143 lines
3.5 KiB
JSON
143 lines
3.5 KiB
JSON
{
|
|
"best_global_step": null,
|
|
"best_metric": null,
|
|
"best_model_checkpoint": null,
|
|
"epoch": 10.0,
|
|
"eval_steps": 500,
|
|
"global_step": 320,
|
|
"is_hyper_param_search": false,
|
|
"is_local_process_zero": true,
|
|
"is_world_process_zero": true,
|
|
"log_history": [
|
|
{
|
|
"epoch": 0.03125,
|
|
"grad_norm": 27.536455154418945,
|
|
"learning_rate": 2e-05,
|
|
"loss": 5.269,
|
|
"mean_token_accuracy": 0.193113774061203,
|
|
"num_tokens": 1320.0,
|
|
"step": 1
|
|
},
|
|
{
|
|
"epoch": 1.0,
|
|
"grad_norm": 10.073838233947754,
|
|
"learning_rate": 1.8062500000000002e-05,
|
|
"loss": 2.9886,
|
|
"mean_token_accuracy": 0.4425700907745669,
|
|
"num_tokens": 49123.0,
|
|
"step": 32
|
|
},
|
|
{
|
|
"epoch": 2.0,
|
|
"grad_norm": 72.79724884033203,
|
|
"learning_rate": 1.60625e-05,
|
|
"loss": 1.7728,
|
|
"mean_token_accuracy": 0.6223073434084654,
|
|
"num_tokens": 98246.0,
|
|
"step": 64
|
|
},
|
|
{
|
|
"epoch": 3.0,
|
|
"grad_norm": 23.59392738342285,
|
|
"learning_rate": 1.4062500000000001e-05,
|
|
"loss": 1.0599,
|
|
"mean_token_accuracy": 0.7586388783529401,
|
|
"num_tokens": 147369.0,
|
|
"step": 96
|
|
},
|
|
{
|
|
"epoch": 4.0,
|
|
"grad_norm": 33.94417190551758,
|
|
"learning_rate": 1.2062500000000002e-05,
|
|
"loss": 0.5248,
|
|
"mean_token_accuracy": 0.8688167557120323,
|
|
"num_tokens": 196492.0,
|
|
"step": 128
|
|
},
|
|
{
|
|
"epoch": 5.0,
|
|
"grad_norm": 28.460622787475586,
|
|
"learning_rate": 1.0062500000000002e-05,
|
|
"loss": 0.2783,
|
|
"mean_token_accuracy": 0.9295041039586067,
|
|
"num_tokens": 245615.0,
|
|
"step": 160
|
|
},
|
|
{
|
|
"epoch": 6.0,
|
|
"grad_norm": 13.504148483276367,
|
|
"learning_rate": 8.062500000000001e-06,
|
|
"loss": 0.1414,
|
|
"mean_token_accuracy": 0.9666158780455589,
|
|
"num_tokens": 294738.0,
|
|
"step": 192
|
|
},
|
|
{
|
|
"epoch": 7.0,
|
|
"grad_norm": 1.4141818284988403,
|
|
"learning_rate": 6.0625e-06,
|
|
"loss": 0.061,
|
|
"mean_token_accuracy": 0.9868465270847082,
|
|
"num_tokens": 343861.0,
|
|
"step": 224
|
|
},
|
|
{
|
|
"epoch": 8.0,
|
|
"grad_norm": 6.186761856079102,
|
|
"learning_rate": 4.0625000000000005e-06,
|
|
"loss": 0.0437,
|
|
"mean_token_accuracy": 0.9876908175647259,
|
|
"num_tokens": 392984.0,
|
|
"step": 256
|
|
},
|
|
{
|
|
"epoch": 9.0,
|
|
"grad_norm": 0.0,
|
|
"learning_rate": 2.0625e-06,
|
|
"loss": 0.0267,
|
|
"mean_token_accuracy": 0.9606593921780586,
|
|
"num_tokens": 442107.0,
|
|
"step": 288
|
|
},
|
|
{
|
|
"epoch": 10.0,
|
|
"grad_norm": 0.08612818270921707,
|
|
"learning_rate": 6.250000000000001e-08,
|
|
"loss": 0.017,
|
|
"mean_token_accuracy": 0.993696304038167,
|
|
"num_tokens": 491230.0,
|
|
"step": 320
|
|
},
|
|
{
|
|
"epoch": 10.0,
|
|
"step": 320,
|
|
"total_flos": 3034108976431104.0,
|
|
"train_loss": 0.6985519178211689,
|
|
"train_runtime": 385.0713,
|
|
"train_samples_per_second": 6.466,
|
|
"train_steps_per_second": 0.831
|
|
}
|
|
],
|
|
"logging_steps": 10,
|
|
"max_steps": 320,
|
|
"num_input_tokens_seen": 0,
|
|
"num_train_epochs": 10,
|
|
"save_steps": 1000,
|
|
"stateful_callbacks": {
|
|
"TrainerControl": {
|
|
"args": {
|
|
"should_epoch_stop": false,
|
|
"should_evaluate": false,
|
|
"should_log": false,
|
|
"should_save": false,
|
|
"should_training_stop": false
|
|
},
|
|
"attributes": {}
|
|
}
|
|
},
|
|
"total_flos": 3034108976431104.0,
|
|
"train_batch_size": 8,
|
|
"trial_name": null,
|
|
"trial_params": null
|
|
}
|