MSLacerda's picture
MSLacerda/attribute_minig_mslacerda
2803ec7 verified
raw
history blame contribute delete
No virus
3.18 kB
{
"best_metric": 2.2062222957611084,
"best_model_checkpoint": "../experiments/attribute_minig_mslacerda/run-4/checkpoint-258",
"epoch": 6.0,
"eval_steps": 500,
"global_step": 258,
"is_hyper_param_search": true,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 1.0,
"eval_accuracy": 0.017117117117117116,
"eval_f1": 0.0037002775208140612,
"eval_loss": 4.726041316986084,
"eval_precision": 0.002952029520295203,
"eval_recall": 0.004956629491945477,
"eval_runtime": 0.3653,
"eval_samples_per_second": 796.702,
"eval_steps_per_second": 101.299,
"step": 43
},
{
"epoch": 2.0,
"eval_accuracy": 0.05345345345345345,
"eval_f1": 0.005950770895320531,
"eval_loss": 4.565603733062744,
"eval_precision": 0.00528084493518963,
"eval_recall": 0.006815365551425031,
"eval_runtime": 0.3702,
"eval_samples_per_second": 786.087,
"eval_steps_per_second": 99.949,
"step": 86
},
{
"epoch": 3.0,
"eval_accuracy": 0.14594594594594595,
"eval_f1": 0.022442244224422443,
"eval_loss": 4.133880138397217,
"eval_precision": 0.02401129943502825,
"eval_recall": 0.021065675340768277,
"eval_runtime": 0.3715,
"eval_samples_per_second": 783.407,
"eval_steps_per_second": 99.608,
"step": 129
},
{
"epoch": 4.0,
"eval_accuracy": 0.3012012012012012,
"eval_f1": 0.08808290155440414,
"eval_loss": 3.4629595279693604,
"eval_precision": 0.109375,
"eval_recall": 0.07372986369268897,
"eval_runtime": 0.361,
"eval_samples_per_second": 805.99,
"eval_steps_per_second": 102.48,
"step": 172
},
{
"epoch": 5.0,
"eval_accuracy": 0.42372372372372374,
"eval_f1": 0.1667268134247564,
"eval_loss": 2.7417962551116943,
"eval_precision": 0.1996542783059637,
"eval_recall": 0.14312267657992564,
"eval_runtime": 0.3592,
"eval_samples_per_second": 810.024,
"eval_steps_per_second": 102.993,
"step": 215
},
{
"epoch": 6.0,
"eval_accuracy": 0.5027027027027027,
"eval_f1": 0.24229390681003585,
"eval_loss": 2.2062222957611084,
"eval_precision": 0.28741496598639454,
"eval_recall": 0.2094175960346964,
"eval_runtime": 0.3678,
"eval_samples_per_second": 791.169,
"eval_steps_per_second": 100.595,
"step": 258
}
],
"logging_steps": 500,
"max_steps": 516,
"num_input_tokens_seen": 0,
"num_train_epochs": 12,
"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": 0,
"train_batch_size": 32,
"trial_name": null,
"trial_params": {
"learning_rate": 2.85638715216918e-05,
"num_train_epochs": 12,
"per_device_train_batch_size": 32,
"warmup_steps": 446,
"weight_decay": 0.2979496592454386
}
}