cmykk's picture
Upload 7 files
6778b56 verified
{
"best_metric": 1.0,
"best_model_checkpoint": "./tr_results/checkpoint-450",
"epoch": 7.0,
"eval_steps": 500,
"global_step": 1050,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.995,
"eval_classification_report": {
"accuracy": 0.995,
"macro avg": {
"f1-score": 0.9949998749968749,
"precision": 0.995049504950495,
"recall": 0.995,
"support": 800.0
},
"neural": {
"f1-score": 0.9949748743718593,
"precision": 1.0,
"recall": 0.99,
"support": 400.0
},
"real": {
"f1-score": 0.9950248756218906,
"precision": 0.9900990099009901,
"recall": 1.0,
"support": 400.0
},
"weighted avg": {
"f1-score": 0.9949998749968749,
"precision": 0.9950495049504952,
"recall": 0.995,
"support": 800.0
}
},
"eval_loss": 0.02387526072561741,
"eval_runtime": 36.5604,
"eval_samples_per_second": 21.882,
"eval_steps_per_second": 1.368,
"step": 150
},
{
"epoch": 2.0,
"eval_accuracy": 0.99875,
"eval_classification_report": {
"accuracy": 0.99875,
"macro avg": {
"f1-score": 0.9987499980468719,
"precision": 0.9987531172069826,
"recall": 0.99875,
"support": 800.0
},
"neural": {
"f1-score": 0.9987484355444306,
"precision": 1.0,
"recall": 0.9975,
"support": 400.0
},
"real": {
"f1-score": 0.9987515605493134,
"precision": 0.9975062344139651,
"recall": 1.0,
"support": 400.0
},
"weighted avg": {
"f1-score": 0.998749998046872,
"precision": 0.9987531172069825,
"recall": 0.99875,
"support": 800.0
}
},
"eval_loss": 0.006925567984580994,
"eval_runtime": 26.7301,
"eval_samples_per_second": 29.929,
"eval_steps_per_second": 1.871,
"step": 300
},
{
"epoch": 3.0,
"eval_accuracy": 1.0,
"eval_classification_report": {
"accuracy": 1.0,
"macro avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
},
"neural": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"real": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"weighted avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
}
},
"eval_loss": 3.8509064324898645e-05,
"eval_runtime": 39.0416,
"eval_samples_per_second": 20.491,
"eval_steps_per_second": 1.281,
"step": 450
},
{
"epoch": 3.33,
"learning_rate": 5e-05,
"loss": 0.1297,
"step": 500
},
{
"epoch": 4.0,
"eval_accuracy": 1.0,
"eval_classification_report": {
"accuracy": 1.0,
"macro avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
},
"neural": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"real": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"weighted avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
}
},
"eval_loss": 1.923065610753838e-05,
"eval_runtime": 37.6124,
"eval_samples_per_second": 21.27,
"eval_steps_per_second": 1.329,
"step": 600
},
{
"epoch": 5.0,
"eval_accuracy": 1.0,
"eval_classification_report": {
"accuracy": 1.0,
"macro avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
},
"neural": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"real": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"weighted avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
}
},
"eval_loss": 1.2674846402660478e-05,
"eval_runtime": 30.4314,
"eval_samples_per_second": 26.289,
"eval_steps_per_second": 1.643,
"step": 750
},
{
"epoch": 6.0,
"eval_accuracy": 1.0,
"eval_classification_report": {
"accuracy": 1.0,
"macro avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
},
"neural": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"real": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"weighted avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
}
},
"eval_loss": 9.207534276356455e-06,
"eval_runtime": 43.1369,
"eval_samples_per_second": 18.546,
"eval_steps_per_second": 1.159,
"step": 900
},
{
"epoch": 6.67,
"learning_rate": 4.827586206896552e-05,
"loss": 0.0,
"step": 1000
},
{
"epoch": 7.0,
"eval_accuracy": 1.0,
"eval_classification_report": {
"accuracy": 1.0,
"macro avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
},
"neural": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"real": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 400.0
},
"weighted avg": {
"f1-score": 1.0,
"precision": 1.0,
"recall": 1.0,
"support": 800.0
}
},
"eval_loss": 7.102613380993716e-06,
"eval_runtime": 41.8258,
"eval_samples_per_second": 19.127,
"eval_steps_per_second": 1.195,
"step": 1050
}
],
"logging_steps": 500,
"max_steps": 15000,
"num_input_tokens_seen": 0,
"num_train_epochs": 100,
"save_steps": 500,
"total_flos": 4420265730048000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}