|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 6.0, |
|
"eval_steps": 500, |
|
"global_step": 372, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.16, |
|
"learning_rate": 2.6666666666666667e-05, |
|
"loss": 0.6871, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 0.32, |
|
"learning_rate": 3.943977591036415e-05, |
|
"loss": 0.506, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 0.48, |
|
"learning_rate": 3.8319327731092444e-05, |
|
"loss": 0.386, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 0.65, |
|
"learning_rate": 3.719887955182073e-05, |
|
"loss": 0.3467, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 0.81, |
|
"learning_rate": 3.6078431372549025e-05, |
|
"loss": 0.3235, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 0.97, |
|
"learning_rate": 3.495798319327731e-05, |
|
"loss": 0.3118, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_f1": 0.336166194523135, |
|
"eval_loss": 0.2885044813156128, |
|
"eval_runtime": 3.3771, |
|
"eval_samples_per_second": 292.857, |
|
"eval_steps_per_second": 4.738, |
|
"step": 62 |
|
}, |
|
{ |
|
"epoch": 1.13, |
|
"learning_rate": 3.383753501400561e-05, |
|
"loss": 0.3046, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 1.29, |
|
"learning_rate": 3.2717086834733894e-05, |
|
"loss": 0.2906, |
|
"step": 80 |
|
}, |
|
{ |
|
"epoch": 1.45, |
|
"learning_rate": 3.159663865546219e-05, |
|
"loss": 0.2896, |
|
"step": 90 |
|
}, |
|
{ |
|
"epoch": 1.61, |
|
"learning_rate": 3.047619047619048e-05, |
|
"loss": 0.2826, |
|
"step": 100 |
|
}, |
|
{ |
|
"epoch": 1.77, |
|
"learning_rate": 2.935574229691877e-05, |
|
"loss": 0.2749, |
|
"step": 110 |
|
}, |
|
{ |
|
"epoch": 1.94, |
|
"learning_rate": 2.8235294117647063e-05, |
|
"loss": 0.2676, |
|
"step": 120 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_f1": 0.4882154882154882, |
|
"eval_loss": 0.25112977623939514, |
|
"eval_runtime": 3.3888, |
|
"eval_samples_per_second": 291.842, |
|
"eval_steps_per_second": 4.721, |
|
"step": 124 |
|
}, |
|
{ |
|
"epoch": 2.1, |
|
"learning_rate": 2.7114845938375354e-05, |
|
"loss": 0.2534, |
|
"step": 130 |
|
}, |
|
{ |
|
"epoch": 2.26, |
|
"learning_rate": 2.5994397759103644e-05, |
|
"loss": 0.2491, |
|
"step": 140 |
|
}, |
|
{ |
|
"epoch": 2.42, |
|
"learning_rate": 2.4873949579831935e-05, |
|
"loss": 0.2452, |
|
"step": 150 |
|
}, |
|
{ |
|
"epoch": 2.58, |
|
"learning_rate": 2.3753501400560226e-05, |
|
"loss": 0.2373, |
|
"step": 160 |
|
}, |
|
{ |
|
"epoch": 2.74, |
|
"learning_rate": 2.2633053221288516e-05, |
|
"loss": 0.2355, |
|
"step": 170 |
|
}, |
|
{ |
|
"epoch": 2.9, |
|
"learning_rate": 2.1512605042016807e-05, |
|
"loss": 0.2325, |
|
"step": 180 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_f1": 0.6093467596178673, |
|
"eval_loss": 0.22724518179893494, |
|
"eval_runtime": 3.3851, |
|
"eval_samples_per_second": 292.16, |
|
"eval_steps_per_second": 4.727, |
|
"step": 186 |
|
}, |
|
{ |
|
"epoch": 3.06, |
|
"learning_rate": 2.0392156862745097e-05, |
|
"loss": 0.231, |
|
"step": 190 |
|
}, |
|
{ |
|
"epoch": 3.23, |
|
"learning_rate": 1.927170868347339e-05, |
|
"loss": 0.2195, |
|
"step": 200 |
|
}, |
|
{ |
|
"epoch": 3.39, |
|
"learning_rate": 1.8151260504201682e-05, |
|
"loss": 0.2156, |
|
"step": 210 |
|
}, |
|
{ |
|
"epoch": 3.55, |
|
"learning_rate": 1.7030812324929973e-05, |
|
"loss": 0.2184, |
|
"step": 220 |
|
}, |
|
{ |
|
"epoch": 3.71, |
|
"learning_rate": 1.5910364145658263e-05, |
|
"loss": 0.2109, |
|
"step": 230 |
|
}, |
|
{ |
|
"epoch": 3.87, |
|
"learning_rate": 1.4789915966386557e-05, |
|
"loss": 0.2127, |
|
"step": 240 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_f1": 0.6591346153846154, |
|
"eval_loss": 0.21806256473064423, |
|
"eval_runtime": 3.3784, |
|
"eval_samples_per_second": 292.738, |
|
"eval_steps_per_second": 4.736, |
|
"step": 248 |
|
}, |
|
{ |
|
"epoch": 4.03, |
|
"learning_rate": 1.3669467787114848e-05, |
|
"loss": 0.2067, |
|
"step": 250 |
|
}, |
|
{ |
|
"epoch": 4.19, |
|
"learning_rate": 1.2549019607843138e-05, |
|
"loss": 0.1984, |
|
"step": 260 |
|
}, |
|
{ |
|
"epoch": 4.35, |
|
"learning_rate": 1.1428571428571429e-05, |
|
"loss": 0.1957, |
|
"step": 270 |
|
}, |
|
{ |
|
"epoch": 4.52, |
|
"learning_rate": 1.030812324929972e-05, |
|
"loss": 0.1967, |
|
"step": 280 |
|
}, |
|
{ |
|
"epoch": 4.68, |
|
"learning_rate": 9.187675070028012e-06, |
|
"loss": 0.1975, |
|
"step": 290 |
|
}, |
|
{ |
|
"epoch": 4.84, |
|
"learning_rate": 8.067226890756303e-06, |
|
"loss": 0.194, |
|
"step": 300 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"learning_rate": 6.946778711484594e-06, |
|
"loss": 0.1978, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_f1": 0.6685687113647171, |
|
"eval_loss": 0.2140355408191681, |
|
"eval_runtime": 3.3785, |
|
"eval_samples_per_second": 292.736, |
|
"eval_steps_per_second": 4.736, |
|
"step": 310 |
|
}, |
|
{ |
|
"epoch": 5.16, |
|
"learning_rate": 5.826330532212886e-06, |
|
"loss": 0.1877, |
|
"step": 320 |
|
}, |
|
{ |
|
"epoch": 5.32, |
|
"learning_rate": 4.705882352941177e-06, |
|
"loss": 0.1877, |
|
"step": 330 |
|
}, |
|
{ |
|
"epoch": 5.48, |
|
"learning_rate": 3.585434173669468e-06, |
|
"loss": 0.1803, |
|
"step": 340 |
|
}, |
|
{ |
|
"epoch": 5.65, |
|
"learning_rate": 2.4649859943977594e-06, |
|
"loss": 0.1874, |
|
"step": 350 |
|
}, |
|
{ |
|
"epoch": 5.81, |
|
"learning_rate": 1.3445378151260504e-06, |
|
"loss": 0.1911, |
|
"step": 360 |
|
}, |
|
{ |
|
"epoch": 5.97, |
|
"learning_rate": 2.2408963585434175e-07, |
|
"loss": 0.1817, |
|
"step": 370 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_f1": 0.6717231571462432, |
|
"eval_loss": 0.21304987370967865, |
|
"eval_runtime": 3.3805, |
|
"eval_samples_per_second": 292.556, |
|
"eval_steps_per_second": 4.733, |
|
"step": 372 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"step": 372, |
|
"total_flos": 1.2495360147628032e+16, |
|
"train_loss": 0.2572957956662742, |
|
"train_runtime": 515.2049, |
|
"train_samples_per_second": 92.165, |
|
"train_steps_per_second": 0.722 |
|
} |
|
], |
|
"logging_steps": 10, |
|
"max_steps": 372, |
|
"num_train_epochs": 6, |
|
"save_steps": 500, |
|
"total_flos": 1.2495360147628032e+16, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|