gpt2-instruct / checkpoint-536 /trainer_state.json
helloadhavan's picture
Upload folder using huggingface_hub
8702348 verified
Raw History Blame Contribute Delete
11 kB
{
"best_global_step": 536,
"best_metric": 2.8649895191192627,
"best_model_checkpoint": "gpt2-finetuned/checkpoint-536",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 536,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.037383177570093455,
"grad_norm": 4.323858737945557,
"learning_rate": 1.0588235294117648e-05,
"loss": 3.5710372924804688,
"step": 10
},
{
"epoch": 0.07476635514018691,
"grad_norm": 3.9307808876037598,
"learning_rate": 1.9922928709055876e-05,
"loss": 3.3915550231933596,
"step": 20
},
{
"epoch": 0.11214953271028037,
"grad_norm": 3.703219175338745,
"learning_rate": 1.9537572254335264e-05,
"loss": 3.30927734375,
"step": 30
},
{
"epoch": 0.14953271028037382,
"grad_norm": 3.3923251628875732,
"learning_rate": 1.9152215799614644e-05,
"loss": 3.2569236755371094,
"step": 40
},
{
"epoch": 0.18691588785046728,
"grad_norm": 3.6839487552642822,
"learning_rate": 1.8766859344894028e-05,
"loss": 3.2078022003173827,
"step": 50
},
{
"epoch": 0.22429906542056074,
"grad_norm": 3.1598305702209473,
"learning_rate": 1.838150289017341e-05,
"loss": 3.1958980560302734,
"step": 60
},
{
"epoch": 0.2616822429906542,
"grad_norm": 3.5608792304992676,
"learning_rate": 1.7996146435452795e-05,
"loss": 3.1352081298828125,
"step": 70
},
{
"epoch": 0.29906542056074764,
"grad_norm": 3.694288492202759,
"learning_rate": 1.761078998073218e-05,
"loss": 3.1180818557739256,
"step": 80
},
{
"epoch": 0.3364485981308411,
"grad_norm": 3.2345361709594727,
"learning_rate": 1.722543352601156e-05,
"loss": 3.121156692504883,
"step": 90
},
{
"epoch": 0.37383177570093457,
"grad_norm": 2.8083014488220215,
"learning_rate": 1.6840077071290947e-05,
"loss": 3.091750907897949,
"step": 100
},
{
"epoch": 0.411214953271028,
"grad_norm": 3.5092177391052246,
"learning_rate": 1.645472061657033e-05,
"loss": 3.085820198059082,
"step": 110
},
{
"epoch": 0.4485981308411215,
"grad_norm": 3.606647491455078,
"learning_rate": 1.606936416184971e-05,
"loss": 3.103367233276367,
"step": 120
},
{
"epoch": 0.48598130841121495,
"grad_norm": 2.9848923683166504,
"learning_rate": 1.5684007707129095e-05,
"loss": 3.1185840606689452,
"step": 130
},
{
"epoch": 0.5233644859813084,
"grad_norm": 3.9700093269348145,
"learning_rate": 1.529865125240848e-05,
"loss": 3.111907386779785,
"step": 140
},
{
"epoch": 0.5607476635514018,
"grad_norm": 4.307053565979004,
"learning_rate": 1.4913294797687862e-05,
"loss": 3.1015724182128905,
"step": 150
},
{
"epoch": 0.5981308411214953,
"grad_norm": 4.230574607849121,
"learning_rate": 1.4527938342967245e-05,
"loss": 3.1573991775512695,
"step": 160
},
{
"epoch": 0.6355140186915887,
"grad_norm": 3.484198808670044,
"learning_rate": 1.414258188824663e-05,
"loss": 3.09665470123291,
"step": 170
},
{
"epoch": 0.6728971962616822,
"grad_norm": 3.7458720207214355,
"learning_rate": 1.3757225433526014e-05,
"loss": 3.0797067642211915,
"step": 180
},
{
"epoch": 0.7102803738317757,
"grad_norm": 3.599705457687378,
"learning_rate": 1.3371868978805396e-05,
"loss": 3.02014045715332,
"step": 190
},
{
"epoch": 0.7476635514018691,
"grad_norm": 3.341883659362793,
"learning_rate": 1.298651252408478e-05,
"loss": 3.0037511825561523,
"step": 200
},
{
"epoch": 0.7850467289719626,
"grad_norm": 3.6026880741119385,
"learning_rate": 1.2601156069364162e-05,
"loss": 2.995482063293457,
"step": 210
},
{
"epoch": 0.822429906542056,
"grad_norm": 3.875734329223633,
"learning_rate": 1.2215799614643546e-05,
"loss": 3.0261470794677736,
"step": 220
},
{
"epoch": 0.8598130841121495,
"grad_norm": 3.5683584213256836,
"learning_rate": 1.1830443159922928e-05,
"loss": 2.9946710586547853,
"step": 230
},
{
"epoch": 0.897196261682243,
"grad_norm": 4.219651699066162,
"learning_rate": 1.1445086705202313e-05,
"loss": 3.067545509338379,
"step": 240
},
{
"epoch": 0.9345794392523364,
"grad_norm": 3.2647459506988525,
"learning_rate": 1.1059730250481697e-05,
"loss": 3.047348976135254,
"step": 250
},
{
"epoch": 0.9719626168224299,
"grad_norm": 3.6350138187408447,
"learning_rate": 1.067437379576108e-05,
"loss": 3.044650077819824,
"step": 260
},
{
"epoch": 1.0,
"eval_loss": 2.9178810119628906,
"eval_runtime": 22.6583,
"eval_samples_per_second": 41.927,
"eval_steps_per_second": 20.964,
"step": 268
},
{
"epoch": 1.0074766355140188,
"grad_norm": 3.5870800018310547,
"learning_rate": 1.0289017341040463e-05,
"loss": 2.9937585830688476,
"step": 270
},
{
"epoch": 1.0448598130841122,
"grad_norm": 4.361166000366211,
"learning_rate": 9.903660886319847e-06,
"loss": 3.0103271484375,
"step": 280
},
{
"epoch": 1.0822429906542057,
"grad_norm": 3.9424304962158203,
"learning_rate": 9.51830443159923e-06,
"loss": 2.9879344940185546,
"step": 290
},
{
"epoch": 1.1196261682242992,
"grad_norm": 4.069947719573975,
"learning_rate": 9.132947976878613e-06,
"loss": 2.987399673461914,
"step": 300
},
{
"epoch": 1.1570093457943926,
"grad_norm": 4.206397533416748,
"learning_rate": 8.747591522157996e-06,
"loss": 2.9407649993896485,
"step": 310
},
{
"epoch": 1.194392523364486,
"grad_norm": 4.135429382324219,
"learning_rate": 8.36223506743738e-06,
"loss": 2.9791286468505858,
"step": 320
},
{
"epoch": 1.2317757009345796,
"grad_norm": 4.783056259155273,
"learning_rate": 7.976878612716764e-06,
"loss": 2.982815742492676,
"step": 330
},
{
"epoch": 1.269158878504673,
"grad_norm": 4.636116981506348,
"learning_rate": 7.591522157996147e-06,
"loss": 3.0075199127197267,
"step": 340
},
{
"epoch": 1.3065420560747665,
"grad_norm": 4.425142765045166,
"learning_rate": 7.206165703275531e-06,
"loss": 3.0005060195922852,
"step": 350
},
{
"epoch": 1.34392523364486,
"grad_norm": 3.986107349395752,
"learning_rate": 6.820809248554914e-06,
"loss": 2.9552526473999023,
"step": 360
},
{
"epoch": 1.3813084112149534,
"grad_norm": 4.123307228088379,
"learning_rate": 6.435452793834297e-06,
"loss": 2.9348220825195312,
"step": 370
},
{
"epoch": 1.4186915887850469,
"grad_norm": 4.234403133392334,
"learning_rate": 6.0500963391136806e-06,
"loss": 2.963719940185547,
"step": 380
},
{
"epoch": 1.45607476635514,
"grad_norm": 5.90896463394165,
"learning_rate": 5.664739884393064e-06,
"loss": 2.98101749420166,
"step": 390
},
{
"epoch": 1.4934579439252336,
"grad_norm": 3.8738784790039062,
"learning_rate": 5.279383429672448e-06,
"loss": 2.9381120681762694,
"step": 400
},
{
"epoch": 1.5308411214953273,
"grad_norm": 4.2729268074035645,
"learning_rate": 4.894026974951831e-06,
"loss": 3.004109191894531,
"step": 410
},
{
"epoch": 1.5682242990654207,
"grad_norm": 4.344122886657715,
"learning_rate": 4.508670520231214e-06,
"loss": 2.8942329406738283,
"step": 420
},
{
"epoch": 1.6056074766355142,
"grad_norm": 4.170741081237793,
"learning_rate": 4.123314065510597e-06,
"loss": 2.9949222564697267,
"step": 430
},
{
"epoch": 1.6429906542056076,
"grad_norm": 4.825467109680176,
"learning_rate": 3.7379576107899813e-06,
"loss": 2.9415472030639647,
"step": 440
},
{
"epoch": 1.680373831775701,
"grad_norm": 4.231213569641113,
"learning_rate": 3.3526011560693642e-06,
"loss": 2.94517822265625,
"step": 450
},
{
"epoch": 1.7177570093457943,
"grad_norm": 4.937946319580078,
"learning_rate": 2.9672447013487476e-06,
"loss": 3.005815315246582,
"step": 460
},
{
"epoch": 1.7551401869158878,
"grad_norm": 4.124006748199463,
"learning_rate": 2.5818882466281314e-06,
"loss": 2.965633201599121,
"step": 470
},
{
"epoch": 1.7925233644859813,
"grad_norm": 3.962216854095459,
"learning_rate": 2.1965317919075148e-06,
"loss": 2.9793548583984375,
"step": 480
},
{
"epoch": 1.8299065420560747,
"grad_norm": 4.627573013305664,
"learning_rate": 1.8111753371868982e-06,
"loss": 2.9587646484375,
"step": 490
},
{
"epoch": 1.8672897196261682,
"grad_norm": 5.371633529663086,
"learning_rate": 1.4258188824662813e-06,
"loss": 2.9544118881225585,
"step": 500
},
{
"epoch": 1.9046728971962616,
"grad_norm": 4.382261276245117,
"learning_rate": 1.040462427745665e-06,
"loss": 2.9408926010131835,
"step": 510
},
{
"epoch": 1.9420560747663551,
"grad_norm": 4.642389297485352,
"learning_rate": 6.551059730250482e-07,
"loss": 2.942763328552246,
"step": 520
},
{
"epoch": 1.9794392523364486,
"grad_norm": 4.728512763977051,
"learning_rate": 2.697495183044316e-07,
"loss": 2.9559442520141603,
"step": 530
},
{
"epoch": 2.0,
"eval_loss": 2.8649895191192627,
"eval_runtime": 22.662,
"eval_samples_per_second": 41.92,
"eval_steps_per_second": 20.96,
"step": 536
}
],
"logging_steps": 10,
"max_steps": 536,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 54,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5813915102208000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}