|
{ |
|
"best_metric": 3.2255563735961914, |
|
"best_model_checkpoint": "qa_finetuning/run-0/checkpoint-1000", |
|
"epoch": 3.194888178913738, |
|
"eval_steps": 100, |
|
"global_step": 1000, |
|
"is_hyper_param_search": true, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.3194888178913738, |
|
"grad_norm": 4.872162818908691, |
|
"learning_rate": 2.2236495574546495e-06, |
|
"loss": 5.793, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.3194888178913738, |
|
"eval_loss": 5.499853610992432, |
|
"eval_runtime": 3.4844, |
|
"eval_samples_per_second": 143.499, |
|
"eval_steps_per_second": 4.592, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 0.6389776357827476, |
|
"grad_norm": 5.640169620513916, |
|
"learning_rate": 2.0718646047273696e-06, |
|
"loss": 5.1611, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.6389776357827476, |
|
"eval_loss": 4.561793327331543, |
|
"eval_runtime": 3.7947, |
|
"eval_samples_per_second": 131.764, |
|
"eval_steps_per_second": 4.216, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 0.9584664536741214, |
|
"grad_norm": 6.388542175292969, |
|
"learning_rate": 1.9200796520000897e-06, |
|
"loss": 4.4606, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 0.9584664536741214, |
|
"eval_loss": 4.023355960845947, |
|
"eval_runtime": 3.583, |
|
"eval_samples_per_second": 139.546, |
|
"eval_steps_per_second": 4.465, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 1.2779552715654952, |
|
"grad_norm": 7.301818370819092, |
|
"learning_rate": 1.76829469927281e-06, |
|
"loss": 4.0751, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.2779552715654952, |
|
"eval_loss": 3.76656436920166, |
|
"eval_runtime": 3.7005, |
|
"eval_samples_per_second": 135.118, |
|
"eval_steps_per_second": 4.324, |
|
"step": 400 |
|
}, |
|
{ |
|
"epoch": 1.5974440894568689, |
|
"grad_norm": 9.462298393249512, |
|
"learning_rate": 1.61650974654553e-06, |
|
"loss": 3.8854, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.5974440894568689, |
|
"eval_loss": 3.5879857540130615, |
|
"eval_runtime": 3.6179, |
|
"eval_samples_per_second": 138.201, |
|
"eval_steps_per_second": 4.422, |
|
"step": 500 |
|
}, |
|
{ |
|
"epoch": 1.9169329073482428, |
|
"grad_norm": 10.335731506347656, |
|
"learning_rate": 1.4647247938182503e-06, |
|
"loss": 3.7085, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 1.9169329073482428, |
|
"eval_loss": 3.472351312637329, |
|
"eval_runtime": 3.6946, |
|
"eval_samples_per_second": 135.333, |
|
"eval_steps_per_second": 4.331, |
|
"step": 600 |
|
}, |
|
{ |
|
"epoch": 2.236421725239617, |
|
"grad_norm": 14.032896995544434, |
|
"learning_rate": 1.3129398410909704e-06, |
|
"loss": 3.5566, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 2.236421725239617, |
|
"eval_loss": 3.368136405944824, |
|
"eval_runtime": 3.6489, |
|
"eval_samples_per_second": 137.027, |
|
"eval_steps_per_second": 4.385, |
|
"step": 700 |
|
}, |
|
{ |
|
"epoch": 2.5559105431309903, |
|
"grad_norm": 17.996917724609375, |
|
"learning_rate": 1.1611548883636908e-06, |
|
"loss": 3.4447, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 2.5559105431309903, |
|
"eval_loss": 3.3015410900115967, |
|
"eval_runtime": 3.6668, |
|
"eval_samples_per_second": 136.358, |
|
"eval_steps_per_second": 4.363, |
|
"step": 800 |
|
}, |
|
{ |
|
"epoch": 2.8753993610223643, |
|
"grad_norm": 15.922423362731934, |
|
"learning_rate": 1.009369935636411e-06, |
|
"loss": 3.4227, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 2.8753993610223643, |
|
"eval_loss": 3.2642431259155273, |
|
"eval_runtime": 3.6623, |
|
"eval_samples_per_second": 136.525, |
|
"eval_steps_per_second": 4.369, |
|
"step": 900 |
|
}, |
|
{ |
|
"epoch": 3.194888178913738, |
|
"grad_norm": 19.34994125366211, |
|
"learning_rate": 8.57584982909131e-07, |
|
"loss": 3.3452, |
|
"step": 1000 |
|
}, |
|
{ |
|
"epoch": 3.194888178913738, |
|
"eval_loss": 3.2255563735961914, |
|
"eval_runtime": 3.6578, |
|
"eval_samples_per_second": 136.694, |
|
"eval_steps_per_second": 4.374, |
|
"step": 1000 |
|
} |
|
], |
|
"logging_steps": 100, |
|
"max_steps": 1565, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 5, |
|
"save_steps": 500, |
|
"stateful_callbacks": { |
|
"EarlyStoppingCallback": { |
|
"args": { |
|
"early_stopping_patience": 3, |
|
"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": false |
|
}, |
|
"attributes": {} |
|
} |
|
}, |
|
"total_flos": 1565485444583424.0, |
|
"train_batch_size": 16, |
|
"trial_name": null, |
|
"trial_params": { |
|
"learning_rate": 2.3754345101819293e-06, |
|
"num_train_epochs": 5, |
|
"per_device_train_batch_size": 8, |
|
"seed": 31 |
|
} |
|
} |
|
|