76 lines
1.9 KiB
JSON
76 lines
1.9 KiB
JSON
{
|
|
"best_global_step": 1268,
|
|
"best_metric": 72.45242535630264,
|
|
"best_model_checkpoint": "mbert-loraxs-qa-vanilla/run-13/checkpoint-1268",
|
|
"epoch": 2.0,
|
|
"eval_steps": 500,
|
|
"global_step": 1268,
|
|
"is_hyper_param_search": true,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 1.0,
|
|
"grad_norm": 4.9004082679748535,
|
|
"learning_rate": 0.0004602578021214701,
|
|
"loss": 2.8550773163323147,
|
|
"step": 634
|
|
},
|
|
{
|
|
"epoch": 1.0,
|
|
"eval_exact_match": 55.12,
|
|
"eval_f1": 69.72068460360381,
|
|
"eval_loss": 1.4229457378387451,
|
|
"eval_runtime": 7.8179,
|
|
"eval_samples_per_second": 161.808,
|
|
"eval_steps_per_second": 10.233,
|
|
"step": 634
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"grad_norm": 4.626029968261719,
|
|
"learning_rate": 0.00036823527088684005,
|
|
"loss": 1.3960553960469242,
|
|
"step": 1268
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"eval_exact_match": 57.68,
|
|
"eval_f1": 72.45242535630264,
|
|
"eval_loss": 1.3469899892807007,
|
|
"eval_runtime": 7.7359,
|
|
"eval_samples_per_second": 163.524,
|
|
"eval_steps_per_second": 10.341,
|
|
"step": 1268
|
|
}
|
|
],
|
|
"logging_steps": 500,
|
|
"max_steps": 3804,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 6,
|
|
"save_steps": 500,
|
|
"stateful_callbacks": {
|
|
"TrainerControl": {
|
|
"args": {
|
|
"should_epoch_stop": false,
|
|
"should_evaluate": false,
|
|
"should_log": false,
|
|
"should_save": true,
|
|
"should_training_stop": false
|
|
},
|
|
"attributes": {}
|
|
}
|
|
},
|
|
"total_flos": 6180991462324224.0,
|
|
"train_batch_size": 16,
|
|
"trial_name": null,
|
|
"trial_params": {
|
|
"learning_rate": 0.0004968345810980108,
|
|
"lora_alpha": 64,
|
|
"lora_dropout": 0.17487061368186463,
|
|
"lora_r": 256,
|
|
"num_train_epochs": 6,
|
|
"weight_decay": 0.03656091062669907
|
|
}
|
|
}
|