longformer-sep_tok / checkpoint-41 /trainer_state.json
Theoreticallyhugo's picture
Training in progress, epoch 1, checkpoint
5543586 verified
raw
history blame
1.78 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 41,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_Claim": {
"f1-score": 0.44004597114033966,
"precision": 0.4827682824320538,
"recall": 0.4042702956358517,
"support": 4262.0
},
"eval_MajorClaim": {
"f1-score": 0.586141817201402,
"precision": 0.7040155440414507,
"recall": 0.5020785219399538,
"support": 2165.0
},
"eval_O": {
"f1-score": 0.9822272404131643,
"precision": 0.9970286102385602,
"recall": 0.967858908851162,
"support": 12134.0
},
"eval_Premise": {
"f1-score": 0.8781489890799006,
"precision": 0.8283247212401414,
"recall": 0.9343507937725286,
"support": 13039.0
},
"eval_accuracy": 0.8461075949367088,
"eval_loss": 0.36429232358932495,
"eval_macro avg": {
"f1-score": 0.7216410044587016,
"precision": 0.7530342894880515,
"recall": 0.7021396300498741,
"support": 31600.0
},
"eval_runtime": 1.4036,
"eval_samples_per_second": 56.996,
"eval_steps_per_second": 7.125,
"eval_weighted avg": {
"f1-score": 0.8390190812350419,
"precision": 0.8379817490335457,
"recall": 0.8461075949367088,
"support": 31600.0
},
"step": 41
}
],
"logging_steps": 500,
"max_steps": 656,
"num_input_tokens_seen": 0,
"num_train_epochs": 16,
"save_steps": 500,
"total_flos": 143788732726800.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}