Bencode92's picture
๐Ÿ”„ Incremental importance | Acc: 0.786, F1: 0.775
2dbfdff
raw
history blame
2.61 kB
{
"best_metric": 0.7519509476031214,
"best_model_checkpoint": "hf-importance-production/checkpoint-48",
"epoch": 2.0,
"eval_steps": 500,
"global_step": 48,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.4166666666666667,
"grad_norm": 8.110058047350321e-07,
"learning_rate": 4.347826086956522e-06,
"loss": 0.0,
"step": 10
},
{
"epoch": 0.8333333333333334,
"grad_norm": 7.273547453223728e-07,
"learning_rate": 8.695652173913044e-06,
"loss": 0.0,
"step": 20
},
{
"epoch": 1.0,
"eval_accuracy": 0.71875,
"eval_f1": 0.71875,
"eval_f1_macro": 0.4787878787878788,
"eval_loss": 1.9374552965164185,
"eval_precision": 0.71875,
"eval_precision_macro": 0.4787878787878788,
"eval_recall": 0.71875,
"eval_recall_macro": 0.4787878787878788,
"eval_runtime": 17.9975,
"eval_samples_per_second": 1.778,
"eval_steps_per_second": 0.445,
"step": 24
},
{
"epoch": 1.25,
"grad_norm": 4.793277639691951e-06,
"learning_rate": 7.2000000000000005e-06,
"loss": 0.0,
"step": 30
},
{
"epoch": 1.6666666666666665,
"grad_norm": 5.300494740367867e-05,
"learning_rate": 3.2000000000000003e-06,
"loss": 0.0,
"step": 40
},
{
"epoch": 2.0,
"eval_accuracy": 0.75,
"eval_f1": 0.7519509476031214,
"eval_f1_macro": 0.5053883314752879,
"eval_loss": 1.958841323852539,
"eval_precision": 0.7554824561403508,
"eval_precision_macro": 0.5029239766081871,
"eval_recall": 0.75,
"eval_recall_macro": 0.5090909090909091,
"eval_runtime": 17.9474,
"eval_samples_per_second": 1.783,
"eval_steps_per_second": 0.446,
"step": 48
}
],
"logging_steps": 10,
"max_steps": 48,
"num_input_tokens_seen": 0,
"num_train_epochs": 2,
"save_steps": 500,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 1,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 48939095697408.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}