nttx's picture
Training in progress, step 200, checkpoint
e419f67 verified
{
"best_metric": 3.17742919921875,
"best_model_checkpoint": "miner_id_24/checkpoint-200",
"epoch": 0.11245431543435479,
"eval_steps": 50,
"global_step": 200,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.000562271577171774,
"grad_norm": 3.3372039794921875,
"learning_rate": 1e-05,
"loss": 12.4849,
"step": 1
},
{
"epoch": 0.000562271577171774,
"eval_loss": 3.3527166843414307,
"eval_runtime": 17.637,
"eval_samples_per_second": 169.813,
"eval_steps_per_second": 42.468,
"step": 1
},
{
"epoch": 0.001124543154343548,
"grad_norm": 3.7176997661590576,
"learning_rate": 2e-05,
"loss": 12.3758,
"step": 2
},
{
"epoch": 0.0016868147315153219,
"grad_norm": 3.826338768005371,
"learning_rate": 3e-05,
"loss": 12.6623,
"step": 3
},
{
"epoch": 0.002249086308687096,
"grad_norm": 3.477376699447632,
"learning_rate": 4e-05,
"loss": 12.0175,
"step": 4
},
{
"epoch": 0.0028113578858588698,
"grad_norm": 3.2802834510803223,
"learning_rate": 5e-05,
"loss": 12.4318,
"step": 5
},
{
"epoch": 0.0033736294630306437,
"grad_norm": 3.2721400260925293,
"learning_rate": 6e-05,
"loss": 12.5461,
"step": 6
},
{
"epoch": 0.003935901040202418,
"grad_norm": 3.382446765899658,
"learning_rate": 7e-05,
"loss": 12.0155,
"step": 7
},
{
"epoch": 0.004498172617374192,
"grad_norm": 3.6472439765930176,
"learning_rate": 8e-05,
"loss": 12.1008,
"step": 8
},
{
"epoch": 0.005060444194545966,
"grad_norm": 4.051973819732666,
"learning_rate": 9e-05,
"loss": 12.5926,
"step": 9
},
{
"epoch": 0.0056227157717177395,
"grad_norm": 3.8108744621276855,
"learning_rate": 0.0001,
"loss": 12.5172,
"step": 10
},
{
"epoch": 0.006184987348889514,
"grad_norm": 3.69618821144104,
"learning_rate": 9.999316524962345e-05,
"loss": 12.283,
"step": 11
},
{
"epoch": 0.0067472589260612875,
"grad_norm": 3.352055311203003,
"learning_rate": 9.997266286704631e-05,
"loss": 12.1051,
"step": 12
},
{
"epoch": 0.007309530503233062,
"grad_norm": 3.3662631511688232,
"learning_rate": 9.993849845741524e-05,
"loss": 12.6878,
"step": 13
},
{
"epoch": 0.007871802080404836,
"grad_norm": 3.475145101547241,
"learning_rate": 9.989068136093873e-05,
"loss": 13.3067,
"step": 14
},
{
"epoch": 0.00843407365757661,
"grad_norm": 3.408506393432617,
"learning_rate": 9.98292246503335e-05,
"loss": 12.3699,
"step": 15
},
{
"epoch": 0.008996345234748383,
"grad_norm": 3.5367794036865234,
"learning_rate": 9.975414512725057e-05,
"loss": 12.7921,
"step": 16
},
{
"epoch": 0.009558616811920157,
"grad_norm": 3.3267605304718018,
"learning_rate": 9.966546331768191e-05,
"loss": 12.7811,
"step": 17
},
{
"epoch": 0.010120888389091932,
"grad_norm": 3.1486122608184814,
"learning_rate": 9.956320346634876e-05,
"loss": 12.5525,
"step": 18
},
{
"epoch": 0.010683159966263706,
"grad_norm": 3.204435348510742,
"learning_rate": 9.944739353007344e-05,
"loss": 13.0802,
"step": 19
},
{
"epoch": 0.011245431543435479,
"grad_norm": 2.965869426727295,
"learning_rate": 9.931806517013612e-05,
"loss": 12.6219,
"step": 20
},
{
"epoch": 0.011807703120607253,
"grad_norm": 3.132817268371582,
"learning_rate": 9.917525374361912e-05,
"loss": 12.9339,
"step": 21
},
{
"epoch": 0.012369974697779028,
"grad_norm": 2.9751439094543457,
"learning_rate": 9.901899829374047e-05,
"loss": 12.5705,
"step": 22
},
{
"epoch": 0.012932246274950801,
"grad_norm": 3.1358697414398193,
"learning_rate": 9.884934153917997e-05,
"loss": 12.6131,
"step": 23
},
{
"epoch": 0.013494517852122575,
"grad_norm": 3.1683080196380615,
"learning_rate": 9.86663298624003e-05,
"loss": 12.4933,
"step": 24
},
{
"epoch": 0.014056789429294348,
"grad_norm": 3.2347140312194824,
"learning_rate": 9.847001329696653e-05,
"loss": 12.4986,
"step": 25
},
{
"epoch": 0.014619061006466124,
"grad_norm": 3.1125946044921875,
"learning_rate": 9.826044551386744e-05,
"loss": 12.4543,
"step": 26
},
{
"epoch": 0.015181332583637897,
"grad_norm": 3.037888288497925,
"learning_rate": 9.803768380684242e-05,
"loss": 12.1705,
"step": 27
},
{
"epoch": 0.015743604160809672,
"grad_norm": 3.2020065784454346,
"learning_rate": 9.780178907671789e-05,
"loss": 12.4811,
"step": 28
},
{
"epoch": 0.016305875737981444,
"grad_norm": 2.967869281768799,
"learning_rate": 9.755282581475769e-05,
"loss": 12.1209,
"step": 29
},
{
"epoch": 0.01686814731515322,
"grad_norm": 3.1968579292297363,
"learning_rate": 9.729086208503174e-05,
"loss": 12.2455,
"step": 30
},
{
"epoch": 0.01743041889232499,
"grad_norm": 3.2552599906921387,
"learning_rate": 9.701596950580806e-05,
"loss": 12.0455,
"step": 31
},
{
"epoch": 0.017992690469496767,
"grad_norm": 3.5462772846221924,
"learning_rate": 9.672822322997305e-05,
"loss": 12.1891,
"step": 32
},
{
"epoch": 0.018554962046668542,
"grad_norm": 3.96854829788208,
"learning_rate": 9.642770192448536e-05,
"loss": 12.2904,
"step": 33
},
{
"epoch": 0.019117233623840314,
"grad_norm": 9.371252059936523,
"learning_rate": 9.611448774886924e-05,
"loss": 15.0445,
"step": 34
},
{
"epoch": 0.01967950520101209,
"grad_norm": 9.009614944458008,
"learning_rate": 9.578866633275288e-05,
"loss": 15.1092,
"step": 35
},
{
"epoch": 0.020241776778183864,
"grad_norm": 9.642281532287598,
"learning_rate": 9.545032675245813e-05,
"loss": 15.4099,
"step": 36
},
{
"epoch": 0.020804048355355636,
"grad_norm": 8.54543685913086,
"learning_rate": 9.509956150664796e-05,
"loss": 15.4823,
"step": 37
},
{
"epoch": 0.02136631993252741,
"grad_norm": 7.349517345428467,
"learning_rate": 9.473646649103818e-05,
"loss": 15.2429,
"step": 38
},
{
"epoch": 0.021928591509699186,
"grad_norm": 7.565888404846191,
"learning_rate": 9.43611409721806e-05,
"loss": 15.5465,
"step": 39
},
{
"epoch": 0.022490863086870958,
"grad_norm": 6.928400039672852,
"learning_rate": 9.397368756032445e-05,
"loss": 15.0218,
"step": 40
},
{
"epoch": 0.023053134664042733,
"grad_norm": 7.2679762840271,
"learning_rate": 9.357421218136386e-05,
"loss": 14.6989,
"step": 41
},
{
"epoch": 0.023615406241214505,
"grad_norm": 7.323550224304199,
"learning_rate": 9.316282404787871e-05,
"loss": 14.6985,
"step": 42
},
{
"epoch": 0.02417767781838628,
"grad_norm": 7.29262113571167,
"learning_rate": 9.273963562927695e-05,
"loss": 14.6745,
"step": 43
},
{
"epoch": 0.024739949395558056,
"grad_norm": 7.692154407501221,
"learning_rate": 9.230476262104677e-05,
"loss": 14.4694,
"step": 44
},
{
"epoch": 0.025302220972729828,
"grad_norm": 7.802225112915039,
"learning_rate": 9.185832391312644e-05,
"loss": 14.8889,
"step": 45
},
{
"epoch": 0.025864492549901603,
"grad_norm": 7.938776016235352,
"learning_rate": 9.140044155740101e-05,
"loss": 14.5935,
"step": 46
},
{
"epoch": 0.026426764127073378,
"grad_norm": 7.427006721496582,
"learning_rate": 9.093124073433463e-05,
"loss": 14.0019,
"step": 47
},
{
"epoch": 0.02698903570424515,
"grad_norm": 7.957850456237793,
"learning_rate": 9.045084971874738e-05,
"loss": 14.4919,
"step": 48
},
{
"epoch": 0.027551307281416925,
"grad_norm": 8.102659225463867,
"learning_rate": 8.995939984474624e-05,
"loss": 14.3474,
"step": 49
},
{
"epoch": 0.028113578858588697,
"grad_norm": 8.571439743041992,
"learning_rate": 8.945702546981969e-05,
"loss": 13.8711,
"step": 50
},
{
"epoch": 0.028113578858588697,
"eval_loss": 3.3471429347991943,
"eval_runtime": 17.4913,
"eval_samples_per_second": 171.228,
"eval_steps_per_second": 42.821,
"step": 50
},
{
"epoch": 0.028675850435760472,
"grad_norm": 16.4812068939209,
"learning_rate": 8.894386393810563e-05,
"loss": 13.421,
"step": 51
},
{
"epoch": 0.029238122012932247,
"grad_norm": 12.559088706970215,
"learning_rate": 8.842005554284296e-05,
"loss": 13.2086,
"step": 52
},
{
"epoch": 0.02980039359010402,
"grad_norm": 9.944561958312988,
"learning_rate": 8.788574348801675e-05,
"loss": 12.9132,
"step": 53
},
{
"epoch": 0.030362665167275794,
"grad_norm": 7.988941192626953,
"learning_rate": 8.73410738492077e-05,
"loss": 12.3812,
"step": 54
},
{
"epoch": 0.03092493674444757,
"grad_norm": 6.001148223876953,
"learning_rate": 8.678619553365659e-05,
"loss": 12.2565,
"step": 55
},
{
"epoch": 0.031487208321619345,
"grad_norm": 4.097027778625488,
"learning_rate": 8.622126023955446e-05,
"loss": 12.3601,
"step": 56
},
{
"epoch": 0.03204947989879112,
"grad_norm": 3.436241388320923,
"learning_rate": 8.564642241456986e-05,
"loss": 12.3088,
"step": 57
},
{
"epoch": 0.03261175147596289,
"grad_norm": 3.31573224067688,
"learning_rate": 8.506183921362443e-05,
"loss": 12.5382,
"step": 58
},
{
"epoch": 0.03317402305313467,
"grad_norm": 3.3345532417297363,
"learning_rate": 8.44676704559283e-05,
"loss": 12.5246,
"step": 59
},
{
"epoch": 0.03373629463030644,
"grad_norm": 3.238633394241333,
"learning_rate": 8.386407858128706e-05,
"loss": 12.7151,
"step": 60
},
{
"epoch": 0.03429856620747821,
"grad_norm": 3.048017978668213,
"learning_rate": 8.32512286056924e-05,
"loss": 12.0159,
"step": 61
},
{
"epoch": 0.03486083778464998,
"grad_norm": 2.7373361587524414,
"learning_rate": 8.262928807620843e-05,
"loss": 12.2511,
"step": 62
},
{
"epoch": 0.03542310936182176,
"grad_norm": 2.6594111919403076,
"learning_rate": 8.199842702516583e-05,
"loss": 12.3634,
"step": 63
},
{
"epoch": 0.03598538093899353,
"grad_norm": 2.713179588317871,
"learning_rate": 8.135881792367686e-05,
"loss": 12.419,
"step": 64
},
{
"epoch": 0.036547652516165305,
"grad_norm": 2.453629732131958,
"learning_rate": 8.07106356344834e-05,
"loss": 12.245,
"step": 65
},
{
"epoch": 0.037109924093337084,
"grad_norm": 2.778935432434082,
"learning_rate": 8.005405736415126e-05,
"loss": 12.5839,
"step": 66
},
{
"epoch": 0.037672195670508855,
"grad_norm": 2.6000263690948486,
"learning_rate": 7.938926261462366e-05,
"loss": 12.3091,
"step": 67
},
{
"epoch": 0.03823446724768063,
"grad_norm": 2.613262176513672,
"learning_rate": 7.871643313414718e-05,
"loss": 12.3092,
"step": 68
},
{
"epoch": 0.038796738824852406,
"grad_norm": 2.73067569732666,
"learning_rate": 7.803575286758364e-05,
"loss": 12.6266,
"step": 69
},
{
"epoch": 0.03935901040202418,
"grad_norm": 2.5190043449401855,
"learning_rate": 7.734740790612136e-05,
"loss": 13.0876,
"step": 70
},
{
"epoch": 0.03992128197919595,
"grad_norm": 2.574352979660034,
"learning_rate": 7.66515864363997e-05,
"loss": 12.2462,
"step": 71
},
{
"epoch": 0.04048355355636773,
"grad_norm": 2.501310110092163,
"learning_rate": 7.594847868906076e-05,
"loss": 12.7794,
"step": 72
},
{
"epoch": 0.0410458251335395,
"grad_norm": 2.5318753719329834,
"learning_rate": 7.52382768867422e-05,
"loss": 12.7336,
"step": 73
},
{
"epoch": 0.04160809671071127,
"grad_norm": 2.469571828842163,
"learning_rate": 7.452117519152542e-05,
"loss": 12.351,
"step": 74
},
{
"epoch": 0.04217036828788305,
"grad_norm": 2.513092279434204,
"learning_rate": 7.379736965185368e-05,
"loss": 12.6951,
"step": 75
},
{
"epoch": 0.04273263986505482,
"grad_norm": 2.5848042964935303,
"learning_rate": 7.30670581489344e-05,
"loss": 12.614,
"step": 76
},
{
"epoch": 0.043294911442226594,
"grad_norm": 2.5222952365875244,
"learning_rate": 7.233044034264034e-05,
"loss": 12.5491,
"step": 77
},
{
"epoch": 0.04385718301939837,
"grad_norm": 2.7168142795562744,
"learning_rate": 7.158771761692464e-05,
"loss": 12.1427,
"step": 78
},
{
"epoch": 0.044419454596570145,
"grad_norm": 2.5504140853881836,
"learning_rate": 7.083909302476453e-05,
"loss": 12.1761,
"step": 79
},
{
"epoch": 0.044981726173741916,
"grad_norm": 2.584420680999756,
"learning_rate": 7.008477123264848e-05,
"loss": 12.3628,
"step": 80
},
{
"epoch": 0.04554399775091369,
"grad_norm": 2.6327569484710693,
"learning_rate": 6.932495846462261e-05,
"loss": 11.9888,
"step": 81
},
{
"epoch": 0.04610626932808547,
"grad_norm": 2.6863629817962646,
"learning_rate": 6.855986244591104e-05,
"loss": 12.3543,
"step": 82
},
{
"epoch": 0.04666854090525724,
"grad_norm": 3.053786516189575,
"learning_rate": 6.778969234612584e-05,
"loss": 12.0475,
"step": 83
},
{
"epoch": 0.04723081248242901,
"grad_norm": 4.870243549346924,
"learning_rate": 6.701465872208216e-05,
"loss": 13.3879,
"step": 84
},
{
"epoch": 0.04779308405960079,
"grad_norm": 7.5411176681518555,
"learning_rate": 6.623497346023418e-05,
"loss": 14.7573,
"step": 85
},
{
"epoch": 0.04835535563677256,
"grad_norm": 6.51435661315918,
"learning_rate": 6.545084971874738e-05,
"loss": 14.2007,
"step": 86
},
{
"epoch": 0.04891762721394433,
"grad_norm": 6.183172225952148,
"learning_rate": 6.466250186922325e-05,
"loss": 14.5157,
"step": 87
},
{
"epoch": 0.04947989879111611,
"grad_norm": 6.011676788330078,
"learning_rate": 6.387014543809223e-05,
"loss": 14.7387,
"step": 88
},
{
"epoch": 0.05004217036828788,
"grad_norm": 5.791100978851318,
"learning_rate": 6.307399704769099e-05,
"loss": 13.8414,
"step": 89
},
{
"epoch": 0.050604441945459655,
"grad_norm": 5.774806499481201,
"learning_rate": 6.227427435703997e-05,
"loss": 14.2778,
"step": 90
},
{
"epoch": 0.051166713522631434,
"grad_norm": 5.833765029907227,
"learning_rate": 6.147119600233758e-05,
"loss": 14.2561,
"step": 91
},
{
"epoch": 0.051728985099803206,
"grad_norm": 5.757104873657227,
"learning_rate": 6.066498153718735e-05,
"loss": 14.6949,
"step": 92
},
{
"epoch": 0.05229125667697498,
"grad_norm": 5.482483386993408,
"learning_rate": 5.985585137257401e-05,
"loss": 13.5382,
"step": 93
},
{
"epoch": 0.052853528254146756,
"grad_norm": 5.702921390533447,
"learning_rate": 5.90440267166055e-05,
"loss": 13.421,
"step": 94
},
{
"epoch": 0.05341579983131853,
"grad_norm": 5.867873191833496,
"learning_rate": 5.8229729514036705e-05,
"loss": 14.3085,
"step": 95
},
{
"epoch": 0.0539780714084903,
"grad_norm": 6.226456642150879,
"learning_rate": 5.74131823855921e-05,
"loss": 14.3549,
"step": 96
},
{
"epoch": 0.05454034298566207,
"grad_norm": 6.726083755493164,
"learning_rate": 5.6594608567103456e-05,
"loss": 14.3766,
"step": 97
},
{
"epoch": 0.05510261456283385,
"grad_norm": 6.9603776931762695,
"learning_rate": 5.577423184847932e-05,
"loss": 14.5228,
"step": 98
},
{
"epoch": 0.05566488614000562,
"grad_norm": 7.549854755401611,
"learning_rate": 5.495227651252315e-05,
"loss": 13.9763,
"step": 99
},
{
"epoch": 0.056227157717177394,
"grad_norm": 8.101652145385742,
"learning_rate": 5.4128967273616625e-05,
"loss": 14.7456,
"step": 100
},
{
"epoch": 0.056227157717177394,
"eval_loss": 3.2219655513763428,
"eval_runtime": 17.4998,
"eval_samples_per_second": 171.145,
"eval_steps_per_second": 42.8,
"step": 100
},
{
"epoch": 0.05678942929434917,
"grad_norm": 4.253426551818848,
"learning_rate": 5.330452921628497e-05,
"loss": 12.8723,
"step": 101
},
{
"epoch": 0.057351700871520944,
"grad_norm": 3.9202003479003906,
"learning_rate": 5.247918773366112e-05,
"loss": 12.5568,
"step": 102
},
{
"epoch": 0.057913972448692716,
"grad_norm": 3.8417775630950928,
"learning_rate": 5.165316846586541e-05,
"loss": 12.3865,
"step": 103
},
{
"epoch": 0.058476244025864495,
"grad_norm": 3.405397891998291,
"learning_rate": 5.0826697238317935e-05,
"loss": 12.2352,
"step": 104
},
{
"epoch": 0.059038515603036266,
"grad_norm": 3.101681709289551,
"learning_rate": 5e-05,
"loss": 12.4573,
"step": 105
},
{
"epoch": 0.05960078718020804,
"grad_norm": 3.01593017578125,
"learning_rate": 4.917330276168208e-05,
"loss": 12.3869,
"step": 106
},
{
"epoch": 0.06016305875737982,
"grad_norm": 2.5413131713867188,
"learning_rate": 4.834683153413459e-05,
"loss": 12.4314,
"step": 107
},
{
"epoch": 0.06072533033455159,
"grad_norm": 2.533918857574463,
"learning_rate": 4.7520812266338885e-05,
"loss": 12.6719,
"step": 108
},
{
"epoch": 0.06128760191172336,
"grad_norm": 2.4495816230773926,
"learning_rate": 4.669547078371504e-05,
"loss": 12.3535,
"step": 109
},
{
"epoch": 0.06184987348889514,
"grad_norm": 2.3273746967315674,
"learning_rate": 4.5871032726383386e-05,
"loss": 12.2099,
"step": 110
},
{
"epoch": 0.06241214506606691,
"grad_norm": 2.261077880859375,
"learning_rate": 4.504772348747687e-05,
"loss": 12.1137,
"step": 111
},
{
"epoch": 0.06297441664323869,
"grad_norm": 2.3837461471557617,
"learning_rate": 4.4225768151520694e-05,
"loss": 12.153,
"step": 112
},
{
"epoch": 0.06353668822041046,
"grad_norm": 2.4928786754608154,
"learning_rate": 4.3405391432896555e-05,
"loss": 12.4768,
"step": 113
},
{
"epoch": 0.06409895979758223,
"grad_norm": 2.2755861282348633,
"learning_rate": 4.2586817614407895e-05,
"loss": 12.2836,
"step": 114
},
{
"epoch": 0.064661231374754,
"grad_norm": 2.392712354660034,
"learning_rate": 4.17702704859633e-05,
"loss": 12.2861,
"step": 115
},
{
"epoch": 0.06522350295192578,
"grad_norm": 2.348325490951538,
"learning_rate": 4.095597328339452e-05,
"loss": 12.5431,
"step": 116
},
{
"epoch": 0.06578577452909755,
"grad_norm": 2.284317970275879,
"learning_rate": 4.0144148627425993e-05,
"loss": 11.9487,
"step": 117
},
{
"epoch": 0.06634804610626933,
"grad_norm": 2.251986265182495,
"learning_rate": 3.933501846281267e-05,
"loss": 12.3718,
"step": 118
},
{
"epoch": 0.0669103176834411,
"grad_norm": 2.172983169555664,
"learning_rate": 3.852880399766243e-05,
"loss": 12.0939,
"step": 119
},
{
"epoch": 0.06747258926061288,
"grad_norm": 2.21427059173584,
"learning_rate": 3.772572564296005e-05,
"loss": 12.1701,
"step": 120
},
{
"epoch": 0.06803486083778465,
"grad_norm": 2.2606608867645264,
"learning_rate": 3.6926002952309016e-05,
"loss": 12.4348,
"step": 121
},
{
"epoch": 0.06859713241495642,
"grad_norm": 2.405468702316284,
"learning_rate": 3.612985456190778e-05,
"loss": 12.1653,
"step": 122
},
{
"epoch": 0.0691594039921282,
"grad_norm": 2.3203816413879395,
"learning_rate": 3.533749813077677e-05,
"loss": 12.7836,
"step": 123
},
{
"epoch": 0.06972167556929997,
"grad_norm": 2.3274612426757812,
"learning_rate": 3.4549150281252636e-05,
"loss": 12.7792,
"step": 124
},
{
"epoch": 0.07028394714647175,
"grad_norm": 2.3437340259552,
"learning_rate": 3.3765026539765834e-05,
"loss": 12.5349,
"step": 125
},
{
"epoch": 0.07084621872364352,
"grad_norm": 2.256972312927246,
"learning_rate": 3.298534127791785e-05,
"loss": 12.3255,
"step": 126
},
{
"epoch": 0.0714084903008153,
"grad_norm": 2.30515718460083,
"learning_rate": 3.221030765387417e-05,
"loss": 12.2751,
"step": 127
},
{
"epoch": 0.07197076187798707,
"grad_norm": 2.284391403198242,
"learning_rate": 3.144013755408895e-05,
"loss": 12.0432,
"step": 128
},
{
"epoch": 0.07253303345515884,
"grad_norm": 2.3369052410125732,
"learning_rate": 3.0675041535377405e-05,
"loss": 12.3668,
"step": 129
},
{
"epoch": 0.07309530503233061,
"grad_norm": 2.372157096862793,
"learning_rate": 2.991522876735154e-05,
"loss": 12.428,
"step": 130
},
{
"epoch": 0.0736575766095024,
"grad_norm": 2.453045129776001,
"learning_rate": 2.916090697523549e-05,
"loss": 12.2144,
"step": 131
},
{
"epoch": 0.07421984818667417,
"grad_norm": 2.5379128456115723,
"learning_rate": 2.8412282383075363e-05,
"loss": 11.9208,
"step": 132
},
{
"epoch": 0.07478211976384594,
"grad_norm": 2.6493380069732666,
"learning_rate": 2.766955965735968e-05,
"loss": 12.1517,
"step": 133
},
{
"epoch": 0.07534439134101771,
"grad_norm": 2.9889986515045166,
"learning_rate": 2.693294185106562e-05,
"loss": 11.8513,
"step": 134
},
{
"epoch": 0.07590666291818948,
"grad_norm": 3.625115156173706,
"learning_rate": 2.6202630348146324e-05,
"loss": 13.3785,
"step": 135
},
{
"epoch": 0.07646893449536125,
"grad_norm": 5.983370304107666,
"learning_rate": 2.547882480847461e-05,
"loss": 14.8017,
"step": 136
},
{
"epoch": 0.07703120607253304,
"grad_norm": 6.331634998321533,
"learning_rate": 2.476172311325783e-05,
"loss": 15.3347,
"step": 137
},
{
"epoch": 0.07759347764970481,
"grad_norm": 5.848264217376709,
"learning_rate": 2.405152131093926e-05,
"loss": 13.9854,
"step": 138
},
{
"epoch": 0.07815574922687658,
"grad_norm": 6.60196590423584,
"learning_rate": 2.3348413563600325e-05,
"loss": 14.8867,
"step": 139
},
{
"epoch": 0.07871802080404836,
"grad_norm": 6.4960222244262695,
"learning_rate": 2.2652592093878666e-05,
"loss": 13.9309,
"step": 140
},
{
"epoch": 0.07928029238122013,
"grad_norm": 6.343400478363037,
"learning_rate": 2.196424713241637e-05,
"loss": 14.6485,
"step": 141
},
{
"epoch": 0.0798425639583919,
"grad_norm": 6.459204196929932,
"learning_rate": 2.128356686585282e-05,
"loss": 14.5744,
"step": 142
},
{
"epoch": 0.08040483553556367,
"grad_norm": 5.965136528015137,
"learning_rate": 2.061073738537635e-05,
"loss": 14.2422,
"step": 143
},
{
"epoch": 0.08096710711273546,
"grad_norm": 5.720399379730225,
"learning_rate": 1.9945942635848748e-05,
"loss": 14.1928,
"step": 144
},
{
"epoch": 0.08152937868990723,
"grad_norm": 6.280338287353516,
"learning_rate": 1.928936436551661e-05,
"loss": 14.3255,
"step": 145
},
{
"epoch": 0.082091650267079,
"grad_norm": 6.046666622161865,
"learning_rate": 1.8641182076323148e-05,
"loss": 14.6397,
"step": 146
},
{
"epoch": 0.08265392184425077,
"grad_norm": 6.060023307800293,
"learning_rate": 1.800157297483417e-05,
"loss": 13.7786,
"step": 147
},
{
"epoch": 0.08321619342142254,
"grad_norm": 6.446502685546875,
"learning_rate": 1.7370711923791567e-05,
"loss": 14.4263,
"step": 148
},
{
"epoch": 0.08377846499859432,
"grad_norm": 6.9296555519104,
"learning_rate": 1.6748771394307585e-05,
"loss": 13.9868,
"step": 149
},
{
"epoch": 0.0843407365757661,
"grad_norm": 7.5446319580078125,
"learning_rate": 1.6135921418712956e-05,
"loss": 15.1491,
"step": 150
},
{
"epoch": 0.0843407365757661,
"eval_loss": 3.1836774349212646,
"eval_runtime": 17.4879,
"eval_samples_per_second": 171.262,
"eval_steps_per_second": 42.83,
"step": 150
},
{
"epoch": 0.08490300815293787,
"grad_norm": 2.5498669147491455,
"learning_rate": 1.553232954407171e-05,
"loss": 12.4063,
"step": 151
},
{
"epoch": 0.08546527973010964,
"grad_norm": 2.699005603790283,
"learning_rate": 1.4938160786375572e-05,
"loss": 12.5751,
"step": 152
},
{
"epoch": 0.08602755130728142,
"grad_norm": 2.4554402828216553,
"learning_rate": 1.435357758543015e-05,
"loss": 12.2151,
"step": 153
},
{
"epoch": 0.08658982288445319,
"grad_norm": 2.4071147441864014,
"learning_rate": 1.3778739760445552e-05,
"loss": 11.7472,
"step": 154
},
{
"epoch": 0.08715209446162496,
"grad_norm": 2.530582904815674,
"learning_rate": 1.3213804466343421e-05,
"loss": 11.7858,
"step": 155
},
{
"epoch": 0.08771436603879675,
"grad_norm": 2.480393409729004,
"learning_rate": 1.2658926150792322e-05,
"loss": 11.7175,
"step": 156
},
{
"epoch": 0.08827663761596852,
"grad_norm": 2.3280837535858154,
"learning_rate": 1.2114256511983274e-05,
"loss": 12.4496,
"step": 157
},
{
"epoch": 0.08883890919314029,
"grad_norm": 2.605595827102661,
"learning_rate": 1.157994445715706e-05,
"loss": 12.88,
"step": 158
},
{
"epoch": 0.08940118077031206,
"grad_norm": 2.460703134536743,
"learning_rate": 1.1056136061894384e-05,
"loss": 11.7988,
"step": 159
},
{
"epoch": 0.08996345234748383,
"grad_norm": 2.192172050476074,
"learning_rate": 1.0542974530180327e-05,
"loss": 12.0285,
"step": 160
},
{
"epoch": 0.0905257239246556,
"grad_norm": 2.3072140216827393,
"learning_rate": 1.0040600155253765e-05,
"loss": 12.657,
"step": 161
},
{
"epoch": 0.09108799550182738,
"grad_norm": 2.224512815475464,
"learning_rate": 9.549150281252633e-06,
"loss": 12.5217,
"step": 162
},
{
"epoch": 0.09165026707899916,
"grad_norm": 2.1440680027008057,
"learning_rate": 9.068759265665384e-06,
"loss": 12.5891,
"step": 163
},
{
"epoch": 0.09221253865617093,
"grad_norm": 2.150700569152832,
"learning_rate": 8.599558442598998e-06,
"loss": 12.1435,
"step": 164
},
{
"epoch": 0.0927748102333427,
"grad_norm": 2.138625144958496,
"learning_rate": 8.141676086873572e-06,
"loss": 12.156,
"step": 165
},
{
"epoch": 0.09333708181051448,
"grad_norm": 2.2841179370880127,
"learning_rate": 7.695237378953223e-06,
"loss": 12.912,
"step": 166
},
{
"epoch": 0.09389935338768625,
"grad_norm": 2.275604486465454,
"learning_rate": 7.260364370723044e-06,
"loss": 11.9028,
"step": 167
},
{
"epoch": 0.09446162496485802,
"grad_norm": 2.324662446975708,
"learning_rate": 6.837175952121306e-06,
"loss": 13.1071,
"step": 168
},
{
"epoch": 0.0950238965420298,
"grad_norm": 2.2576868534088135,
"learning_rate": 6.425787818636131e-06,
"loss": 12.7031,
"step": 169
},
{
"epoch": 0.09558616811920158,
"grad_norm": 2.2652509212493896,
"learning_rate": 6.026312439675552e-06,
"loss": 12.1913,
"step": 170
},
{
"epoch": 0.09614843969637335,
"grad_norm": 2.3637468814849854,
"learning_rate": 5.6388590278194096e-06,
"loss": 12.6637,
"step": 171
},
{
"epoch": 0.09671071127354512,
"grad_norm": 2.173945665359497,
"learning_rate": 5.263533508961827e-06,
"loss": 12.6121,
"step": 172
},
{
"epoch": 0.0972729828507169,
"grad_norm": 2.34234356880188,
"learning_rate": 4.900438493352055e-06,
"loss": 12.4375,
"step": 173
},
{
"epoch": 0.09783525442788867,
"grad_norm": 2.3364017009735107,
"learning_rate": 4.549673247541875e-06,
"loss": 12.4843,
"step": 174
},
{
"epoch": 0.09839752600506045,
"grad_norm": 2.230928421020508,
"learning_rate": 4.2113336672471245e-06,
"loss": 12.5065,
"step": 175
},
{
"epoch": 0.09895979758223222,
"grad_norm": 2.349921703338623,
"learning_rate": 3.885512251130763e-06,
"loss": 12.1496,
"step": 176
},
{
"epoch": 0.099522069159404,
"grad_norm": 2.278562545776367,
"learning_rate": 3.5722980755146517e-06,
"loss": 12.3653,
"step": 177
},
{
"epoch": 0.10008434073657577,
"grad_norm": 2.464076280593872,
"learning_rate": 3.271776770026963e-06,
"loss": 12.3393,
"step": 178
},
{
"epoch": 0.10064661231374754,
"grad_norm": 2.396714687347412,
"learning_rate": 2.9840304941919415e-06,
"loss": 12.2902,
"step": 179
},
{
"epoch": 0.10120888389091931,
"grad_norm": 2.555405378341675,
"learning_rate": 2.7091379149682685e-06,
"loss": 12.8033,
"step": 180
},
{
"epoch": 0.10177115546809108,
"grad_norm": 2.629749298095703,
"learning_rate": 2.4471741852423237e-06,
"loss": 11.9488,
"step": 181
},
{
"epoch": 0.10233342704526287,
"grad_norm": 2.619595766067505,
"learning_rate": 2.1982109232821178e-06,
"loss": 11.9838,
"step": 182
},
{
"epoch": 0.10289569862243464,
"grad_norm": 2.9505879878997803,
"learning_rate": 1.962316193157593e-06,
"loss": 11.8494,
"step": 183
},
{
"epoch": 0.10345797019960641,
"grad_norm": 3.3083057403564453,
"learning_rate": 1.7395544861325718e-06,
"loss": 11.8519,
"step": 184
},
{
"epoch": 0.10402024177677818,
"grad_norm": 3.8817014694213867,
"learning_rate": 1.5299867030334814e-06,
"loss": 13.4171,
"step": 185
},
{
"epoch": 0.10458251335394995,
"grad_norm": 4.491519927978516,
"learning_rate": 1.333670137599713e-06,
"loss": 14.0314,
"step": 186
},
{
"epoch": 0.10514478493112173,
"grad_norm": 4.502686023712158,
"learning_rate": 1.1506584608200367e-06,
"loss": 13.7681,
"step": 187
},
{
"epoch": 0.10570705650829351,
"grad_norm": 4.6369500160217285,
"learning_rate": 9.810017062595322e-07,
"loss": 14.1065,
"step": 188
},
{
"epoch": 0.10626932808546528,
"grad_norm": 4.749708652496338,
"learning_rate": 8.247462563808817e-07,
"loss": 14.0934,
"step": 189
},
{
"epoch": 0.10683159966263706,
"grad_norm": 4.917808532714844,
"learning_rate": 6.819348298638839e-07,
"loss": 13.7322,
"step": 190
},
{
"epoch": 0.10739387123980883,
"grad_norm": 5.4032769203186035,
"learning_rate": 5.526064699265753e-07,
"loss": 14.2303,
"step": 191
},
{
"epoch": 0.1079561428169806,
"grad_norm": 5.083553791046143,
"learning_rate": 4.367965336512403e-07,
"loss": 14.4168,
"step": 192
},
{
"epoch": 0.10851841439415237,
"grad_norm": 5.418875217437744,
"learning_rate": 3.3453668231809286e-07,
"loss": 13.8963,
"step": 193
},
{
"epoch": 0.10908068597132414,
"grad_norm": 5.617504596710205,
"learning_rate": 2.458548727494292e-07,
"loss": 13.8051,
"step": 194
},
{
"epoch": 0.10964295754849593,
"grad_norm": 5.5453104972839355,
"learning_rate": 1.7077534966650766e-07,
"loss": 14.4726,
"step": 195
},
{
"epoch": 0.1102052291256677,
"grad_norm": 5.646365165710449,
"learning_rate": 1.0931863906127327e-07,
"loss": 14.2539,
"step": 196
},
{
"epoch": 0.11076750070283947,
"grad_norm": 6.305400371551514,
"learning_rate": 6.150154258476315e-08,
"loss": 13.8898,
"step": 197
},
{
"epoch": 0.11132977228001124,
"grad_norm": 6.601794242858887,
"learning_rate": 2.7337132953697554e-08,
"loss": 13.9095,
"step": 198
},
{
"epoch": 0.11189204385718302,
"grad_norm": 6.902284145355225,
"learning_rate": 6.834750376549792e-09,
"loss": 14.2948,
"step": 199
},
{
"epoch": 0.11245431543435479,
"grad_norm": 7.8821258544921875,
"learning_rate": 0.0,
"loss": 14.6044,
"step": 200
},
{
"epoch": 0.11245431543435479,
"eval_loss": 3.17742919921875,
"eval_runtime": 17.6713,
"eval_samples_per_second": 169.484,
"eval_steps_per_second": 42.385,
"step": 200
}
],
"logging_steps": 1,
"max_steps": 200,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 50,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 5,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 3776116363886592.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}