|
{ |
|
"best_metric": 0.5146914124488831, |
|
"best_model_checkpoint": "saves/Llama2-7B/lora/train_1/checkpoint-200", |
|
"epoch": 0.4375170905113481, |
|
"eval_steps": 40, |
|
"global_step": 400, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.04375170905113481, |
|
"grad_norm": 0.3878575265407562, |
|
"learning_rate": 0.00014457831325301204, |
|
"loss": 1.5222, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.04375170905113481, |
|
"eval_loss": 0.5363553762435913, |
|
"eval_runtime": 236.0458, |
|
"eval_samples_per_second": 19.962, |
|
"eval_steps_per_second": 0.627, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.08750341810226962, |
|
"grad_norm": 0.41417649388313293, |
|
"learning_rate": 0.0002891566265060241, |
|
"loss": 0.3981, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.08750341810226962, |
|
"eval_loss": 0.554685652256012, |
|
"eval_runtime": 236.0602, |
|
"eval_samples_per_second": 19.961, |
|
"eval_steps_per_second": 0.627, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 0.13125512715340443, |
|
"grad_norm": 0.3590388894081116, |
|
"learning_rate": 0.00029985669589905196, |
|
"loss": 0.3297, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.13125512715340443, |
|
"eval_loss": 0.5275963544845581, |
|
"eval_runtime": 236.3869, |
|
"eval_samples_per_second": 19.933, |
|
"eval_steps_per_second": 0.626, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 0.17500683620453925, |
|
"grad_norm": 0.21372735500335693, |
|
"learning_rate": 0.0002993796936474492, |
|
"loss": 0.3131, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.17500683620453925, |
|
"eval_loss": 0.5312083959579468, |
|
"eval_runtime": 236.0472, |
|
"eval_samples_per_second": 19.962, |
|
"eval_steps_per_second": 0.627, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 0.21875854525567404, |
|
"grad_norm": 0.18935319781303406, |
|
"learning_rate": 0.00029856911617379416, |
|
"loss": 0.3049, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.21875854525567404, |
|
"eval_loss": 0.5146914124488831, |
|
"eval_runtime": 236.117, |
|
"eval_samples_per_second": 19.956, |
|
"eval_steps_per_second": 0.627, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.26251025430680885, |
|
"grad_norm": 0.18968264758586884, |
|
"learning_rate": 0.00029742677355383513, |
|
"loss": 0.2906, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.26251025430680885, |
|
"eval_loss": 0.5208326578140259, |
|
"eval_runtime": 236.1292, |
|
"eval_samples_per_second": 19.955, |
|
"eval_steps_per_second": 0.627, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 0.30626196335794365, |
|
"grad_norm": 0.19735340774059296, |
|
"learning_rate": 0.0002959552167179149, |
|
"loss": 0.2862, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.30626196335794365, |
|
"eval_loss": 0.5312994122505188, |
|
"eval_runtime": 236.1867, |
|
"eval_samples_per_second": 19.95, |
|
"eval_steps_per_second": 0.627, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 0.3500136724090785, |
|
"grad_norm": 0.19487717747688293, |
|
"learning_rate": 0.00029415773175456614, |
|
"loss": 0.2799, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 0.3500136724090785, |
|
"eval_loss": 0.5453993082046509, |
|
"eval_runtime": 236.1259, |
|
"eval_samples_per_second": 19.955, |
|
"eval_steps_per_second": 0.627, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 0.3937653814602133, |
|
"grad_norm": 0.22721989452838898, |
|
"learning_rate": 0.0002920383325724476, |
|
"loss": 0.2748, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 0.3937653814602133, |
|
"eval_loss": 0.5482673645019531, |
|
"eval_runtime": 236.0858, |
|
"eval_samples_per_second": 19.959, |
|
"eval_steps_per_second": 0.627, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 0.4375170905113481, |
|
"grad_norm": 0.22632545232772827, |
|
"learning_rate": 0.0002896017519370078, |
|
"loss": 0.2613, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.4375170905113481, |
|
"eval_loss": 0.5433260202407837, |
|
"eval_runtime": 236.1474, |
|
"eval_samples_per_second": 19.954, |
|
"eval_steps_per_second": 0.627, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 0.4375170905113481, |
|
"step": 400, |
|
"total_flos": 7.549890655703532e+17, |
|
"train_loss": 0.42607839822769167, |
|
"train_runtime": 21547.2809, |
|
"train_samples_per_second": 32.585, |
|
"train_steps_per_second": 0.127 |
|
} |
|
], |
|
"logging_steps": 40, |
|
"max_steps": 2742, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 3, |
|
"save_steps": 40, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 5, |
|
"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": 7.549890655703532e+17, |
|
"train_batch_size": 32, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|