epidemiology_sft_5000_mcq_1epoch / trainer_state.json
Howard881010's picture
Upload folder using huggingface_hub
69646ca verified
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 1.0,
"eval_steps": 30,
"global_step": 225,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.044444444444444446,
"grad_norm": 0.3667745590209961,
"learning_rate": 9.951340343707852e-05,
"loss": 0.307,
"step": 10
},
{
"epoch": 0.08888888888888889,
"grad_norm": 0.016515299677848816,
"learning_rate": 9.806308479691595e-05,
"loss": 0.0062,
"step": 20
},
{
"epoch": 0.13333333333333333,
"grad_norm": 0.09039086103439331,
"learning_rate": 9.567727288213005e-05,
"loss": 0.0042,
"step": 30
},
{
"epoch": 0.13333333333333333,
"eval_loss": 0.004083628766238689,
"eval_runtime": 51.9939,
"eval_samples_per_second": 9.617,
"eval_steps_per_second": 0.481,
"step": 30
},
{
"epoch": 0.17777777777777778,
"grad_norm": 0.0036161942407488823,
"learning_rate": 9.24024048078213e-05,
"loss": 0.0041,
"step": 40
},
{
"epoch": 0.2222222222222222,
"grad_norm": 0.03548239916563034,
"learning_rate": 8.83022221559489e-05,
"loss": 0.0039,
"step": 50
},
{
"epoch": 0.26666666666666666,
"grad_norm": 0.03349478542804718,
"learning_rate": 8.345653031794292e-05,
"loss": 0.004,
"step": 60
},
{
"epoch": 0.26666666666666666,
"eval_loss": 0.003905750811100006,
"eval_runtime": 52.0248,
"eval_samples_per_second": 9.611,
"eval_steps_per_second": 0.481,
"step": 60
},
{
"epoch": 0.3111111111111111,
"grad_norm": 0.003334084525704384,
"learning_rate": 7.795964517353735e-05,
"loss": 0.004,
"step": 70
},
{
"epoch": 0.35555555555555557,
"grad_norm": 0.0032222650479525328,
"learning_rate": 7.191855733945387e-05,
"loss": 0.004,
"step": 80
},
{
"epoch": 0.4,
"grad_norm": 0.009061365388333797,
"learning_rate": 6.545084971874738e-05,
"loss": 0.0039,
"step": 90
},
{
"epoch": 0.4,
"eval_loss": 0.0039283959195017815,
"eval_runtime": 52.0001,
"eval_samples_per_second": 9.615,
"eval_steps_per_second": 0.481,
"step": 90
},
{
"epoch": 0.4444444444444444,
"grad_norm": 0.001912094303406775,
"learning_rate": 5.868240888334653e-05,
"loss": 0.004,
"step": 100
},
{
"epoch": 0.4888888888888889,
"grad_norm": 0.007684116251766682,
"learning_rate": 5.174497483512506e-05,
"loss": 0.0039,
"step": 110
},
{
"epoch": 0.5333333333333333,
"grad_norm": 0.0023366182576864958,
"learning_rate": 4.477357683661734e-05,
"loss": 0.0039,
"step": 120
},
{
"epoch": 0.5333333333333333,
"eval_loss": 0.003954995423555374,
"eval_runtime": 52.0391,
"eval_samples_per_second": 9.608,
"eval_steps_per_second": 0.48,
"step": 120
},
{
"epoch": 0.5777777777777777,
"grad_norm": 0.003150626551359892,
"learning_rate": 3.790390522001662e-05,
"loss": 0.0039,
"step": 130
},
{
"epoch": 0.6222222222222222,
"grad_norm": 0.001225905492901802,
"learning_rate": 3.12696703292044e-05,
"loss": 0.0039,
"step": 140
},
{
"epoch": 0.6666666666666666,
"grad_norm": 0.004419529344886541,
"learning_rate": 2.500000000000001e-05,
"loss": 0.0039,
"step": 150
},
{
"epoch": 0.6666666666666666,
"eval_loss": 0.003903371747583151,
"eval_runtime": 52.037,
"eval_samples_per_second": 9.609,
"eval_steps_per_second": 0.48,
"step": 150
},
{
"epoch": 0.7111111111111111,
"grad_norm": 0.0037097111344337463,
"learning_rate": 1.9216926233717085e-05,
"loss": 0.0039,
"step": 160
},
{
"epoch": 0.7555555555555555,
"grad_norm": 0.011564449407160282,
"learning_rate": 1.4033009983067452e-05,
"loss": 0.0039,
"step": 170
},
{
"epoch": 0.8,
"grad_norm": 0.019085539504885674,
"learning_rate": 9.549150281252633e-06,
"loss": 0.0039,
"step": 180
},
{
"epoch": 0.8,
"eval_loss": 0.003919120877981186,
"eval_runtime": 52.0957,
"eval_samples_per_second": 9.598,
"eval_steps_per_second": 0.48,
"step": 180
},
{
"epoch": 0.8444444444444444,
"grad_norm": 0.0039107827469706535,
"learning_rate": 5.852620357053651e-06,
"loss": 0.0039,
"step": 190
},
{
"epoch": 0.8888888888888888,
"grad_norm": 0.011299680918455124,
"learning_rate": 3.0153689607045845e-06,
"loss": 0.0039,
"step": 200
},
{
"epoch": 0.9333333333333333,
"grad_norm": 0.0018409871263429523,
"learning_rate": 1.0926199633097157e-06,
"loss": 0.0039,
"step": 210
},
{
"epoch": 0.9333333333333333,
"eval_loss": 0.003911687061190605,
"eval_runtime": 52.1073,
"eval_samples_per_second": 9.596,
"eval_steps_per_second": 0.48,
"step": 210
},
{
"epoch": 0.9777777777777777,
"grad_norm": 0.0032750105019658804,
"learning_rate": 1.2179748700879012e-07,
"loss": 0.0038,
"step": 220
},
{
"epoch": 1.0,
"step": 225,
"total_flos": 3.68076153035948e+17,
"train_loss": 0.017504285780919924,
"train_runtime": 1899.4331,
"train_samples_per_second": 2.369,
"train_steps_per_second": 0.118
}
],
"logging_steps": 10,
"max_steps": 225,
"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": 3.68076153035948e+17,
"train_batch_size": 10,
"trial_name": null,
"trial_params": null
}