geshijoker's picture
End of training
9c53f8c verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.994667614646285,
"eval_steps": 1000,
"global_step": 1053,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.028439388553146108,
"grad_norm": 1.0473670959472656,
"learning_rate": 9.433962264150944e-06,
"loss": 2.6607,
"step": 10
},
{
"epoch": 0.056878777106292217,
"grad_norm": 0.4230079650878906,
"learning_rate": 1.8867924528301888e-05,
"loss": 2.5121,
"step": 20
},
{
"epoch": 0.08531816565943832,
"grad_norm": 0.35547205805778503,
"learning_rate": 2.830188679245283e-05,
"loss": 2.3998,
"step": 30
},
{
"epoch": 0.11375755421258443,
"grad_norm": 0.3876227140426636,
"learning_rate": 3.7735849056603776e-05,
"loss": 2.3461,
"step": 40
},
{
"epoch": 0.14219694276573053,
"grad_norm": 0.38349416851997375,
"learning_rate": 4.716981132075472e-05,
"loss": 2.2716,
"step": 50
},
{
"epoch": 0.17063633131887665,
"grad_norm": 0.4068184792995453,
"learning_rate": 4.999395511092461e-05,
"loss": 2.2223,
"step": 60
},
{
"epoch": 0.19907571987202274,
"grad_norm": 0.4073835015296936,
"learning_rate": 4.996435452798774e-05,
"loss": 2.1657,
"step": 70
},
{
"epoch": 0.22751510842516887,
"grad_norm": 0.5059598684310913,
"learning_rate": 4.991011714111481e-05,
"loss": 2.1248,
"step": 80
},
{
"epoch": 0.25595449697831496,
"grad_norm": 0.47395384311676025,
"learning_rate": 4.9831296476058484e-05,
"loss": 2.1223,
"step": 90
},
{
"epoch": 0.28439388553146105,
"grad_norm": 0.43479716777801514,
"learning_rate": 4.9727970319299044e-05,
"loss": 2.0617,
"step": 100
},
{
"epoch": 0.3128332740846072,
"grad_norm": 0.48797106742858887,
"learning_rate": 4.9600240641278496e-05,
"loss": 2.0526,
"step": 110
},
{
"epoch": 0.3412726626377533,
"grad_norm": 0.5094576478004456,
"learning_rate": 4.944823349576805e-05,
"loss": 2.0356,
"step": 120
},
{
"epoch": 0.3697120511908994,
"grad_norm": 0.5222152471542358,
"learning_rate": 4.9272098895468277e-05,
"loss": 2.0315,
"step": 130
},
{
"epoch": 0.3981514397440455,
"grad_norm": 0.48217442631721497,
"learning_rate": 4.907201066396469e-05,
"loss": 2.013,
"step": 140
},
{
"epoch": 0.42659082829719164,
"grad_norm": 0.46154898405075073,
"learning_rate": 4.8848166264184844e-05,
"loss": 1.9751,
"step": 150
},
{
"epoch": 0.45503021685033773,
"grad_norm": 0.4828225374221802,
"learning_rate": 4.860078660352625e-05,
"loss": 1.9866,
"step": 160
},
{
"epoch": 0.4834696054034838,
"grad_norm": 0.4831569194793701,
"learning_rate": 4.8330115815847465e-05,
"loss": 1.9529,
"step": 170
},
{
"epoch": 0.5119089939566299,
"grad_norm": 0.4747070074081421,
"learning_rate": 4.803642102053746e-05,
"loss": 1.9575,
"step": 180
},
{
"epoch": 0.540348382509776,
"grad_norm": 0.4549647271633148,
"learning_rate": 4.7719992058901006e-05,
"loss": 1.9488,
"step": 190
},
{
"epoch": 0.5687877710629221,
"grad_norm": 0.4767439067363739,
"learning_rate": 4.7381141208120296e-05,
"loss": 1.9074,
"step": 200
},
{
"epoch": 0.5972271596160682,
"grad_norm": 0.4805672764778137,
"learning_rate": 4.702020287307509e-05,
"loss": 1.9286,
"step": 210
},
{
"epoch": 0.6256665481692144,
"grad_norm": 0.47634372115135193,
"learning_rate": 4.663753325632548e-05,
"loss": 1.924,
"step": 220
},
{
"epoch": 0.6541059367223605,
"grad_norm": 0.4570080637931824,
"learning_rate": 4.6233510006582914e-05,
"loss": 1.8953,
"step": 230
},
{
"epoch": 0.6825453252755066,
"grad_norm": 0.47734373807907104,
"learning_rate": 4.580853184601659e-05,
"loss": 1.9023,
"step": 240
},
{
"epoch": 0.7109847138286527,
"grad_norm": 0.48877596855163574,
"learning_rate": 4.536301817676274e-05,
"loss": 1.8832,
"step": 250
},
{
"epoch": 0.7394241023817988,
"grad_norm": 0.46437644958496094,
"learning_rate": 4.48974086670254e-05,
"loss": 1.9052,
"step": 260
},
{
"epoch": 0.7678634909349449,
"grad_norm": 0.4709625840187073,
"learning_rate": 4.4412162817176965e-05,
"loss": 1.867,
"step": 270
},
{
"epoch": 0.796302879488091,
"grad_norm": 0.5039490461349487,
"learning_rate": 4.39077595062868e-05,
"loss": 1.8549,
"step": 280
},
{
"epoch": 0.8247422680412371,
"grad_norm": 0.4863899350166321,
"learning_rate": 4.33846965195254e-05,
"loss": 1.8589,
"step": 290
},
{
"epoch": 0.8531816565943833,
"grad_norm": 0.4797697961330414,
"learning_rate": 4.2843490056910534e-05,
"loss": 1.8624,
"step": 300
},
{
"epoch": 0.8816210451475294,
"grad_norm": 0.5284737348556519,
"learning_rate": 4.228467422388016e-05,
"loss": 1.878,
"step": 310
},
{
"epoch": 0.9100604337006755,
"grad_norm": 0.45375633239746094,
"learning_rate": 4.1708800504194827e-05,
"loss": 1.8837,
"step": 320
},
{
"epoch": 0.9384998222538216,
"grad_norm": 0.4459105432033539,
"learning_rate": 4.1116437215689784e-05,
"loss": 1.8472,
"step": 330
},
{
"epoch": 0.9669392108069677,
"grad_norm": 0.48929303884506226,
"learning_rate": 4.0508168949413906e-05,
"loss": 1.8261,
"step": 340
},
{
"epoch": 0.9953785993601137,
"grad_norm": 0.4859321415424347,
"learning_rate": 3.988459599270888e-05,
"loss": 1.8697,
"step": 350
},
{
"epoch": 1.0238179879132598,
"grad_norm": 0.481235533952713,
"learning_rate": 3.9246333736798095e-05,
"loss": 1.8783,
"step": 360
},
{
"epoch": 1.052257376466406,
"grad_norm": 0.5238078832626343,
"learning_rate": 3.859401206946982e-05,
"loss": 1.7799,
"step": 370
},
{
"epoch": 1.080696765019552,
"grad_norm": 0.5101935863494873,
"learning_rate": 3.792827475345393e-05,
"loss": 1.8068,
"step": 380
},
{
"epoch": 1.1091361535726982,
"grad_norm": 0.4812924265861511,
"learning_rate": 3.724977879110591e-05,
"loss": 1.7974,
"step": 390
},
{
"epoch": 1.1375755421258442,
"grad_norm": 0.5056812763214111,
"learning_rate": 3.6559193776024794e-05,
"loss": 1.7918,
"step": 400
},
{
"epoch": 1.1660149306789904,
"grad_norm": 0.5049041509628296,
"learning_rate": 3.585720123224512e-05,
"loss": 1.7856,
"step": 410
},
{
"epoch": 1.1944543192321366,
"grad_norm": 0.5172712802886963,
"learning_rate": 3.5144493941655e-05,
"loss": 1.786,
"step": 420
},
{
"epoch": 1.2228937077852826,
"grad_norm": 0.48730871081352234,
"learning_rate": 3.442177526030407e-05,
"loss": 1.7553,
"step": 430
},
{
"epoch": 1.2513330963384286,
"grad_norm": 0.5034505724906921,
"learning_rate": 3.3689758424275926e-05,
"loss": 1.7567,
"step": 440
},
{
"epoch": 1.2797724848915748,
"grad_norm": 0.5002079606056213,
"learning_rate": 3.294916584581027e-05,
"loss": 1.7851,
"step": 450
},
{
"epoch": 1.308211873444721,
"grad_norm": 0.5162603855133057,
"learning_rate": 3.220072840036923e-05,
"loss": 1.7631,
"step": 460
},
{
"epoch": 1.336651261997867,
"grad_norm": 0.5188742876052856,
"learning_rate": 3.14451847053515e-05,
"loss": 1.7645,
"step": 470
},
{
"epoch": 1.3650906505510132,
"grad_norm": 0.5118332505226135,
"learning_rate": 3.068328039116616e-05,
"loss": 1.7693,
"step": 480
},
{
"epoch": 1.3935300391041592,
"grad_norm": 0.5362988710403442,
"learning_rate": 2.99157673653855e-05,
"loss": 1.7712,
"step": 490
},
{
"epoch": 1.4219694276573054,
"grad_norm": 0.5271508097648621,
"learning_rate": 2.9143403070702997e-05,
"loss": 1.7613,
"step": 500
},
{
"epoch": 1.4504088162104516,
"grad_norm": 0.5073094964027405,
"learning_rate": 2.8366949737428817e-05,
"loss": 1.7729,
"step": 510
},
{
"epoch": 1.4788482047635976,
"grad_norm": 0.5312384366989136,
"learning_rate": 2.7587173631260566e-05,
"loss": 1.7649,
"step": 520
},
{
"epoch": 1.5072875933167436,
"grad_norm": 0.5345740914344788,
"learning_rate": 2.6804844297071526e-05,
"loss": 1.747,
"step": 530
},
{
"epoch": 1.5357269818698898,
"grad_norm": 0.5181931257247925,
"learning_rate": 2.6020733799462754e-05,
"loss": 1.7496,
"step": 540
},
{
"epoch": 1.564166370423036,
"grad_norm": 0.5075932741165161,
"learning_rate": 2.5235615960828605e-05,
"loss": 1.7517,
"step": 550
},
{
"epoch": 1.5926057589761822,
"grad_norm": 0.5280550122261047,
"learning_rate": 2.4450265597687376e-05,
"loss": 1.7768,
"step": 560
},
{
"epoch": 1.6210451475293282,
"grad_norm": 0.526050865650177,
"learning_rate": 2.3665457756030988e-05,
"loss": 1.7369,
"step": 570
},
{
"epoch": 1.6494845360824741,
"grad_norm": 0.5144099593162537,
"learning_rate": 2.2881966946448167e-05,
"loss": 1.7389,
"step": 580
},
{
"epoch": 1.6779239246356203,
"grad_norm": 0.532425045967102,
"learning_rate": 2.2100566379775967e-05,
"loss": 1.7364,
"step": 590
},
{
"epoch": 1.7063633131887666,
"grad_norm": 0.5095171332359314,
"learning_rate": 2.1322027204034066e-05,
"loss": 1.7447,
"step": 600
},
{
"epoch": 1.7348027017419125,
"grad_norm": 0.5283172726631165,
"learning_rate": 2.0547117743394744e-05,
"loss": 1.7647,
"step": 610
},
{
"epoch": 1.7632420902950585,
"grad_norm": 0.5820568203926086,
"learning_rate": 1.9776602739939714e-05,
"loss": 1.7343,
"step": 620
},
{
"epoch": 1.7916814788482047,
"grad_norm": 0.5260512232780457,
"learning_rate": 1.9011242598951962e-05,
"loss": 1.7402,
"step": 630
},
{
"epoch": 1.820120867401351,
"grad_norm": 0.5743537545204163,
"learning_rate": 1.8251792638487596e-05,
"loss": 1.7421,
"step": 640
},
{
"epoch": 1.8485602559544971,
"grad_norm": 0.508335530757904,
"learning_rate": 1.7499002343968098e-05,
"loss": 1.7303,
"step": 650
},
{
"epoch": 1.8769996445076431,
"grad_norm": 0.5431790947914124,
"learning_rate": 1.675361462852868e-05,
"loss": 1.7236,
"step": 660
},
{
"epoch": 1.905439033060789,
"grad_norm": 0.5047234892845154,
"learning_rate": 1.6016365099852735e-05,
"loss": 1.7163,
"step": 670
},
{
"epoch": 1.9338784216139353,
"grad_norm": 0.5409323573112488,
"learning_rate": 1.528798133421585e-05,
"loss": 1.7253,
"step": 680
},
{
"epoch": 1.9623178101670815,
"grad_norm": 0.5161160826683044,
"learning_rate": 1.4569182158455875e-05,
"loss": 1.7054,
"step": 690
},
{
"epoch": 1.9907571987202275,
"grad_norm": 0.5363497734069824,
"learning_rate": 1.3860676940577594e-05,
"loss": 1.7469,
"step": 700
},
{
"epoch": 2.0191965872733735,
"grad_norm": 0.5758066177368164,
"learning_rate": 1.3163164889692197e-05,
"loss": 1.7598,
"step": 710
},
{
"epoch": 2.0476359758265197,
"grad_norm": 0.5709594488143921,
"learning_rate": 1.2477334365982248e-05,
"loss": 1.6736,
"step": 720
},
{
"epoch": 2.076075364379666,
"grad_norm": 0.5616790056228638,
"learning_rate": 1.1803862201373342e-05,
"loss": 1.6529,
"step": 730
},
{
"epoch": 2.104514752932812,
"grad_norm": 0.5473997592926025,
"learning_rate": 1.1143413031582645e-05,
"loss": 1.6734,
"step": 740
},
{
"epoch": 2.132954141485958,
"grad_norm": 0.559503436088562,
"learning_rate": 1.0496638640203774e-05,
"loss": 1.6702,
"step": 750
},
{
"epoch": 2.161393530039104,
"grad_norm": 0.5698120594024658,
"learning_rate": 9.864177315474968e-06,
"loss": 1.6613,
"step": 760
},
{
"epoch": 2.1898329185922503,
"grad_norm": 0.5590789318084717,
"learning_rate": 9.246653220365778e-06,
"loss": 1.6898,
"step": 770
},
{
"epoch": 2.2182723071453965,
"grad_norm": 0.5687025785446167,
"learning_rate": 8.644675776603476e-06,
"loss": 1.6688,
"step": 780
},
{
"epoch": 2.2467116956985427,
"grad_norm": 0.5703499913215637,
"learning_rate": 8.058839063247447e-06,
"loss": 1.6761,
"step": 790
},
{
"epoch": 2.2751510842516884,
"grad_norm": 0.586949348449707,
"learning_rate": 7.489721230404842e-06,
"loss": 1.7022,
"step": 800
},
{
"epoch": 2.3035904728048346,
"grad_norm": 0.5651352405548096,
"learning_rate": 6.937883928666255e-06,
"loss": 1.6778,
"step": 810
},
{
"epoch": 2.332029861357981,
"grad_norm": 0.5906292200088501,
"learning_rate": 6.403871754824373e-06,
"loss": 1.6517,
"step": 820
},
{
"epoch": 2.360469249911127,
"grad_norm": 0.5772544145584106,
"learning_rate": 5.8882117144227115e-06,
"loss": 1.6696,
"step": 830
},
{
"epoch": 2.3889086384642733,
"grad_norm": 0.5833613872528076,
"learning_rate": 5.391412701664744e-06,
"loss": 1.6452,
"step": 840
},
{
"epoch": 2.417348027017419,
"grad_norm": 0.5983288884162903,
"learning_rate": 4.91396499719681e-06,
"loss": 1.6739,
"step": 850
},
{
"epoch": 2.4457874155705652,
"grad_norm": 0.5902206897735596,
"learning_rate": 4.456339784260247e-06,
"loss": 1.6582,
"step": 860
},
{
"epoch": 2.4742268041237114,
"grad_norm": 0.5683711767196655,
"learning_rate": 4.018988683690461e-06,
"loss": 1.6483,
"step": 870
},
{
"epoch": 2.502666192676857,
"grad_norm": 0.5805079936981201,
"learning_rate": 3.6023433082216755e-06,
"loss": 1.6731,
"step": 880
},
{
"epoch": 2.5311055812300034,
"grad_norm": 0.5799385905265808,
"learning_rate": 3.2068148365372806e-06,
"loss": 1.6705,
"step": 890
},
{
"epoch": 2.5595449697831496,
"grad_norm": 0.6097893118858337,
"learning_rate": 2.832793607486087e-06,
"loss": 1.6851,
"step": 900
},
{
"epoch": 2.587984358336296,
"grad_norm": 0.5920665860176086,
"learning_rate": 2.4806487348650485e-06,
"loss": 1.6464,
"step": 910
},
{
"epoch": 2.616423746889442,
"grad_norm": 0.5650290846824646,
"learning_rate": 2.150727743148473e-06,
"loss": 1.6576,
"step": 920
},
{
"epoch": 2.6448631354425878,
"grad_norm": 0.5883274674415588,
"learning_rate": 1.8433562245233349e-06,
"loss": 1.6304,
"step": 930
},
{
"epoch": 2.673302523995734,
"grad_norm": 0.5887704491615295,
"learning_rate": 1.5588375175691117e-06,
"loss": 1.6674,
"step": 940
},
{
"epoch": 2.70174191254888,
"grad_norm": 0.576253354549408,
"learning_rate": 1.2974524078991995e-06,
"loss": 1.6493,
"step": 950
},
{
"epoch": 2.7301813011020264,
"grad_norm": 0.5727583169937134,
"learning_rate": 1.0594588510594445e-06,
"loss": 1.6529,
"step": 960
},
{
"epoch": 2.7586206896551726,
"grad_norm": 0.5819412469863892,
"learning_rate": 8.450917179571305e-07,
"loss": 1.6612,
"step": 970
},
{
"epoch": 2.7870600782083184,
"grad_norm": 0.570379376411438,
"learning_rate": 6.545625630717783e-07,
"loss": 1.6637,
"step": 980
},
{
"epoch": 2.8154994667614646,
"grad_norm": 0.5768330693244934,
"learning_rate": 4.880594156763896e-07,
"loss": 1.6784,
"step": 990
},
{
"epoch": 2.8439388553146108,
"grad_norm": 0.5636200904846191,
"learning_rate": 3.4574659427528133e-07,
"loss": 1.6679,
"step": 1000
},
{
"epoch": 2.8439388553146108,
"eval_loss": 1.758003830909729,
"eval_runtime": 181.1788,
"eval_samples_per_second": 55.194,
"eval_steps_per_second": 1.728,
"step": 1000
},
{
"epoch": 2.872378243867757,
"grad_norm": 0.5933385491371155,
"learning_rate": 2.2776454444153328e-07,
"loss": 1.6689,
"step": 1010
},
{
"epoch": 2.900817632420903,
"grad_norm": 0.5807960033416748,
"learning_rate": 1.342297002141918e-07,
"loss": 1.6333,
"step": 1020
},
{
"epoch": 2.929257020974049,
"grad_norm": 0.5805134773254395,
"learning_rate": 6.523436919190773e-08,
"loss": 1.6701,
"step": 1030
},
{
"epoch": 2.957696409527195,
"grad_norm": 0.5947986841201782,
"learning_rate": 2.0846641436497726e-08,
"loss": 1.652,
"step": 1040
},
{
"epoch": 2.9861357980803414,
"grad_norm": 0.5900915861129761,
"learning_rate": 1.1103222762542941e-09,
"loss": 1.6704,
"step": 1050
},
{
"epoch": 2.994667614646285,
"step": 1053,
"total_flos": 4.229776342129836e+18,
"train_loss": 1.8177586702200084,
"train_runtime": 12857.7751,
"train_samples_per_second": 20.999,
"train_steps_per_second": 0.082
}
],
"logging_steps": 10,
"max_steps": 1053,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 4.229776342129836e+18,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}