nllb-200-distilled-1.3B-finetuned-finetuned-finetuned-finetuned
/
last-checkpoint
/trainer_state.json
{ | |
"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 | |
} | |