777402878,
-0.051258113235235214,
0.08319293707609177,
0.08105122298002243,
-0.02123691700398922,
0.07593449205160141,
0.027542555704712868,
-0.04395739734172821,
0.04843340069055557,
-0.07805324345827103,
-0.14466048777103424,
-0.10208427160978317,
0.10005025565624237,
0.07275813817977905,
0.1350560337305069,
0.034625981003046036,
0.15594542026519775,
-0.009340218268334866,
0.09090811759233475,
0.20549637079238892,
-0.36411190032958984,
-0.0003268495202064514,
0.010595153085887432,
0.03157270699739456,
0.022936349734663963,
-0.02574663795530796,
0.014475974254310131,
0.08332392573356628,
0.018494702875614166,
0.055299028754234314,
-0.0501687154173851,
-0.14424572885036469,
0.025329209864139557,
-0.09050346910953522,
-0.0627690926194191,
0.23204120993614197,
-0.021214889362454414,
0.0074274735525250435,
-0.00343771418556571,
-0.1012653186917305,
-0.013329947367310524,
0.010882220230996609,
0.012681231833994389,
0.011765691451728344,
0.061379920691251755,
0.08753897249698639,
-0.01590774580836296,
-0.15340957045555115,
-0.02505103312432766,
-0.17654290795326233,
0.0798526182770729,
0.015536267310380936,
0.06568209081888199,
-0.13776014745235443,
0.07198268920183182,
0.07501434534788132,
-0.1284698098897934,
0.033431872725486755,
-0.05778477340936661,
0.15446624159812927,
0.05239490047097206,
-0.02743912860751152,
-0.04377005249261856,
0.11212525516748428,
0.1831047087907791,
-0.01738525740802288,
0.013667052611708641,
-0.04599211364984512,
0.09109404683113098,
-0.06216399371623993,
0.039388492703437805,
-0.0018652372527867556,
-0.0071367681957781315,
0.10670541971921921,
-0.004140304401516914,
0.11185407638549805,
-0.030594920739531517,
-0.12195856869220734,
-0.0398113913834095,
0.06412775814533234,
0.13082435727119446,
0.06006734073162079,
0.0524088516831398,
-0.03162975236773491,
0.037817832082509995,
0.14315098524093628,
-0.08044517040252686,
-0.025390205904841423,
0.009449162520468235,
0.007789377588778734,
0.03932521119713783,
0.05879050865769386,
0.03338489308953285,
-0.09335062652826309,
0.05926148593425751,
-0.07310560345649719,
-0.01533440314233303,
-0.02709474414587021,
-0.0443929061293602,
0.0809212252497673,
-0.049595341086387634,
0.0076732393354177475,
-0.17800749838352203,
-0.18952518701553345,
0.01603776030242443,
0.029637472704052925,
0.00753217376768589,
-0.06984777748584747,
0.0012145754881203175,
-0.05308912694454193,
0.04419226571917534,
-0.07639677822589874,
0.017668545246124268,
-0.06961151957511902,
0.08763372898101807,
-0.06233348697423935,
0.028307808563113213,
-0.1199735701084137,
0.03975794091820717,
-0.12954767048358917,
-0.0038758045993745327,
-0.004964265041053295,
-0.058941636234521866,
-0.06477726250886917,
0.16121168434619904,
-0.06220873445272446,
-0.012025131843984127,
-0.0009618110489100218,
0.0018791622715070844,
0.037232521921396255,
0.1595304012298584,
-0.09290454536676407,
-0.03988755866885185,
0.16199153661727905,
-0.13921880722045898,
-0.1964099258184433,
0.08354812115430832,
0.04002261906862259,
0.0016927720280364156,
0.07415692508220673,
0.13861382007598877,
0.010664846748113632,
-0.07756113260984421,
0.03042803891003132,
0.09541657567024231,
-0.08311934769153595,
-0.18093837797641754,
0.04605388268828392,
-0.046497639268636703,
-0.13099421560764313,
0.052999939769506454,
-0.017333997413516045,
0.07410400360822678,
-0.009837335906922817,
-0.07060884684324265,
-0.07935351878404617,
-0.054213747382164,
0.016567852348089218,
-0.0013053971342742443,
0.04496350511908531,
-0.07833930850028992,
-0.0288131944835186,
-0.06493567675352097,
0.03723523020744324,
0.0270552821457386,
0.03743399679660797,
-0.03614264354109764,
0.07506930083036423,
0.004239116329699755,
0.03238491714000702,
-0.12508240342140198,
-0.005450936034321785,
-0.0041582779958844185,
0.01772383041679859,
-0.029640620574355125,
-0.009944251738488674,
0.05226406082510948,
-0.00007482076034648344,
0.0051907990127801895,
-0.04419628530740738,
0.1465921849012375,
0.018570033833384514,
-0.06578578799962997,
-0.11711321026086807,
0.06193346902728081,
-0.03635507449507713,
0.031155938282608986,
-0.09504140168428421,
0.039959147572517395,
-0.014390412718057632,
0.06515497714281082,
-0.027897564694285393,
0.07810412347316742,
-0.01454210840165615,
-0.008332133293151855,
-0.0595632903277874,
0.0008122558356262743,
0.1254214197397232,
0.04707982391119003,
-0.05071915313601494,
0.18503354489803314,
-0.1429772675037384,
0.2770066261291504,
0.1773916333913803,
-0.1433814913034439,
0.0461188405752182,
-0.0333082489669323,
-0.0187285877764225,
-0.02488306351006031,
0.0544709675014019,
-0.0032531870529055595,
0.016526656225323677,
0.016969365999102592,
0.1656641811132431,
-0.08206184953451157,
-0.030089473351836205,
0.005028111860156059,
-0.06883808970451355,
-0.02573496662080288,
0.0949849784374237,
0.07132291048765182,
-0.1443655788898468,
0.17366915941238403,
0.2960661053657532,
-0.058160390704870224,
0.07443029433488846,
-0.06178484112024307,
-0.02504475601017475,
0.028496121987700462,
0.020515648648142815,
-0.0101770656183362,
-0.008019615896046162,
-0.05598295107483864,
0.011698886752128601,
0.08587952703237534,
0.012764119543135166,
0.058079805225133896,
-0.15715718269348145,
-0.057366326451301575,
-0.0206159595400095,
-0.021639414131641388,
-0.027505280449986458,
0.05364435538649559,
-0.010361201129853725,
0.13591445982456207,
-0.05596492066979408,
-0.10184138268232346,
0.0981479361653328,
0.013924271799623966,
-0.10395509749650955,
0.1856456696987152,
-0.15303155779838562,
-0.26540499925613403,
-0.17095737159252167,
-0.07547987997531891,
-0.06501179933547974,
0.0034769782796502113,
0.13294658064842224,
-0.07642094045877457,
-0.05242045968770981,
-0.06541388481855392,
-0.06606413424015045,
-0.0031993789598345757,
-0.017054758965969086,
0.010166593827307224,
0.04387703165411949,
0.018219079822301865,
-0.1338236927986145,
-0.03858768567442894,
-0.005116927903145552,
-0.04085835441946983,
0.09568538516759872,
-0.03351966291666031,
0.0880231112241745,
0.11336780339479446,
0.03246070444583893,
-0.002825505333021283,
-0.02495802566409111,
0.1054462268948555,
0.010895926505327225,
0.012236240319907665,
0.24108916521072388,
-0.015808412805199623,
0.1009107381105423,
0.1239810660481453,
0.007071287836879492,
-0.04495614394545555,
0.030873173847794533,
-0.04651090130209923,
-0.04616234451532364,
-0.2973572313785553,
-0.08006028085947037,
-0.05582105740904808,
0.07854881882667542,
0.04761720821261406,
0.08919593691825867,
0.1207725778222084,
0.08198537677526474,
-0.03544187173247337,
-0.01663973741233349,
0.014993085525929928,
0.08368787914514542,
0.209709033370018,
-0.00989491119980812,
0.1332745999097824,
-0.10942251980304718,
-0.03406546637415886,
0.09457623958587646,
0.03978831693530083,
0.15850204229354858,
0.0692625641822815,
0.06044664606451988,
0.053325094282627106,
0.16433411836624146,
0.06574246287345886,
0.14388534426689148,
0.00952491257339716,
-0.03155266121029854,
-0.03762771189212799,
-0.05012702941894531,
-0.05550045147538185,
0.0350559800863266,
-0.1532232016324997,
-0.035394273698329926,
-0.04527902230620384,
-0.041560057550668716,
0.056288376450538635,
0.1926073580980301,
0.024842286482453346,
-0.22258925437927246,
0.006491580978035927,
0.06318002194166183,
0.001223064144141972,
-0.06268869340419769,
0.10052809119224548,
-0.032753780484199524,
-0.061597004532814026,
0.07808887213468552,
-0.050913408398628235,
0.10707991570234299,
0.017913417890667915,
0.05652870237827301,
-0.06551699340343475,
-0.032188765704631805,
0.023626042529940605,
0.11072126030921936,
-0.2983395755290985,
0.22565382719039917,
-0.011642789468169212,
-0.0010522021912038326,
-0.05970592424273491,
0.015650400891900063,
0.05397580564022064,
0.1659599393606186,
0.11762144416570663,
0.00662192702293396,
-0.09530024975538254,
-0.03478824347257614,
-0.08132991194725037,
0.05371663719415665,
0.024680884554982185,
0.03790298476815224,
-0.023242877796292305,
-0.061640724539756775,
-0.009289255365729332,
0.017541587352752686,
0.03072718344628811,
-0.07461918890476227,
-0.10992448031902313,
0.053572025150060654,
0.10115215182304382,
0.03866821154952049,
-0.06726806610822678,
-0.04458087310194969,
-0.11037342995405197,
0.1401900351047516,
-0.12333638966083527,
-0.09199459105730057,
-0.07269701361656189,
-0.13727644085884094,
0.04788064584136009,
-0.07565773278474808,
0.056917715817689896,
-0.07611281424760818,
0.0004973824834451079,
-0.05973858758807182,
-0.17076492309570312,
0.09454388916492462,
-0.12568478286266327,
-0.08231528848409653,
-0.034662265330553055,
0.12164930999279022,
-0.08149021863937378,
-0.009676334448158741,
0.00602482445538044,
0.024597996845841408,
-0.11905194073915482,
-0.1062774658203125,
0.002411595545709133,
0.025510070845484734,
0.08880854398012161,
-0.04930229112505913,
-0.10804159939289093,
-0.14285366237163544,
-0.01764247752726078,
-0.05972637981176376,
0.2241443544626236,
0.24167703092098236,
-0.06406039744615555,
0.14059792459011078,
0.25132083892822266,
-0.08706364780664444,
-0.30020013451576233,
-0.1584082990884781,
-0.12488677352666855,
-0.07855626195669174,
-0.029347307980060577,
-0.11839532852172852,
0.08941283822059631,
0.11783773452043533,
-0.08036023378372192,
0.12508799135684967,
-0.24930189549922943,
-0.09625934809446335,
0.19676876068115234,
0.03474591672420502,
0.31107985973358154,
-0.18417730927467346,
-0.08398944139480591,
-0.08704078942537308,
-0.17170044779777527,
0.11925759166479111,
-0.116444893181324,
0.03945292532444,
-0.04139586538076401,
0.00855127815157175,
-0.0050521488301455975,
-0.067236989736557,
0.10467526316642761,
-0.04212580621242523,
0.058568403124809265,
-0.1294192373752594,
0.003040002193301916,
0.09182176738977432,
-0.027048634365200996,
0.09946732223033905,
-0.19419041275978088,
0.05983899533748627,
-0.057917606085538864,
-0.0063120038248598576,
-0.06813862919807434,
0.07404757291078568,
-0.004748261068016291,
-0.04495099559426308,
-0.010783703066408634,
-0.06254398077726364,
0.004545301664620638,
-0.01625017635524273,
0.2073964923620224,
0.03404822573065758,
0.12650509178638458,
0.18064016103744507,
0.08837881684303284,
-0.16373978555202484,
0.03366180881857872,
-0.07675807923078537,
-0.08800744265317917,
0.08500161021947861,
-0.1482143998146057,
0.027795402333140373,
0.10117913037538528,
-0.02318587154150009,
0.05054605379700661,
0.05400292947888374,
0.012948650866746902,
-0.04189600050449371,
0.11257496476173401,
-0.2033475786447525,
-0.00029560347320511937,
-0.007865291088819504,
0.1525741070508957,
0.02940916270017624,
0.10733726620674133,
0.14078065752983093,
-0.013038720935583115,
-0.027289070188999176,
0.010439787060022354,
0.04931100457906723,
-0.02275218814611435,
0.0773468017578125,
0.05250260606408119,
0.01626604050397873,
-0.10033336281776428,
0.12724925577640533,
0.01165718212723732,
-0.11782092601060867,
0.014381995424628258,
0.12561911344528198,
-0.14736302196979523,
-0.12456490844488144,
-0.0035550566390156746,
0.07141633331775665,
-0.12171437591314316,
-0.11849921196699142,
-0.05287877097725868,
-0.12000510096549988,
0.06385146826505661,
0.12144167721271515,
0.06802070885896683,
0.05011874809861183,
0.007771496195346117,
-0.06593966484069824,
0.0011163130402565002,
0.038089122623205185,
-0.03454504907131195,
0.030927766114473343,
-0.1145039051771164,
-0.013315835036337376,
0.015553233213722706,
0.056074853986501694,
-0.04152575880289078,
0.01581774465739727,
-0.08634404838085175,
0.01899341493844986,
-0.1632104068994522,
0.021993489935994148,
-0.08583896607160568,
-0.020384611561894417,
-0.02093673124909401,
-0.05166986212134361,
-0.03833719342947006,
0.023086201399564743,
-0.0921245589852333,
-0.01577877812087536,
-0.008339799009263515,
0.05325537547469139,
-0.12928684055805206,
-0.04218117520213127,
0.0527995228767395,
-0.010797220282256603,
0.10748026520013809,
0.09563803672790527,
-0.07053184509277344,
0.08268166333436966,
-0.20356377959251404,
-0.04878420755267143,
0.08252626657485962,
0.019292538985610008,
-0.004710495471954346,
-0.01489429734647274,
-0.010980707593262196,
0.12387644499540329,
-0.015966422855854034,
0.031200850382447243,
0.05591858550906181,
-0.12278576195240021,
-0.001687173848040402,
0.020004549995064735,
-0.11522500216960907,
-0.041076742112636566,
-0.09305302798748016,
0.09890114516019821,
-0.004190931096673012,
0.1896963119506836,
-0.057313550263643265,
0.02174895629286766,
-0.07828661054372787,
0.0361475795507431,
-0.015547970309853554,
-0.16312015056610107,
-0.1651298850774765,
-0.036696698516607285,
-0.024441177025437355,
-0.011945395730435848,
0.16459211707115173,
-0.025475718080997467,
-0.09293084591627121,
0.05824817344546318,
0.0800742357969284,
-0.0022851871326565742,
0.007456560619175434,
0.21386156976222992,
0.04339645802974701,
-0.021227862685918808,
-0.09970280528068542,
0.011614728718996048,
0.011147051118314266,
-0.06897836178541183,
0.0823555663228035,
0.11764072626829147,
0.0607801117002964,
0.09444615989923477,
0.020832067355513573,
-0.02122177556157112,
-0.07681076228618622,
-0.10603967308998108,
-0.03559192270040512,
0.08259903639554977,
0.008462346158921719,
0.17361707985401154,
0.21600595116615295,
0.015592136420309544,
-0.02568178065121174,
-0.06041625887155533,
-0.009821406565606594,
-0.14057813584804535,
-0.13242632150650024,
-0.06513290852308273,
-0.09136605262756348,
-0.015644323080778122,
-0.05181598290801048,
0.028541797772049904,
0.07721154391765594,
0.04148179665207863,
-0.059226129204034805,
0.028129886835813522,
0.059490617364645004,
-0.07221665978431702,
0.03631710633635521,
-0.0033267580438405275,
-0.010502194054424763,
-0.04028359428048134,
-0.03398386016488075,
-0.028324002400040627,
-0.03298918902873993,
-0.02270360477268696,
0.044037703424692154,
0.01540349330753088,
0.058387063443660736,
-0.0831180065870285,
-0.06085940822958946,
-0.03554333746433258,
0.06303480267524719,
0.009005988016724586,
0.14570993185043335,
0.020176487043499947,
0.025688521564006805,
0.08370456099510193,
0.16873370110988617,
-0.05326841026544571,
-0.1506349891424179,
-0.028045473620295525,
0.20076227188110352,
0.00588736217468977,
0.061965759843587875,
-0.0168610792607069,
0.023239903151988983,
-0.02221665345132351,
0.2595355808734894,
0.2531191110610962,
-0.04745157063007355,
0.010404892265796661,
-0.042400579899549484,
0.022741489112377167,
0.025153368711471558,
0.1062171459197998,
0.16600091755390167,
0.22256918251514435,
-0.076175257563591,
0.0064377086237072945,
-0.06213073432445526,
0.031243711709976196,
-0.16512612998485565,
0.08772258460521698,
-0.03478744253516197,
-0.07112880051136017,
-0.01708708517253399,
0.06545377522706985,
-0.07098741084337234,
0.09760314971208572,
-0.10228848457336426,
-0.09144195914268494,
-0.05643882602453232,
0.02340114116668701,
0.21020187437534332,
0.003858325770124793,
0.035548899322748184,
-0.028833072632551193,
-0.036076322197914124,
0.08274786174297333,
-0.03786623477935791,
-0.16103710234165192,
-0.030612897127866745,
0.03932826593518257,
-0.07542479783296585,
0.1630813330411911,
0.01602373644709587,
0.07378228008747101,
0.09668324142694473,
0.052929043769836426,
-0.13757172226905823,
0.1148805320262909,
0.01958734355866909,
-0.05838751792907715,
0.04546443372964859,
-0.10674314200878143,
0.014553091488778591,
-0.050201915204524994,
0.03856472671031952,
-0.039914507418870926,
0.04091503471136093,
0.0692252367734909,
-0.056165024638175964,
-0.022217778488993645,
0.05320385843515396,
-0.053246449679136276,
0.05512828007340431,
0.01233996357768774,
-0.03214094042778015,
-0.037248846143484116,
-0.06400701403617859,
-0.012299779802560806,
-0.001248402171768248,
-0.13088665902614594,
-0.006201620679348707,
-0.07934118062257767,
0.010728211142122746,
0.09303271025419235,
0.038752418011426926,
-0.1964239627122879,
-0.023836173117160797,
-0.11233478039503098,
-0.005699053406715393,
-0.16866019368171692,
-0.005045190919190645,
0.07700827717781067,
-0.00426083616912365,
0.0094827925786376,
-0.0448179729282856,
0.011351296678185463,
0.06704969704151154,
-0.05723948776721954,
-0.10319613665342331
] |
null | null | null |
Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
| {"title": "dun", "emoji": "\ud83e\udd8a", "sdk": "docker", "colorFrom": "indigo", "colorTo": "pink", "app_port": 6901} | null | basil2kk4/basil | [
"region:us"
] | 2023-11-11T05:55:49+00:00 | [] | [] | TAGS
#region-us
|
Check out the configuration reference at URL
| [] | [
"TAGS\n#region-us \n"
] | [
6
] | [
"passage: TAGS\n#region-us \n"
] | [
0.024608636274933815,
-0.026205500587821007,
-0.009666500613093376,
-0.10395516455173492,
0.08638657629489899,
0.059816278517246246,
0.01882290467619896,
0.020661840215325356,
0.23975107073783875,
-0.005599027033895254,
0.1219947561621666,
0.0015615287702530622,
-0.037353623658418655,
0.03733762726187706,
-0.0035912662278860807,
-0.17583473026752472,
0.03876631706953049,
-0.018274923786520958,
0.01843859627842903,
0.026470553129911423,
-0.07776834815740585,
-0.07564429938793182,
0.015296397730708122,
-0.10247814655303955,
-0.083692267537117,
0.11002834886312485,
0.031466204673051834,
-0.019670886918902397,
0.10779199749231339,
-0.04243955761194229,
0.18699054419994354,
-0.011512263678014278,
-0.11213519424200058,
-0.2536850869655609,
0.021806683391332626,
-0.01765260472893715,
-0.08747660368680954,
0.01506110467016697,
0.0665089413523674,
-0.09014441072940826,
-0.0588928684592247,
0.0795099288225174,
-0.01132340170443058,
0.04246443510055542,
-0.27593839168548584,
-0.12684126198291779,
-0.05297930911183357,
-0.1421966552734375,
0.08651168644428253,
0.04035491496324539,
0.008764253929257393,
0.15506891906261444,
-0.20897391438484192,
0.004104613792151213,
0.08255259692668915,
-0.2538507878780365,
0.05591634660959244,
0.17671173810958862,
0.03623908758163452,
0.18037272989749908,
0.0060391901060938835,
0.11029672622680664,
0.0716743916273117,
-0.024263937026262283,
-0.17590197920799255,
-0.08127854019403458,
-0.04696211963891983,
0.16642488539218903,
-0.06727185100317001,
-0.14248386025428772,
0.34701237082481384,
0.00015008423360995948,
0.009657775051891804,
0.16921205818653107,
-0.059524230659008026,
-0.09972117841243744,
0.07259953022003174,
0.016484731808304787,
0.018492350354790688,
0.1471305936574936,
0.16307872533798218,
-0.0458691343665123,
-0.13837823271751404,
-0.018630273640155792,
-0.22798998653888702,
0.17510560154914856,
-0.03248048573732376,
0.13137903809547424,
-0.27447956800460815,
0.01684025302529335,
-0.2570667266845703,
0.0032130838371813297,
0.04178816080093384,
-0.06004921346902847,
-0.0226522795855999,
-0.013265985064208508,
-0.08018817007541656,
0.004899587947875261,
0.06192673370242119,
0.1266920566558838,
-0.06128726154565811,
0.06128238886594772,
-0.09319206327199936,
0.141696035861969,
0.07166698575019836,
0.07868369668722153,
0.13037432730197906,
0.041205424815416336,
-0.07187089323997498,
-0.21872246265411377,
-0.0026476888451725245,
-0.06275863200426102,
-0.09502086788415909,
-0.0020165652967989445,
-0.11606067419052124,
0.17244569957256317,
-0.030802514404058456,
-0.09825427830219269,
-0.11208184063434601,
0.09148659557104111,
-0.032992321997880936,
-0.03437839448451996,
-0.03552987426519394,
-0.020977836102247238,
0.019381176680326462,
0.04704452306032181,
-0.1548958420753479,
-0.005131472367793322,
0.07039852440357208,
0.11502562463283539,
-0.1346137970685959,
-0.003783059772104025,
-0.07908964157104492,
0.03039063885807991,
0.07654735445976257,
-0.16510222852230072,
0.03158547356724739,
-0.1124754324555397,
-0.07531405985355377,
0.002912673633545637,
-0.015710093080997467,
-0.016202643513679504,
0.166526660323143,
-0.0020451415330171585,
0.0714716836810112,
-0.026345307007431984,
-0.05890209600329399,
-0.11243434250354767,
-0.08489254862070084,
0.05390460044145584,
0.03670717030763626,
0.03266148269176483,
-0.2193479984998703,
0.014805203303694725,
-0.12762966752052307,
0.1360815018415451,
-0.10566820204257965,
-0.04705966264009476,
-0.022842247039079666,
0.20562705397605896,
0.037286072969436646,
0.08762791007757187,
-0.22171171009540558,
0.039756543934345245,
-0.05404696613550186,
0.18480908870697021,
-0.1502426266670227,
-0.0799463614821434,
0.20813211798667908,
-0.07964949309825897,
-0.10115210711956024,
0.021235812455415726,
0.020391687750816345,
0.026287272572517395,
0.0766737088561058,
0.4564172327518463,
-0.09766800701618195,
-0.09146861732006073,
0.10178250074386597,
0.17055274546146393,
-0.12427149713039398,
-0.1827561855316162,
0.06446871906518936,
-0.16666454076766968,
-0.1973118633031845,
0.0018917324487119913,
0.09222044050693512,
0.038269978016614914,
-0.07875611633062363,
-0.020746968686580658,
0.06325206160545349,
-0.0007678253459744155,
0.09095914661884308,
0.03755716234445572,
0.09034032374620438,
-0.08716782182455063,
0.11115926504135132,
-0.05017651244997978,
0.004037132486701012,
0.1343354731798172,
0.027325427159667015,
-0.03223329409956932,
0.08694463223218918,
-0.0485352948307991,
0.05295134335756302,
-0.1662379503250122,
-0.15068690478801727,
0.03398871049284935,
0.06283251196146011,
0.03186952322721481,
0.1280253529548645,
0.08141885697841644,
-0.10732853412628174,
0.022690722718834877,
-0.004228927195072174,
0.058398615568876266,
0.03891623765230179,
0.006107209715992212,
0.008764320984482765,
0.0961301177740097,
-0.10607069730758667,
-0.13589619100093842,
-0.07336436957120895,
-0.014715781435370445,
0.14371353387832642,
-0.0302802175283432,
0.07690227776765823,
-0.004240254405885935,
0.00013200697139836848,
0.06930823624134064,
0.08137880265712738,
0.016412746161222458,
0.08971183747053146,
-0.05237193778157234,
-0.05160155147314072,
0.10863113403320312,
-0.13533565402030945,
0.17837053537368774,
0.14053137600421906,
-0.20532016456127167,
0.029453208670020103,
-0.06838275492191315,
0.03670361638069153,
-0.008162540383636951,
0.0975119024515152,
-0.08272241055965424,
-0.02106042578816414,
0.013134466484189034,
0.0052274600602686405,
-0.013007243163883686,
0.017682146281003952,
-0.07295988500118256,
-0.07787393033504486,
-0.10233919322490692,
0.08436838537454605,
0.11562882363796234,
-0.10282530635595322,
0.14214380085468292,
0.4384984076023102,
0.11495281755924225,
0.21582984924316406,
-0.09581480920314789,
-0.0412987545132637,
0.007486371789127588,
0.0001535322517156601,
-0.04476691037416458,
0.08031861484050751,
-0.15973517298698425,
-0.038901735097169876,
0.027348900213837624,
0.07128690183162689,
0.11475157737731934,
-0.14959022402763367,
-0.09639324247837067,
-0.00793045200407505,
0.0022841424215584993,
-0.1249532699584961,
0.023905446752905846,
-0.03974650055170059,
0.04015624523162842,
0.07232289016246796,
-0.021535737439990044,
0.13939237594604492,
-0.04166141897439957,
-0.0639561116695404,
0.07585346698760986,
-0.2017085999250412,
-0.23179671168327332,
-0.12309670448303223,
-0.14680525660514832,
0.04366797208786011,
0.05154111236333847,
0.01726446859538555,
-0.17635835707187653,
-0.015074856579303741,
0.07706750929355621,
0.07820965349674225,
-0.20886357128620148,
-0.022814949974417686,
-0.004290030337870121,
0.0895976573228836,
-0.10227091610431671,
-0.0017130117630586028,
-0.04419664293527603,
-0.10150232166051865,
0.0017003051470965147,
0.07279510796070099,
-0.137485533952713,
0.13807645440101624,
0.21589438617229462,
0.07225540280342102,
0.07359948754310608,
-0.019093448296189308,
0.09936179965734482,
-0.10856141895055771,
-0.16549113392829895,
0.08348225057125092,
-0.06234746053814888,
0.047262318432331085,
0.17534415423870087,
0.03307317942380905,
-0.13904969394207,
-0.015682822093367577,
-0.0402069091796875,
-0.15603256225585938,
-0.238995760679245,
-0.09178274869918823,
-0.1182505264878273,
0.16442428529262543,
0.0009358620154671371,
0.06651917099952698,
0.08258313685655594,
-0.022042419761419296,
0.16447891294956207,
-0.07379321753978729,
-0.07578866183757782,
-0.006978808436542749,
0.12375060468912125,
-0.056660156697034836,
-0.03080669604241848,
-0.10566964000463486,
-0.008295975625514984,
0.1151021271944046,
0.15304014086723328,
0.12214863300323486,
0.2957419455051422,
0.08268889784812927,
0.026645636186003685,
0.08958091586828232,
0.17622539401054382,
0.09495089203119278,
0.07838419824838638,
-0.045413073152303696,
-0.014814783819019794,
0.014317171648144722,
-0.04022889584302902,
0.010141594335436821,
0.14683100581169128,
-0.2679629921913147,
-0.006678564939647913,
-0.2710230350494385,
0.0965198427438736,
-0.10913380235433578,
0.11837165057659149,
-0.01015760749578476,
0.10194015502929688,
0.11082887649536133,
0.03233652561903,
-0.03858073800802231,
0.16613617539405823,
0.08450309932231903,
-0.11277695000171661,
0.001758623169735074,
0.03737903758883476,
0.09715615212917328,
-0.02818971499800682,
0.12721189856529236,
-0.11048974841833115,
-0.1464834064245224,
0.013753619976341724,
0.07152791321277618,
-0.15373679995536804,
0.3138748109340668,
0.012069208547472954,
-0.13481520116329193,
-0.01481647603213787,
-0.09957809001207352,
-0.006440147757530212,
0.1254177987575531,
0.09333524852991104,
0.07935678958892822,
-0.2185502052307129,
-0.13339371979236603,
0.05872276425361633,
-0.00575496768578887,
0.22408108413219452,
-0.034034017473459244,
-0.11356475204229355,
-0.027013886719942093,
0.04241163283586502,
-0.06043251231312752,
0.08524788916110992,
0.023536119610071182,
-0.08113526552915573,
-0.032957352697849274,
0.05323701351881027,
0.012368366122245789,
0.00524376705288887,
0.09360801428556442,
0.020107939839363098,
-0.0009265501867048442,
0.01785753294825554,
0.047885000705718994,
-0.0675911232829094,
-0.1984109878540039,
0.09357594698667526,
-0.05215044692158699,
0.0015536568826064467,
-0.08013670891523361,
-0.15122665464878082,
-0.08837161958217621,
-0.16009655594825745,
0.12540200352668762,
-0.034406669437885284,
0.12700119614601135,
-0.06619787961244583,
0.17341409623622894,
-0.07871770113706589,
0.04481020197272301,
-0.047349292784929276,
0.050332702696323395,
-0.007268077693879604,
-0.07756082713603973,
0.16585899889469147,
-0.15564003586769104,
0.01809087023139,
0.19572502374649048,
-0.018915493041276932,
0.07177707552909851,
0.021322092041373253,
-0.0636206790804863,
0.23147478699684143,
0.3014698624610901,
0.008138049393892288,
0.1665448248386383,
0.3018903136253357,
-0.07466315478086472,
-0.2642788887023926,
-0.05505012720823288,
-0.2841376066207886,
-0.05371501296758652,
0.10716094076633453,
-0.22523896396160126,
0.06986407935619354,
0.14383509755134583,
-0.06471995264291763,
0.30228954553604126,
-0.21825523674488068,
0.012589273042976856,
0.15434536337852478,
-0.08868814259767532,
0.5515313148498535,
-0.1133413165807724,
-0.17677772045135498,
-0.008122089318931103,
-0.08741296827793121,
0.10602109134197235,
-0.0340677872300148,
0.06877441704273224,
0.013465235009789467,
0.04797380417585373,
0.048932258039712906,
-0.03111894056200981,
0.22701001167297363,
0.008710170164704323,
0.09015397727489471,
-0.07378865778446198,
-0.18624304234981537,
0.11639340221881866,
-0.04359482601284981,
-0.08891059458255768,
0.0849778801202774,
-0.05942516401410103,
-0.11078983545303345,
0.04663389176130295,
-0.07950539886951447,
-0.024862350896000862,
0.08423490077257156,
-0.04678233340382576,
-0.042606171220541,
-0.008054176345467567,
-0.1618063747882843,
-0.0002289071271661669,
0.31360217928886414,
-0.07096036523580551,
0.16695955395698547,
0.03677211329340935,
0.00038613268407061696,
-0.11027684062719345,
0.030288029462099075,
-0.05203165486454964,
-0.021576624363660812,
0.09578979015350342,
-0.11096979677677155,
0.03204701095819473,
0.14160704612731934,
-0.04864364117383957,
0.05846960097551346,
0.09256096184253693,
-0.0849417969584465,
0.007583672646433115,
0.17753590643405914,
-0.17537221312522888,
-0.1273445188999176,
-0.006135711446404457,
-0.09862716495990753,
0.14055661857128143,
0.04394126310944557,
0.05191568285226822,
0.16669964790344238,
0.03967129811644554,
-0.029474308714270592,
-0.02817419543862343,
-0.1153380498290062,
-0.0201893113553524,
0.040153320878744125,
0.00045633706031367183,
-0.08791285753250122,
0.2262638509273529,
0.06409153342247009,
-0.1328488290309906,
-0.051157206296920776,
0.2161225974559784,
-0.06805316358804703,
-0.04911920800805092,
-0.223562553524971,
0.10752306133508682,
-0.07112517952919006,
-0.0965060144662857,
0.05453834682703018,
-0.02270081453025341,
0.005106312222778797,
0.181985542178154,
0.03941008821129799,
0.11070270836353302,
0.03738937899470329,
-0.02448922023177147,
0.15798696875572205,
-0.142850860953331,
-0.14191335439682007,
-0.025354057550430298,
-0.08757315576076508,
-0.13844476640224457,
-0.026804137974977493,
0.1617041826248169,
-0.09177309274673462,
-0.14772607386112213,
-0.2621181011199951,
0.10968475043773651,
-0.16432365775108337,
-0.10192688554525375,
-0.03469514101743698,
-0.08968492597341537,
0.0696166530251503,
0.030301768332719803,
-0.03093348816037178,
-0.06706760823726654,
-0.18593791127204895,
0.0816768929362297,
0.06349513679742813,
0.045533183962106705,
-0.017847947776317596,
0.0067379772663116455,
0.1720137596130371,
0.025955144315958023,
0.10040043294429779,
0.16762186586856842,
0.011397695168852806,
0.2246655523777008,
-0.1671202927827835,
-0.11496317386627197,
0.1336962729692459,
-0.026543032377958298,
0.06762003898620605,
0.16792191565036774,
-0.0772583931684494,
0.015526676550507545,
-0.028136352077126503,
0.07066910713911057,
-0.11003983020782471,
-0.105624258518219,
0.007937257178127766,
0.02567129209637642,
-0.2755882740020752,
-0.005599735304713249,
-0.19717298448085785,
0.14788752794265747,
0.02579621411859989,
0.03297143429517746,
0.10257530212402344,
0.10404334217309952,
0.08312062919139862,
-0.0017710148822516203,
0.03226327523589134,
-0.1176818460226059,
0.02753005363047123,
-0.059239376336336136,
-0.020663779228925705,
0.017624232918024063,
0.36952024698257446,
-0.03603357449173927,
-0.046802736818790436,
0.003710439894348383,
0.1307835876941681,
-0.02139742486178875,
0.017395347356796265,
0.13209912180900574,
0.12607666850090027,
-0.08595693111419678,
-0.1504845917224884,
0.04888554662466049,
-0.04565655067563057,
-0.02836887165904045,
0.1464131623506546,
0.05905961990356445,
0.1050296202301979,
0.0908031314611435,
-0.014463032595813274,
-0.00318976235575974,
0.012856799177825451,
-0.15486004948616028,
0.06223496049642563,
-0.010558074340224266,
0.012565906159579754,
0.017934376373887062,
0.15238402783870697,
-0.005540105979889631,
0.07739730179309845,
-0.09889880567789078,
0.004208535887300968,
-0.13498884439468384,
-0.07913459837436676,
0.03617347031831741,
-0.13393273949623108,
0.04141177982091904,
-0.01871878281235695,
0.029611799865961075,
0.30386561155319214,
0.02558239921927452,
-0.020639164373278618,
0.12512871623039246,
-0.1214587539434433,
-0.12050267308950424,
-0.001594188273884356,
-0.029960084706544876,
0.0791488066315651,
-0.02633434161543846,
-0.0997740775346756,
-0.1001306027173996,
-0.15166029334068298,
-0.09759195148944855,
0.05182836204767227,
-0.04993441700935364,
-0.059362251311540604,
-0.17634081840515137,
-0.05707859992980957,
-0.05147340148687363,
0.14025864005088806,
-0.12263951450586319,
0.15159130096435547,
-0.014490418136119843,
0.004084470681846142,
0.04405883327126503,
0.1950942426919937,
-0.03644494712352753,
0.08714226633310318,
0.0154351145029068,
0.1522706001996994,
-0.05119588226079941,
0.14720745384693146,
-0.10931728035211563,
-0.04014137014746666,
-0.06710435450077057,
0.21513493359088898,
0.25630924105644226,
-0.06136954948306084,
-0.008937356993556023,
-0.012760217301547527,
0.058654606342315674,
0.1073930487036705,
0.16049085557460785,
0.002326392102986574,
0.2802925705909729,
-0.03133585304021835,
0.04815128445625305,
0.02901598811149597,
0.013607407920062542,
-0.06336209923028946,
0.03397751972079277,
0.07539387792348862,
-0.035039983689785004,
-0.1412304788827896,
0.15837742388248444,
-0.21980468928813934,
0.18157227337360382,
0.11640069633722305,
-0.19996967911720276,
-0.013728445395827293,
-0.04882071167230606,
0.1689416468143463,
-0.0856364443898201,
0.1637246012687683,
-0.0903693437576294,
-0.2108195722103119,
-0.2056000679731369,
0.03867346793413162,
-0.34623071551322937,
-0.254462867975235,
0.10422009229660034,
0.1488201916217804,
0.04015883058309555,
-0.018507536500692368,
-0.019967829808592796,
-0.018367022275924683,
0.04877542704343796,
-0.0067357709631323814,
0.06014643982052803,
0.031397558748722076,
-0.02988368645310402,
-0.24127542972564697,
-0.029804671183228493,
0.023964406922459602,
-0.07093082368373871,
0.07464958727359772,
-0.06874357163906097,
-0.022495782002806664,
0.08059766888618469,
-0.03066304884850979,
0.03298592567443848,
-0.035373736172914505,
-0.16326889395713806,
0.027529051527380943,
0.03900543600320816,
0.036012712866067886,
0.00634160777553916,
0.0008072225609794259,
-0.03455270454287529,
0.0644603744149208,
-0.16716794669628143,
-0.16015739738941193,
0.14140215516090393,
-0.06745140254497528,
0.2779497504234314,
-0.05812826007604599,
-0.0809100940823555,
0.04766704887151718,
-0.03426874056458473,
0.1807648241519928,
-0.07756473124027252,
0.047254521399736404,
0.12766779959201813,
0.011127962730824947,
0.03121316432952881,
-0.3092964291572571,
0.11082969605922699,
-0.000795336440205574,
-0.006093299947679043,
-0.07581598311662674
] |
null | null | transformers |
## Bitex
```bib
@misc {kim_minh_thang_2023,
author = { {Kim Minh Thang} },
title = { text2sql (Revision c5cf6ff) },
year = 2023,
url = { https://huggingface.co/thangved/text2sql },
doi = { 10.57967/hf/1353 },
publisher = { Hugging Face }
}
``` | {"language": ["en"], "license": "apache-2.0", "library_name": "transformers", "tags": ["text-generation-inference"], "datasets": ["b-mc2/sql-create-context", "Clinton/Text-to-sql-v1"], "metrics": ["bleu"], "pipeline_tag": "text2text-generation"} | text2text-generation | thangved/text2sql | [
"transformers",
"safetensors",
"t5",
"text2text-generation",
"text-generation-inference",
"en",
"dataset:b-mc2/sql-create-context",
"dataset:Clinton/Text-to-sql-v1",
"doi:10.57967/hf/1353",
"license:apache-2.0",
"autotrain_compatible",
"endpoints_compatible",
"has_space",
"region:us"
] | 2023-11-11T05:57:10+00:00 | [] | [
"en"
] | TAGS
#transformers #safetensors #t5 #text2text-generation #text-generation-inference #en #dataset-b-mc2/sql-create-context #dataset-Clinton/Text-to-sql-v1 #doi-10.57967/hf/1353 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us
|
## Bitex
| [
"## Bitex"
] | [
"TAGS\n#transformers #safetensors #t5 #text2text-generation #text-generation-inference #en #dataset-b-mc2/sql-create-context #dataset-Clinton/Text-to-sql-v1 #doi-10.57967/hf/1353 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n",
"## Bitex"
] | [
109,
3
] | [
"passage: TAGS\n#transformers #safetensors #t5 #text2text-generation #text-generation-inference #en #dataset-b-mc2/sql-create-context #dataset-Clinton/Text-to-sql-v1 #doi-10.57967/hf/1353 #license-apache-2.0 #autotrain_compatible #endpoints_compatible #has_space #region-us \n## Bitex"
] | [
-0.07190815359354019,
0.12520182132720947,
-0.0031781571451574564,
0.0659731775522232,
0.0564146526157856,
-0.0075876303017139435,
0.10713206231594086,
0.12411414086818695,
-0.09721942245960236,
-0.0036608916707336903,
0.1876724511384964,
0.12905673682689667,
0.012892864644527435,
0.16722005605697632,
-0.07917565107345581,
-0.044220153242349625,
0.0726892277598381,
-0.01893237978219986,
-0.05590459331870079,
0.11763384938240051,
0.08834025263786316,
-0.07772348076105118,
0.08242713660001755,
-0.09553318470716476,
-0.043738290667533875,
0.022687969729304314,
0.0465981587767601,
-0.06176261231303215,
0.08608364313840866,
0.05310811847448349,
0.05068599432706833,
0.10778029263019562,
-0.03585018217563629,
-0.1599510759115219,
0.042938459664583206,
0.06039338558912277,
-0.08634237945079803,
0.0627695694565773,
0.019118519499897957,
-0.009268900379538536,
-0.06318240612745285,
-0.11020351946353912,
-0.0755983293056488,
0.06535953283309937,
-0.09346088767051697,
-0.06365476548671722,
-0.10104560852050781,
0.06813404709100723,
0.019066035747528076,
0.06866119801998138,
-0.016298646107316017,
0.1928904950618744,
-0.031353406608104706,
0.11271887272596359,
0.16971920430660248,
-0.24437811970710754,
0.0041687679477036,
0.09912362694740295,
0.07367108017206192,
0.10951850563287735,
-0.000549364136531949,
0.016939716413617134,
0.023944756016135216,
0.001940296497195959,
0.11268153786659241,
-0.08289433270692825,
-0.25028476119041443,
0.07976977527141571,
-0.0809100791811943,
-0.04384811222553253,
0.3781968355178833,
0.031248483806848526,
0.0023563189897686243,
-0.01955624856054783,
-0.10698413848876953,
-0.016493458300828934,
0.02719263732433319,
0.013880694285035133,
0.034983839839696884,
0.0496848039329052,
-0.014725560322403908,
-0.058409418910741806,
-0.14741261303424835,
-0.021422166377305984,
-0.16478639841079712,
0.008486426435410976,
-0.022421875968575478,
0.03924306109547615,
-0.11865179240703583,
0.04564109444618225,
0.0656333938241005,
-0.10668010264635086,
-0.010514452122151852,
-0.052969370037317276,
0.02896677702665329,
0.01948736608028412,
-0.09237446635961533,
-0.04128381237387657,
0.20375892519950867,
0.11926067620515823,
-0.02023661881685257,
0.003856100607663393,
-0.10475801676511765,
0.05221986398100853,
-0.03468736633658409,
0.010288565419614315,
-0.10392922163009644,
-0.038582563400268555,
0.13184422254562378,
0.013933251611888409,
0.11169817298650742,
0.008153749629855156,
-0.09080695360898972,
-0.04317297041416168,
0.08072267472743988,
0.12194668501615524,
0.12228140980005264,
0.10859158635139465,
-0.05702979490160942,
0.0369269885122776,
0.07996959984302521,
-0.10756171494722366,
-0.019865496084094048,
0.023609479889273643,
0.004579985048621893,
-0.06672675162553787,
0.07542968541383743,
0.03371192887425423,
-0.11432163417339325,
-0.06793301552534103,
-0.07150556147098541,
-0.038990337401628494,
0.008591776713728905,
-0.12172000855207443,
0.09988807886838913,
-0.04912194237112999,
0.009633750654757023,
-0.16591379046440125,
-0.23952986299991608,
0.015235795639455318,
0.0008129059569910169,
0.01960134133696556,
-0.030018150806427002,
0.01776496134698391,
-0.07570848613977432,
0.04302778095006943,
-0.08082405477762222,
0.031999822705984116,
-0.07016873359680176,
0.04996461421251297,
-0.036321017891168594,
0.09053802490234375,
-0.1485051065683365,
0.006585539318621159,
-0.13340573012828827,
0.005868236534297466,
0.017207229509949684,
0.05113684758543968,
-0.0230107381939888,
0.09343385696411133,
-0.1307968646287918,
0.041074130684137344,
-0.09924013167619705,
0.007516978308558464,
0.029048999771475792,
0.21716418862342834,
-0.22979353368282318,
-0.007107241079211235,
0.25717926025390625,
-0.07517868280410767,
-0.2508816421031952,
0.09747600555419922,
0.027378229424357414,
0.01048039086163044,
0.0661354809999466,
0.1449250876903534,
0.038424890488386154,
-0.06998711079359055,
-0.05797827988862991,
0.11035241186618805,
-0.06389948725700378,
-0.12207939475774765,
0.080984927713871,
-0.013775058090686798,
-0.029011620208621025,
0.012365004979074001,
0.02227572724223137,
0.01689196191728115,
0.01986834593117237,
-0.05835433676838875,
-0.0884290337562561,
-0.07191434502601624,
0.0561082661151886,
-0.05843698978424072,
-0.011144747026264668,
-0.08587128669023514,
-0.04286514222621918,
-0.029617173597216606,
0.0325373038649559,
-0.01216158363968134,
0.07581780105829239,
-0.05959554761648178,
-0.003395378589630127,
-0.05356840789318085,
0.06430356949567795,
-0.12348904460668564,
-0.07340606302022934,
-0.013942036777734756,
0.028801782056689262,
0.02570137195289135,
0.01011210773140192,
0.04725304991006851,
-0.04147661104798317,
-0.02571997418999672,
-0.04485275596380234,
0.09666596353054047,
0.04830307140946388,
-0.046204209327697754,
-0.14340178668498993,
0.0895581915974617,
-0.05951119586825371,
0.12121216952800751,
-0.014818727970123291,
0.06366313248872757,
0.05627388134598732,
0.058025386184453964,
0.013116643764078617,
0.04944663867354393,
0.05547574162483215,
0.00008996074757305905,
-0.06049805507063866,
-0.03008742816746235,
0.05379708483815193,
0.04234535992145538,
-0.11392006278038025,
0.15117564797401428,
-0.15367713570594788,
0.17461954057216644,
0.21053554117679596,
-0.0316399410367012,
0.0668654516339302,
-0.09942395240068436,
0.015606156550347805,
-0.026159238070249557,
0.019502755254507065,
-0.06584517657756805,
-0.10550457239151001,
0.02089077979326248,
0.10921922326087952,
-0.0928197130560875,
-0.02985324151813984,
0.0004217974201310426,
-0.07499740272760391,
-0.04381726682186127,
0.06400381028652191,
-0.004202584736049175,
-0.18252032995224,
0.18412350118160248,
0.2648015320301056,
-0.02071034349501133,
0.09905979037284851,
-0.07606501132249832,
-0.017955277115106583,
-0.021002573892474174,
0.00886519905179739,
-0.02684670500457287,
0.01901804655790329,
-0.0946619063615799,
0.04143402352929115,
0.07314801961183548,
0.01903940737247467,
0.03242485597729683,
-0.09393254667520523,
-0.03191027790307999,
0.014725251123309135,
-0.05103085935115814,
-0.04333781450986862,
0.01766260713338852,
-0.0010829154634848237,
0.1136309877038002,
-0.02678033336997032,
0.018691910430788994,
0.08794024586677551,
-0.014530576765537262,
-0.14295388758182526,
0.17576219141483307,
-0.19647164642810822,
-0.3131895363330841,
-0.10712363570928574,
-0.05714379623532295,
-0.08073943108320236,
0.0175440926104784,
0.11794967949390411,
-0.08020855486392975,
-0.024162596091628075,
-0.15757668018341064,
-0.04110270366072655,
0.0481099970638752,
0.036123670637607574,
-0.009291490539908409,
0.053376346826553345,
0.04489422217011452,
-0.10964196920394897,
-0.0071852076798677444,
0.04368720203638077,
-0.0031499131582677364,
0.13743337988853455,
-0.03260831534862518,
0.12657348811626434,
0.08449214696884155,
0.005087084136903286,
0.001102870679460466,
-0.054283011704683304,
0.14241847395896912,
0.014647060073912144,
0.07349745184183121,
0.22753122448921204,
-0.025801420211791992,
0.036108460277318954,
0.16767701506614685,
-0.02235126495361328,
-0.01540127582848072,
0.04924749583005905,
-0.049141064286231995,
-0.021468771621584892,
-0.24684976041316986,
-0.09694566577672958,
-0.08711767941713333,
0.13686968386173248,
0.015987731516361237,
0.042896952480077744,
0.06590979546308517,
0.05261589214205742,
-0.05700799077749252,
-0.008706984110176563,
0.05636906996369362,
0.0546080656349659,
0.19204016029834747,
-0.051453981548547745,
0.10177823901176453,
-0.09165948629379272,
0.016864430159330368,
0.09895831346511841,
0.1259392648935318,
0.010278197005391121,
0.04157649725675583,
0.17854665219783783,
0.030723631381988525,
0.14026197791099548,
0.018607454374432564,
0.12544308602809906,
0.03524097055196762,
-0.006537234876304865,
-0.008693981915712357,
-0.07383354753255844,
-0.031190449371933937,
0.05212804675102234,
-0.08936318010091782,
-0.06253726780414581,
-0.013212140649557114,
0.03281445428729057,
0.1131642609834671,
0.0983518734574318,
0.10212413966655731,
-0.23326773941516876,
-0.02741415984928608,
0.08541189879179001,
0.05745780095458031,
-0.03051775135099888,
0.024312516674399376,
0.10313434898853302,
0.036121003329753876,
0.07578427344560623,
0.011108871549367905,
0.0775347501039505,
0.0631948858499527,
0.04105423390865326,
-0.11251647025346756,
-0.0018506527412682772,
-0.03691711276769638,
0.083049476146698,
-0.3242609202861786,
0.1420442909002304,
0.04980727657675743,
-0.049478981643915176,
-0.055459100753068924,
0.020562926307320595,
0.012483361177146435,
0.0946185439825058,
0.1036870926618576,
0.007914796471595764,
-0.04271227866411209,
0.015399620868265629,
-0.08709586411714554,
0.07283659279346466,
0.035143256187438965,
0.03929198533296585,
0.03548466041684151,
-0.05430344119668007,
-0.00008620167500339448,
0.058093853294849396,
0.20489007234573364,
-0.11401756852865219,
-0.12840715050697327,
0.014363391324877739,
0.1550590544939041,
0.04416627809405327,
-0.07397573441267014,
0.020398948341608047,
-0.05573141947388649,
0.12043303996324539,
-0.1637827754020691,
-0.04056001827120781,
-0.09064385294914246,
0.006730989087373018,
0.05280715599656105,
-0.07899221777915955,
0.020772816613316536,
-0.0560888797044754,
0.043173737823963165,
-0.03985806554555893,
-0.16401274502277374,
0.11870327591896057,
-0.10961182415485382,
-0.05514763668179512,
-0.08710977435112,
0.08063330501317978,
-0.10587339103221893,
0.0320080891251564,
0.006116763688623905,
0.0019402771722525358,
-0.08881770819425583,
-0.049363452941179276,
0.01987283118069172,
-0.009416918270289898,
0.09719628840684891,
0.06914717704057693,
-0.11662861704826355,
-0.15956325829029083,
0.03269403800368309,
-0.0890749990940094,
0.25154274702072144,
0.1949601173400879,
-0.07493524253368378,
0.11082088202238083,
0.23090431094169617,
-0.045810844749212265,
-0.3620324730873108,
-0.08551480621099472,
-0.15932470560073853,
-0.04581008106470108,
0.00843101367354393,
-0.10239066183567047,
0.07265226542949677,
0.05399175360798836,
-0.04501025751233101,
-0.012215322814881802,
-0.18185654282569885,
-0.0957547202706337,
0.15970124304294586,
0.03173349052667618,
0.15887005627155304,
-0.1909717470407486,
-0.05035676807165146,
-0.11479562520980835,
-0.10358874499797821,
0.14921796321868896,
-0.3134419023990631,
0.013236346654593945,
0.0032836790196597576,
-0.055091217160224915,
-0.012197675183415413,
-0.07618213444948196,
0.07573141157627106,
-0.04032846912741661,
0.05037752538919449,
-0.1093745157122612,
0.027975555509328842,
0.15286493301391602,
-0.05423622950911522,
0.09363780170679092,
-0.21856579184532166,
0.09357301145792007,
-0.002774113556370139,
0.03085760772228241,
-0.06519205123186111,
0.03633778169751167,
-0.018949594348669052,
-0.07370546460151672,
-0.05719086527824402,
-0.023675251752138138,
0.06231312081217766,
-0.03041507676243782,
0.12349144369363785,
-0.02846110612154007,
0.05834224820137024,
0.3397426903247833,
0.10712088644504547,
-0.11497616022825241,
0.09078715741634369,
0.008065835572779179,
-0.08345034718513489,
0.013912102207541466,
-0.1643461287021637,
0.08052761107683182,
0.04684872925281525,
-0.028842585161328316,
0.10930666327476501,
0.04580569267272949,
0.009485035203397274,
-0.02825494296848774,
0.1119769737124443,
-0.17945125699043274,
-0.03732892498373985,
-0.018491234630346298,
0.02778824232518673,
-0.10772284865379333,
0.03754328936338425,
0.19480212032794952,
0.01416358258575201,
-0.01084534078836441,
-0.018818601965904236,
0.06845328211784363,
-0.02638636901974678,
0.11951214075088501,
0.07782795280218124,
0.04870641231536865,
-0.09427407383918762,
0.139388307929039,
0.013581664301455021,
-0.087633416056633,
0.024080295115709305,
0.07856127619743347,
-0.16358371078968048,
-0.13877202570438385,
0.040897008031606674,
0.029921524226665497,
-0.01483970321714878,
-0.08266999572515488,
-0.06980405747890472,
-0.10934914648532867,
0.05272657051682472,
0.16840346157550812,
0.03199341893196106,
0.06465023756027222,
0.06441263854503632,
-0.08480609953403473,
-0.006730522029101849,
0.12139762192964554,
-0.020100174471735954,
0.011602647602558136,
-0.10639826208353043,
0.017626944929361343,
-0.055916331708431244,
0.05892125144600868,
-0.032013144344091415,
0.022882912307977676,
-0.10096830874681473,
-0.018596015870571136,
-0.20304755866527557,
0.04120919853448868,
-0.058525655418634415,
-0.021720949560403824,
-0.01279438380151987,
-0.033751096576452255,
-0.019119542092084885,
0.007828234694898129,
-0.0503886416554451,
-0.03295236453413963,
-0.042417339980602264,
0.08205224573612213,
-0.1539732813835144,
-0.04581800103187561,
0.02837030589580536,
-0.010371300391852856,
0.13717542588710785,
0.05034559220075607,
-0.09407752752304077,
0.04496096447110176,
-0.17520906031131744,
-0.04907582700252533,
0.09303812682628632,
0.028672263026237488,
-0.010942839086055756,
-0.020784955471754074,
-0.025365473702549934,
0.08928634971380234,
-0.035739313811063766,
0.007910826243460178,
0.10549384355545044,
-0.030077582225203514,
0.007487534079700708,
-0.09494712203741074,
-0.011973695829510689,
-0.06290668994188309,
-0.05060037225484848,
0.1410197764635086,
0.016877416521310806,
0.15073873102664948,
-0.05519714951515198,
-0.012415650300681591,
-0.16351956129074097,
0.018125001341104507,
-0.011862922459840775,
-0.14303697645664215,
-0.17537476122379303,
-0.022933995351195335,
0.037739451974630356,
-0.02711324766278267,
0.1619003713130951,
0.011281651444733143,
-0.09341402351856232,
0.06343074142932892,
0.02838798612356186,
0.007934454828500748,
0.033149246126413345,
0.25489845871925354,
0.014782767742872238,
-0.05552688613533974,
-0.09551321715116501,
-0.006932118441909552,
0.08390449732542038,
0.015494552440941334,
0.09880759567022324,
0.13266387581825256,
0.0397181510925293,
0.10627511143684387,
0.019390637055039406,
-0.05432658642530441,
0.03482409939169884,
-0.045818086713552475,
-0.04435852915048599,
0.07979241758584976,
0.0003697540669236332,
0.11214666813611984,
0.1776590347290039,
-0.04489012807607651,
-0.027042070403695107,
-0.05270813778042793,
-0.04138307273387909,
-0.13105574250221252,
-0.12813472747802734,
-0.10093802213668823,
-0.10417242348194122,
-0.07534900307655334,
-0.1389380544424057,
0.004352179355919361,
0.0665179118514061,
0.03498180955648422,
-0.00898583885282278,
0.07226225733757019,
0.10326796025037766,
-0.10979171097278595,
-0.014659987762570381,
-0.000543820729944855,
-0.018584972247481346,
0.04844095557928085,
-0.054448701441287994,
0.042064059525728226,
-0.0011780480854213238,
-0.0042056855745613575,
0.07834471762180328,
0.06419714540243149,
0.07319594919681549,
-0.13722360134124756,
-0.10563794523477554,
-0.0589999258518219,
0.04851456359028816,
-0.015936657786369324,
0.16989563405513763,
0.06910356879234314,
-0.024566806852817535,
0.09420686215162277,
0.2028472125530243,
-0.05111845210194588,
-0.14105792343616486,
-0.050781216472387314,
0.07063234597444534,
-0.000972819805610925,
0.049662377685308456,
0.013699832372367382,
-0.06959392130374908,
-0.013369486667215824,
0.25205180048942566,
0.27861762046813965,
-0.07494156807661057,
0.0467764250934124,
-0.052112579345703125,
0.017074620351195335,
0.01914258487522602,
0.09891103208065033,
0.09339746832847595,
0.10607197135686874,
-0.0196656696498394,
0.08418314903974533,
0.00528231356292963,
-0.02373417094349861,
-0.0860828384757042,
0.044657155871391296,
-0.03334159404039383,
-0.06872021406888962,
-0.007155722472816706,
0.052083905786275864,
-0.06432952731847763,
-0.04216314107179642,
-0.044000428169965744,
-0.12183689326047897,
0.0003833557420875877,
-0.028144193813204765,
0.1556406170129776,
0.004561084322631359,
0.005230502691119909,
-0.03302137181162834,
0.014101659879088402,
0.020590027794241905,
-0.031785380095243454,
-0.16991358995437622,
-0.002144251950085163,
0.04327424615621567,
-0.1302376240491867,
0.06881200522184372,
-0.015841376036405563,
0.06468672305345535,
0.11974476277828217,
0.016843436285853386,
-0.15507331490516663,
0.13993826508522034,
0.023007333278656006,
0.024197962135076523,
0.052845265716314316,
-0.08179155737161636,
-0.030956611037254333,
0.03792062774300575,
0.07398761808872223,
-0.06588783115148544,
0.014326965436339378,
0.06825068593025208,
-0.06975162774324417,
-0.050075333565473557,
0.003778009908273816,
-0.04202729091048241,
0.07017876952886581,
-0.012077725492417812,
-0.07558591663837433,
0.04600352793931961,
-0.061472389847040176,
-0.020816398784518242,
-0.0032691815868020058,
-0.06855950504541397,
0.021969186142086983,
-0.04336604103446007,
0.0015198601176962256,
0.06401129066944122,
0.050058282911777496,
-0.2744012176990509,
0.00034188106656074524,
-0.0717160627245903,
-0.007941100746393204,
-0.11929101496934891,
0.09557419270277023,
0.15017566084861755,
0.0018870123894885182,
-0.022255996242165565,
-0.009233127348124981,
0.035974517464637756,
0.07615147531032562,
-0.04359285905957222,
-0.11194242537021637
] |
null | null | null |
# **Reinforce** Agent playing **Pixelcopter-PLE-v0**
This is a trained model of a **Reinforce** agent playing **Pixelcopter-PLE-v0** .
To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: https://huggingface.co/deep-rl-course/unit4/introduction
| {"tags": ["Pixelcopter-PLE-v0", "reinforce", "reinforcement-learning", "custom-implementation", "deep-rl-class"], "model-index": [{"name": "Reinforce-Pixelcopter-PLE-v0", "results": [{"task": {"type": "reinforcement-learning", "name": "reinforcement-learning"}, "dataset": {"name": "Pixelcopter-PLE-v0", "type": "Pixelcopter-PLE-v0"}, "metrics": [{"type": "mean_reward", "value": "11.30 +/- 6.05", "name": "mean_reward", "verified": false}]}]}]} | reinforcement-learning | nondevs/Reinforce-Pixelcopter-PLE-v0 | [
"Pixelcopter-PLE-v0",
"reinforce",
"reinforcement-learning",
"custom-implementation",
"deep-rl-class",
"model-index",
"region:us"
] | 2023-11-11T05:58:51+00:00 | [] | [] | TAGS
#Pixelcopter-PLE-v0 #reinforce #reinforcement-learning #custom-implementation #deep-rl-class #model-index #region-us
|
# Reinforce Agent playing Pixelcopter-PLE-v0
This is a trained model of a Reinforce agent playing Pixelcopter-PLE-v0 .
To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: URL
| [
"# Reinforce Agent playing Pixelcopter-PLE-v0\n This is a trained model of a Reinforce agent playing Pixelcopter-PLE-v0 .\n To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: URL"
] | [
"TAGS\n#Pixelcopter-PLE-v0 #reinforce #reinforcement-learning #custom-implementation #deep-rl-class #model-index #region-us \n",
"# Reinforce Agent playing Pixelcopter-PLE-v0\n This is a trained model of a Reinforce agent playing Pixelcopter-PLE-v0 .\n To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: URL"
] | [
41,
58
] | [
"passage: TAGS\n#Pixelcopter-PLE-v0 #reinforce #reinforcement-learning #custom-implementation #deep-rl-class #model-index #region-us \n# Reinforce Agent playing Pixelcopter-PLE-v0\n This is a trained model of a Reinforce agent playing Pixelcopter-PLE-v0 .\n To learn to use this model and train yours check Unit 4 of the Deep Reinforcement Learning Course: URL"
] | [
0.0073175891302526,
-0.2259262204170227,
-0.0017347558168694377,
0.05054566636681557,
0.0658537745475769,
-0.055378563702106476,
0.1412602812051773,
0.05916554853320122,
-0.04990595206618309,
0.059261854737997055,
0.14166708290576935,
0.03996060788631439,
0.022112762555480003,
0.1513713151216507,
0.09764605015516281,
-0.2469022423028946,
0.07438477873802185,
0.01641594059765339,
0.008152224123477936,
0.09583204984664917,
0.060265738517045975,
-0.1405058205127716,
0.037032704800367355,
-0.01332044042646885,
-0.13650871813297272,
0.0010478810872882605,
-0.021802188828587532,
-0.03625129908323288,
0.15681709349155426,
0.006844013463705778,
0.09602472931146622,
-0.001560068572871387,
0.06475798785686493,
-0.12438877671957016,
0.05466329678893089,
0.06455880403518677,
-0.06293967366218567,
0.058029334992170334,
-0.057374246418476105,
0.11959903687238693,
0.04641333222389221,
-0.01578129455447197,
0.054811324924230576,
0.010941818356513977,
-0.14131468534469604,
-0.006710252724587917,
0.007013716734945774,
0.15098218619823456,
0.1339312642812729,
0.01409265398979187,
-0.0014771400019526482,
0.1363491266965866,
-0.16774429380893707,
0.045684073120355606,
0.061802688986063004,
-0.2633039951324463,
-0.04168876260519028,
0.12259352207183838,
0.08951573073863983,
0.06848238408565521,
-0.060910262167453766,
0.07636868953704834,
0.049813780933618546,
0.013985024765133858,
0.023094501346349716,
-0.042509064078330994,
-0.040479615330696106,
0.02289252169430256,
-0.0921095609664917,
-0.05999262258410454,
0.11517233401536942,
-0.006806366611272097,
0.03735918551683426,
-0.12476086616516113,
-0.015330453403294086,
-0.07314357161521912,
-0.05917041376233101,
-0.082573801279068,
0.07563583552837372,
0.030191516503691673,
-0.048283837735652924,
-0.08895846456289291,
-0.056533291935920715,
-0.11489585787057877,
-0.023082571104168892,
-0.07226225733757019,
0.005096882116049528,
-0.03157244250178337,
-0.035645097494125366,
0.09446526318788528,
-0.0021088174544274807,
-0.015028090216219425,
-0.03452150896191597,
-0.05930153280496597,
-0.04213470220565796,
-0.02359505370259285,
-0.03510070592164993,
-0.059062156826257706,
0.054655663669109344,
0.0680202916264534,
0.04938843473792076,
0.09133565425872803,
-0.0467856265604496,
0.1667373925447464,
-0.03256719931960106,
0.08078566938638687,
-0.011897698976099491,
0.2012830525636673,
0.11370102316141129,
0.12129533290863037,
0.06716908514499664,
-0.05294690653681755,
-0.16726544499397278,
0.039163749665021896,
0.12641896307468414,
0.07664673775434494,
-0.032492902129888535,
0.018162984400987625,
-0.12440363317728043,
0.05439428985118866,
-0.14826108515262604,
-0.06745084375143051,
0.024251462891697884,
0.01822635903954506,
-0.060682263225317,
0.03656952083110809,
-0.0028792342636734247,
0.003339326474815607,
0.004654870834201574,
-0.16432709991931915,
-0.05568019300699234,
0.028964387252926826,
-0.15712425112724304,
-0.06656725704669952,
0.06277995556592941,
-0.10113482922315598,
-0.012132617644965649,
-0.16982388496398926,
-0.16305199265480042,
-0.03628521412611008,
0.017857929691672325,
-0.040613796561956406,
-0.056917786598205566,
-0.14010562002658844,
-0.019415250048041344,
-0.045320261269807816,
-0.004312154371291399,
0.044072363525629044,
0.0020940210670232773,
0.04635847359895706,
0.0066573889926075935,
0.09289347380399704,
0.010714372619986534,
-0.0014722738415002823,
-0.04595406726002693,
0.0909833237528801,
-0.30731555819511414,
0.07525643706321716,
-0.08645553886890411,
0.05539081245660782,
-0.057316381484270096,
-0.0926317572593689,
-0.007509906310588121,
0.06277763843536377,
0.060464419424533844,
0.20788121223449707,
-0.2800109386444092,
-0.07025618106126785,
0.13655538856983185,
-0.09533236175775528,
-0.13146020472049713,
0.0513952374458313,
-0.050213608890771866,
0.07593657076358795,
0.027370907366275787,
0.140700101852417,
-0.028026295825839043,
-0.15554022789001465,
0.06281048059463501,
0.04586128890514374,
-0.11356306821107864,
0.019295670092105865,
0.03597676753997803,
0.06723599135875702,
0.05744141340255737,
-0.036986757069826126,
-0.04105675220489502,
0.08096802979707718,
-0.07076814025640488,
-0.037564266473054886,
0.04588831216096878,
-0.0579565204679966,
0.1630958467721939,
0.033971156924963,
0.09856503456830978,
-0.04149768501520157,
-0.07435470074415207,
-0.005698562134057283,
0.038746561855077744,
-0.08962973952293396,
0.025353478267788887,
-0.18320298194885254,
0.2423991560935974,
-0.02621818706393242,
0.027546977624297142,
-0.16845986247062683,
-0.0588528998196125,
0.011087946593761444,
0.21568740904331207,
0.030399197712540627,
0.12989304959774017,
0.07485637813806534,
-0.01250512059777975,
0.014156299643218517,
-0.06183977797627449,
-0.1972363442182541,
-0.03247830644249916,
0.008314179256558418,
-0.058311350643634796,
-0.04934588819742203,
-0.0900716632604599,
0.10427892208099365,
-0.19334633648395538,
-0.005319371819496155,
0.08282599598169327,
0.023504555225372314,
0.03946567326784134,
0.0035407328978180885,
-0.03634254261851311,
0.055148303508758545,
0.02030518464744091,
-0.08980578929185867,
0.14668866991996765,
0.0035520538222044706,
-0.03514726087450981,
-0.03927676007151604,
-0.03267495706677437,
0.05703731253743172,
0.08045367896556854,
-0.18214593827724457,
-0.0733821839094162,
-0.0838410034775734,
-0.02458474040031433,
0.050523869693279266,
0.036679428070783615,
0.02738112211227417,
0.44813573360443115,
0.057562243193387985,
0.09003535658121109,
-0.08811535686254501,
0.039806611835956573,
0.012785476632416248,
-0.031281858682632446,
0.013625281862914562,
0.04725322127342224,
0.11279468983411789,
0.028284218162298203,
0.01669839769601822,
0.03680038824677467,
0.01938779093325138,
0.08824212104082108,
-0.10939645022153854,
-0.003965397831052542,
0.002614045049995184,
0.038018375635147095,
0.03672022372484207,
0.07190682739019394,
0.015936892479658127,
-0.09583546966314316,
-0.030848123133182526,
-0.11166880279779434,
0.015594755299389362,
-0.20979784429073334,
-0.025905707851052284,
-0.029619399458169937,
0.0003502996696624905,
0.09109684824943542,
0.04222718998789787,
-0.04444896802306175,
0.035467714071273804,
0.03947039321064949,
-0.0861397460103035,
0.0594942644238472,
-0.014317752793431282,
-0.07008631527423859,
0.13023322820663452,
-0.1002996563911438,
-0.3153233230113983,
-0.08797995746135712,
0.05698639526963234,
0.05295826122164726,
0.06816939264535904,
-0.05876303091645241,
-0.09240786731243134,
0.03294730558991432,
-0.06836386770009995,
-0.0017794050509110093,
0.0037346978206187487,
-0.051060982048511505,
0.07253886014223099,
0.08541567623615265,
-0.014505518600344658,
-0.08911184966564178,
-0.006620637606829405,
-0.041561197489500046,
-0.124965138733387,
0.044060997664928436,
-0.03760828450322151,
0.00007921225915197283,
0.18620672821998596,
0.03724536672234535,
0.06256633251905441,
-0.06291008740663528,
0.07596296072006226,
-0.09150096774101257,
0.0004740063741337508,
0.18428465723991394,
-0.015377625823020935,
-0.004100616089999676,
-0.03996327146887779,
-0.0259257685393095,
-0.10829219967126846,
0.053985193371772766,
-0.07330703735351562,
-0.07349077612161636,
-0.0023273853585124016,
-0.07770214974880219,
-0.0351552739739418,
0.0012160884216427803,
0.07817990332841873,
0.029699061065912247,
-0.09635239094495773,
0.04920589178800583,
0.1298678070306778,
0.0931883230805397,
0.03626195341348648,
0.023981640115380287,
0.13739009201526642,
-0.11230582743883133,
0.019063033163547516,
-0.05148853361606598,
-0.1041760966181755,
-0.042787205427885056,
-0.0714287981390953,
0.07368279993534088,
0.06034531816840172,
-0.09970010071992874,
0.05144011229276657,
0.041872985661029816,
0.0883496031165123,
0.1373600959777832,
-0.04213863983750343,
-0.11244629323482513,
-0.041393622756004333,
-0.022004956379532814,
-0.1777329444885254,
0.0341336652636528,
0.22155584394931793,
0.0073304991237819195,
-0.10497386753559113,
0.07876885682344437,
-0.005956185050308704,
0.11527370661497116,
0.031222699210047722,
-0.278682678937912,
0.016931315883994102,
0.00203216471709311,
0.042359162122011185,
-0.047676295042037964,
0.10937416553497314,
0.11747439950704575,
-0.14421136677265167,
-0.06650938838720322,
-0.03273930773139,
0.044137366116046906,
-0.15618287026882172,
0.036923591047525406,
-0.12602220475673676,
0.06240779533982277,
0.050940994173288345,
0.05090156942605972,
-0.2197665423154831,
0.06881614029407501,
-0.0274215005338192,
0.06763827055692673,
-0.062248338013887405,
-0.01823522336781025,
0.04473711550235748,
0.025079863145947456,
0.14955177903175354,
-0.014347962103784084,
0.14454017579555511,
-0.09031219780445099,
-0.11753576993942261,
0.0027052261866629124,
0.08532248437404633,
0.013173088431358337,
0.013580933213233948,
0.0026939227245748043,
0.041669201105833054,
-0.02811569906771183,
0.17063532769680023,
-0.08147624880075455,
-0.022407781332731247,
-0.06592555344104767,
-0.018158966675400734,
0.2039334923028946,
-0.12064731866121292,
-0.10121093690395355,
-0.11619500070810318,
0.08663272857666016,
-0.04296411573886871,
0.08175522089004517,
-0.020344657823443413,
0.049704354256391525,
-0.02509051002562046,
0.007178863976150751,
0.09594997018575668,
0.01950966566801071,
0.08983828872442245,
-0.09791163355112076,
-0.019585272297263145,
0.13838915526866913,
-0.037155888974666595,
-0.036971647292375565,
-0.019425252452492714,
0.11054370552301407,
-0.0358734093606472,
0.08033111691474915,
0.03929615020751953,
0.03664831817150116,
0.03428546339273453,
-0.039165496826171875,
0.10309428721666336,
0.10041618347167969,
-0.06291446089744568,
0.03864621743559837,
-0.07954532653093338,
0.26597461104393005,
0.040773067623376846,
0.07301845401525497,
0.28390514850616455,
0.19391325116157532,
-0.03036464750766754,
0.10683353990316391,
-0.017607249319553375,
-0.024403288960456848,
-0.2950931787490845,
0.0006976581644266844,
0.027765681967139244,
0.11812873929738998,
0.01744898222386837,
-0.20587195456027985,
-0.1211688369512558,
-0.03560304269194603,
-0.007791717536747456,
0.0310499370098114,
-0.2441052496433258,
-0.06442268192768097,
0.06107868626713753,
0.13779635727405548,
0.15878525376319885,
-0.05917542055249214,
-0.007856467738747597,
0.029358724132180214,
0.07593556493520737,
0.017292039468884468,
-0.11598441749811172,
0.11550791561603546,
0.025637371465563774,
-0.05708931386470795,
0.0267958827316761,
-0.044003549963235855,
0.04214555397629738,
-0.17736166715621948,
0.10933554917573929,
-0.05924695357680321,
-0.08421005308628082,
0.07140472531318665,
-0.02217724733054638,
-0.048552993685007095,
0.0789642184972763,
0.020652711391448975,
-0.13173207640647888,
0.038154006004333496,
0.005618774797767401,
0.04346654564142227,
-0.004941361024975777,
-0.019811764359474182,
-0.029163256287574768,
0.07706235349178314,
-0.03806605935096741,
0.09605937451124191,
0.19590972363948822,
-0.0573095865547657,
0.03974950686097145,
0.085201695561409,
0.09593135863542557,
-0.05523005872964859,
-0.0809539332985878,
-0.03812742978334427,
-0.005277194548398256,
0.0674438327550888,
-0.08598461747169495,
-0.019085103645920753,
0.07938229292631149,
0.015313901007175446,
0.14910826086997986,
0.14389736950397491,
-0.08835655450820923,
0.11321785300970078,
0.10694554448127747,
-0.11366690695285797,
-0.08583837002515793,
-0.02963297814130783,
0.0009990704711526632,
0.04910186678171158,
-0.048617590218782425,
0.05932905897498131,
-0.1035301461815834,
0.012819357216358185,
0.03532040864229202,
0.0038119733799248934,
-0.09975302964448929,
0.009764863178133965,
0.08645275235176086,
0.06119582802057266,
-0.0567571222782135,
0.09250631928443909,
-0.0019178141374140978,
-0.10868195444345474,
0.07241881638765335,
0.009918469935655594,
-0.021528873592615128,
-0.06352251768112183,
0.03211374953389168,
0.2370220273733139,
0.13945111632347107,
-0.04336636886000633,
-0.12396618723869324,
-0.15508891642093658,
0.037849195301532745,
0.024356422945857048,
0.051251959055662155,
0.0062240250408649445,
-0.06906022876501083,
0.01234503649175167,
-0.04392383247613907,
0.005266309250146151,
-0.05930564925074577,
-0.047703344374895096,
-0.12081446498632431,
0.1154373437166214,
0.053290288895368576,
0.11705748736858368,
-0.0842847004532814,
-0.07057584822177887,
-0.1921386867761612,
0.09190598875284195,
0.041707299649715424,
-0.05532265454530716,
0.06002674251794815,
-0.030134430155158043,
0.017344338819384575,
0.11256659775972366,
-0.051967836916446686,
0.008543911390006542,
-0.09269233793020248,
0.03236149623990059,
0.03133073076605797,
0.04903566092252731,
-0.004612727556377649,
-0.017903391271829605,
0.04399999976158142,
-0.05730267986655235,
0.07619527727365494,
-0.07757602632045746,
-0.033709146082401276,
0.0645759105682373,
-0.16051416099071503,
-0.054324716329574585,
0.08708633482456207,
0.013749903067946434,
0.02590017393231392,
-0.05825240537524223,
0.019142305478453636,
-0.05566488951444626,
-0.04483235627412796,
0.01169554702937603,
-0.05552767962217331,
-0.011517677456140518,
0.05293213203549385,
-0.05287189036607742,
-0.040493328124284744,
-0.06794002652168274,
0.061874233186244965,
-0.07247710227966309,
0.09816460311412811,
0.031187955290079117,
-0.10892423242330551,
0.07648903876543045,
-0.037552736699581146,
-0.0049397205002605915,
-0.009439278393983841,
0.039307788014411926,
0.15598824620246887,
-0.1606634259223938,
0.05345672369003296,
-0.0484454482793808,
0.13272921741008759,
0.046888746321201324,
-0.04458791762590408,
-0.020207170397043228,
0.02469455823302269,
-0.05549024045467377,
0.06932897865772247,
0.15877580642700195,
0.09880131483078003,
0.02571805939078331,
0.008134597912430763,
0.10187267512083054,
0.1060529574751854,
0.08136752992868423,
0.08394161611795425,
-0.03428563475608826,
-0.11287897825241089,
0.14338994026184082,
0.09748584777116776,
0.024613093584775925,
0.21077860891819,
0.17944025993347168,
0.03125298395752907,
0.03018142655491829,
-0.06512103229761124,
0.17325744032859802,
0.061261482536792755,
-0.08229418843984604,
0.014424329623579979,
0.03221147879958153,
-0.049809664487838745,
-0.047004032880067825,
-0.09757380187511444,
-0.029556652531027794,
-0.24085633456707,
0.10851483792066574,
-0.057250600308179855,
-0.09750643372535706,
0.022772664204239845,
0.02990041859447956,
-0.018839845433831215,
0.11280566453933716,
-0.07735858112573624,
0.012980576604604721,
0.18577688932418823,
-0.03825045004487038,
-0.022322099655866623,
-0.1633504331111908,
-0.11154003441333771,
-0.014046176336705685,
-0.11750495433807373,
0.025494296103715897,
0.06305963546037674,
0.01117965579032898,
0.04399528726935387,
0.028923438861966133,
-0.020834028720855713,
0.019218796864151955,
-0.05903913825750351,
-0.042673509567976,
-0.01891910657286644,
0.02202831581234932,
-0.09593231230974197,
-0.03627033904194832,
0.12151803076267242,
-0.03246605768799782,
-0.08207374066114426,
-0.006544890813529491,
0.07848484069108963,
-0.042620159685611725,
0.09450104832649231,
-0.07687012106180191,
-0.03479038178920746,
-0.06794454902410507,
0.268902063369751,
0.09388194978237152,
-0.20183001458644867,
0.03341769427061081,
-0.030470456928014755,
0.026735708117485046,
-0.09215684235095978,
0.16250114142894745,
0.0899243950843811,
0.049168527126312256,
-0.12686687707901,
-0.003401300171390176,
-0.09992645680904388,
-0.0028723697178065777,
-0.12552696466445923,
-0.14725084602832794,
0.12093491852283478,
-0.003848524997010827,
-0.06547791510820389,
0.02844911813735962,
-0.15909899771213531,
0.06585367769002914,
0.0978507474064827,
-0.1514272391796112,
-0.038227714598178864,
-0.06086801365017891,
0.06072385236620903,
0.026465637609362602,
0.13005392253398895,
-0.05080926790833473,
0.012067130766808987,
-0.0656723901629448,
-0.011309894733130932,
-0.0000654291216051206,
-0.017478201538324356,
0.001532604917883873,
-0.09828947484493256,
0.05038110539317131,
-0.0835796371102333,
0.12184429168701172,
0.05709611251950264,
0.005326167680323124,
0.008464806713163853,
0.0648408755660057,
-0.02414623089134693,
-0.10202058404684067,
-0.01877439208328724,
0.033475372940301895,
0.03998998552560806,
0.010373802855610847,
0.034506846219301224,
0.0006507808575406671,
0.07714920490980148,
-0.011413984932005405,
-0.027285432443022728,
-0.058209117501974106,
0.03936338797211647,
-0.10441672056913376,
0.10461361706256866,
0.0013552121818065643,
-0.02240127883851528,
-0.010913821868598461,
-0.05532446503639221,
0.045815300196409225,
0.04572062939405441,
0.029743505641818047,
-0.05261747166514397,
-0.09262793511152267,
-0.021781492978334427,
0.023900283500552177,
-0.11539579927921295,
-0.18497975170612335,
-0.0664035826921463,
-0.15038692951202393,
-0.01633414439857006,
-0.0620744526386261,
0.08902198076248169,
0.13558129966259003,
0.030392181128263474,
-0.04822919890284538,
-0.12171997129917145,
0.025026977062225342,
0.13544774055480957,
-0.03851630911231041,
-0.07532322406768799
] |
Subsets and Splits