Mistral_AAID_mixed_train / trainer_state.json
Holmeister's picture
End of training
e5f12be verified
{
"best_metric": 0.5498435497283936,
"best_model_checkpoint": "saves/Mistral-7B/lora/train_1/checkpoint-200",
"epoch": 0.8750341810226961,
"eval_steps": 200,
"global_step": 800,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.21875854525567404,
"grad_norm": 0.3536713123321533,
"learning_rate": 0.00029607910744048336,
"loss": 0.3412,
"step": 200
},
{
"epoch": 0.21875854525567404,
"eval_loss": 0.5498435497283936,
"eval_runtime": 2920.9291,
"eval_samples_per_second": 16.132,
"eval_steps_per_second": 2.016,
"step": 200
},
{
"epoch": 0.4375170905113481,
"grad_norm": 0.8507637977600098,
"learning_rate": 0.0002845214084081106,
"loss": 0.2411,
"step": 400
},
{
"epoch": 0.4375170905113481,
"eval_loss": 0.6299997568130493,
"eval_runtime": 2923.2178,
"eval_samples_per_second": 16.119,
"eval_steps_per_second": 2.015,
"step": 400
},
{
"epoch": 0.6562756357670222,
"grad_norm": 0.9282531142234802,
"learning_rate": 0.0002659311228514304,
"loss": 0.151,
"step": 600
},
{
"epoch": 0.6562756357670222,
"eval_loss": 0.7690626978874207,
"eval_runtime": 2919.5919,
"eval_samples_per_second": 16.139,
"eval_steps_per_second": 2.017,
"step": 600
},
{
"epoch": 0.8750341810226961,
"grad_norm": 0.9569716453552246,
"learning_rate": 0.00024128012426802252,
"loss": 0.0776,
"step": 800
},
{
"epoch": 0.8750341810226961,
"eval_loss": 0.9307376146316528,
"eval_runtime": 2921.0195,
"eval_samples_per_second": 16.131,
"eval_steps_per_second": 2.016,
"step": 800
},
{
"epoch": 0.8750341810226961,
"step": 800,
"total_flos": 1.5356652743578092e+18,
"train_loss": 0.20272158622741698,
"train_runtime": 49525.417,
"train_samples_per_second": 14.177,
"train_steps_per_second": 0.055
}
],
"logging_steps": 200,
"max_steps": 2742,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"save_steps": 200,
"stateful_callbacks": {
"EarlyStoppingCallback": {
"args": {
"early_stopping_patience": 3,
"early_stopping_threshold": 0.0
},
"attributes": {
"early_stopping_patience_counter": 0
}
},
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": true
},
"attributes": {}
}
},
"total_flos": 1.5356652743578092e+18,
"train_batch_size": 32,
"trial_name": null,
"trial_params": null
}