|
{ |
|
"best_metric": null, |
|
"best_model_checkpoint": null, |
|
"epoch": 10.0, |
|
"eval_steps": 500, |
|
"global_step": 70, |
|
"is_hyper_param_search": false, |
|
"is_local_process_zero": true, |
|
"is_world_process_zero": true, |
|
"log_history": [ |
|
{ |
|
"epoch": 0.14285714285714285, |
|
"grad_norm": 2.171875, |
|
"learning_rate": 2.857142857142857e-05, |
|
"loss": 3.0133, |
|
"step": 1 |
|
}, |
|
{ |
|
"epoch": 0.7142857142857143, |
|
"grad_norm": 1.96875, |
|
"learning_rate": 0.00014285714285714287, |
|
"loss": 2.9598, |
|
"step": 5 |
|
}, |
|
{ |
|
"epoch": 1.0, |
|
"eval_loss": 3.0818610191345215, |
|
"eval_runtime": 0.5063, |
|
"eval_samples_per_second": 19.752, |
|
"eval_steps_per_second": 1.975, |
|
"step": 7 |
|
}, |
|
{ |
|
"epoch": 1.4285714285714286, |
|
"grad_norm": 1.4765625, |
|
"learning_rate": 0.00019888308262251285, |
|
"loss": 2.584, |
|
"step": 10 |
|
}, |
|
{ |
|
"epoch": 2.0, |
|
"eval_loss": 2.779895067214966, |
|
"eval_runtime": 0.53, |
|
"eval_samples_per_second": 18.868, |
|
"eval_steps_per_second": 1.887, |
|
"step": 14 |
|
}, |
|
{ |
|
"epoch": 2.142857142857143, |
|
"grad_norm": 1.2578125, |
|
"learning_rate": 0.00019214762118704076, |
|
"loss": 2.1727, |
|
"step": 15 |
|
}, |
|
{ |
|
"epoch": 2.857142857142857, |
|
"grad_norm": 0.9609375, |
|
"learning_rate": 0.00017971325072229226, |
|
"loss": 1.8743, |
|
"step": 20 |
|
}, |
|
{ |
|
"epoch": 3.0, |
|
"eval_loss": 2.6390492916107178, |
|
"eval_runtime": 0.5412, |
|
"eval_samples_per_second": 18.478, |
|
"eval_steps_per_second": 1.848, |
|
"step": 21 |
|
}, |
|
{ |
|
"epoch": 3.571428571428571, |
|
"grad_norm": 0.609375, |
|
"learning_rate": 0.00016234898018587337, |
|
"loss": 1.6598, |
|
"step": 25 |
|
}, |
|
{ |
|
"epoch": 4.0, |
|
"eval_loss": 2.6230721473693848, |
|
"eval_runtime": 0.5473, |
|
"eval_samples_per_second": 18.272, |
|
"eval_steps_per_second": 1.827, |
|
"step": 28 |
|
}, |
|
{ |
|
"epoch": 4.285714285714286, |
|
"grad_norm": 0.455078125, |
|
"learning_rate": 0.00014112871031306119, |
|
"loss": 1.5423, |
|
"step": 30 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"grad_norm": 0.5703125, |
|
"learning_rate": 0.00011736481776669306, |
|
"loss": 1.4458, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 5.0, |
|
"eval_loss": 2.5861191749572754, |
|
"eval_runtime": 0.5498, |
|
"eval_samples_per_second": 18.188, |
|
"eval_steps_per_second": 1.819, |
|
"step": 35 |
|
}, |
|
{ |
|
"epoch": 5.714285714285714, |
|
"grad_norm": 0.404296875, |
|
"learning_rate": 9.252699064135758e-05, |
|
"loss": 1.3889, |
|
"step": 40 |
|
}, |
|
{ |
|
"epoch": 6.0, |
|
"eval_loss": 2.5646462440490723, |
|
"eval_runtime": 0.5474, |
|
"eval_samples_per_second": 18.269, |
|
"eval_steps_per_second": 1.827, |
|
"step": 42 |
|
}, |
|
{ |
|
"epoch": 6.428571428571429, |
|
"grad_norm": 0.34765625, |
|
"learning_rate": 6.815133497483157e-05, |
|
"loss": 1.3527, |
|
"step": 45 |
|
}, |
|
{ |
|
"epoch": 7.0, |
|
"eval_loss": 2.556933879852295, |
|
"eval_runtime": 0.5441, |
|
"eval_samples_per_second": 18.378, |
|
"eval_steps_per_second": 1.838, |
|
"step": 49 |
|
}, |
|
{ |
|
"epoch": 7.142857142857143, |
|
"grad_norm": 0.345703125, |
|
"learning_rate": 4.574537361342407e-05, |
|
"loss": 1.3118, |
|
"step": 50 |
|
}, |
|
{ |
|
"epoch": 7.857142857142857, |
|
"grad_norm": 0.44921875, |
|
"learning_rate": 2.669481281701739e-05, |
|
"loss": 1.2936, |
|
"step": 55 |
|
}, |
|
{ |
|
"epoch": 8.0, |
|
"eval_loss": 2.5531744956970215, |
|
"eval_runtime": 0.5391, |
|
"eval_samples_per_second": 18.55, |
|
"eval_steps_per_second": 1.855, |
|
"step": 56 |
|
}, |
|
{ |
|
"epoch": 8.571428571428571, |
|
"grad_norm": 0.32421875, |
|
"learning_rate": 1.2177842662977135e-05, |
|
"loss": 1.2855, |
|
"step": 60 |
|
}, |
|
{ |
|
"epoch": 9.0, |
|
"eval_loss": 2.551410436630249, |
|
"eval_runtime": 0.5405, |
|
"eval_samples_per_second": 18.501, |
|
"eval_steps_per_second": 1.85, |
|
"step": 63 |
|
}, |
|
{ |
|
"epoch": 9.285714285714286, |
|
"grad_norm": 0.244140625, |
|
"learning_rate": 3.092271377092215e-06, |
|
"loss": 1.2767, |
|
"step": 65 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"grad_norm": 0.2431640625, |
|
"learning_rate": 0.0, |
|
"loss": 1.2802, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"eval_loss": 2.5520482063293457, |
|
"eval_runtime": 0.5385, |
|
"eval_samples_per_second": 18.569, |
|
"eval_steps_per_second": 1.857, |
|
"step": 70 |
|
}, |
|
{ |
|
"epoch": 10.0, |
|
"step": 70, |
|
"total_flos": 5.48215128588288e+16, |
|
"train_loss": 1.6741911002567835, |
|
"train_runtime": 247.913, |
|
"train_samples_per_second": 17.062, |
|
"train_steps_per_second": 0.282 |
|
} |
|
], |
|
"logging_steps": 5, |
|
"max_steps": 70, |
|
"num_input_tokens_seen": 0, |
|
"num_train_epochs": 10, |
|
"save_steps": 100, |
|
"total_flos": 5.48215128588288e+16, |
|
"train_batch_size": 8, |
|
"trial_name": null, |
|
"trial_params": null |
|
} |
|
|