Ubuntu
push first version model
0092716
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 5.0,
"eval_steps": 500,
"global_step": 395,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.012658227848101266,
"grad_norm": 6.695639272540547,
"learning_rate": 5.000000000000001e-07,
"loss": 1.1195,
"step": 1
},
{
"epoch": 0.06329113924050633,
"grad_norm": 13.683866082279918,
"learning_rate": 2.5e-06,
"loss": 1.0968,
"step": 5
},
{
"epoch": 0.12658227848101267,
"grad_norm": 2.7914110872997275,
"learning_rate": 5e-06,
"loss": 1.0868,
"step": 10
},
{
"epoch": 0.189873417721519,
"grad_norm": 2.2869962494889995,
"learning_rate": 7.500000000000001e-06,
"loss": 1.0771,
"step": 15
},
{
"epoch": 0.25316455696202533,
"grad_norm": 2.315595057148159,
"learning_rate": 1e-05,
"loss": 1.0546,
"step": 20
},
{
"epoch": 0.31645569620253167,
"grad_norm": 1.9266353743480364,
"learning_rate": 1.25e-05,
"loss": 1.084,
"step": 25
},
{
"epoch": 0.379746835443038,
"grad_norm": 2.150532379708014,
"learning_rate": 1.5000000000000002e-05,
"loss": 1.0654,
"step": 30
},
{
"epoch": 0.4430379746835443,
"grad_norm": 2.1018953026935905,
"learning_rate": 1.7500000000000002e-05,
"loss": 1.0817,
"step": 35
},
{
"epoch": 0.5063291139240507,
"grad_norm": 2.3849545878679272,
"learning_rate": 2e-05,
"loss": 1.0971,
"step": 40
},
{
"epoch": 0.569620253164557,
"grad_norm": 2.345688862339495,
"learning_rate": 1.9990212265199738e-05,
"loss": 1.086,
"step": 45
},
{
"epoch": 0.6329113924050633,
"grad_norm": 2.5866807131537906,
"learning_rate": 1.996086822074945e-05,
"loss": 1.0656,
"step": 50
},
{
"epoch": 0.6962025316455697,
"grad_norm": 2.4392627537159655,
"learning_rate": 1.9912025308994146e-05,
"loss": 1.1059,
"step": 55
},
{
"epoch": 0.759493670886076,
"grad_norm": 2.2706485443813276,
"learning_rate": 1.9843779142227258e-05,
"loss": 1.0973,
"step": 60
},
{
"epoch": 0.8227848101265823,
"grad_norm": 2.3020097653483496,
"learning_rate": 1.975626331552507e-05,
"loss": 1.1083,
"step": 65
},
{
"epoch": 0.8860759493670886,
"grad_norm": 2.0670888705685955,
"learning_rate": 1.96496491452281e-05,
"loss": 1.1039,
"step": 70
},
{
"epoch": 0.9493670886075949,
"grad_norm": 2.371742516361207,
"learning_rate": 1.9524145333581315e-05,
"loss": 1.0895,
"step": 75
},
{
"epoch": 1.0,
"eval_loss": 0.7223408222198486,
"eval_runtime": 213.2984,
"eval_samples_per_second": 47.375,
"eval_steps_per_second": 0.741,
"step": 79
},
{
"epoch": 1.0126582278481013,
"grad_norm": 8.106924593883994,
"learning_rate": 1.9379997560189677e-05,
"loss": 1.0198,
"step": 80
},
{
"epoch": 1.0759493670886076,
"grad_norm": 3.486817193319529,
"learning_rate": 1.9217488001088784e-05,
"loss": 0.6812,
"step": 85
},
{
"epoch": 1.139240506329114,
"grad_norm": 2.921219837737029,
"learning_rate": 1.903693477637204e-05,
"loss": 0.6683,
"step": 90
},
{
"epoch": 1.2025316455696202,
"grad_norm": 3.1078224489011683,
"learning_rate": 1.883869132745561e-05,
"loss": 0.653,
"step": 95
},
{
"epoch": 1.2658227848101267,
"grad_norm": 2.8280645620621874,
"learning_rate": 1.862314572520028e-05,
"loss": 0.6501,
"step": 100
},
{
"epoch": 1.3291139240506329,
"grad_norm": 2.920193489057834,
"learning_rate": 1.8390719910244487e-05,
"loss": 0.647,
"step": 105
},
{
"epoch": 1.3924050632911391,
"grad_norm": 2.647561794905359,
"learning_rate": 1.8141868867035745e-05,
"loss": 0.6531,
"step": 110
},
{
"epoch": 1.4556962025316456,
"grad_norm": 2.7660605803019447,
"learning_rate": 1.7877079733177185e-05,
"loss": 0.6232,
"step": 115
},
{
"epoch": 1.518987341772152,
"grad_norm": 2.497219995540892,
"learning_rate": 1.759687084583285e-05,
"loss": 0.6401,
"step": 120
},
{
"epoch": 1.5822784810126582,
"grad_norm": 2.447623483254921,
"learning_rate": 1.7301790727058344e-05,
"loss": 0.6592,
"step": 125
},
{
"epoch": 1.6455696202531644,
"grad_norm": 2.4783693483832563,
"learning_rate": 1.6992417010043144e-05,
"loss": 0.6441,
"step": 130
},
{
"epoch": 1.7088607594936709,
"grad_norm": 2.348228472338975,
"learning_rate": 1.666935530836651e-05,
"loss": 0.6439,
"step": 135
},
{
"epoch": 1.7721518987341773,
"grad_norm": 2.316917620320839,
"learning_rate": 1.6333238030480473e-05,
"loss": 0.6572,
"step": 140
},
{
"epoch": 1.8354430379746836,
"grad_norm": 2.614503810192861,
"learning_rate": 1.5984723141740578e-05,
"loss": 0.6764,
"step": 145
},
{
"epoch": 1.8987341772151898,
"grad_norm": 2.452736422029602,
"learning_rate": 1.562449287640781e-05,
"loss": 0.6555,
"step": 150
},
{
"epoch": 1.9620253164556962,
"grad_norm": 2.737510300725156,
"learning_rate": 1.5253252402142989e-05,
"loss": 0.6454,
"step": 155
},
{
"epoch": 2.0,
"eval_loss": 0.33173683285713196,
"eval_runtime": 213.2106,
"eval_samples_per_second": 47.394,
"eval_steps_per_second": 0.741,
"step": 158
},
{
"epoch": 2.0253164556962027,
"grad_norm": 3.9057198522311167,
"learning_rate": 1.4871728439607967e-05,
"loss": 0.5134,
"step": 160
},
{
"epoch": 2.088607594936709,
"grad_norm": 3.4868328352161817,
"learning_rate": 1.4480667839875786e-05,
"loss": 0.3096,
"step": 165
},
{
"epoch": 2.151898734177215,
"grad_norm": 2.9717493172755014,
"learning_rate": 1.408083612243465e-05,
"loss": 0.2909,
"step": 170
},
{
"epoch": 2.2151898734177213,
"grad_norm": 2.642444961402327,
"learning_rate": 1.367301597664757e-05,
"loss": 0.2837,
"step": 175
},
{
"epoch": 2.278481012658228,
"grad_norm": 2.3997899647768346,
"learning_rate": 1.3258005729601178e-05,
"loss": 0.2818,
"step": 180
},
{
"epoch": 2.3417721518987342,
"grad_norm": 2.7423823494323774,
"learning_rate": 1.2836617783342968e-05,
"loss": 0.2907,
"step": 185
},
{
"epoch": 2.4050632911392404,
"grad_norm": 2.3807259553082276,
"learning_rate": 1.2409677024566145e-05,
"loss": 0.2872,
"step": 190
},
{
"epoch": 2.4683544303797467,
"grad_norm": 2.336572941961749,
"learning_rate": 1.1978019209855174e-05,
"loss": 0.2866,
"step": 195
},
{
"epoch": 2.5316455696202533,
"grad_norm": 2.2601309613900757,
"learning_rate": 1.1542489329653024e-05,
"loss": 0.2945,
"step": 200
},
{
"epoch": 2.5949367088607596,
"grad_norm": 2.3050926972713968,
"learning_rate": 1.11039399541527e-05,
"loss": 0.2937,
"step": 205
},
{
"epoch": 2.6582278481012658,
"grad_norm": 2.221130883158219,
"learning_rate": 1.066322956435104e-05,
"loss": 0.2961,
"step": 210
},
{
"epoch": 2.721518987341772,
"grad_norm": 2.270387701106379,
"learning_rate": 1.022122087153187e-05,
"loss": 0.2965,
"step": 215
},
{
"epoch": 2.7848101265822782,
"grad_norm": 2.279056997659604,
"learning_rate": 9.778779128468133e-06,
"loss": 0.2964,
"step": 220
},
{
"epoch": 2.848101265822785,
"grad_norm": 2.1417041666216696,
"learning_rate": 9.336770435648963e-06,
"loss": 0.2931,
"step": 225
},
{
"epoch": 2.911392405063291,
"grad_norm": 2.439196726609028,
"learning_rate": 8.896060045847305e-06,
"loss": 0.2977,
"step": 230
},
{
"epoch": 2.9746835443037973,
"grad_norm": 2.2397521488796417,
"learning_rate": 8.457510670346976e-06,
"loss": 0.2926,
"step": 235
},
{
"epoch": 3.0,
"eval_loss": 0.12934371829032898,
"eval_runtime": 213.237,
"eval_samples_per_second": 47.389,
"eval_steps_per_second": 0.741,
"step": 237
},
{
"epoch": 3.037974683544304,
"grad_norm": 2.2704813832171142,
"learning_rate": 8.021980790144828e-06,
"loss": 0.199,
"step": 240
},
{
"epoch": 3.1012658227848102,
"grad_norm": 2.132226843273487,
"learning_rate": 7.590322975433857e-06,
"loss": 0.1128,
"step": 245
},
{
"epoch": 3.1645569620253164,
"grad_norm": 2.0782142465832236,
"learning_rate": 7.163382216657033e-06,
"loss": 0.1129,
"step": 250
},
{
"epoch": 3.2278481012658227,
"grad_norm": 1.761669140987703,
"learning_rate": 6.741994270398826e-06,
"loss": 0.1099,
"step": 255
},
{
"epoch": 3.291139240506329,
"grad_norm": 1.717634933034142,
"learning_rate": 6.326984023352435e-06,
"loss": 0.1086,
"step": 260
},
{
"epoch": 3.3544303797468356,
"grad_norm": 1.6608157157785954,
"learning_rate": 5.919163877565351e-06,
"loss": 0.1068,
"step": 265
},
{
"epoch": 3.4177215189873418,
"grad_norm": 1.6064024695135044,
"learning_rate": 5.519332160124215e-06,
"loss": 0.1101,
"step": 270
},
{
"epoch": 3.481012658227848,
"grad_norm": 1.6349645931027217,
"learning_rate": 5.128271560392037e-06,
"loss": 0.1074,
"step": 275
},
{
"epoch": 3.5443037974683547,
"grad_norm": 1.7679069294086043,
"learning_rate": 4.746747597857014e-06,
"loss": 0.1118,
"step": 280
},
{
"epoch": 3.607594936708861,
"grad_norm": 1.5530405205049536,
"learning_rate": 4.375507123592194e-06,
"loss": 0.1077,
"step": 285
},
{
"epoch": 3.670886075949367,
"grad_norm": 1.5871889705183277,
"learning_rate": 4.015276858259427e-06,
"loss": 0.1082,
"step": 290
},
{
"epoch": 3.7341772151898733,
"grad_norm": 1.5985959451025067,
"learning_rate": 3.6667619695195287e-06,
"loss": 0.1063,
"step": 295
},
{
"epoch": 3.7974683544303796,
"grad_norm": 1.567040797684349,
"learning_rate": 3.330644691633492e-06,
"loss": 0.1067,
"step": 300
},
{
"epoch": 3.8607594936708862,
"grad_norm": 1.6098560275600409,
"learning_rate": 3.00758298995686e-06,
"loss": 0.1045,
"step": 305
},
{
"epoch": 3.9240506329113924,
"grad_norm": 1.495424841878041,
"learning_rate": 2.698209272941659e-06,
"loss": 0.1076,
"step": 310
},
{
"epoch": 3.9873417721518987,
"grad_norm": 1.4612235257248143,
"learning_rate": 2.403129154167153e-06,
"loss": 0.1048,
"step": 315
},
{
"epoch": 4.0,
"eval_loss": 0.054249346256256104,
"eval_runtime": 213.4038,
"eval_samples_per_second": 47.352,
"eval_steps_per_second": 0.74,
"step": 316
},
{
"epoch": 4.050632911392405,
"grad_norm": 0.8970304833218358,
"learning_rate": 2.1229202668228197e-06,
"loss": 0.0643,
"step": 320
},
{
"epoch": 4.113924050632911,
"grad_norm": 1.3031778574429476,
"learning_rate": 1.8581311329642592e-06,
"loss": 0.0496,
"step": 325
},
{
"epoch": 4.177215189873418,
"grad_norm": 1.0494986965992847,
"learning_rate": 1.609280089755515e-06,
"loss": 0.0498,
"step": 330
},
{
"epoch": 4.2405063291139244,
"grad_norm": 0.8871889072165642,
"learning_rate": 1.3768542747997215e-06,
"loss": 0.048,
"step": 335
},
{
"epoch": 4.30379746835443,
"grad_norm": 0.8947823783464494,
"learning_rate": 1.161308672544389e-06,
"loss": 0.0491,
"step": 340
},
{
"epoch": 4.367088607594937,
"grad_norm": 0.8681171283598373,
"learning_rate": 9.630652236279626e-07,
"loss": 0.0467,
"step": 345
},
{
"epoch": 4.430379746835443,
"grad_norm": 0.8483515397273593,
"learning_rate": 7.825119989112173e-07,
"loss": 0.0474,
"step": 350
},
{
"epoch": 4.493670886075949,
"grad_norm": 0.883073997111795,
"learning_rate": 6.200024398103255e-07,
"loss": 0.0461,
"step": 355
},
{
"epoch": 4.556962025316456,
"grad_norm": 0.8423665781515933,
"learning_rate": 4.7585466641868696e-07,
"loss": 0.0474,
"step": 360
},
{
"epoch": 4.620253164556962,
"grad_norm": 1.0038851569615406,
"learning_rate": 3.5035085477190143e-07,
"loss": 0.0476,
"step": 365
},
{
"epoch": 4.6835443037974684,
"grad_norm": 0.9089402076181121,
"learning_rate": 2.4373668447493225e-07,
"loss": 0.0467,
"step": 370
},
{
"epoch": 4.746835443037975,
"grad_norm": 0.8530919153878059,
"learning_rate": 1.562208577727442e-07,
"loss": 0.0469,
"step": 375
},
{
"epoch": 4.810126582278481,
"grad_norm": 0.8298393668849166,
"learning_rate": 8.797469100585432e-08,
"loss": 0.0481,
"step": 380
},
{
"epoch": 4.8734177215189876,
"grad_norm": 0.986632852960438,
"learning_rate": 3.913177925055189e-08,
"loss": 0.0471,
"step": 385
},
{
"epoch": 4.936708860759493,
"grad_norm": 0.9075462948662969,
"learning_rate": 9.78773480026396e-09,
"loss": 0.0474,
"step": 390
},
{
"epoch": 5.0,
"grad_norm": 0.7480159011876264,
"learning_rate": 0.0,
"loss": 0.0465,
"step": 395
},
{
"epoch": 5.0,
"eval_loss": 0.039588429033756256,
"eval_runtime": 213.3054,
"eval_samples_per_second": 47.373,
"eval_steps_per_second": 0.741,
"step": 395
},
{
"epoch": 5.0,
"step": 395,
"total_flos": 165305238159360.0,
"train_loss": 0.43836132314386245,
"train_runtime": 6288.8643,
"train_samples_per_second": 8.034,
"train_steps_per_second": 0.063
}
],
"logging_steps": 5,
"max_steps": 395,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"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": 165305238159360.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}