KevinKibe's picture
Training in progress, step 2000, checkpoint
b16e4fe verified
{
"best_metric": 0.3573495149612427,
"best_model_checkpoint": "../KevinKibe/nllb-200-distilled-1.3B-finetuned-finetuned-finetuned-finetuned/checkpoint-400",
"epoch": 2000.0,
"eval_steps": 200,
"global_step": 2000,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 200.0,
"grad_norm": 0.0014342718059197068,
"learning_rate": 4.878851863841287e-05,
"loss": 0.0032,
"step": 200
},
{
"epoch": 200.0,
"eval_gen_len": 22.0,
"eval_loss": 0.4362771511077881,
"eval_rouge": 0.2835,
"eval_runtime": 1.8779,
"eval_samples_per_second": 1.065,
"eval_steps_per_second": 0.533,
"step": 200
},
{
"epoch": 400.0,
"grad_norm": 0.0009787885937839746,
"learning_rate": 4.524848217064997e-05,
"loss": 0.0003,
"step": 400
},
{
"epoch": 400.0,
"eval_gen_len": 22.5,
"eval_loss": 0.3573495149612427,
"eval_rouge": 0.2713,
"eval_runtime": 1.0507,
"eval_samples_per_second": 1.903,
"eval_steps_per_second": 0.952,
"step": 400
},
{
"epoch": 600.0,
"grad_norm": 0.00037960291956551373,
"learning_rate": 3.972638318855291e-05,
"loss": 0.0,
"step": 600
},
{
"epoch": 600.0,
"eval_gen_len": 19.5,
"eval_loss": 0.37564775347709656,
"eval_rouge": 0.2762,
"eval_runtime": 0.9,
"eval_samples_per_second": 2.222,
"eval_steps_per_second": 1.111,
"step": 600
},
{
"epoch": 800.0,
"grad_norm": 0.00027565439813770354,
"learning_rate": 3.2762763215215306e-05,
"loss": 0.0,
"step": 800
},
{
"epoch": 800.0,
"eval_gen_len": 19.5,
"eval_loss": 0.3804549276828766,
"eval_rouge": 0.2762,
"eval_runtime": 0.8354,
"eval_samples_per_second": 2.394,
"eval_steps_per_second": 1.197,
"step": 800
},
{
"epoch": 1000.0,
"grad_norm": 0.00021920226572547108,
"learning_rate": 2.5039269892020772e-05,
"loss": 0.0,
"step": 1000
},
{
"epoch": 1000.0,
"eval_gen_len": 19.5,
"eval_loss": 0.38089361786842346,
"eval_rouge": 0.2762,
"eval_runtime": 0.9583,
"eval_samples_per_second": 2.087,
"eval_steps_per_second": 1.044,
"step": 1000
},
{
"epoch": 1200.0,
"grad_norm": 0.00018822183483280241,
"learning_rate": 1.731193255818582e-05,
"loss": 0.0,
"step": 1200
},
{
"epoch": 1200.0,
"eval_gen_len": 19.5,
"eval_loss": 0.38475799560546875,
"eval_rouge": 0.2762,
"eval_runtime": 0.8748,
"eval_samples_per_second": 2.286,
"eval_steps_per_second": 1.143,
"step": 1200
},
{
"epoch": 1400.0,
"grad_norm": 0.00018423172878101468,
"learning_rate": 1.0337156831471246e-05,
"loss": 0.0,
"step": 1400
},
{
"epoch": 1400.0,
"eval_gen_len": 22.5,
"eval_loss": 0.3964395225048065,
"eval_rouge": 0.2713,
"eval_runtime": 0.8684,
"eval_samples_per_second": 2.303,
"eval_steps_per_second": 1.152,
"step": 1400
},
{
"epoch": 1600.0,
"grad_norm": 0.00017020950326696038,
"learning_rate": 4.7976823561278865e-06,
"loss": 0.0,
"step": 1600
},
{
"epoch": 1600.0,
"eval_gen_len": 22.5,
"eval_loss": 0.39614760875701904,
"eval_rouge": 0.2713,
"eval_runtime": 1.0804,
"eval_samples_per_second": 1.851,
"eval_steps_per_second": 0.926,
"step": 1600
},
{
"epoch": 1800.0,
"grad_norm": 0.00016995037731248885,
"learning_rate": 1.2357514895905003e-06,
"loss": 0.0,
"step": 1800
},
{
"epoch": 1800.0,
"eval_gen_len": 22.5,
"eval_loss": 0.3964083194732666,
"eval_rouge": 0.2713,
"eval_runtime": 0.9109,
"eval_samples_per_second": 2.196,
"eval_steps_per_second": 1.098,
"step": 1800
},
{
"epoch": 2000.0,
"grad_norm": 0.00016411281831096858,
"learning_rate": 3.0842507411921185e-11,
"loss": 0.0,
"step": 2000
},
{
"epoch": 2000.0,
"eval_gen_len": 22.5,
"eval_loss": 0.3965863287448883,
"eval_rouge": 0.2713,
"eval_runtime": 0.8715,
"eval_samples_per_second": 2.295,
"eval_steps_per_second": 1.147,
"step": 2000
}
],
"logging_steps": 200,
"max_steps": 2000,
"num_input_tokens_seen": 0,
"num_train_epochs": 2000,
"save_steps": 200,
"total_flos": 5000574664704000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}