heavyhelium's picture
Training in progress, epoch 1, checkpoint
faf4fa1 verified
Raw
History Blame Contribute Delete
2.8 kB
{
"best_global_step": 93,
"best_metric": 0.38837920489296635,
"best_model_checkpoint": "models/roberta-large-touche-base-binary/trainer/checkpoint-93",
"epoch": 1.0,
"eval_steps": 500,
"global_step": 93,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.10810810810810811,
"grad_norm": 12.057156562805176,
"learning_rate": 6.4285714285714295e-06,
"loss": 1.51865234375,
"step": 10
},
{
"epoch": 0.21621621621621623,
"grad_norm": 10.9874906539917,
"learning_rate": 1.3571428571428574e-05,
"loss": 1.37591552734375,
"step": 20
},
{
"epoch": 0.32432432432432434,
"grad_norm": 10.673126220703125,
"learning_rate": 1.9920318725099602e-05,
"loss": 1.4565673828125,
"step": 30
},
{
"epoch": 0.43243243243243246,
"grad_norm": 17.499927520751953,
"learning_rate": 1.912350597609562e-05,
"loss": 1.4800537109375,
"step": 40
},
{
"epoch": 0.5405405405405406,
"grad_norm": 15.72847843170166,
"learning_rate": 1.8326693227091633e-05,
"loss": 1.447882080078125,
"step": 50
},
{
"epoch": 0.6486486486486487,
"grad_norm": 11.744357109069824,
"learning_rate": 1.752988047808765e-05,
"loss": 1.3298416137695312,
"step": 60
},
{
"epoch": 0.7567567567567568,
"grad_norm": 8.649158477783203,
"learning_rate": 1.6733067729083667e-05,
"loss": 1.40760498046875,
"step": 70
},
{
"epoch": 0.8648648648648649,
"grad_norm": 15.254891395568848,
"learning_rate": 1.593625498007968e-05,
"loss": 1.349920654296875,
"step": 80
},
{
"epoch": 0.972972972972973,
"grad_norm": 21.086435317993164,
"learning_rate": 1.5139442231075698e-05,
"loss": 1.3678375244140626,
"step": 90
},
{
"epoch": 1.0,
"eval_accuracy": 0.515,
"eval_fallacy_f1": 0.6666666666666666,
"eval_loss": 0.6907617449760437,
"eval_macro_f1": 0.38837920489296635,
"eval_runtime": 1.539,
"eval_samples_per_second": 129.957,
"eval_steps_per_second": 8.447,
"step": 93
}
],
"logging_steps": 10,
"max_steps": 279,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 167434574706672.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}