llama10p / trainer_state.json
terry69's picture
Model save
0d21caa verified
raw
history blame
15.5 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 406,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0024630541871921183,
"grad_norm": 0.30652108788490295,
"learning_rate": 4.8780487804878055e-06,
"loss": 0.9717,
"step": 1
},
{
"epoch": 0.012315270935960592,
"grad_norm": 0.3289214074611664,
"learning_rate": 2.4390243902439026e-05,
"loss": 0.9783,
"step": 5
},
{
"epoch": 0.024630541871921183,
"grad_norm": 0.15074408054351807,
"learning_rate": 4.878048780487805e-05,
"loss": 0.9472,
"step": 10
},
{
"epoch": 0.03694581280788178,
"grad_norm": 0.10472998023033142,
"learning_rate": 7.317073170731707e-05,
"loss": 0.9366,
"step": 15
},
{
"epoch": 0.04926108374384237,
"grad_norm": 0.08562398701906204,
"learning_rate": 9.75609756097561e-05,
"loss": 0.942,
"step": 20
},
{
"epoch": 0.06157635467980296,
"grad_norm": 0.08849021792411804,
"learning_rate": 0.00012195121951219512,
"loss": 0.8976,
"step": 25
},
{
"epoch": 0.07389162561576355,
"grad_norm": 0.08396520465612411,
"learning_rate": 0.00014634146341463414,
"loss": 0.8852,
"step": 30
},
{
"epoch": 0.08620689655172414,
"grad_norm": 0.07711857557296753,
"learning_rate": 0.0001707317073170732,
"loss": 0.8808,
"step": 35
},
{
"epoch": 0.09852216748768473,
"grad_norm": 0.06691651791334152,
"learning_rate": 0.0001951219512195122,
"loss": 0.8855,
"step": 40
},
{
"epoch": 0.11083743842364532,
"grad_norm": 0.06679017841815948,
"learning_rate": 0.0001999407400739705,
"loss": 0.893,
"step": 45
},
{
"epoch": 0.12315270935960591,
"grad_norm": 0.07381235063076019,
"learning_rate": 0.00019970011699250152,
"loss": 0.8844,
"step": 50
},
{
"epoch": 0.1354679802955665,
"grad_norm": 0.07115236669778824,
"learning_rate": 0.00019927487224577402,
"loss": 0.8677,
"step": 55
},
{
"epoch": 0.1477832512315271,
"grad_norm": 0.07492396980524063,
"learning_rate": 0.0001986657932891657,
"loss": 0.8868,
"step": 60
},
{
"epoch": 0.16009852216748768,
"grad_norm": 0.0643257200717926,
"learning_rate": 0.00019787400799669154,
"loss": 0.8586,
"step": 65
},
{
"epoch": 0.1724137931034483,
"grad_norm": 0.06939674913883209,
"learning_rate": 0.00019690098257244064,
"loss": 0.8685,
"step": 70
},
{
"epoch": 0.18472906403940886,
"grad_norm": 0.07422396540641785,
"learning_rate": 0.00019574851883550395,
"loss": 0.8622,
"step": 75
},
{
"epoch": 0.19704433497536947,
"grad_norm": 0.07255557179450989,
"learning_rate": 0.00019441875088341997,
"loss": 0.8716,
"step": 80
},
{
"epoch": 0.20935960591133004,
"grad_norm": 0.07202558219432831,
"learning_rate": 0.00019291414114031743,
"loss": 0.8244,
"step": 85
},
{
"epoch": 0.22167487684729065,
"grad_norm": 0.07127554714679718,
"learning_rate": 0.00019123747579707275,
"loss": 0.8599,
"step": 90
},
{
"epoch": 0.23399014778325122,
"grad_norm": 0.08557884395122528,
"learning_rate": 0.0001893918596519257,
"loss": 0.8752,
"step": 95
},
{
"epoch": 0.24630541871921183,
"grad_norm": 0.07851414382457733,
"learning_rate": 0.00018738071036110808,
"loss": 0.8663,
"step": 100
},
{
"epoch": 0.25862068965517243,
"grad_norm": 0.07385963201522827,
"learning_rate": 0.00018520775211013093,
"loss": 0.8593,
"step": 105
},
{
"epoch": 0.270935960591133,
"grad_norm": 0.07457491755485535,
"learning_rate": 0.00018287700871745036,
"loss": 0.8363,
"step": 110
},
{
"epoch": 0.2832512315270936,
"grad_norm": 0.07243283838033676,
"learning_rate": 0.00018039279618328212,
"loss": 0.8641,
"step": 115
},
{
"epoch": 0.2955665024630542,
"grad_norm": 0.07686326652765274,
"learning_rate": 0.0001777597146973627,
"loss": 0.8502,
"step": 120
},
{
"epoch": 0.3078817733990148,
"grad_norm": 0.07686852663755417,
"learning_rate": 0.00017498264012045687,
"loss": 0.8628,
"step": 125
},
{
"epoch": 0.32019704433497537,
"grad_norm": 0.07369978725910187,
"learning_rate": 0.00017206671495538612,
"loss": 0.8497,
"step": 130
},
{
"epoch": 0.33251231527093594,
"grad_norm": 0.0735793486237526,
"learning_rate": 0.0001690173388242972,
"loss": 0.8464,
"step": 135
},
{
"epoch": 0.3448275862068966,
"grad_norm": 0.07749839872121811,
"learning_rate": 0.0001658401584698049,
"loss": 0.8631,
"step": 140
},
{
"epoch": 0.35714285714285715,
"grad_norm": 0.07005272060632706,
"learning_rate": 0.00016254105729852464,
"loss": 0.8738,
"step": 145
},
{
"epoch": 0.3694581280788177,
"grad_norm": 0.074895478785038,
"learning_rate": 0.00015912614448635782,
"loss": 0.8847,
"step": 150
},
{
"epoch": 0.3817733990147783,
"grad_norm": 0.0702088475227356,
"learning_rate": 0.00015560174366570446,
"loss": 0.8473,
"step": 155
},
{
"epoch": 0.39408866995073893,
"grad_norm": 0.07352044433355331,
"learning_rate": 0.0001519743812155516,
"loss": 0.8714,
"step": 160
},
{
"epoch": 0.4064039408866995,
"grad_norm": 0.07473480701446533,
"learning_rate": 0.00014825077417612186,
"loss": 0.8496,
"step": 165
},
{
"epoch": 0.4187192118226601,
"grad_norm": 0.07085709273815155,
"learning_rate": 0.00014443781781046136,
"loss": 0.8402,
"step": 170
},
{
"epoch": 0.43103448275862066,
"grad_norm": 0.07307003438472748,
"learning_rate": 0.00014054257283599973,
"loss": 0.8406,
"step": 175
},
{
"epoch": 0.4433497536945813,
"grad_norm": 0.07170814275741577,
"learning_rate": 0.00013657225234972695,
"loss": 0.8478,
"step": 180
},
{
"epoch": 0.45566502463054187,
"grad_norm": 0.0753386840224266,
"learning_rate": 0.00013253420847119803,
"loss": 0.862,
"step": 185
},
{
"epoch": 0.46798029556650245,
"grad_norm": 0.07479824870824814,
"learning_rate": 0.0001284359187281004,
"loss": 0.8543,
"step": 190
},
{
"epoch": 0.4802955665024631,
"grad_norm": 0.0772319808602333,
"learning_rate": 0.0001242849722095936,
"loss": 0.8503,
"step": 195
},
{
"epoch": 0.49261083743842365,
"grad_norm": 0.07660327851772308,
"learning_rate": 0.00012008905551306356,
"loss": 0.8368,
"step": 200
},
{
"epoch": 0.5049261083743842,
"grad_norm": 0.07217700779438019,
"learning_rate": 0.00011585593851031347,
"loss": 0.8478,
"step": 205
},
{
"epoch": 0.5172413793103449,
"grad_norm": 0.07179830223321915,
"learning_rate": 0.00011159345995955006,
"loss": 0.8601,
"step": 210
},
{
"epoch": 0.5295566502463054,
"grad_norm": 0.07478391379117966,
"learning_rate": 0.00010730951298980776,
"loss": 0.8665,
"step": 215
},
{
"epoch": 0.541871921182266,
"grad_norm": 0.07220473885536194,
"learning_rate": 0.00010301203048469083,
"loss": 0.859,
"step": 220
},
{
"epoch": 0.5541871921182266,
"grad_norm": 0.07683911919593811,
"learning_rate": 9.870897039249911e-05,
"loss": 0.8623,
"step": 225
},
{
"epoch": 0.5665024630541872,
"grad_norm": 0.0735134705901146,
"learning_rate": 9.440830098993969e-05,
"loss": 0.8417,
"step": 230
},
{
"epoch": 0.5788177339901478,
"grad_norm": 0.07750938087701797,
"learning_rate": 9.011798612671286e-05,
"loss": 0.852,
"step": 235
},
{
"epoch": 0.5911330049261084,
"grad_norm": 0.07520028203725815,
"learning_rate": 8.58459704782957e-05,
"loss": 0.8541,
"step": 240
},
{
"epoch": 0.603448275862069,
"grad_norm": 0.07630393654108047,
"learning_rate": 8.160016483423199e-05,
"loss": 0.8515,
"step": 245
},
{
"epoch": 0.6157635467980296,
"grad_norm": 0.07962335646152496,
"learning_rate": 7.738843144917119e-05,
"loss": 0.8577,
"step": 250
},
{
"epoch": 0.6280788177339901,
"grad_norm": 0.07434184104204178,
"learning_rate": 7.321856948378259e-05,
"loss": 0.8508,
"step": 255
},
{
"epoch": 0.6403940886699507,
"grad_norm": 0.07535861432552338,
"learning_rate": 6.909830056250527e-05,
"loss": 0.8591,
"step": 260
},
{
"epoch": 0.6527093596059114,
"grad_norm": 0.08042064309120178,
"learning_rate": 6.503525447487715e-05,
"loss": 0.8595,
"step": 265
},
{
"epoch": 0.6650246305418719,
"grad_norm": 0.08419187366962433,
"learning_rate": 6.103695504692122e-05,
"loss": 0.8629,
"step": 270
},
{
"epoch": 0.6773399014778325,
"grad_norm": 0.07470737397670746,
"learning_rate": 5.7110806208751655e-05,
"loss": 0.8716,
"step": 275
},
{
"epoch": 0.6896551724137931,
"grad_norm": 0.07928784936666489,
"learning_rate": 5.326407828419979e-05,
"loss": 0.8364,
"step": 280
},
{
"epoch": 0.7019704433497537,
"grad_norm": 0.07715894281864166,
"learning_rate": 4.9503894527847964e-05,
"loss": 0.848,
"step": 285
},
{
"epoch": 0.7142857142857143,
"grad_norm": 0.08346334099769592,
"learning_rate": 4.583721793440188e-05,
"loss": 0.8391,
"step": 290
},
{
"epoch": 0.7266009852216748,
"grad_norm": 0.07233065366744995,
"learning_rate": 4.227083834482728e-05,
"loss": 0.849,
"step": 295
},
{
"epoch": 0.7389162561576355,
"grad_norm": 0.08105510473251343,
"learning_rate": 3.881135987312757e-05,
"loss": 0.8653,
"step": 300
},
{
"epoch": 0.7512315270935961,
"grad_norm": 0.07780944555997849,
"learning_rate": 3.546518867704499e-05,
"loss": 0.8511,
"step": 305
},
{
"epoch": 0.7635467980295566,
"grad_norm": 0.07753836363554001,
"learning_rate": 3.223852109533112e-05,
"loss": 0.8337,
"step": 310
},
{
"epoch": 0.7758620689655172,
"grad_norm": 0.07628113776445389,
"learning_rate": 2.9137332173554043e-05,
"loss": 0.837,
"step": 315
},
{
"epoch": 0.7881773399014779,
"grad_norm": 0.08198127895593643,
"learning_rate": 2.616736459968936e-05,
"loss": 0.8445,
"step": 320
},
{
"epoch": 0.8004926108374384,
"grad_norm": 0.07406695932149887,
"learning_rate": 2.33341180699841e-05,
"loss": 0.8309,
"step": 325
},
{
"epoch": 0.812807881773399,
"grad_norm": 0.10794137418270111,
"learning_rate": 2.0642839104785272e-05,
"loss": 0.8495,
"step": 330
},
{
"epoch": 0.8251231527093597,
"grad_norm": 0.07688434422016144,
"learning_rate": 1.8098511333192024e-05,
"loss": 0.8517,
"step": 335
},
{
"epoch": 0.8374384236453202,
"grad_norm": 0.07871481031179428,
"learning_rate": 1.570584626452173e-05,
"loss": 0.8309,
"step": 340
},
{
"epoch": 0.8497536945812808,
"grad_norm": 0.07757215201854706,
"learning_rate": 1.3469274563679402e-05,
"loss": 0.8362,
"step": 345
},
{
"epoch": 0.8620689655172413,
"grad_norm": 0.07689883559942245,
"learning_rate": 1.1392937846586215e-05,
"loss": 0.8632,
"step": 350
},
{
"epoch": 0.874384236453202,
"grad_norm": 0.07467465102672577,
"learning_rate": 9.48068101086026e-06,
"loss": 0.8535,
"step": 355
},
{
"epoch": 0.8866995073891626,
"grad_norm": 0.07738694548606873,
"learning_rate": 7.736045115951251e-06,
"loss": 0.852,
"step": 360
},
{
"epoch": 0.8990147783251231,
"grad_norm": 0.07973465323448181,
"learning_rate": 6.16226082591359e-06,
"loss": 0.8402,
"step": 365
},
{
"epoch": 0.9113300492610837,
"grad_norm": 0.07645995169878006,
"learning_rate": 4.762242426960262e-06,
"loss": 0.8543,
"step": 370
},
{
"epoch": 0.9236453201970444,
"grad_norm": 0.0754699632525444,
"learning_rate": 3.5385824308756587e-06,
"loss": 0.8506,
"step": 375
},
{
"epoch": 0.9359605911330049,
"grad_norm": 0.07717719674110413,
"learning_rate": 2.493546774280531e-06,
"loss": 0.8478,
"step": 380
},
{
"epoch": 0.9482758620689655,
"grad_norm": 0.07168090343475342,
"learning_rate": 1.6290706226390285e-06,
"loss": 0.8256,
"step": 385
},
{
"epoch": 0.9605911330049262,
"grad_norm": 0.07357249408960342,
"learning_rate": 9.46754786777726e-07,
"loss": 0.8473,
"step": 390
},
{
"epoch": 0.9729064039408867,
"grad_norm": 0.07304390519857407,
"learning_rate": 4.4786275855247527e-07,
"loss": 0.8284,
"step": 395
},
{
"epoch": 0.9852216748768473,
"grad_norm": 0.07657473534345627,
"learning_rate": 1.333183711524133e-07,
"loss": 0.8619,
"step": 400
},
{
"epoch": 0.9975369458128078,
"grad_norm": 0.07590048760175705,
"learning_rate": 3.7040883734462683e-09,
"loss": 0.8582,
"step": 405
},
{
"epoch": 1.0,
"eval_loss": 1.1319997310638428,
"eval_runtime": 131.0398,
"eval_samples_per_second": 8.814,
"eval_steps_per_second": 0.557,
"step": 406
},
{
"epoch": 1.0,
"step": 406,
"total_flos": 2.0153794240142377e+18,
"train_loss": 0.8606077206545862,
"train_runtime": 31606.2831,
"train_samples_per_second": 3.288,
"train_steps_per_second": 0.013
}
],
"logging_steps": 5,
"max_steps": 406,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 25,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2.0153794240142377e+18,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}