longformer-sep_tok / checkpoint-162 /trainer_state.json
Theoreticallyhugo's picture
Training in progress, epoch 2, checkpoint
47944a3 verified
raw
history blame
3.08 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 2.0,
"eval_steps": 500,
"global_step": 162,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_Claim": {
"f1-score": 0.5724454649827784,
"precision": 0.6002889477486154,
"recall": 0.5470704410796576,
"support": 4557.0
},
"eval_MajorClaim": {
"f1-score": 0.7860447185813415,
"precision": 0.698526892771497,
"recall": 0.8986337593653592,
"support": 2269.0
},
"eval_O": {
"f1-score": 0.9987820830889982,
"precision": 0.9975671292124707,
"recall": 1.0,
"support": 11071.0
},
"eval_Premise": {
"f1-score": 0.8965445389824622,
"precision": 0.9051258677512096,
"recall": 0.8881243979633962,
"support": 14534.0
},
"eval_accuracy": 0.8791279948197712,
"eval_loss": 0.3157936632633209,
"eval_macro avg": {
"f1-score": 0.8134542014088951,
"precision": 0.8003772093709481,
"recall": 0.8334571496021033,
"support": 32431.0
},
"eval_runtime": 4.8184,
"eval_samples_per_second": 16.603,
"eval_steps_per_second": 2.075,
"eval_weighted avg": {
"f1-score": 0.8781740995293698,
"precision": 0.8793943851252293,
"recall": 0.8791279948197712,
"support": 32431.0
},
"step": 81
},
{
"epoch": 2.0,
"eval_Claim": {
"f1-score": 0.6090644692195831,
"precision": 0.680108254397835,
"recall": 0.5514592933947773,
"support": 4557.0
},
"eval_MajorClaim": {
"f1-score": 0.8585858585858586,
"precision": 0.8960229995208433,
"recall": 0.8241516086381666,
"support": 2269.0
},
"eval_O": {
"f1-score": 0.999458141425088,
"precision": 0.9992776523702032,
"recall": 0.9996386956914461,
"support": 11071.0
},
"eval_Premise": {
"f1-score": 0.9105885478942475,
"precision": 0.8801849235905997,
"recall": 0.9431677445988716,
"support": 14534.0
},
"eval_accuracy": 0.8990780426135487,
"eval_loss": 0.24451124668121338,
"eval_macro avg": {
"f1-score": 0.8444242542811943,
"precision": 0.8638984574698704,
"recall": 0.8296043355808155,
"support": 32431.0
},
"eval_runtime": 4.8529,
"eval_samples_per_second": 16.485,
"eval_steps_per_second": 2.061,
"eval_weighted avg": {
"f1-score": 0.8949194640367888,
"precision": 0.8938342965082798,
"recall": 0.8990780426135487,
"support": 32431.0
},
"step": 162
}
],
"logging_steps": 500,
"max_steps": 4050,
"num_input_tokens_seen": 0,
"num_train_epochs": 50,
"save_steps": 500,
"total_flos": 287577465453600.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}