sft-llama-3p2-3b-22adeb-chkpt110 / trainer_state.json
nam-withpi's picture
Add files using upload-large-folder tool
4c85ceb verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 4.8,
"eval_steps": 22,
"global_step": 110,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.4888888888888889,
"grad_norm": 0.9318796396255493,
"learning_rate": 0.00018857142857142857,
"loss": 2.4418,
"mean_token_accuracy": 0.5003274670194231,
"step": 11,
"timestamp_in_seconds": 1740058570.7495685
},
{
"epoch": 0.9777777777777777,
"grad_norm": 0.8860308527946472,
"learning_rate": 0.00016761904761904763,
"loss": 1.9864,
"mean_token_accuracy": 0.5491961038627919,
"step": 22,
"timestamp_in_seconds": 1740058588.2654634
},
{
"contract_score": 0.5170776833233711,
"epoch": 0.9777777777777777,
"eval_loss": 2.119361162185669,
"eval_mean_token_accuracy": 0.5128270433443488,
"eval_runtime": 0.524,
"eval_samples_per_second": 38.169,
"eval_steps_per_second": 5.725,
"step": 22,
"timestamp_in_seconds": 1740058617.4410768
},
{
"epoch": 1.4444444444444444,
"grad_norm": 0.8875806927680969,
"learning_rate": 0.00014666666666666666,
"loss": 1.7433,
"mean_token_accuracy": 0.5918375980378316,
"step": 33,
"timestamp_in_seconds": 1740058634.3158836
},
{
"epoch": 1.9333333333333333,
"grad_norm": 1.0898572206497192,
"learning_rate": 0.00012571428571428572,
"loss": 1.8075,
"mean_token_accuracy": 0.5785033192624862,
"step": 44,
"timestamp_in_seconds": 1740058651.833792
},
{
"contract_score": 0.5216960497800869,
"epoch": 1.9333333333333333,
"eval_loss": 2.1378540992736816,
"eval_mean_token_accuracy": 0.4983097909781991,
"eval_runtime": 0.5221,
"eval_samples_per_second": 38.303,
"eval_steps_per_second": 5.745,
"step": 44,
"timestamp_in_seconds": 1740058680.6121447
},
{
"epoch": 2.4,
"grad_norm": 1.2661283016204834,
"learning_rate": 0.00010476190476190477,
"loss": 1.4937,
"mean_token_accuracy": 0.6320650446268925,
"step": 55,
"timestamp_in_seconds": 1740058697.4347959
},
{
"epoch": 2.888888888888889,
"grad_norm": 1.691213607788086,
"learning_rate": 8.380952380952382e-05,
"loss": 1.409,
"mean_token_accuracy": 0.6488769100266372,
"step": 66,
"timestamp_in_seconds": 1740058714.934673
},
{
"contract_score": 0.5374702803883722,
"epoch": 2.888888888888889,
"eval_loss": 2.2828011512756348,
"eval_mean_token_accuracy": 0.4983097909781991,
"eval_runtime": 0.522,
"eval_samples_per_second": 38.312,
"eval_steps_per_second": 5.747,
"step": 66,
"timestamp_in_seconds": 1740058746.603091
},
{
"epoch": 3.3555555555555556,
"grad_norm": 2.212834119796753,
"learning_rate": 6.285714285714286e-05,
"loss": 1.0352,
"mean_token_accuracy": 0.7221250653501003,
"step": 77,
"timestamp_in_seconds": 1740058763.4824302
},
{
"epoch": 3.8444444444444446,
"grad_norm": 2.533773899078369,
"learning_rate": 4.190476190476191e-05,
"loss": 0.9292,
"mean_token_accuracy": 0.7455536097074219,
"step": 88,
"timestamp_in_seconds": 1740058781.1095395
},
{
"contract_score": 0.5145041195676524,
"epoch": 3.8444444444444446,
"eval_loss": 2.5186023712158203,
"eval_mean_token_accuracy": 0.4868165874886475,
"eval_runtime": 0.5208,
"eval_samples_per_second": 38.406,
"eval_steps_per_second": 5.761,
"step": 88,
"timestamp_in_seconds": 1740058807.5439005
},
{
"epoch": 4.311111111111111,
"grad_norm": 2.1104252338409424,
"learning_rate": 2.0952380952380954e-05,
"loss": 0.8056,
"mean_token_accuracy": 0.7859161157789674,
"step": 99,
"timestamp_in_seconds": 1740058824.42298
},
{
"epoch": 4.8,
"grad_norm": 2.379983901977539,
"learning_rate": 0.0,
"loss": 0.644,
"mean_token_accuracy": 0.8199670519498358,
"step": 110,
"timestamp_in_seconds": 1740058842.0086482
},
{
"epoch": 4.8,
"eval_loss": 2.7059178352355957,
"eval_mean_token_accuracy": 0.4916755852569576,
"eval_runtime": 0.5201,
"eval_samples_per_second": 38.456,
"eval_steps_per_second": 5.768,
"step": 110,
"timestamp_in_seconds": 1740058842.5604758
}
],
"logging_steps": 11,
"max_steps": 110,
"num_input_tokens_seen": 0,
"num_train_epochs": 5,
"save_steps": 22,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 5949225070012416.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}