pythia-12B-dedup-1000 / trainer_state.json
theblackcat102's picture
upload small file first
40feaac
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.22919483853223627,
"global_step": 1000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 1.4084967333570947e-06,
"loss": 2.2507,
"step": 10
},
{
"epoch": 0.0,
"learning_rate": 2.0507482022971233e-06,
"loss": 1.9542,
"step": 20
},
{
"epoch": 0.01,
"learning_rate": 2.385606273598312e-06,
"loss": 1.8446,
"step": 30
},
{
"epoch": 0.01,
"learning_rate": 2.6136695401116585e-06,
"loss": 1.831,
"step": 40
},
{
"epoch": 0.01,
"learning_rate": 2.7868297632261957e-06,
"loss": 1.8121,
"step": 50
},
{
"epoch": 0.01,
"learning_rate": 2.926458092787486e-06,
"loss": 1.7884,
"step": 60
},
{
"epoch": 0.02,
"learning_rate": 3.0434580045013773e-06,
"loss": 1.755,
"step": 70
},
{
"epoch": 0.02,
"learning_rate": 3.1441512086208035e-06,
"loss": 1.7662,
"step": 80
},
{
"epoch": 0.02,
"learning_rate": 3.232532087697698e-06,
"loss": 1.7246,
"step": 90
},
{
"epoch": 0.02,
"learning_rate": 3.3112862237770753e-06,
"loss": 1.7563,
"step": 100
},
{
"epoch": 0.03,
"learning_rate": 3.3823062961420163e-06,
"loss": 1.7531,
"step": 110
},
{
"epoch": 0.03,
"learning_rate": 3.446976436243603e-06,
"loss": 1.7334,
"step": 120
},
{
"epoch": 0.03,
"learning_rate": 3.506339534926595e-06,
"loss": 1.7231,
"step": 130
},
{
"epoch": 0.03,
"learning_rate": 3.5612009452606784e-06,
"loss": 1.7151,
"step": 140
},
{
"epoch": 0.03,
"learning_rate": 3.612195557913627e-06,
"loss": 1.7218,
"step": 150
},
{
"epoch": 0.04,
"learning_rate": 3.65983275401539e-06,
"loss": 1.7144,
"step": 160
},
{
"epoch": 0.04,
"learning_rate": 3.7045274519126395e-06,
"loss": 1.7195,
"step": 170
},
{
"epoch": 0.04,
"learning_rate": 3.7466221106030114e-06,
"loss": 1.6989,
"step": 180
},
{
"epoch": 0.04,
"learning_rate": 3.786402677560832e-06,
"loss": 1.7034,
"step": 190
},
{
"epoch": 0.05,
"learning_rate": 3.824110376935989e-06,
"loss": 1.7049,
"step": 200
},
{
"epoch": 0.05,
"learning_rate": 3.8599505757615295e-06,
"loss": 1.7457,
"step": 210
},
{
"epoch": 0.05,
"learning_rate": 3.894099556414216e-06,
"loss": 1.7092,
"step": 220
},
{
"epoch": 0.05,
"learning_rate": 3.9267097619885385e-06,
"loss": 1.7283,
"step": 230
},
{
"epoch": 0.05,
"learning_rate": 3.95791391001684e-06,
"loss": 1.6915,
"step": 240
},
{
"epoch": 0.06,
"learning_rate": 3.987828255432777e-06,
"loss": 1.6902,
"step": 250
},
{
"epoch": 0.06,
"learning_rate": 4.016555205552159e-06,
"loss": 1.7059,
"step": 260
},
{
"epoch": 0.06,
"learning_rate": 4.044185435607626e-06,
"loss": 1.7044,
"step": 270
},
{
"epoch": 0.06,
"learning_rate": 4.070799615107415e-06,
"loss": 1.6984,
"step": 280
},
{
"epoch": 0.07,
"learning_rate": 4.096469827889988e-06,
"loss": 1.7203,
"step": 290
},
{
"epoch": 0.07,
"learning_rate": 4.121260748862021e-06,
"loss": 1.7046,
"step": 300
},
{
"epoch": 0.07,
"learning_rate": 4.145230625795312e-06,
"loss": 1.6732,
"step": 310
},
{
"epoch": 0.07,
"learning_rate": 4.1684321036962525e-06,
"loss": 1.6948,
"step": 320
},
{
"epoch": 0.08,
"learning_rate": 4.190912921100477e-06,
"loss": 1.656,
"step": 330
},
{
"epoch": 0.08,
"learning_rate": 4.212716501452232e-06,
"loss": 1.6729,
"step": 340
},
{
"epoch": 0.08,
"learning_rate": 4.233882457984791e-06,
"loss": 1.7092,
"step": 350
},
{
"epoch": 0.08,
"learning_rate": 4.2544470268536555e-06,
"loss": 1.6883,
"step": 360
},
{
"epoch": 0.08,
"learning_rate": 4.27444344042015e-06,
"loss": 1.6877,
"step": 370
},
{
"epoch": 0.09,
"learning_rate": 4.293902250342989e-06,
"loss": 1.6774,
"step": 380
},
{
"epoch": 0.09,
"learning_rate": 4.312851608364853e-06,
"loss": 1.6957,
"step": 390
},
{
"epoch": 0.09,
"learning_rate": 4.3313175112718595e-06,
"loss": 1.6848,
"step": 400
},
{
"epoch": 0.09,
"learning_rate": 4.3493240153753665e-06,
"loss": 1.682,
"step": 410
},
{
"epoch": 0.1,
"learning_rate": 4.366893424956263e-06,
"loss": 1.6724,
"step": 420
},
{
"epoch": 0.1,
"learning_rate": 4.38404645837504e-06,
"loss": 1.7079,
"step": 430
},
{
"epoch": 0.1,
"learning_rate": 4.400802394950703e-06,
"loss": 1.6605,
"step": 440
},
{
"epoch": 0.1,
"learning_rate": 4.4171792052198945e-06,
"loss": 1.6822,
"step": 450
},
{
"epoch": 0.11,
"learning_rate": 4.433193666783084e-06,
"loss": 1.6731,
"step": 460
},
{
"epoch": 0.11,
"learning_rate": 4.448861467610187e-06,
"loss": 1.6648,
"step": 470
},
{
"epoch": 0.11,
"learning_rate": 4.4641972984001906e-06,
"loss": 1.6781,
"step": 480
},
{
"epoch": 0.11,
"learning_rate": 4.479214935357724e-06,
"loss": 1.6752,
"step": 490
},
{
"epoch": 0.11,
"learning_rate": 4.493927314555554e-06,
"loss": 1.6754,
"step": 500
},
{
"epoch": 0.11,
"eval_webgpt_accuracy": 0.5055517960817275,
"eval_webgpt_loss": 2.15625,
"eval_webgpt_runtime": 39.0916,
"eval_webgpt_samples_per_second": 100.175,
"eval_webgpt_steps_per_second": 1.253,
"step": 500
},
{
"epoch": 0.11,
"eval_prompt_dialogue_accuracy": 0.6254543673617606,
"eval_prompt_dialogue_loss": 1.357421875,
"eval_prompt_dialogue_runtime": 71.3081,
"eval_prompt_dialogue_samples_per_second": 144.57,
"eval_prompt_dialogue_steps_per_second": 1.809,
"step": 500
},
{
"epoch": 0.11,
"eval_adversarial_qa_accuracy": 0.8029728725380899,
"eval_adversarial_qa_loss": 0.70654296875,
"eval_adversarial_qa_runtime": 20.7874,
"eval_adversarial_qa_samples_per_second": 144.318,
"eval_adversarial_qa_steps_per_second": 1.828,
"step": 500
},
{
"epoch": 0.11,
"eval_xsum_accuracy": 0.632906181388279,
"eval_xsum_loss": 1.3935546875,
"eval_xsum_runtime": 122.5752,
"eval_xsum_samples_per_second": 92.449,
"eval_xsum_steps_per_second": 1.158,
"step": 500
},
{
"epoch": 0.11,
"eval_cnn_dailymail_accuracy": 0.7001129736496595,
"eval_cnn_dailymail_loss": NaN,
"eval_cnn_dailymail_runtime": 144.5118,
"eval_cnn_dailymail_samples_per_second": 92.505,
"eval_cnn_dailymail_steps_per_second": 1.163,
"step": 500
},
{
"epoch": 0.11,
"eval_multi_news_accuracy": 0.5801641857474902,
"eval_multi_news_loss": NaN,
"eval_multi_news_runtime": 62.7124,
"eval_multi_news_samples_per_second": 89.647,
"eval_multi_news_steps_per_second": 1.132,
"step": 500
},
{
"epoch": 0.11,
"eval_scitldr_accuracy": 0.4978125,
"eval_scitldr_loss": NaN,
"eval_scitldr_runtime": 8.0438,
"eval_scitldr_samples_per_second": 76.954,
"eval_scitldr_steps_per_second": 0.995,
"step": 500
},
{
"epoch": 0.11,
"eval_joke_accuracy": 0.5093821076573162,
"eval_joke_loss": 2.1171875,
"eval_joke_runtime": 0.9767,
"eval_joke_samples_per_second": 77.813,
"eval_joke_steps_per_second": 1.024,
"step": 500
},
{
"epoch": 0.11,
"eval_gsm8k_accuracy": 0.7808137739345274,
"eval_gsm8k_loss": 0.8134765625,
"eval_gsm8k_runtime": 9.4148,
"eval_gsm8k_samples_per_second": 140.099,
"eval_gsm8k_steps_per_second": 1.806,
"step": 500
},
{
"epoch": 0.11,
"eval_dive_mt_accuracy": 0.7367253212240054,
"eval_dive_mt_loss": 1.04296875,
"eval_dive_mt_runtime": 10.0465,
"eval_dive_mt_samples_per_second": 128.403,
"eval_dive_mt_steps_per_second": 1.692,
"step": 500
},
{
"epoch": 0.11,
"eval_math_qa_accuracy": 0.608876541257212,
"eval_math_qa_loss": 1.6689453125,
"eval_math_qa_runtime": 30.5447,
"eval_math_qa_samples_per_second": 146.507,
"eval_math_qa_steps_per_second": 1.833,
"step": 500
},
{
"epoch": 0.11,
"eval_essay_instruction_accuracy": 0.6053833226455565,
"eval_essay_instruction_loss": 1.8876953125,
"eval_essay_instruction_runtime": 8.3301,
"eval_essay_instruction_samples_per_second": 49.579,
"eval_essay_instruction_steps_per_second": 0.72,
"step": 500
},
{
"epoch": 0.11,
"eval_tldr_news_accuracy": 0.6061431123968348,
"eval_tldr_news_loss": 1.697265625,
"eval_tldr_news_runtime": 5.1098,
"eval_tldr_news_samples_per_second": 155.389,
"eval_tldr_news_steps_per_second": 1.957,
"step": 500
},
{
"epoch": 0.11,
"eval_reddit_eli5_accuracy": 0.46120351563185963,
"eval_reddit_eli5_loss": 2.423828125,
"eval_reddit_eli5_runtime": 107.5158,
"eval_reddit_eli5_samples_per_second": 91.261,
"eval_reddit_eli5_steps_per_second": 1.144,
"step": 500
},
{
"epoch": 0.11,
"eval_reddit_asks_accuracy": 0.4690436591507088,
"eval_reddit_asks_loss": 2.412109375,
"eval_reddit_asks_runtime": 32.2161,
"eval_reddit_asks_samples_per_second": 70.803,
"eval_reddit_asks_steps_per_second": 0.9,
"step": 500
},
{
"epoch": 0.11,
"eval_reddit_askh_accuracy": 0.466922516495131,
"eval_reddit_askh_loss": 2.513671875,
"eval_reddit_askh_runtime": 61.0062,
"eval_reddit_askh_samples_per_second": 80.336,
"eval_reddit_askh_steps_per_second": 1.016,
"step": 500
},
{
"epoch": 0.11,
"eval_wmt2019_zh-en_accuracy": 0.6711313468964325,
"eval_wmt2019_zh-en_loss": 1.44140625,
"eval_wmt2019_zh-en_runtime": 27.1705,
"eval_wmt2019_zh-en_samples_per_second": 146.519,
"eval_wmt2019_zh-en_steps_per_second": 1.84,
"step": 500
},
{
"epoch": 0.11,
"eval_wmt2019_fr-de_accuracy": 0.751335577309082,
"eval_wmt2019_fr-de_loss": 0.9892578125,
"eval_wmt2019_fr-de_runtime": 9.8591,
"eval_wmt2019_fr-de_samples_per_second": 153.361,
"eval_wmt2019_fr-de_steps_per_second": 1.927,
"step": 500
},
{
"epoch": 0.11,
"eval_wmt2019_ru-en_accuracy": 0.7610682787220373,
"eval_wmt2019_ru-en_loss": 0.92138671875,
"eval_wmt2019_ru-en_runtime": 21.983,
"eval_wmt2019_ru-en_samples_per_second": 136.469,
"eval_wmt2019_ru-en_steps_per_second": 1.729,
"step": 500
},
{
"epoch": 0.11,
"eval_wmt2019_de-en_accuracy": 0.7658361423127319,
"eval_wmt2019_de-en_loss": 0.92041015625,
"eval_wmt2019_de-en_runtime": 17.0498,
"eval_wmt2019_de-en_samples_per_second": 175.838,
"eval_wmt2019_de-en_steps_per_second": 2.229,
"step": 500
},
{
"epoch": 0.11,
"eval_ted_trans_de-ja_accuracy": 0.6635957565605807,
"eval_ted_trans_de-ja_loss": 1.4384765625,
"eval_ted_trans_de-ja_runtime": 7.9688,
"eval_ted_trans_de-ja_samples_per_second": 90.101,
"eval_ted_trans_de-ja_steps_per_second": 1.129,
"step": 500
},
{
"epoch": 0.11,
"eval_ted_trans_en-ja_accuracy": 0.6737063575554276,
"eval_ted_trans_en-ja_loss": 1.3544921875,
"eval_ted_trans_en-ja_runtime": 9.6629,
"eval_ted_trans_en-ja_samples_per_second": 82.894,
"eval_ted_trans_en-ja_steps_per_second": 1.138,
"step": 500
},
{
"epoch": 0.11,
"eval_ted_trans_en-hi_accuracy": 0.6986381322957198,
"eval_ted_trans_en-hi_loss": 1.1357421875,
"eval_ted_trans_en-hi_runtime": 2.3375,
"eval_ted_trans_en-hi_samples_per_second": 44.064,
"eval_ted_trans_en-hi_steps_per_second": 0.856,
"step": 500
},
{
"epoch": 0.11,
"eval_ted_trans_en-es_accuracy": 0.7880831502109065,
"eval_ted_trans_en-es_loss": 0.87353515625,
"eval_ted_trans_en-es_runtime": 8.2834,
"eval_ted_trans_en-es_samples_per_second": 99.718,
"eval_ted_trans_en-es_steps_per_second": 1.328,
"step": 500
},
{
"epoch": 0.11,
"eval_private_tuning_accuracy": 0.6889973407198902,
"eval_private_tuning_loss": 1.130859375,
"eval_private_tuning_runtime": 142.1785,
"eval_private_tuning_samples_per_second": 148.954,
"eval_private_tuning_steps_per_second": 1.864,
"step": 500
},
{
"epoch": 0.11,
"eval_samsum_accuracy": 0.6474302924317498,
"eval_samsum_loss": 1.27734375,
"eval_samsum_runtime": 12.2877,
"eval_samsum_samples_per_second": 66.571,
"eval_samsum_steps_per_second": 0.895,
"step": 500
},
{
"epoch": 0.11,
"eval_prosocial_dialogue_accuracy": 0.5408795463448586,
"eval_prosocial_dialogue_loss": 1.7060546875,
"eval_prosocial_dialogue_runtime": 48.1618,
"eval_prosocial_dialogue_samples_per_second": 560.257,
"eval_prosocial_dialogue_steps_per_second": 7.018,
"step": 500
},
{
"epoch": 0.11,
"eval_oa_translated_accuracy": 0.719222779150248,
"eval_oa_translated_loss": 1.1240234375,
"eval_oa_translated_runtime": 59.7453,
"eval_oa_translated_samples_per_second": 86.484,
"eval_oa_translated_steps_per_second": 1.088,
"step": 500
},
{
"epoch": 0.11,
"eval_wikihow_accuracy": 0.622957980862571,
"eval_wikihow_loss": 1.7578125,
"eval_wikihow_runtime": 15.5342,
"eval_wikihow_samples_per_second": 147.61,
"eval_wikihow_steps_per_second": 1.867,
"step": 500
},
{
"epoch": 0.11,
"eval_explain_prosocial_accuracy": 0.6863205647867285,
"eval_explain_prosocial_loss": 1.310546875,
"eval_explain_prosocial_runtime": 111.3962,
"eval_explain_prosocial_samples_per_second": 549.821,
"eval_explain_prosocial_steps_per_second": 6.876,
"step": 500
},
{
"epoch": 0.12,
"learning_rate": 4.5083465988888945e-06,
"loss": 1.6702,
"step": 510
},
{
"epoch": 0.12,
"learning_rate": 4.5224842384899045e-06,
"loss": 1.6841,
"step": 520
},
{
"epoch": 0.12,
"learning_rate": 4.5363510253542444e-06,
"loss": 1.6574,
"step": 530
},
{
"epoch": 0.12,
"learning_rate": 4.549957142832593e-06,
"loss": 1.673,
"step": 540
},
{
"epoch": 0.13,
"learning_rate": 4.563312210555719e-06,
"loss": 1.6541,
"step": 550
},
{
"epoch": 0.13,
"learning_rate": 4.576425325289549e-06,
"loss": 1.6516,
"step": 560
},
{
"epoch": 0.13,
"learning_rate": 4.589305098154845e-06,
"loss": 1.6717,
"step": 570
},
{
"epoch": 0.13,
"learning_rate": 4.601959688592886e-06,
"loss": 1.6191,
"step": 580
},
{
"epoch": 0.14,
"learning_rate": 4.614396835412691e-06,
"loss": 1.6685,
"step": 590
},
{
"epoch": 0.14,
"learning_rate": 4.626623885215616e-06,
"loss": 1.6424,
"step": 600
},
{
"epoch": 0.14,
"learning_rate": 4.638647818458763e-06,
"loss": 1.6391,
"step": 610
},
{
"epoch": 0.14,
"learning_rate": 4.650475273388737e-06,
"loss": 1.6604,
"step": 620
},
{
"epoch": 0.14,
"learning_rate": 4.662112568051194e-06,
"loss": 1.6693,
"step": 630
},
{
"epoch": 0.15,
"learning_rate": 4.673565720558918e-06,
"loss": 1.6437,
"step": 640
},
{
"epoch": 0.15,
"learning_rate": 4.6848404677811685e-06,
"loss": 1.6688,
"step": 650
},
{
"epoch": 0.15,
"learning_rate": 4.695942282599635e-06,
"loss": 1.6521,
"step": 660
},
{
"epoch": 0.15,
"learning_rate": 4.706876389860915e-06,
"loss": 1.6568,
"step": 670
},
{
"epoch": 0.16,
"learning_rate": 4.717647781141908e-06,
"loss": 1.6462,
"step": 680
},
{
"epoch": 0.16,
"learning_rate": 4.7282612284325845e-06,
"loss": 1.6463,
"step": 690
},
{
"epoch": 0.16,
"learning_rate": 4.738721296830016e-06,
"loss": 1.6495,
"step": 700
},
{
"epoch": 0.16,
"learning_rate": 4.749032356328167e-06,
"loss": 1.6536,
"step": 710
},
{
"epoch": 0.17,
"learning_rate": 4.759198592779668e-06,
"loss": 1.6366,
"step": 720
},
{
"epoch": 0.17,
"learning_rate": 4.769224018098397e-06,
"loss": 1.6626,
"step": 730
},
{
"epoch": 0.17,
"learning_rate": 4.7791124797650865e-06,
"loss": 1.616,
"step": 740
},
{
"epoch": 0.17,
"learning_rate": 4.788867669692332e-06,
"loss": 1.6401,
"step": 750
},
{
"epoch": 0.17,
"eval_webgpt_accuracy": 0.5064634455053698,
"eval_webgpt_loss": 2.14453125,
"eval_webgpt_runtime": 38.6915,
"eval_webgpt_samples_per_second": 101.211,
"eval_webgpt_steps_per_second": 1.266,
"step": 750
},
{
"epoch": 0.17,
"eval_prompt_dialogue_accuracy": 0.6281575769303819,
"eval_prompt_dialogue_loss": 1.3408203125,
"eval_prompt_dialogue_runtime": 73.877,
"eval_prompt_dialogue_samples_per_second": 139.543,
"eval_prompt_dialogue_steps_per_second": 1.746,
"step": 750
},
{
"epoch": 0.17,
"eval_adversarial_qa_accuracy": 0.8144184318097362,
"eval_adversarial_qa_loss": 0.67626953125,
"eval_adversarial_qa_runtime": 20.0332,
"eval_adversarial_qa_samples_per_second": 149.751,
"eval_adversarial_qa_steps_per_second": 1.897,
"step": 750
},
{
"epoch": 0.17,
"eval_xsum_accuracy": 0.6340356358723188,
"eval_xsum_loss": 1.3828125,
"eval_xsum_runtime": 121.341,
"eval_xsum_samples_per_second": 93.39,
"eval_xsum_steps_per_second": 1.17,
"step": 750
},
{
"epoch": 0.17,
"eval_cnn_dailymail_accuracy": 0.7028426612927849,
"eval_cnn_dailymail_loss": NaN,
"eval_cnn_dailymail_runtime": 144.2535,
"eval_cnn_dailymail_samples_per_second": 92.67,
"eval_cnn_dailymail_steps_per_second": 1.165,
"step": 750
},
{
"epoch": 0.17,
"eval_multi_news_accuracy": 0.5819939666683152,
"eval_multi_news_loss": NaN,
"eval_multi_news_runtime": 61.526,
"eval_multi_news_samples_per_second": 91.376,
"eval_multi_news_steps_per_second": 1.154,
"step": 750
},
{
"epoch": 0.17,
"eval_scitldr_accuracy": 0.491875,
"eval_scitldr_loss": NaN,
"eval_scitldr_runtime": 8.1765,
"eval_scitldr_samples_per_second": 75.704,
"eval_scitldr_steps_per_second": 0.978,
"step": 750
},
{
"epoch": 0.17,
"eval_joke_accuracy": 0.5185746777862017,
"eval_joke_loss": 2.07421875,
"eval_joke_runtime": 0.7033,
"eval_joke_samples_per_second": 108.069,
"eval_joke_steps_per_second": 1.422,
"step": 750
},
{
"epoch": 0.17,
"eval_gsm8k_accuracy": 0.7870444718962323,
"eval_gsm8k_loss": 0.78466796875,
"eval_gsm8k_runtime": 10.9372,
"eval_gsm8k_samples_per_second": 120.597,
"eval_gsm8k_steps_per_second": 1.554,
"step": 750
},
{
"epoch": 0.17,
"eval_math_qa_accuracy": 0.619624940687815,
"eval_math_qa_loss": 1.6083984375,
"eval_math_qa_runtime": 31.4027,
"eval_math_qa_samples_per_second": 142.504,
"eval_math_qa_steps_per_second": 1.783,
"step": 750
},
{
"epoch": 0.17,
"eval_essay_instruction_accuracy": 0.6070694115826017,
"eval_essay_instruction_loss": 1.8740234375,
"eval_essay_instruction_runtime": 8.0521,
"eval_essay_instruction_samples_per_second": 51.291,
"eval_essay_instruction_steps_per_second": 0.745,
"step": 750
},
{
"epoch": 0.17,
"eval_tldr_news_accuracy": 0.615757678890496,
"eval_tldr_news_loss": 1.66015625,
"eval_tldr_news_runtime": 4.1264,
"eval_tldr_news_samples_per_second": 192.418,
"eval_tldr_news_steps_per_second": 2.423,
"step": 750
},
{
"epoch": 0.17,
"eval_reddit_eli5_accuracy": 0.461742772350252,
"eval_reddit_eli5_loss": 2.421875,
"eval_reddit_eli5_runtime": 108.3649,
"eval_reddit_eli5_samples_per_second": 90.546,
"eval_reddit_eli5_steps_per_second": 1.135,
"step": 750
},
{
"epoch": 0.17,
"eval_reddit_asks_accuracy": 0.4700219866226591,
"eval_reddit_asks_loss": 2.41015625,
"eval_reddit_asks_runtime": 31.416,
"eval_reddit_asks_samples_per_second": 72.606,
"eval_reddit_asks_steps_per_second": 0.923,
"step": 750
},
{
"epoch": 0.17,
"eval_reddit_askh_accuracy": 0.46774579304106356,
"eval_reddit_askh_loss": 2.5078125,
"eval_reddit_askh_runtime": 61.093,
"eval_reddit_askh_samples_per_second": 80.222,
"eval_reddit_askh_steps_per_second": 1.015,
"step": 750
},
{
"epoch": 0.17,
"eval_wmt2019_zh-en_accuracy": 0.6671902987021268,
"eval_wmt2019_zh-en_loss": 1.4541015625,
"eval_wmt2019_zh-en_runtime": 27.3556,
"eval_wmt2019_zh-en_samples_per_second": 145.528,
"eval_wmt2019_zh-en_steps_per_second": 1.828,
"step": 750
},
{
"epoch": 0.17,
"eval_wmt2019_fr-de_accuracy": 0.7487164373574896,
"eval_wmt2019_fr-de_loss": 0.9892578125,
"eval_wmt2019_fr-de_runtime": 11.3417,
"eval_wmt2019_fr-de_samples_per_second": 133.314,
"eval_wmt2019_fr-de_steps_per_second": 1.675,
"step": 750
},
{
"epoch": 0.17,
"eval_wmt2019_ru-en_accuracy": 0.7546621422248451,
"eval_wmt2019_ru-en_loss": 0.94970703125,
"eval_wmt2019_ru-en_runtime": 22.6465,
"eval_wmt2019_ru-en_samples_per_second": 132.471,
"eval_wmt2019_ru-en_steps_per_second": 1.678,
"step": 750
},
{
"epoch": 0.17,
"eval_wmt2019_de-en_accuracy": 0.7651105551969012,
"eval_wmt2019_de-en_loss": 0.92236328125,
"eval_wmt2019_de-en_runtime": 16.3647,
"eval_wmt2019_de-en_samples_per_second": 183.199,
"eval_wmt2019_de-en_steps_per_second": 2.322,
"step": 750
},
{
"epoch": 0.17,
"eval_ted_trans_de-ja_accuracy": 0.6670448957978744,
"eval_ted_trans_de-ja_loss": 1.4306640625,
"eval_ted_trans_de-ja_runtime": 8.4143,
"eval_ted_trans_de-ja_samples_per_second": 85.331,
"eval_ted_trans_de-ja_steps_per_second": 1.07,
"step": 750
},
{
"epoch": 0.17,
"eval_ted_trans_en-ja_accuracy": 0.6718075628588398,
"eval_ted_trans_en-ja_loss": 1.33203125,
"eval_ted_trans_en-ja_runtime": 10.3712,
"eval_ted_trans_en-ja_samples_per_second": 77.233,
"eval_ted_trans_en-ja_steps_per_second": 1.061,
"step": 750
},
{
"epoch": 0.17,
"eval_ted_trans_en-hi_accuracy": 0.6781445982723938,
"eval_ted_trans_en-hi_loss": 1.2021484375,
"eval_ted_trans_en-hi_runtime": 1.747,
"eval_ted_trans_en-hi_samples_per_second": 58.959,
"eval_ted_trans_en-hi_steps_per_second": 1.145,
"step": 750
},
{
"epoch": 0.17,
"eval_ted_trans_en-es_accuracy": 0.787559638615369,
"eval_ted_trans_en-es_loss": 0.88525390625,
"eval_ted_trans_en-es_runtime": 9.0268,
"eval_ted_trans_en-es_samples_per_second": 91.505,
"eval_ted_trans_en-es_steps_per_second": 1.219,
"step": 750
},
{
"epoch": 0.17,
"eval_private_tuning_accuracy": 0.693209861771278,
"eval_private_tuning_loss": 1.1103515625,
"eval_private_tuning_runtime": 144.1209,
"eval_private_tuning_samples_per_second": 146.946,
"eval_private_tuning_steps_per_second": 1.839,
"step": 750
},
{
"epoch": 0.17,
"eval_samsum_accuracy": 0.6467502185951618,
"eval_samsum_loss": 1.259765625,
"eval_samsum_runtime": 9.1622,
"eval_samsum_samples_per_second": 89.28,
"eval_samsum_steps_per_second": 1.201,
"step": 750
},
{
"epoch": 0.17,
"eval_prosocial_dialogue_accuracy": 0.5496461048716204,
"eval_prosocial_dialogue_loss": 1.6904296875,
"eval_prosocial_dialogue_runtime": 49.4898,
"eval_prosocial_dialogue_samples_per_second": 545.224,
"eval_prosocial_dialogue_steps_per_second": 6.83,
"step": 750
},
{
"epoch": 0.17,
"eval_oa_translated_accuracy": 0.7254537658996713,
"eval_oa_translated_loss": 1.0947265625,
"eval_oa_translated_runtime": 57.4991,
"eval_oa_translated_samples_per_second": 89.862,
"eval_oa_translated_steps_per_second": 1.13,
"step": 750
},
{
"epoch": 0.17,
"eval_wikihow_accuracy": 0.6223200665649702,
"eval_wikihow_loss": 1.744140625,
"eval_wikihow_runtime": 16.9927,
"eval_wikihow_samples_per_second": 134.94,
"eval_wikihow_steps_per_second": 1.707,
"step": 750
},
{
"epoch": 0.17,
"eval_explain_prosocial_accuracy": 0.6895944881927522,
"eval_explain_prosocial_loss": 1.2900390625,
"eval_explain_prosocial_runtime": 109.8962,
"eval_explain_prosocial_samples_per_second": 557.326,
"eval_explain_prosocial_steps_per_second": 6.97,
"step": 750
},
{
"epoch": 0.17,
"learning_rate": 4.798493132500121e-06,
"loss": 1.6331,
"step": 760
},
{
"epoch": 0.18,
"learning_rate": 4.8079922732483016e-06,
"loss": 1.6242,
"step": 770
},
{
"epoch": 0.18,
"learning_rate": 4.817368364668191e-06,
"loss": 1.6471,
"step": 780
},
{
"epoch": 0.18,
"learning_rate": 4.8266245539317745e-06,
"loss": 1.6592,
"step": 790
},
{
"epoch": 0.18,
"learning_rate": 4.835763868993521e-06,
"loss": 1.6586,
"step": 800
},
{
"epoch": 0.19,
"learning_rate": 4.844789224536785e-06,
"loss": 1.6354,
"step": 810
},
{
"epoch": 0.19,
"learning_rate": 4.853703427554027e-06,
"loss": 1.6602,
"step": 820
},
{
"epoch": 0.19,
"learning_rate": 4.862509182587578e-06,
"loss": 1.652,
"step": 830
},
{
"epoch": 0.19,
"learning_rate": 4.871209096655434e-06,
"loss": 1.6451,
"step": 840
},
{
"epoch": 0.19,
"learning_rate": 4.879805683884512e-06,
"loss": 1.6404,
"step": 850
},
{
"epoch": 0.2,
"learning_rate": 4.888301369871998e-06,
"loss": 1.6411,
"step": 860
},
{
"epoch": 0.2,
"learning_rate": 4.8966984957936845e-06,
"loss": 1.6314,
"step": 870
},
{
"epoch": 0.2,
"learning_rate": 4.904999322276735e-06,
"loss": 1.6189,
"step": 880
},
{
"epoch": 0.2,
"learning_rate": 4.913206033052878e-06,
"loss": 1.6514,
"step": 890
},
{
"epoch": 0.21,
"learning_rate": 4.921320738406821e-06,
"loss": 1.6363,
"step": 900
},
{
"epoch": 0.21,
"learning_rate": 4.929345478433492e-06,
"loss": 1.6398,
"step": 910
},
{
"epoch": 0.21,
"learning_rate": 4.937282226116702e-06,
"loss": 1.6277,
"step": 920
},
{
"epoch": 0.21,
"learning_rate": 4.945132890240829e-06,
"loss": 1.6236,
"step": 930
},
{
"epoch": 0.22,
"learning_rate": 4.952899318146298e-06,
"loss": 1.6353,
"step": 940
},
{
"epoch": 0.22,
"learning_rate": 4.96058329833879e-06,
"loss": 1.6394,
"step": 950
},
{
"epoch": 0.22,
"learning_rate": 4.968186562961406e-06,
"loss": 1.6293,
"step": 960
},
{
"epoch": 0.22,
"learning_rate": 4.975710790138337e-06,
"loss": 1.6259,
"step": 970
},
{
"epoch": 0.22,
"learning_rate": 4.9831576061979556e-06,
"loss": 1.6124,
"step": 980
},
{
"epoch": 0.23,
"learning_rate": 4.990528587782728e-06,
"loss": 1.6569,
"step": 990
},
{
"epoch": 0.23,
"learning_rate": 4.99782526385276e-06,
"loss": 1.638,
"step": 1000
},
{
"epoch": 0.23,
"eval_webgpt_accuracy": 0.5073254588442403,
"eval_webgpt_loss": 2.140625,
"eval_webgpt_runtime": 38.7594,
"eval_webgpt_samples_per_second": 101.034,
"eval_webgpt_steps_per_second": 1.264,
"step": 1000
},
{
"epoch": 0.23,
"eval_prompt_dialogue_accuracy": 0.6310662447605156,
"eval_prompt_dialogue_loss": 1.3232421875,
"eval_prompt_dialogue_runtime": 75.506,
"eval_prompt_dialogue_samples_per_second": 136.532,
"eval_prompt_dialogue_steps_per_second": 1.708,
"step": 1000
},
{
"epoch": 0.23,
"eval_adversarial_qa_accuracy": 0.8161278335191379,
"eval_adversarial_qa_loss": 0.65185546875,
"eval_adversarial_qa_runtime": 17.8135,
"eval_adversarial_qa_samples_per_second": 168.411,
"eval_adversarial_qa_steps_per_second": 2.133,
"step": 1000
},
{
"epoch": 0.23,
"eval_xsum_accuracy": 0.6358828745144401,
"eval_xsum_loss": 1.3759765625,
"eval_xsum_runtime": 120.9036,
"eval_xsum_samples_per_second": 93.728,
"eval_xsum_steps_per_second": 1.174,
"step": 1000
},
{
"epoch": 0.23,
"eval_cnn_dailymail_accuracy": 0.7034533296693231,
"eval_cnn_dailymail_loss": NaN,
"eval_cnn_dailymail_runtime": 143.0011,
"eval_cnn_dailymail_samples_per_second": 93.482,
"eval_cnn_dailymail_steps_per_second": 1.175,
"step": 1000
},
{
"epoch": 0.23,
"eval_multi_news_accuracy": 0.58382374758914,
"eval_multi_news_loss": NaN,
"eval_multi_news_runtime": 62.8321,
"eval_multi_news_samples_per_second": 89.477,
"eval_multi_news_steps_per_second": 1.13,
"step": 1000
},
{
"epoch": 0.23,
"eval_scitldr_accuracy": 0.495625,
"eval_scitldr_loss": NaN,
"eval_scitldr_runtime": 7.4344,
"eval_scitldr_samples_per_second": 83.262,
"eval_scitldr_steps_per_second": 1.076,
"step": 1000
},
{
"epoch": 0.23,
"eval_joke_accuracy": 0.5290940106141016,
"eval_joke_loss": 2.01953125,
"eval_joke_runtime": 0.7811,
"eval_joke_samples_per_second": 97.299,
"eval_joke_steps_per_second": 1.28,
"step": 1000
},
{
"epoch": 0.23,
"eval_gsm8k_accuracy": 0.7911056207535516,
"eval_gsm8k_loss": 0.76318359375,
"eval_gsm8k_runtime": 9.9142,
"eval_gsm8k_samples_per_second": 133.041,
"eval_gsm8k_steps_per_second": 1.715,
"step": 1000
},
{
"epoch": 0.23,
"eval_math_qa_accuracy": 0.6306243424083842,
"eval_math_qa_loss": 1.548828125,
"eval_math_qa_runtime": 31.7722,
"eval_math_qa_samples_per_second": 140.847,
"eval_math_qa_steps_per_second": 1.763,
"step": 1000
},
{
"epoch": 0.23,
"eval_essay_instruction_accuracy": 0.6082469097583089,
"eval_essay_instruction_loss": 1.8671875,
"eval_essay_instruction_runtime": 8.3983,
"eval_essay_instruction_samples_per_second": 49.176,
"eval_essay_instruction_steps_per_second": 0.714,
"step": 1000
},
{
"epoch": 0.23,
"eval_tldr_news_accuracy": 0.6160980175274398,
"eval_tldr_news_loss": 1.6416015625,
"eval_tldr_news_runtime": 3.6256,
"eval_tldr_news_samples_per_second": 218.998,
"eval_tldr_news_steps_per_second": 2.758,
"step": 1000
},
{
"epoch": 0.23,
"eval_reddit_eli5_accuracy": 0.4611581507518863,
"eval_reddit_eli5_loss": 2.419921875,
"eval_reddit_eli5_runtime": 107.6335,
"eval_reddit_eli5_samples_per_second": 91.161,
"eval_reddit_eli5_steps_per_second": 1.143,
"step": 1000
},
{
"epoch": 0.23,
"eval_reddit_asks_accuracy": 0.4688479936563187,
"eval_reddit_asks_loss": 2.408203125,
"eval_reddit_asks_runtime": 31.0014,
"eval_reddit_asks_samples_per_second": 73.577,
"eval_reddit_asks_steps_per_second": 0.935,
"step": 1000
},
{
"epoch": 0.23,
"eval_reddit_askh_accuracy": 0.4678089398518734,
"eval_reddit_askh_loss": 2.505859375,
"eval_reddit_askh_runtime": 58.2699,
"eval_reddit_askh_samples_per_second": 84.109,
"eval_reddit_askh_steps_per_second": 1.064,
"step": 1000
},
{
"epoch": 0.23,
"eval_wmt2019_zh-en_accuracy": 0.6663175800777634,
"eval_wmt2019_zh-en_loss": 1.4599609375,
"eval_wmt2019_zh-en_runtime": 29.9768,
"eval_wmt2019_zh-en_samples_per_second": 132.803,
"eval_wmt2019_zh-en_steps_per_second": 1.668,
"step": 1000
},
{
"epoch": 0.23,
"eval_wmt2019_fr-de_accuracy": 0.7535103098381767,
"eval_wmt2019_fr-de_loss": 0.9736328125,
"eval_wmt2019_fr-de_runtime": 10.3533,
"eval_wmt2019_fr-de_samples_per_second": 146.04,
"eval_wmt2019_fr-de_steps_per_second": 1.835,
"step": 1000
},
{
"epoch": 0.23,
"eval_wmt2019_ru-en_accuracy": 0.7577544408610879,
"eval_wmt2019_ru-en_loss": 0.93603515625,
"eval_wmt2019_ru-en_runtime": 22.7659,
"eval_wmt2019_ru-en_samples_per_second": 131.776,
"eval_wmt2019_ru-en_steps_per_second": 1.669,
"step": 1000
},
{
"epoch": 0.23,
"eval_wmt2019_de-en_accuracy": 0.7657056972240155,
"eval_wmt2019_de-en_loss": 0.9150390625,
"eval_wmt2019_de-en_runtime": 15.5528,
"eval_wmt2019_de-en_samples_per_second": 192.762,
"eval_wmt2019_de-en_steps_per_second": 2.443,
"step": 1000
},
{
"epoch": 0.23,
"eval_ted_trans_de-ja_accuracy": 0.6747348791651755,
"eval_ted_trans_de-ja_loss": 1.3994140625,
"eval_ted_trans_de-ja_runtime": 8.3691,
"eval_ted_trans_de-ja_samples_per_second": 85.792,
"eval_ted_trans_de-ja_steps_per_second": 1.075,
"step": 1000
},
{
"epoch": 0.23,
"eval_ted_trans_en-ja_accuracy": 0.6812527237431164,
"eval_ted_trans_en-ja_loss": 1.3115234375,
"eval_ted_trans_en-ja_runtime": 9.3233,
"eval_ted_trans_en-ja_samples_per_second": 85.914,
"eval_ted_trans_en-ja_steps_per_second": 1.18,
"step": 1000
},
{
"epoch": 0.23,
"eval_ted_trans_en-hi_accuracy": 0.6843067779174763,
"eval_ted_trans_en-hi_loss": 1.19921875,
"eval_ted_trans_en-hi_runtime": 2.8696,
"eval_ted_trans_en-hi_samples_per_second": 35.893,
"eval_ted_trans_en-hi_steps_per_second": 0.697,
"step": 1000
},
{
"epoch": 0.23,
"eval_ted_trans_en-es_accuracy": 0.7943555499559027,
"eval_ted_trans_en-es_loss": 0.85009765625,
"eval_ted_trans_en-es_runtime": 8.4213,
"eval_ted_trans_en-es_samples_per_second": 98.085,
"eval_ted_trans_en-es_steps_per_second": 1.306,
"step": 1000
},
{
"epoch": 0.23,
"eval_private_tuning_accuracy": 0.6955408449271764,
"eval_private_tuning_loss": 1.0966796875,
"eval_private_tuning_runtime": 144.1155,
"eval_private_tuning_samples_per_second": 146.952,
"eval_private_tuning_steps_per_second": 1.839,
"step": 1000
},
{
"epoch": 0.23,
"eval_samsum_accuracy": 0.651219275235597,
"eval_samsum_loss": 1.2451171875,
"eval_samsum_runtime": 10.3624,
"eval_samsum_samples_per_second": 78.939,
"eval_samsum_steps_per_second": 1.062,
"step": 1000
},
{
"epoch": 0.23,
"eval_prosocial_dialogue_accuracy": 0.5541225644750905,
"eval_prosocial_dialogue_loss": 1.671875,
"eval_prosocial_dialogue_runtime": 49.1807,
"eval_prosocial_dialogue_samples_per_second": 548.65,
"eval_prosocial_dialogue_steps_per_second": 6.873,
"step": 1000
},
{
"epoch": 0.23,
"eval_oa_translated_accuracy": 0.7297566303926173,
"eval_oa_translated_loss": 1.0712890625,
"eval_oa_translated_runtime": 57.6497,
"eval_oa_translated_samples_per_second": 89.628,
"eval_oa_translated_steps_per_second": 1.127,
"step": 1000
},
{
"epoch": 0.23,
"eval_wikihow_accuracy": 0.6223200665649702,
"eval_wikihow_loss": 1.73828125,
"eval_wikihow_runtime": 16.8591,
"eval_wikihow_samples_per_second": 136.009,
"eval_wikihow_steps_per_second": 1.72,
"step": 1000
},
{
"epoch": 0.23,
"eval_explain_prosocial_accuracy": 0.6887323092680878,
"eval_explain_prosocial_loss": 1.2744140625,
"eval_explain_prosocial_runtime": 111.2104,
"eval_explain_prosocial_samples_per_second": 550.74,
"eval_explain_prosocial_steps_per_second": 6.888,
"step": 1000
}
],
"max_steps": 17452,
"num_train_epochs": 4,
"total_flos": 1.6761689779124306e+19,
"trial_name": null,
"trial_params": null
}