math-llama-sft / trainer_state.json
aq1048576's picture
Upload math SFT checkpoint
8c8a274 verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 500,
"global_step": 3447,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"entropy": 0.5079199960827827,
"epoch": 0.1450536698578474,
"grad_norm": 0.67578125,
"learning_rate": 4.363528715216104e-05,
"loss": 0.5061,
"mean_token_accuracy": 0.847917699560523,
"num_tokens": 34675536.0,
"step": 500
},
{
"entropy": 0.4645708839818835,
"epoch": 0.2901073397156948,
"grad_norm": 0.609375,
"learning_rate": 3.6234458259325044e-05,
"loss": 0.4625,
"mean_token_accuracy": 0.8582921151965857,
"num_tokens": 69136517.0,
"step": 1000
},
{
"entropy": 0.4413825359642506,
"epoch": 0.4351610095735422,
"grad_norm": 0.5859375,
"learning_rate": 2.8833629366489046e-05,
"loss": 0.4391,
"mean_token_accuracy": 0.8642738572955132,
"num_tokens": 103657138.0,
"step": 1500
},
{
"entropy": 0.426292674459517,
"epoch": 0.5802146794313896,
"grad_norm": 0.58984375,
"learning_rate": 2.143280047365305e-05,
"loss": 0.4239,
"mean_token_accuracy": 0.8679788280278444,
"num_tokens": 138126943.0,
"step": 2000
},
{
"entropy": 0.41619670213758947,
"epoch": 0.725268349289237,
"grad_norm": 0.6015625,
"learning_rate": 1.4031971580817053e-05,
"loss": 0.4135,
"mean_token_accuracy": 0.8707230059802532,
"num_tokens": 172549297.0,
"step": 2500
},
{
"entropy": 0.41040751719474794,
"epoch": 0.8703220191470844,
"grad_norm": 0.61328125,
"learning_rate": 6.631142687981054e-06,
"loss": 0.4075,
"mean_token_accuracy": 0.8723464601933956,
"num_tokens": 207014931.0,
"step": 3000
},
{
"entropy": 0.40811442769647177,
"epoch": 1.0,
"mean_token_accuracy": 0.8727223603117386,
"num_tokens": 237886773.0,
"step": 3447,
"total_flos": 1.4839042051252683e+19,
"train_loss": 0.43732520784887674,
"train_runtime": 16918.1607,
"train_samples_per_second": 19.559,
"train_steps_per_second": 0.204
}
],
"logging_steps": 500,
"max_steps": 3447,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.4839042051252683e+19,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}