zephyr-7b-math-train-test / trainer_state.json
scottsuk0306's picture
Model save
7bbb34a verified
raw
history blame
6.2 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 10.0,
"eval_steps": 500,
"global_step": 100,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.1,
"grad_norm": 18.916099095189473,
"learning_rate": 1.0000000000000002e-06,
"loss": 0.9574,
"step": 1
},
{
"epoch": 0.5,
"grad_norm": 21.53952313643694,
"learning_rate": 5e-06,
"loss": 0.8754,
"step": 5
},
{
"epoch": 1.0,
"grad_norm": 5.798825182601948,
"learning_rate": 1e-05,
"loss": 0.746,
"step": 10
},
{
"epoch": 1.0,
"eval_loss": 0.6230876445770264,
"eval_runtime": 5.7302,
"eval_samples_per_second": 53.052,
"eval_steps_per_second": 1.745,
"step": 10
},
{
"epoch": 1.5,
"grad_norm": 3.2446769999187137,
"learning_rate": 9.924038765061042e-06,
"loss": 0.5866,
"step": 15
},
{
"epoch": 2.0,
"grad_norm": 2.9248994732336526,
"learning_rate": 9.698463103929542e-06,
"loss": 0.5258,
"step": 20
},
{
"epoch": 2.0,
"eval_loss": 0.3843041658401489,
"eval_runtime": 5.7293,
"eval_samples_per_second": 53.061,
"eval_steps_per_second": 1.745,
"step": 20
},
{
"epoch": 2.5,
"grad_norm": 3.044511051436622,
"learning_rate": 9.330127018922195e-06,
"loss": 0.3601,
"step": 25
},
{
"epoch": 3.0,
"grad_norm": 2.817325596304153,
"learning_rate": 8.83022221559489e-06,
"loss": 0.3183,
"step": 30
},
{
"epoch": 3.0,
"eval_loss": 0.1999027132987976,
"eval_runtime": 5.7226,
"eval_samples_per_second": 53.123,
"eval_steps_per_second": 1.747,
"step": 30
},
{
"epoch": 3.5,
"grad_norm": 3.4431057415284267,
"learning_rate": 8.213938048432697e-06,
"loss": 0.1832,
"step": 35
},
{
"epoch": 4.0,
"grad_norm": 2.7772199860436415,
"learning_rate": 7.500000000000001e-06,
"loss": 0.16,
"step": 40
},
{
"epoch": 4.0,
"eval_loss": 0.0864211916923523,
"eval_runtime": 5.7261,
"eval_samples_per_second": 53.09,
"eval_steps_per_second": 1.746,
"step": 40
},
{
"epoch": 4.5,
"grad_norm": 3.315697037143245,
"learning_rate": 6.710100716628345e-06,
"loss": 0.0802,
"step": 45
},
{
"epoch": 5.0,
"grad_norm": 2.0887623280319887,
"learning_rate": 5.8682408883346535e-06,
"loss": 0.0811,
"step": 50
},
{
"epoch": 5.0,
"eval_loss": 0.04959693178534508,
"eval_runtime": 5.7295,
"eval_samples_per_second": 53.059,
"eval_steps_per_second": 1.745,
"step": 50
},
{
"epoch": 5.5,
"grad_norm": 2.1432132959969725,
"learning_rate": 5e-06,
"loss": 0.0479,
"step": 55
},
{
"epoch": 6.0,
"grad_norm": 1.8407217223386276,
"learning_rate": 4.131759111665349e-06,
"loss": 0.0502,
"step": 60
},
{
"epoch": 6.0,
"eval_loss": 0.034496039152145386,
"eval_runtime": 5.726,
"eval_samples_per_second": 53.091,
"eval_steps_per_second": 1.746,
"step": 60
},
{
"epoch": 6.5,
"grad_norm": 1.5928033449038717,
"learning_rate": 3.289899283371657e-06,
"loss": 0.0339,
"step": 65
},
{
"epoch": 7.0,
"grad_norm": 1.359878925254289,
"learning_rate": 2.5000000000000015e-06,
"loss": 0.035,
"step": 70
},
{
"epoch": 7.0,
"eval_loss": 0.025400497019290924,
"eval_runtime": 5.7281,
"eval_samples_per_second": 53.072,
"eval_steps_per_second": 1.746,
"step": 70
},
{
"epoch": 7.5,
"grad_norm": 1.1463040760182688,
"learning_rate": 1.7860619515673034e-06,
"loss": 0.0248,
"step": 75
},
{
"epoch": 8.0,
"grad_norm": 1.0125936690851214,
"learning_rate": 1.1697777844051105e-06,
"loss": 0.0241,
"step": 80
},
{
"epoch": 8.0,
"eval_loss": 0.0185158122330904,
"eval_runtime": 5.7304,
"eval_samples_per_second": 53.051,
"eval_steps_per_second": 1.745,
"step": 80
},
{
"epoch": 8.5,
"grad_norm": 0.8554989663331637,
"learning_rate": 6.698729810778065e-07,
"loss": 0.0177,
"step": 85
},
{
"epoch": 9.0,
"grad_norm": 0.6771852125259162,
"learning_rate": 3.015368960704584e-07,
"loss": 0.0165,
"step": 90
},
{
"epoch": 9.0,
"eval_loss": 0.014229783788323402,
"eval_runtime": 5.7297,
"eval_samples_per_second": 53.057,
"eval_steps_per_second": 1.745,
"step": 90
},
{
"epoch": 9.5,
"grad_norm": 0.5405112996842772,
"learning_rate": 7.59612349389599e-08,
"loss": 0.0135,
"step": 95
},
{
"epoch": 10.0,
"grad_norm": 0.5192308458018222,
"learning_rate": 0.0,
"loss": 0.0129,
"step": 100
},
{
"epoch": 10.0,
"eval_loss": 0.01297028735280037,
"eval_runtime": 5.7028,
"eval_samples_per_second": 53.307,
"eval_steps_per_second": 1.754,
"step": 100
},
{
"epoch": 10.0,
"step": 100,
"total_flos": 20937965568000.0,
"train_loss": 0.21048430703580379,
"train_runtime": 572.8088,
"train_samples_per_second": 10.737,
"train_steps_per_second": 0.175
}
],
"logging_steps": 5,
"max_steps": 100,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 100,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 20937965568000.0,
"train_batch_size": 16,
"trial_name": null,
"trial_params": null
}