afriteva_small_5k_lora / trainer_state.json
ahmadmwali's picture
Manual upload of Model and tokenizer from best checkpoint
c506d9c verified
{
"best_global_step": 1560,
"best_metric": 0.2530927062034607,
"best_model_checkpoint": "/content/drive/MyDrive/train_results/results_t5/afriteva_small-lora/checkpoint-1560",
"epoch": 4.9856,
"eval_steps": 500,
"global_step": 1560,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.16,
"grad_norm": 0.5537114143371582,
"learning_rate": 0.00019371794871794873,
"loss": 2.1644,
"step": 50
},
{
"epoch": 0.32,
"grad_norm": 0.45213383436203003,
"learning_rate": 0.00018730769230769232,
"loss": 0.5264,
"step": 100
},
{
"epoch": 0.48,
"grad_norm": 0.5010946393013,
"learning_rate": 0.00018089743589743592,
"loss": 0.4825,
"step": 150
},
{
"epoch": 0.64,
"grad_norm": 0.564462423324585,
"learning_rate": 0.00017448717948717948,
"loss": 0.4543,
"step": 200
},
{
"epoch": 0.8,
"grad_norm": 0.4424746334552765,
"learning_rate": 0.00016807692307692308,
"loss": 0.4352,
"step": 250
},
{
"epoch": 0.96,
"grad_norm": 0.5562136173248291,
"learning_rate": 0.00016166666666666668,
"loss": 0.4672,
"step": 300
},
{
"epoch": 1.0,
"eval_bleu": 0.08270094772255246,
"eval_cer": 1.8354712455333493,
"eval_f1": 0.3748111649810917,
"eval_loss": 0.3291796147823334,
"eval_meteor": 0.23279765588863582,
"eval_runtime": 511.3288,
"eval_samples_per_second": 1.956,
"eval_steps_per_second": 0.244,
"eval_wer": 2.0786608462932272,
"step": 313
},
{
"epoch": 1.1184,
"grad_norm": 0.5687721967697144,
"learning_rate": 0.00015525641025641027,
"loss": 0.4037,
"step": 350
},
{
"epoch": 1.2784,
"grad_norm": 0.6549445390701294,
"learning_rate": 0.00014884615384615387,
"loss": 0.4223,
"step": 400
},
{
"epoch": 1.4384000000000001,
"grad_norm": 0.4887824058532715,
"learning_rate": 0.00014243589743589746,
"loss": 0.4199,
"step": 450
},
{
"epoch": 1.5984,
"grad_norm": 0.9961332082748413,
"learning_rate": 0.00013602564102564103,
"loss": 0.398,
"step": 500
},
{
"epoch": 1.7584,
"grad_norm": 0.5644873380661011,
"learning_rate": 0.00012961538461538462,
"loss": 0.4103,
"step": 550
},
{
"epoch": 1.9184,
"grad_norm": 0.657461404800415,
"learning_rate": 0.00012320512820512822,
"loss": 0.3996,
"step": 600
},
{
"epoch": 2.0,
"eval_bleu": 0.1514995756426066,
"eval_cer": 1.0595959091289082,
"eval_f1": 0.4719226776684196,
"eval_loss": 0.28840696811676025,
"eval_meteor": 0.33743098014851813,
"eval_runtime": 423.4149,
"eval_samples_per_second": 2.362,
"eval_steps_per_second": 0.295,
"eval_wer": 1.215563584359524,
"step": 626
},
{
"epoch": 2.0768,
"grad_norm": 0.5938355326652527,
"learning_rate": 0.00011679487179487181,
"loss": 0.3942,
"step": 650
},
{
"epoch": 2.2368,
"grad_norm": 0.6994353532791138,
"learning_rate": 0.0001103846153846154,
"loss": 0.3769,
"step": 700
},
{
"epoch": 2.3968,
"grad_norm": 0.5972464680671692,
"learning_rate": 0.00010397435897435899,
"loss": 0.3852,
"step": 750
},
{
"epoch": 2.5568,
"grad_norm": 0.5828729867935181,
"learning_rate": 9.756410256410257e-05,
"loss": 0.3734,
"step": 800
},
{
"epoch": 2.7168,
"grad_norm": 0.5360562205314636,
"learning_rate": 9.115384615384615e-05,
"loss": 0.3733,
"step": 850
},
{
"epoch": 2.8768000000000002,
"grad_norm": 0.8126237392425537,
"learning_rate": 8.474358974358975e-05,
"loss": 0.3894,
"step": 900
},
{
"epoch": 3.0,
"eval_bleu": 0.21915803298526138,
"eval_cer": 0.7264520084511871,
"eval_f1": 0.5427453765644922,
"eval_loss": 0.26605311036109924,
"eval_meteor": 0.42146616013366456,
"eval_runtime": 356.3085,
"eval_samples_per_second": 2.807,
"eval_steps_per_second": 0.351,
"eval_wer": 0.899910051039441,
"step": 939
},
{
"epoch": 3.0352,
"grad_norm": 0.5388778448104858,
"learning_rate": 7.833333333333333e-05,
"loss": 0.3593,
"step": 950
},
{
"epoch": 3.1952,
"grad_norm": 0.5763868689537048,
"learning_rate": 7.192307692307693e-05,
"loss": 0.3458,
"step": 1000
},
{
"epoch": 3.3552,
"grad_norm": 0.6290721893310547,
"learning_rate": 6.551282051282052e-05,
"loss": 0.3717,
"step": 1050
},
{
"epoch": 3.5152,
"grad_norm": 0.6682249903678894,
"learning_rate": 5.910256410256411e-05,
"loss": 0.3753,
"step": 1100
},
{
"epoch": 3.6752000000000002,
"grad_norm": 0.6957021951675415,
"learning_rate": 5.26923076923077e-05,
"loss": 0.3488,
"step": 1150
},
{
"epoch": 3.8352,
"grad_norm": 0.7361820936203003,
"learning_rate": 4.6282051282051287e-05,
"loss": 0.3457,
"step": 1200
},
{
"epoch": 3.9952,
"grad_norm": 0.8249253034591675,
"learning_rate": 3.9871794871794875e-05,
"loss": 0.3807,
"step": 1250
},
{
"epoch": 4.0,
"eval_bleu": 0.24594694557092867,
"eval_cer": 0.6551059613798427,
"eval_f1": 0.568844715510053,
"eval_loss": 0.25580132007598877,
"eval_meteor": 0.4567788944718627,
"eval_runtime": 348.0291,
"eval_samples_per_second": 2.873,
"eval_steps_per_second": 0.359,
"eval_wer": 0.825159759352005,
"step": 1252
},
{
"epoch": 4.1536,
"grad_norm": 0.5967223644256592,
"learning_rate": 3.346153846153846e-05,
"loss": 0.3382,
"step": 1300
},
{
"epoch": 4.3136,
"grad_norm": 0.7052249312400818,
"learning_rate": 2.705128205128205e-05,
"loss": 0.3547,
"step": 1350
},
{
"epoch": 4.4736,
"grad_norm": 0.5930851697921753,
"learning_rate": 2.064102564102564e-05,
"loss": 0.3653,
"step": 1400
},
{
"epoch": 4.6336,
"grad_norm": 0.6970656514167786,
"learning_rate": 1.423076923076923e-05,
"loss": 0.3452,
"step": 1450
},
{
"epoch": 4.7936,
"grad_norm": 0.6488224267959595,
"learning_rate": 7.82051282051282e-06,
"loss": 0.3574,
"step": 1500
},
{
"epoch": 4.9536,
"grad_norm": 0.6191901564598083,
"learning_rate": 1.4102564102564104e-06,
"loss": 0.3494,
"step": 1550
},
{
"epoch": 4.9856,
"eval_bleu": 0.2540393999718943,
"eval_cer": 0.5949038795235092,
"eval_f1": 0.5773283287693705,
"eval_loss": 0.2530927062034607,
"eval_meteor": 0.46690054172490514,
"eval_runtime": 345.3776,
"eval_samples_per_second": 2.895,
"eval_steps_per_second": 0.362,
"eval_wer": 0.7849787451961843,
"step": 1560
}
],
"logging_steps": 50,
"max_steps": 1560,
"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": 1709484225331200.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}