stackorderflow-filter-v1 / trainer_state.json
SangwonYoon's picture
initial commit
51350e7
{
"best_metric": 0.4978097081184387,
"best_model_checkpoint": "output_dir/checkpoint-168",
"epoch": 8.0,
"eval_steps": 500,
"global_step": 168,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_f1": 0.7504690431519699,
"eval_loss": 0.6844255328178406,
"eval_runtime": 31.6654,
"eval_samples_per_second": 10.516,
"eval_steps_per_second": 0.189,
"step": 21
},
{
"epoch": 2.0,
"eval_f1": 0.7504690431519699,
"eval_loss": 0.6841882467269897,
"eval_runtime": 29.3795,
"eval_samples_per_second": 11.334,
"eval_steps_per_second": 0.204,
"step": 42
},
{
"epoch": 2.38,
"grad_norm": 1.0868926048278809,
"learning_rate": 7.61904761904762e-06,
"loss": 0.6614,
"step": 50
},
{
"epoch": 3.0,
"eval_f1": 0.9393939393939394,
"eval_loss": 0.6861188411712646,
"eval_runtime": 29.5784,
"eval_samples_per_second": 11.258,
"eval_steps_per_second": 0.203,
"step": 63
},
{
"epoch": 4.0,
"eval_f1": 0.15668202764976957,
"eval_loss": 0.6874817609786987,
"eval_runtime": 30.604,
"eval_samples_per_second": 10.881,
"eval_steps_per_second": 0.196,
"step": 84
},
{
"epoch": 4.76,
"grad_norm": 1.4174736738204956,
"learning_rate": 5.2380952380952384e-06,
"loss": 0.5543,
"step": 100
},
{
"epoch": 5.0,
"eval_f1": 0.2608695652173913,
"eval_loss": 0.682039737701416,
"eval_runtime": 31.2133,
"eval_samples_per_second": 10.669,
"eval_steps_per_second": 0.192,
"step": 105
},
{
"epoch": 6.0,
"eval_f1": 0.8636363636363636,
"eval_loss": 0.5800318717956543,
"eval_runtime": 29.3466,
"eval_samples_per_second": 11.347,
"eval_steps_per_second": 0.204,
"step": 126
},
{
"epoch": 7.0,
"eval_f1": 0.8235294117647058,
"eval_loss": 0.5767043232917786,
"eval_runtime": 29.766,
"eval_samples_per_second": 11.187,
"eval_steps_per_second": 0.202,
"step": 147
},
{
"epoch": 7.14,
"grad_norm": 2.605710506439209,
"learning_rate": 2.8571428571428573e-06,
"loss": 0.4746,
"step": 150
},
{
"epoch": 8.0,
"eval_f1": 0.9159891598915989,
"eval_loss": 0.4978097081184387,
"eval_runtime": 29.603,
"eval_samples_per_second": 11.249,
"eval_steps_per_second": 0.203,
"step": 168
}
],
"logging_steps": 50,
"max_steps": 210,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"total_flos": 156512489226240.0,
"train_batch_size": 64,
"trial_name": null,
"trial_params": null
}