starsofchance's picture
Uploaded lora adapters after finetuning on primevul
8a01192 verified
{
"best_global_step": 100,
"best_metric": 0.00028092681895941496,
"best_model_checkpoint": "./UltiVul_focal_loss_checkpoints/checkpoint-100",
"epoch": 0.028153153153153154,
"eval_steps": 100,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.002815315315315315,
"grad_norm": 49.37904357910156,
"learning_rate": 4.5e-06,
"loss": 23.6642,
"step": 10
},
{
"epoch": 0.00563063063063063,
"grad_norm": 32.69184112548828,
"learning_rate": 9.5e-06,
"loss": 18.4995,
"step": 20
},
{
"epoch": 0.008445945945945946,
"grad_norm": 17.92224884033203,
"learning_rate": 1.45e-05,
"loss": 10.2669,
"step": 30
},
{
"epoch": 0.01126126126126126,
"grad_norm": 12.185972213745117,
"learning_rate": 1.9500000000000003e-05,
"loss": 4.8376,
"step": 40
},
{
"epoch": 0.014076576576576577,
"grad_norm": 2.712137460708618,
"learning_rate": 2.45e-05,
"loss": 1.0611,
"step": 50
},
{
"epoch": 0.016891891891891893,
"grad_norm": 0.8478547930717468,
"learning_rate": 2.95e-05,
"loss": 0.0324,
"step": 60
},
{
"epoch": 0.019707207207207207,
"grad_norm": 1.0729281902313232,
"learning_rate": 3.45e-05,
"loss": 0.0033,
"step": 70
},
{
"epoch": 0.02252252252252252,
"grad_norm": 0.003953734878450632,
"learning_rate": 3.9500000000000005e-05,
"loss": 0.001,
"step": 80
},
{
"epoch": 0.02533783783783784,
"grad_norm": 0.25488701462745667,
"learning_rate": 4.4500000000000004e-05,
"loss": 0.0011,
"step": 90
},
{
"epoch": 0.028153153153153154,
"grad_norm": 0.0010484829545021057,
"learning_rate": 4.9500000000000004e-05,
"loss": 0.001,
"step": 100
},
{
"epoch": 0.028153153153153154,
"eval_loss": 0.00028092681895941496,
"eval_runtime": 1519.0849,
"eval_samples_per_second": 2.291,
"eval_steps_per_second": 1.145,
"step": 100
}
],
"logging_steps": 10,
"max_steps": 501,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 5.677437280783565e+16,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}