|
{ |
|
"best_metric": 0.8081632653061225, |
|
"best_model_checkpoint": "distilbert-base-multilingual-cased-hyper-matt/run-qc7leity/checkpoint-75", |
|
"epoch": 3.0, |
|
"eval_steps": 500, |
|
"global_step": 75, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.4, |
|
"grad_norm": 1.7251797914505005, |
|
"learning_rate": 4.999394652050283e-05, |
|
"loss": 0.5546, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.8, |
|
"grad_norm": 2.5507678985595703, |
|
"learning_rate": 4.56466468230678e-05, |
|
"loss": 0.4465, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_accuracy": 0.845, |
|
"eval_f1": 0.7232142857142857, |
|
"eval_loss": 0.35433030128479004, |
|
"eval_precision": 0.801980198019802, |
|
"eval_recall": 0.6585365853658537, |
|
"eval_runtime": 1.5353, |
|
"eval_samples_per_second": 260.541, |
|
"eval_steps_per_second": 16.284, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 1.2, |
|
"grad_norm": 2.895219326019287, |
|
"learning_rate": 4.1299347125632775e-05, |
|
"loss": 0.3557, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 1.6, |
|
"grad_norm": 3.417137622833252, |
|
"learning_rate": 3.695204742819774e-05, |
|
"loss": 0.295, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"grad_norm": 2.1863083839416504, |
|
"learning_rate": 3.260474773076271e-05, |
|
"loss": 0.2889, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_accuracy": 0.875, |
|
"eval_f1": 0.7767857142857143, |
|
"eval_loss": 0.2988013029098511, |
|
"eval_precision": 0.8613861386138614, |
|
"eval_recall": 0.7073170731707317, |
|
"eval_runtime": 1.5258, |
|
"eval_samples_per_second": 262.156, |
|
"eval_steps_per_second": 16.385, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 2.4, |
|
"grad_norm": 1.8937768936157227, |
|
"learning_rate": 2.8257448033327686e-05, |
|
"loss": 0.2208, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 2.8, |
|
"grad_norm": 4.932840824127197, |
|
"learning_rate": 2.3910148335892658e-05, |
|
"loss": 0.2086, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_accuracy": 0.8825, |
|
"eval_f1": 0.8081632653061225, |
|
"eval_loss": 0.30829551815986633, |
|
"eval_precision": 0.8114754098360656, |
|
"eval_recall": 0.8048780487804879, |
|
"eval_runtime": 1.5157, |
|
"eval_samples_per_second": 263.911, |
|
"eval_steps_per_second": 16.494, |
|
"step": 75 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 125, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"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": 593189011181568.0, |
|
"train_batch_size": 64, |
|
"trial_name": null, |
|
"trial_params": { |
|
"_wandb": {}, |
|
"assignments": {}, |
|
"learning_rate": 5.434124621793786e-05, |
|
"metric": "eval/loss", |
|
"num_train_epochs": 5, |
|
"per_device_train_batch_size": 64, |
|
"seed": 14 |
|
} |
|
} |
|
|