rbgo commited on
Commit
7d17e4b
·
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1 Parent(s): 5834eab

Update LLM-inference-benchmark-3.csv

Browse files
Files changed (1) hide show
  1. LLM-inference-benchmark-3.csv +429 -429
LLM-inference-benchmark-3.csv CHANGED
@@ -284,96 +284,96 @@ Token_Count,TTFT,Latency,Tokens-per-Second,output_length,input_length,Library,Mo
284
  101,0.935483518,2.864246302,35.26233059,100,5000,CTranslate-2,Mistral-7B-Instruct-v0.3
285
  201,0.931834729,4.789096177,41.97034108,200,5000,CTranslate-2,Mistral-7B-Instruct-v0.3
286
  501,0.933479403,10.69423974,46.84764998,500,5000,CTranslate-2,Mistral-7B-Instruct-v0.3
287
- 97,,1.182108683,82.05675281,100,20,TensorRT-LLM,Llama-3.1-8B-Instruct
288
- 197,,2.237831035,88.03166858,200,20,TensorRT-LLM,Llama-3.1-8B-Instruct
289
- 497,,5.541146905,89.69262294,500,20,TensorRT-LLM,Llama-3.1-8B-Instruct
290
- 97,,1.150224606,84.33135537,100,100,TensorRT-LLM,Llama-3.1-8B-Instruct
291
- 197,,2.249237543,87.58523554,200,100,TensorRT-LLM,Llama-3.1-8B-Instruct
292
- 497,,5.598763109,88.76960684,500,100,TensorRT-LLM,Llama-3.1-8B-Instruct
293
- 97,,1.155337755,83.95813223,100,200,TensorRT-LLM,Llama-3.1-8B-Instruct
294
- 197,,2.253898287,87.40412162,200,200,TensorRT-LLM,Llama-3.1-8B-Instruct
295
- 497,,5.586122347,88.97048241,500,200,TensorRT-LLM,Llama-3.1-8B-Instruct
296
- 97,,1.194895667,81.17863566,100,500,TensorRT-LLM,Llama-3.1-8B-Instruct
297
- 197,,2.33862423,84.23756047,200,500,TensorRT-LLM,Llama-3.1-8B-Instruct
298
- 497,,5.679482188,87.50797758,500,500,TensorRT-LLM,Llama-3.1-8B-Instruct
299
- 97,,1.232205841,78.72061369,100,1000,TensorRT-LLM,Llama-3.1-8B-Instruct
300
- 197,,2.364666192,83.30985602,200,1000,TensorRT-LLM,Llama-3.1-8B-Instruct
301
- 497,,5.810639286,85.53275733,500,1000,TensorRT-LLM,Llama-3.1-8B-Instruct
302
- 97,,1.653130758,58.67654421,100,5000,TensorRT-LLM,Llama-3.1-8B-Instruct
303
- 197,,2.925976101,67.32795935,200,5000,TensorRT-LLM,Llama-3.1-8B-Instruct
304
- 497,,6.745270855,73.68125175,500,5000,TensorRT-LLM,Llama-3.1-8B-Instruct
305
- 97,,1.114639752,87.02363237,100,20,TensorRT-LLM,Qwen2-7B-Instruct
306
- 197,,2.167635109,90.88245488,200,20,TensorRT-LLM,Qwen2-7B-Instruct
307
- 497,,5.38570705,92.28129109,500,20,TensorRT-LLM,Qwen2-7B-Instruct
308
- 97,,1.116494557,86.87906214,100,100,TensorRT-LLM,Qwen2-7B-Instruct
309
- 197,,2.175986648,90.53364375,200,100,TensorRT-LLM,Qwen2-7B-Instruct
310
- 497,,5.372936873,92.50062149,500,100,TensorRT-LLM,Qwen2-7B-Instruct
311
- 97,,1.124850994,86.23364385,100,200,TensorRT-LLM,Qwen2-7B-Instruct
312
- 197,,2.189170346,89.98842889,200,200,TensorRT-LLM,Qwen2-7B-Instruct
313
- 497,,5.409594251,91.87380364,500,200,TensorRT-LLM,Qwen2-7B-Instruct
314
- 97,,1.163821102,83.34614301,100,500,TensorRT-LLM,Qwen2-7B-Instruct
315
- 197,,2.236973268,88.0654243,200,500,TensorRT-LLM,Qwen2-7B-Instruct
316
- 497,,5.47995777,90.69412956,500,500,TensorRT-LLM,Qwen2-7B-Instruct
317
- 96,,1.206333974,79.57995221,100,1000,TensorRT-LLM,Qwen2-7B-Instruct
318
- 196,,2.285009945,85.77643193,200,1000,TensorRT-LLM,Qwen2-7B-Instruct
319
- 496,,5.564113358,89.14268421,500,1000,TensorRT-LLM,Qwen2-7B-Instruct
320
- 96,,1.580134968,60.75430387,100,5000,TensorRT-LLM,Qwen2-7B-Instruct
321
- 196,,2.790443703,70.2397256,200,5000,TensorRT-LLM,Qwen2-7B-Instruct
322
- 496,,6.46147898,76.7626114,500,5000,TensorRT-LLM,Qwen2-7B-Instruct
323
- 100,,2.012305395,49.69424633,100,20,TensorRT-LLM,Phi-3-medium-128k-instruct
324
- 200,,4.004708693,49.94121054,200,20,TensorRT-LLM,Phi-3-medium-128k-instruct
325
- 498,,10.05157629,49.54446803,500,20,TensorRT-LLM,Phi-3-medium-128k-instruct
326
- 100,,2.024926468,49.3845093,100,100,TensorRT-LLM,Phi-3-medium-128k-instruct
327
- 200,,4.026705166,49.66839929,200,100,TensorRT-LLM,Phi-3-medium-128k-instruct
328
- 500,,10.09688813,49.52020796,500,100,TensorRT-LLM,Phi-3-medium-128k-instruct
329
- 100,,2.033040348,49.18741534,100,200,TensorRT-LLM,Phi-3-medium-128k-instruct
330
- 200,,4.038982932,49.51741648,200,200,TensorRT-LLM,Phi-3-medium-128k-instruct
331
- 500,,10.12064599,49.403961,500,200,TensorRT-LLM,Phi-3-medium-128k-instruct
332
- 100,,2.107417718,47.45143744,100,500,TensorRT-LLM,Phi-3-medium-128k-instruct
333
- 200,,4.164770158,48.02185773,200,500,TensorRT-LLM,Phi-3-medium-128k-instruct
334
- 500,,10.24827181,48.78871377,500,500,TensorRT-LLM,Phi-3-medium-128k-instruct
335
- 100,,2.202011031,45.41303317,100,1000,TensorRT-LLM,Phi-3-medium-128k-instruct
336
- 200,,4.281053051,46.7174776,200,1000,TensorRT-LLM,Phi-3-medium-128k-instruct
337
- 500,,10.43155148,47.93150865,500,1000,TensorRT-LLM,Phi-3-medium-128k-instruct
338
- 100,,3.046266248,32.82707152,100,5000,TensorRT-LLM,Phi-3-medium-128k-instruct
339
- 200,,5.276393999,37.90467506,200,5000,TensorRT-LLM,Phi-3-medium-128k-instruct
340
- 500,,12.09492761,41.33964387,500,5000,TensorRT-LLM,Phi-3-medium-128k-instruct
341
- 102,,1.049250728,97.21222705,100,20,TensorRT-LLM,Mistral-7B-Instruct-v0.3
342
- 201,,2.07726589,96.76180645,200,20,TensorRT-LLM,Mistral-7B-Instruct-v0.3
343
- 469,,5.197470054,90.23621014,500,20,TensorRT-LLM,Mistral-7B-Instruct-v0.3
344
- 106,,1.053693453,100.5985182,100,100,TensorRT-LLM,Mistral-7B-Instruct-v0.3
345
- 212,,2.091316256,101.3715641,200,100,TensorRT-LLM,Mistral-7B-Instruct-v0.3
346
- 523,,5.256513734,99.49560231,500,100,TensorRT-LLM,Mistral-7B-Instruct-v0.3
347
- 100,,1.060115636,94.3293322,100,200,TensorRT-LLM,Mistral-7B-Instruct-v0.3
348
- 199,,2.09819852,94.84326583,200,200,TensorRT-LLM,Mistral-7B-Instruct-v0.3
349
- 508,,5.24555922,96.84382135,500,200,TensorRT-LLM,Mistral-7B-Instruct-v0.3
350
- 100,,1.103749915,90.60023348,100,500,TensorRT-LLM,Mistral-7B-Instruct-v0.3
351
- 199,,2.19170084,90.79706334,200,500,TensorRT-LLM,Mistral-7B-Instruct-v0.3
352
- 500,,5.349729939,93.4626618,500,500,TensorRT-LLM,Mistral-7B-Instruct-v0.3
353
- 100,,1.156443279,86.4720318,100,1000,TensorRT-LLM,Mistral-7B-Instruct-v0.3
354
- 196,,2.232576737,87.79093536,200,1000,TensorRT-LLM,Mistral-7B-Instruct-v0.3
355
- 494,,5.498301028,89.84593559,500,1000,TensorRT-LLM,Mistral-7B-Instruct-v0.3
356
- 110,,1.613252506,68.18523423,100,5000,TensorRT-LLM,Mistral-7B-Instruct-v0.3
357
- 216,,2.840794208,76.03507477,200,5000,TensorRT-LLM,Mistral-7B-Instruct-v0.3
358
- 530,,6.538827778,81.05428343,500,5000,TensorRT-LLM,Mistral-7B-Instruct-v0.3
359
- 100,,1.590965363,62.85491961,100,20,TensorRT-LLM,gemma-2-9b-it
360
- 200,,3.065312598,65.24620038,200,20,TensorRT-LLM,gemma-2-9b-it
361
- 476,,7.580790417,62.79028621,500,20,TensorRT-LLM,gemma-2-9b-it
362
- 101,,1.581129447,63.87838781,100,100,TensorRT-LLM,gemma-2-9b-it
363
- 201,,3.110439317,64.62109674,200,100,TensorRT-LLM,gemma-2-9b-it
364
- 501,,7.653980043,65.4561414,500,100,TensorRT-LLM,gemma-2-9b-it
365
- 100,,1.600463458,62.48190141,100,200,TensorRT-LLM,gemma-2-9b-it
366
- 200,,3.113754331,64.2311431,200,200,TensorRT-LLM,gemma-2-9b-it
367
- 500,,7.746932469,64.5416753,500,200,TensorRT-LLM,gemma-2-9b-it
368
- 101,,1.671616322,60.42056342,100,500,TensorRT-LLM,gemma-2-9b-it
369
- 201,,3.220080722,62.42079542,200,500,TensorRT-LLM,gemma-2-9b-it
370
- 501,,7.97266894,62.8396844,500,500,TensorRT-LLM,gemma-2-9b-it
371
- 101,,1.750404826,57.70093781,100,1000,TensorRT-LLM,gemma-2-9b-it
372
- 199,,3.346481529,59.46544102,200,1000,TensorRT-LLM,gemma-2-9b-it
373
- 501,,8.228972545,60.88244884,500,1000,TensorRT-LLM,gemma-2-9b-it
374
- 97,,2.523023888,38.44593008,100,5000,TensorRT-LLM,gemma-2-9b-it
375
- 197,,4.531625027,43.47226411,200,5000,TensorRT-LLM,gemma-2-9b-it
376
- 497,,10.64729431,46.67852561,500,5000,TensorRT-LLM,gemma-2-9b-it
377
  100,0.020717588,1.273824465,78.50375208,100,20,Triton-vLLM,Qwen2-7B-Instruct
378
  200,0.018818859,2.536587221,78.84609618,200,20,Triton-vLLM,Qwen2-7B-Instruct
379
  362,0.018263991,4.624010989,78.28701118,500,20,Triton-vLLM,Qwen2-7B-Instruct
@@ -461,294 +461,294 @@ Token_Count,TTFT,Latency,Tokens-per-Second,output_length,input_length,Library,Mo
461
  108,0.030942303,1.826762781,59.1209768,100,5000,Triton-vLLM,Llama-3.1-8B-Instruct
462
  208,0.029425197,3.253641469,63.92837133,200,5000,Triton-vLLM,Llama-3.1-8B-Instruct
463
  508,0.030247884,7.47844056,67.92860034,500,5000,Triton-vLLM,Llama-3.1-8B-Instruct
464
- 102,,1.174613021,86.8371099,100,20,vLLM,Mistral-7B-Instruct-v0.2
465
- 202,,2.349013297,85.99355323,200,20,vLLM,Mistral-7B-Instruct-v0.2
466
- 502,,5.962751339,84.18932326,500,20,vLLM,Mistral-7B-Instruct-v0.2
467
- 102,,1.199093148,85.06428393,100,100,vLLM,Mistral-7B-Instruct-v0.2
468
- 202,,2.381379451,84.82478503,200,100,vLLM,Mistral-7B-Instruct-v0.2
469
- 502,,6.00286544,83.62672877,500,100,vLLM,Mistral-7B-Instruct-v0.2
470
- 102,,1.202854825,84.79826317,100,200,vLLM,Mistral-7B-Instruct-v0.2
471
- 202,,2.399505969,84.18399563,200,200,vLLM,Mistral-7B-Instruct-v0.2
472
- 502,,6.070953075,82.68882889,500,200,vLLM,Mistral-7B-Instruct-v0.2
473
- 102,,1.265784766,80.58242028,100,500,vLLM,Mistral-7B-Instruct-v0.2
474
- 202,,2.479106087,81.48098262,200,500,vLLM,Mistral-7B-Instruct-v0.2
475
- 502,,6.157010756,81.53307179,500,500,vLLM,Mistral-7B-Instruct-v0.2
476
- 102,,1.305067741,78.15686251,100,1000,vLLM,Mistral-7B-Instruct-v0.2
477
- 202,,2.524232165,80.02433485,200,1000,vLLM,Mistral-7B-Instruct-v0.2
478
- 502,,6.175673716,81.28667787,500,1000,vLLM,Mistral-7B-Instruct-v0.2
479
- 102,,1.674949077,60.89737378,100,5000,vLLM,Mistral-7B-Instruct-v0.2
480
- 202,,2.932888101,68.87409033,200,5000,vLLM,Mistral-7B-Instruct-v0.2
481
- 502,,6.633636787,75.67493008,500,5000,vLLM,Mistral-7B-Instruct-v0.2
482
- 100,,1.229908256,81.30687758,100,20,Triton-vLLM,Mistral-7B-Instruct-v0.2
483
- 200,,2.455865487,81.43768503,200,20,Triton-vLLM,Mistral-7B-Instruct-v0.2
484
- 500,,6.2596228,79.87701751,500,20,Triton-vLLM,Mistral-7B-Instruct-v0.2
485
- 100,,1.250786717,79.94968178,100,100,Triton-vLLM,Mistral-7B-Instruct-v0.2
486
- 200,,2.500528343,79.9830966,200,100,Triton-vLLM,Mistral-7B-Instruct-v0.2
487
- 500,,6.313899059,79.19036958,500,100,Triton-vLLM,Mistral-7B-Instruct-v0.2
488
- 100,,1.270175815,78.72925844,100,200,Triton-vLLM,Mistral-7B-Instruct-v0.2
489
- 200,,2.54443016,78.60306136,200,200,Triton-vLLM,Mistral-7B-Instruct-v0.2
490
- 500,,6.353873929,78.69214995,500,200,Triton-vLLM,Mistral-7B-Instruct-v0.2
491
- 100,,1.322411879,75.61940541,100,500,Triton-vLLM,Mistral-7B-Instruct-v0.2
492
- 200,,2.597319107,77.00247515,200,500,Triton-vLLM,Mistral-7B-Instruct-v0.2
493
- 500,,6.461149775,77.38560742,500,500,Triton-vLLM,Mistral-7B-Instruct-v0.2
494
- 100,,1.369994967,72.99296889,100,1000,Triton-vLLM,Mistral-7B-Instruct-v0.2
495
- 200,,2.652826145,75.39129557,200,1000,Triton-vLLM,Mistral-7B-Instruct-v0.2
496
- 500,,6.517175561,76.72035153,500,1000,Triton-vLLM,Mistral-7B-Instruct-v0.2
497
- 100,,1.739168171,57.49875237,100,5000,Triton-vLLM,Mistral-7B-Instruct-v0.2
498
- 200,,3.044131678,65.70018027,200,5000,Triton-vLLM,Mistral-7B-Instruct-v0.2
499
- 500,,7.013694199,71.28910754,500,5000,Triton-vLLM,Mistral-7B-Instruct-v0.2
500
- 100,,1.268408493,78.83895492,100,20,TGI,Mistral-7B-Instruct-v0.2
501
- 200,,2.521933756,79.3042242,200,20,TGI,Mistral-7B-Instruct-v0.2
502
- 500,,6.375007466,78.4312807,500,20,TGI,Mistral-7B-Instruct-v0.2
503
- 100,,1.27779848,78.25960162,100,100,TGI,Mistral-7B-Instruct-v0.2
504
- 200,,2.561625263,78.07543238,200,100,TGI,Mistral-7B-Instruct-v0.2
505
- 500,,6.46048634,77.39355424,500,100,TGI,Mistral-7B-Instruct-v0.2
506
- 100,,1.288863747,77.58772037,100,200,TGI,Mistral-7B-Instruct-v0.2
507
- 200,,2.572044299,77.75915838,200,200,TGI,Mistral-7B-Instruct-v0.2
508
- 500,,6.503128046,76.88607643,500,200,TGI,Mistral-7B-Instruct-v0.2
509
- 100,,1.358065448,73.63415375,100,500,TGI,Mistral-7B-Instruct-v0.2
510
- 200,,2.670912375,74.88077927,200,500,TGI,Mistral-7B-Instruct-v0.2
511
- 500,,6.618003365,75.55148773,500,500,TGI,Mistral-7B-Instruct-v0.2
512
- 100,,1.408834564,70.9806549,100,1000,TGI,Mistral-7B-Instruct-v0.2
513
- 200,,2.714945801,73.66629563,200,1000,TGI,Mistral-7B-Instruct-v0.2
514
- 500,,6.651151397,75.17495395,500,1000,TGI,Mistral-7B-Instruct-v0.2
515
- 100,,1.752414304,57.06413134,100,5000,TGI,Mistral-7B-Instruct-v0.2
516
- 200,,3.095546679,64.60894334,200,5000,TGI,Mistral-7B-Instruct-v0.2
517
- 500,,7.116849168,70.25580959,500,5000,TGI,Mistral-7B-Instruct-v0.2
518
- 101,,1.095553447,92.19084681,100,20,TensorRT-LLM,Mistral-7B-Instruct-v0.2
519
- 204,,2.178593346,93.63840222,200,20,TensorRT-LLM,Mistral-7B-Instruct-v0.2
520
- 498,,5.475420777,90.95191407,500,20,TensorRT-LLM,Mistral-7B-Instruct-v0.2
521
- 101,,1.10267662,91.5953038,100,100,TensorRT-LLM,Mistral-7B-Instruct-v0.2
522
- 201,,2.222467565,90.44001504,200,100,TensorRT-LLM,Mistral-7B-Instruct-v0.2
523
- 500,,5.508318401,90.77180431,500,100,TensorRT-LLM,Mistral-7B-Instruct-v0.2
524
- 101,,1.108236227,91.13580439,100,200,TensorRT-LLM,Mistral-7B-Instruct-v0.2
525
- 200,,2.204901717,90.70699091,200,200,TensorRT-LLM,Mistral-7B-Instruct-v0.2
526
- 495,,5.554740649,89.11307139,500,200,TensorRT-LLM,Mistral-7B-Instruct-v0.2
527
- 100,,1.152383422,86.77667354,100,500,TensorRT-LLM,Mistral-7B-Instruct-v0.2
528
- 197,,2.265663975,86.95022835,200,500,TensorRT-LLM,Mistral-7B-Instruct-v0.2
529
- 502,,5.642823501,88.9625557,500,500,TensorRT-LLM,Mistral-7B-Instruct-v0.2
530
- 99,,1.209912135,81.82412353,100,1000,TensorRT-LLM,Mistral-7B-Instruct-v0.2
531
- 199,,2.345166986,84.85536475,200,1000,TensorRT-LLM,Mistral-7B-Instruct-v0.2
532
- 497,,5.803354984,85.64011703,500,1000,TensorRT-LLM,Mistral-7B-Instruct-v0.2
533
- 93,,1.710202046,54.37953967,100,5000,TensorRT-LLM,Mistral-7B-Instruct-v0.2
534
- 189,,3.022812372,62.52455553,200,5000,TensorRT-LLM,Mistral-7B-Instruct-v0.2
535
- 504,,6.968824187,72.32210004,500,5000,TensorRT-LLM,Mistral-7B-Instruct-v0.2
536
- 100,,1.277386151,78.28486313,100,20,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
537
- 200,,2.571110278,77.78740636,200,20,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
538
- 500,,6.548450963,76.35393513,500,20,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
539
- 100,,1.308999308,76.39423443,100,100,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
540
- 200,,2.643603589,75.65430794,200,100,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
541
- 500,,6.633774884,75.37186726,500,100,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
542
- 100,,1.322201454,75.63144005,100,200,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
543
- 200,,2.648738834,75.50763308,200,200,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
544
- 500,,6.704158819,74.58057207,500,200,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
545
- 100,,1.397480151,71.55736697,100,500,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
546
- 200,,2.763124469,72.38182798,200,500,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
547
- 500,,6.95137112,71.92825579,500,500,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
548
- 100,,1.48865971,67.17451902,100,1000,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
549
- 200,,2.90183667,68.92186665,200,1000,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
550
- 500,,7.220428844,69.24796446,500,1000,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
551
- 100,,2.277820601,43.90161365,100,5000,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
552
- 200,,4.093913898,48.85300595,200,5000,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
553
- 201,,4.11651083,48.82775931,500,5000,DeepSpeed-MII,Mistral-7B-Instruct-v0.2
554
- 100,,1.337546109,74.76377773,100,20,CTranslate2,Mistral-7B-Instruct-v0.2
555
- 200,,2.666709882,74.99878459,200,20,CTranslate2,Mistral-7B-Instruct-v0.2
556
- 500,,6.759136452,73.97394675,500,20,CTranslate2,Mistral-7B-Instruct-v0.2
557
- 100,,1.360530184,73.50075814,100,100,CTranslate2,Mistral-7B-Instruct-v0.2
558
- 200,,2.70332432,73.98298403,200,100,CTranslate2,Mistral-7B-Instruct-v0.2
559
- 500,,6.839321989,73.10666186,500,100,CTranslate2,Mistral-7B-Instruct-v0.2
560
- 100,,1.372375613,72.86634873,100,200,CTranslate2,Mistral-7B-Instruct-v0.2
561
- 200,,2.726248489,73.36088431,200,200,CTranslate2,Mistral-7B-Instruct-v0.2
562
- 500,,6.860865971,72.87709775,500,200,CTranslate2,Mistral-7B-Instruct-v0.2
563
- 100,,1.45784987,68.59416875,100,500,CTranslate2,Mistral-7B-Instruct-v0.2
564
- 200,,2.886060673,69.29861242,200,500,CTranslate2,Mistral-7B-Instruct-v0.2
565
- 500,,7.159109434,69.84108912,500,500,CTranslate2,Mistral-7B-Instruct-v0.2
566
- 100,,1.579440492,63.31355977,100,1000,CTranslate2,Mistral-7B-Instruct-v0.2
567
- 200,,3.040799732,65.77217102,200,1000,CTranslate2,Mistral-7B-Instruct-v0.2
568
- 500,,7.533618612,66.36916809,500,1000,CTranslate2,Mistral-7B-Instruct-v0.2
569
- 100,,2.654749753,37.66833386,100,5000,CTranslate2,Mistral-7B-Instruct-v0.2
570
- 200,,4.575493749,43.71112955,200,5000,CTranslate2,Mistral-7B-Instruct-v0.2
571
- 500,,10.46505351,47.77806432,500,5000,CTranslate2,Mistral-7B-Instruct-v0.2
572
- 101,,1.110121297,90.98104889,100,20,vLLM,Llama-2-7b-chat-hf
573
- 201,,2.224747068,90.34734909,200,20,vLLM,Llama-2-7b-chat-hf
574
- 501,,5.667044058,88.40587701,500,20,vLLM,Llama-2-7b-chat-hf
575
- 101,,1.128676456,89.48534318,100,100,vLLM,Llama-2-7b-chat-hf
576
- 201,,2.257678425,89.02950827,200,100,vLLM,Llama-2-7b-chat-hf
577
- 501,,5.704412668,87.82674557,500,100,vLLM,Llama-2-7b-chat-hf
578
- 101,,1.140753319,88.53798478,100,200,vLLM,Llama-2-7b-chat-hf
579
- 201,,2.278054451,88.23318508,200,200,vLLM,Llama-2-7b-chat-hf
580
- 501,,5.763408259,86.92773052,500,200,vLLM,Llama-2-7b-chat-hf
581
- 101,,1.200564446,84.12709566,100,500,vLLM,Llama-2-7b-chat-hf
582
- 201,,2.358553027,85.22174303,200,500,vLLM,Llama-2-7b-chat-hf
583
- 501,,5.842386598,85.75262722,500,500,vLLM,Llama-2-7b-chat-hf
584
- 101,,1.264016332,79.90403086,100,1000,vLLM,Llama-2-7b-chat-hf
585
- 201,,2.408187852,83.46524954,200,1000,vLLM,Llama-2-7b-chat-hf
586
- 501,,5.900441007,84.90890756,500,1000,vLLM,Llama-2-7b-chat-hf
587
- 100,,1.17694841,84.96549139,100,20,Triton-vLLM,Llama-2-7b-chat-hf
588
- 195,,2.309370732,84.43858636,200,20,Triton-vLLM,Llama-2-7b-chat-hf
589
- 500,,5.94485114,84.1063953,500,20,Triton-vLLM,Llama-2-7b-chat-hf
590
- 100,,1.189625046,84.06009972,100,100,Triton-vLLM,Llama-2-7b-chat-hf
591
- 200,,2.378143388,84.09921833,200,100,Triton-vLLM,Llama-2-7b-chat-hf
592
- 500,,6.016055411,83.11093663,500,100,Triton-vLLM,Llama-2-7b-chat-hf
593
- 100,,1.206466897,82.88665047,100,200,Triton-vLLM,Llama-2-7b-chat-hf
594
- 200,,2.385964934,83.82352865,200,200,Triton-vLLM,Llama-2-7b-chat-hf
595
- 500,,6.000554722,83.32562957,500,200,Triton-vLLM,Llama-2-7b-chat-hf
596
- 100,,1.252745594,79.8246671,100,500,Triton-vLLM,Llama-2-7b-chat-hf
597
- 200,,2.462037199,81.2335411,200,500,Triton-vLLM,Llama-2-7b-chat-hf
598
- 500,,6.130609786,81.55795548,500,500,Triton-vLLM,Llama-2-7b-chat-hf
599
- 100,,1.308584197,76.41846832,100,1000,Triton-vLLM,Llama-2-7b-chat-hf
600
- 200,,2.526826808,79.15065622,200,1000,Triton-vLLM,Llama-2-7b-chat-hf
601
- 500,,6.218089252,80.41055375,500,1000,Triton-vLLM,Llama-2-7b-chat-hf
602
- 100,,1.232130967,81.16020348,100,20,TGI,Llama-2-7b-chat-hf
603
- 200,,2.460612386,81.28057923,200,20,TGI,Llama-2-7b-chat-hf
604
- 500,,6.195521625,80.70345489,500,20,TGI,Llama-2-7b-chat-hf
605
- 100,,1.245588985,80.28330469,100,100,TGI,Llama-2-7b-chat-hf
606
- 200,,2.497723581,80.0729118,200,100,TGI,Llama-2-7b-chat-hf
607
- 500,,6.281147968,79.60328312,500,100,TGI,Llama-2-7b-chat-hf
608
- 100,,1.256554184,79.58272017,100,200,TGI,Llama-2-7b-chat-hf
609
- 200,,2.50803542,79.74369038,200,200,TGI,Llama-2-7b-chat-hf
610
- 500,,6.330564561,78.9818973,500,200,TGI,Llama-2-7b-chat-hf
611
- 100,,1.324024527,75.52730177,100,500,TGI,Llama-2-7b-chat-hf
612
- 200,,2.603110115,76.83117162,200,500,TGI,Llama-2-7b-chat-hf
613
- 500,,6.463717957,77.35486036,500,500,TGI,Llama-2-7b-chat-hf
614
- 100,,4.841451053,20.65496458,100,1000,TGI,Llama-2-7b-chat-hf
615
- 200,,2.64913047,75.49647036,200,1000,TGI,Llama-2-7b-chat-hf
616
- 500,,6.520227471,76.68444118,500,1000,TGI,Llama-2-7b-chat-hf
617
- 101,,1.098359042,91.95535898,100,20,TensorRT-LLM,Llama-2-7b-chat-hf
618
- 201,,2.180498174,92.1807697,200,20,TensorRT-LLM,Llama-2-7b-chat-hf
619
- 501,,5.475694402,91.49524484,500,20,TensorRT-LLM,Llama-2-7b-chat-hf
620
- 101,,1.129064328,89.45460192,100,100,TensorRT-LLM,Llama-2-7b-chat-hf
621
- 201,,2.197142614,91.48245486,200,100,TensorRT-LLM,Llama-2-7b-chat-hf
622
- 501,,5.510264573,90.92122408,500,100,TensorRT-LLM,Llama-2-7b-chat-hf
623
- 101,,1.108599415,91.10594741,100,200,TensorRT-LLM,Llama-2-7b-chat-hf
624
- 201,,2.204759788,91.16639422,200,200,TensorRT-LLM,Llama-2-7b-chat-hf
625
- 501,,5.557666762,90.14574307,500,200,TensorRT-LLM,Llama-2-7b-chat-hf
626
- 101,,1.152615246,87.62681246,100,500,TensorRT-LLM,Llama-2-7b-chat-hf
627
- 201,,2.266476155,88.68392441,200,500,TensorRT-LLM,Llama-2-7b-chat-hf
628
- 501,,5.64517559,88.74834662,500,500,TensorRT-LLM,Llama-2-7b-chat-hf
629
- 101,,1.21062511,83.42797383,100,1000,TensorRT-LLM,Llama-2-7b-chat-hf
630
- 201,,2.373776706,84.6751927,200,1000,TensorRT-LLM,Llama-2-7b-chat-hf
631
- 501,,5.78030844,86.6735755,500,1000,TensorRT-LLM,Llama-2-7b-chat-hf
632
- 100,,1.2291667,81.35593,100,20,DeepSpeed-MII,Llama-2-7b-chat-hf
633
- 200,,2.423375719,82.52950561,200,20,DeepSpeed-MII,Llama-2-7b-chat-hf
634
- 500,,6.180615945,80.89808596,500,20,DeepSpeed-MII,Llama-2-7b-chat-hf
635
- 100,,1.289620357,77.54220027,100,100,DeepSpeed-MII,Llama-2-7b-chat-hf
636
- 200,,2.473582636,80.85438388,200,100,DeepSpeed-MII,Llama-2-7b-chat-hf
637
- 500,,6.275878146,79.67012558,500,100,DeepSpeed-MII,Llama-2-7b-chat-hf
638
- 100,,1.252293163,79.85350632,100,200,DeepSpeed-MII,Llama-2-7b-chat-hf
639
- 200,,2.500989105,79.96836116,200,200,DeepSpeed-MII,Llama-2-7b-chat-hf
640
- 500,,6.32520613,79.04880722,500,200,DeepSpeed-MII,Llama-2-7b-chat-hf
641
- 100,,1.326280389,75.39883785,100,500,DeepSpeed-MII,Llama-2-7b-chat-hf
642
- 200,,2.614774443,76.48843308,200,500,DeepSpeed-MII,Llama-2-7b-chat-hf
643
- 500,,6.546805824,76.37312201,500,500,DeepSpeed-MII,Llama-2-7b-chat-hf
644
- 100,,1.411959196,70.82357641,100,1000,DeepSpeed-MII,Llama-2-7b-chat-hf
645
- 200,,2.762124522,72.40803172,200,1000,DeepSpeed-MII,Llama-2-7b-chat-hf
646
- 500,,6.835360543,73.14903096,500,1000,DeepSpeed-MII,Llama-2-7b-chat-hf
647
- 100,,1.199860397,83.34302911,100,20,CTranslate2,Llama-2-7b-chat-hf
648
- 198,,2.372548709,83.45455638,200,20,CTranslate2,Llama-2-7b-chat-hf
649
- 500,,6.081412012,82.21774795,500,20,CTranslate2,Llama-2-7b-chat-hf
650
- 100,,1.22043004,81.93833053,100,100,CTranslate2,Llama-2-7b-chat-hf
651
- 200,,2.457486377,81.38397098,200,100,CTranslate2,Llama-2-7b-chat-hf
652
- 500,,6.168808466,81.05292987,500,100,CTranslate2,Llama-2-7b-chat-hf
653
- 100,,1.236781535,80.85502344,100,200,CTranslate2,Llama-2-7b-chat-hf
654
- 200,,2.462274512,81.22571185,200,200,CTranslate2,Llama-2-7b-chat-hf
655
- 500,,6.260267536,79.86879109,500,200,CTranslate2,Llama-2-7b-chat-hf
656
- 100,,1.339871769,74.63400776,100,500,CTranslate2,Llama-2-7b-chat-hf
657
- 200,,2.631803334,75.99352027,200,500,CTranslate2,Llama-2-7b-chat-hf
658
- 500,,6.90008124,72.46291494,500,500,CTranslate2,Llama-2-7b-chat-hf
659
- 100,,1.502882328,66.53880889,100,1000,CTranslate2,Llama-2-7b-chat-hf
660
- 200,,2.877868933,69.49586818,200,1000,CTranslate2,Llama-2-7b-chat-hf
661
- 500,,7.130587512,70.12044928,500,1000,CTranslate2,Llama-2-7b-chat-hf
662
- 75,,1.155623094,64.90005296,100,20,vLLM,gemma-7b-it
663
- 196,,3.091467885,63.4003028,200,20,vLLM,gemma-7b-it
664
- 297,,4.820784696,61.60822744,500,20,vLLM,gemma-7b-it
665
- 101,,1.626450232,62.09842638,100,100,vLLM,gemma-7b-it
666
- 201,,3.306180723,60.79522471,200,100,vLLM,gemma-7b-it
667
- 497,,8.707925942,57.07444038,500,100,vLLM,gemma-7b-it
668
- 101,,1.68780137,59.84116484,100,200,vLLM,gemma-7b-it
669
- 201,,3.431217678,58.57978679,200,200,vLLM,gemma-7b-it
670
- 425,,7.552749221,56.27090051,500,200,vLLM,gemma-7b-it
671
- 101,,1.93063765,52.31432216,100,500,vLLM,gemma-7b-it
672
- 201,,3.739286955,53.75356383,200,500,vLLM,gemma-7b-it
673
- 501,,9.282802805,53.97076837,500,500,vLLM,gemma-7b-it
674
- 101,,1.941724633,52.01561451,100,1000,vLLM,gemma-7b-it
675
- 201,,3.777633763,53.20791072,200,1000,vLLM,gemma-7b-it
676
- 329,,6.15700808,53.43504438,500,1000,vLLM,gemma-7b-it
677
- 101,,2.358007329,42.83277611,100,5000,vLLM,gemma-7b-it
678
- 201,,4.236165675,47.44856916,200,5000,vLLM,gemma-7b-it
679
- 501,,9.907830362,50.5660656,500,5000,vLLM,gemma-7b-it
680
- 71,,1.153406396,61.55679407,100,20,Triton-vLLM,gemma-7b-it
681
- 188,,3.092612487,60.7900281,200,20,Triton-vLLM,gemma-7b-it
682
- 277,,4.630590779,59.81958096,500,20,Triton-vLLM,gemma-7b-it
683
- 100,,1.684267126,59.37300471,100,100,Triton-vLLM,gemma-7b-it
684
- 200,,3.425418943,58.38701873,200,100,Triton-vLLM,gemma-7b-it
685
- 486,,8.825227034,55.0694048,500,100,Triton-vLLM,gemma-7b-it
686
- 100,,1.751712423,57.08699595,100,200,Triton-vLLM,gemma-7b-it
687
- 200,,3.563864836,56.11885108,200,200,Triton-vLLM,gemma-7b-it
688
- 500,,9.270649749,53.93365228,500,200,Triton-vLLM,gemma-7b-it
689
- 100,,1.960977428,50.99497759,100,500,Triton-vLLM,gemma-7b-it
690
- 200,,3.86649876,51.7263841,200,500,Triton-vLLM,gemma-7b-it
691
- 455,,8.765729208,51.9066913,500,500,Triton-vLLM,gemma-7b-it
692
- 100,,1.991567987,50.21169282,100,1000,Triton-vLLM,gemma-7b-it
693
- 200,,3.895497575,51.34132319,200,1000,Triton-vLLM,gemma-7b-it
694
- 500,,9.628720096,51.9279816,500,1000,Triton-vLLM,gemma-7b-it
695
- 100,,2.391502416,41.81471837,100,5000,Triton-vLLM,gemma-7b-it
696
- 200,,4.328253657,46.20801271,200,5000,Triton-vLLM,gemma-7b-it
697
- 500,,10.19990609,49.02005915,500,5000,Triton-vLLM,gemma-7b-it
698
- 78,,1.184206886,65.86686914,100,20,TGI,gemma-7b-it
699
- 159,,2.423094326,65.61857634,200,20,TGI,gemma-7b-it
700
- 285,,4.409081445,64.63931401,500,20,TGI,gemma-7b-it
701
- 100,,1.560805538,64.06948051,100,100,TGI,gemma-7b-it
702
- 200,,3.166966031,63.1519246,200,100,TGI,gemma-7b-it
703
- 500,,8.288150723,60.32708824,500,100,TGI,gemma-7b-it
704
- 100,,1.595401885,62.68013153,100,200,TGI,gemma-7b-it
705
- 200,,3.242044933,61.68945963,200,200,TGI,gemma-7b-it
706
- 428,,7.193338033,59.49949773,500,200,TGI,gemma-7b-it
707
- 100,,1.857625225,53.83217166,100,500,TGI,gemma-7b-it
708
- 200,,3.673209378,54.44829832,200,500,TGI,gemma-7b-it
709
- 449,,8.214989774,54.6561849,500,500,TGI,gemma-7b-it
710
- 100,,1.894072748,52.79628256,100,1000,TGI,gemma-7b-it
711
- 200,,3.712730618,53.86870758,200,1000,TGI,gemma-7b-it
712
- 447,,8.220000494,54.37955878,500,1000,TGI,gemma-7b-it
713
- 100,,2.233785674,44.76705226,100,5000,TGI,gemma-7b-it
714
- 200,,4.084307544,48.96790897,200,5000,TGI,gemma-7b-it
715
- 500,,9.65321939,51.79619149,500,5000,TGI,gemma-7b-it
716
- 98,,1.676466017,58.45629974,100,20,TensorRT-LLM,gemma-7b-it
717
- 197,,3.340793312,58.96802993,200,20,TensorRT-LLM,gemma-7b-it
718
- 493,,8.445461001,58.37455172,500,20,TensorRT-LLM,gemma-7b-it
719
- 101,,1.686134963,59.90030586,100,100,TensorRT-LLM,gemma-7b-it
720
- 201,,3.367278566,59.69212112,200,100,TensorRT-LLM,gemma-7b-it
721
- 501,,8.494139355,58.98184372,500,100,TensorRT-LLM,gemma-7b-it
722
- 100,,1.695448877,58.98143044,100,200,TensorRT-LLM,gemma-7b-it
723
- 201,,3.383020379,59.41436275,200,200,TensorRT-LLM,gemma-7b-it
724
- 464,,8.522835476,54.44197548,500,200,TensorRT-LLM,gemma-7b-it
725
- 101,,1.768579007,57.10799438,100,500,TensorRT-LLM,gemma-7b-it
726
- 201,,3.487503921,57.6343438,200,500,TensorRT-LLM,gemma-7b-it
727
- 497,,8.736467091,56.88798399,500,500,TensorRT-LLM,gemma-7b-it
728
- 101,,1.83250005,55.1159603,100,1000,TensorRT-LLM,gemma-7b-it
729
- 201,,3.591102521,55.97166854,200,1000,TensorRT-LLM,gemma-7b-it
730
- 480,,8.939710393,53.69301453,500,1000,TensorRT-LLM,gemma-7b-it
731
- 101,,2.505291427,40.31467114,100,5000,TensorRT-LLM,gemma-7b-it
732
- 201,,4.599489687,43.7005002,200,5000,TensorRT-LLM,gemma-7b-it
733
- 501,,10.97373493,45.65446526,500,5000,TensorRT-LLM,gemma-7b-it
734
- 68,,1.703718886,39.9126878,100,20,CTranslate2,gemma-7b-it
735
- 187,,4.577769847,40.84958533,200,20,CTranslate2,gemma-7b-it
736
- 362,,8.879076035,40.77000789,500,20,CTranslate2,gemma-7b-it
737
- 100,,2.592689018,38.56999405,100,100,CTranslate2,gemma-7b-it
738
- 200,,5.028537927,39.77299225,200,100,CTranslate2,gemma-7b-it
739
- 500,,12.4854658,40.04656359,500,100,CTranslate2,gemma-7b-it
740
- 100,,2.682670736,37.2762854,100,200,CTranslate2,gemma-7b-it
741
- 200,,5.161895731,38.74545524,200,200,CTranslate2,gemma-7b-it
742
- 415,,10.46480889,39.65672039,500,200,CTranslate2,gemma-7b-it
743
- 100,,3.155824701,31.68743814,100,500,CTranslate2,gemma-7b-it
744
- 200,,5.656236284,35.35920177,200,500,CTranslate2,gemma-7b-it
745
- 485,,13.02599104,37.23325146,500,500,CTranslate2,gemma-7b-it
746
- 100,,3.611803156,27.68700167,100,1000,CTranslate2,gemma-7b-it
747
- 200,,6.250046191,31.9997635,200,1000,CTranslate2,gemma-7b-it
748
- 403,,11.61697286,34.69062077,500,1000,CTranslate2,gemma-7b-it
749
- 100,,7.88796727,12.67753739,100,5000,CTranslate2,gemma-7b-it
750
- 200,,11.13107044,17.96772386,200,5000,CTranslate2,gemma-7b-it
751
- 500,,20.97523304,23.83763742,500,5000,CTranslate2,gemma-7b-it
752
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1030
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