indicbert_ur / trainer_state.json
anwesham's picture
Upload trainer_state.json
94d91d5
raw
history blame
4.42 kB
{
"best_metric": 0.16890692710876465,
"best_model_checkpoint": "./indic_ur/checkpoint-6250",
"epoch": 5.0,
"global_step": 6250,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.4,
"learning_rate": 1.885714285714286e-05,
"loss": 0.8064,
"step": 500
},
{
"epoch": 0.8,
"learning_rate": 1.7714285714285717e-05,
"loss": 0.5114,
"step": 1000
},
{
"epoch": 1.0,
"eval_LOC_f1": 0.8276643990929706,
"eval_ORG_f1": 0.6985534297713485,
"eval_PER_f1": 0.6433615819209039,
"eval_loss": 0.41389304399490356,
"eval_overall_accuracy": 0.8477015558698727,
"eval_overall_f1": 0.7343858431644692,
"eval_overall_precision": 0.7192863211554801,
"eval_overall_recall": 0.7501329080276449,
"eval_runtime": 7.4875,
"eval_samples_per_second": 133.557,
"eval_steps_per_second": 8.414,
"step": 1250
},
{
"epoch": 1.2,
"learning_rate": 1.6571428571428574e-05,
"loss": 0.4147,
"step": 1500
},
{
"epoch": 1.6,
"learning_rate": 1.542857142857143e-05,
"loss": 0.3518,
"step": 2000
},
{
"epoch": 2.0,
"learning_rate": 1.4285714285714287e-05,
"loss": 0.3117,
"step": 2500
},
{
"epoch": 2.0,
"eval_LOC_f1": 0.875703564727955,
"eval_ORG_f1": 0.8162930563149262,
"eval_PER_f1": 0.8648328896776102,
"eval_loss": 0.25353190302848816,
"eval_overall_accuracy": 0.9142857142857143,
"eval_overall_f1": 0.8532248075732106,
"eval_overall_precision": 0.8519434628975265,
"eval_overall_recall": 0.8545100124047492,
"eval_runtime": 7.6113,
"eval_samples_per_second": 131.384,
"eval_steps_per_second": 8.277,
"step": 2500
},
{
"epoch": 2.4,
"learning_rate": 1.3142857142857145e-05,
"loss": 0.2388,
"step": 3000
},
{
"epoch": 2.8,
"learning_rate": 1.2e-05,
"loss": 0.2468,
"step": 3500
},
{
"epoch": 3.0,
"eval_LOC_f1": 0.8871085214857976,
"eval_ORG_f1": 0.8523093447905478,
"eval_PER_f1": 0.8841001747233547,
"eval_loss": 0.21500876545906067,
"eval_overall_accuracy": 0.9272277227722773,
"eval_overall_f1": 0.8747007182761373,
"eval_overall_precision": 0.8753993610223643,
"eval_overall_recall": 0.8740031897926634,
"eval_runtime": 7.4281,
"eval_samples_per_second": 134.624,
"eval_steps_per_second": 8.481,
"step": 3750
},
{
"epoch": 3.2,
"learning_rate": 1.0857142857142858e-05,
"loss": 0.2071,
"step": 4000
},
{
"epoch": 3.6,
"learning_rate": 9.714285714285715e-06,
"loss": 0.1688,
"step": 4500
},
{
"epoch": 4.0,
"learning_rate": 8.571428571428571e-06,
"loss": 0.1752,
"step": 5000
},
{
"epoch": 4.0,
"eval_LOC_f1": 0.902119552274351,
"eval_ORG_f1": 0.870843000773395,
"eval_PER_f1": 0.8982737361282367,
"eval_loss": 0.20536212623119354,
"eval_overall_accuracy": 0.936987270155587,
"eval_overall_f1": 0.890302066772655,
"eval_overall_precision": 0.8874801901743264,
"eval_overall_recall": 0.8931419457735247,
"eval_runtime": 7.3438,
"eval_samples_per_second": 136.17,
"eval_steps_per_second": 8.579,
"step": 5000
},
{
"epoch": 4.4,
"learning_rate": 7.428571428571429e-06,
"loss": 0.1226,
"step": 5500
},
{
"epoch": 4.8,
"learning_rate": 6.285714285714286e-06,
"loss": 0.1241,
"step": 6000
},
{
"epoch": 5.0,
"eval_LOC_f1": 0.9250525332710716,
"eval_ORG_f1": 0.9045801526717557,
"eval_PER_f1": 0.9203379601689801,
"eval_loss": 0.16890692710876465,
"eval_overall_accuracy": 0.9524045261669024,
"eval_overall_f1": 0.9169995561473592,
"eval_overall_precision": 0.9187122020633227,
"eval_overall_recall": 0.9152932837143364,
"eval_runtime": 7.4827,
"eval_samples_per_second": 133.642,
"eval_steps_per_second": 8.419,
"step": 6250
}
],
"max_steps": 8750,
"num_train_epochs": 7,
"total_flos": 212723461717536.0,
"trial_name": null,
"trial_params": null
}