Qwen2.5-3B-Shell-SFT / checkpoint-12 /trainer_state.json
deathbyknowledge's picture
Update model from local folder: qwen2.5-3b-shell-sft
0d4ba6c verified
{
"best_global_step": null,
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 3.0,
"eval_steps": 6,
"global_step": 12,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.25,
"grad_norm": 88.1607934988436,
"learning_rate": 2e-05,
"loss": 2.335,
"mean_token_accuracy": 0.648490309715271,
"num_tokens": 21926.0,
"step": 1
},
{
"epoch": 0.5,
"grad_norm": 22.802312407394005,
"learning_rate": 1.8333333333333333e-05,
"loss": 1.1659,
"mean_token_accuracy": 0.7188374400138855,
"num_tokens": 46341.0,
"step": 2
},
{
"epoch": 0.75,
"grad_norm": 15.376065491761672,
"learning_rate": 1.6666666666666667e-05,
"loss": 0.9474,
"mean_token_accuracy": 0.7389319539070129,
"num_tokens": 68818.0,
"step": 3
},
{
"epoch": 1.0,
"grad_norm": 8.136678583492891,
"learning_rate": 1.5000000000000002e-05,
"loss": 0.7871,
"mean_token_accuracy": 0.7817161083221436,
"num_tokens": 90481.0,
"step": 4
},
{
"epoch": 1.25,
"grad_norm": 6.055337469344572,
"learning_rate": 1.3333333333333333e-05,
"loss": 0.6484,
"mean_token_accuracy": 0.8068888187408447,
"num_tokens": 112083.0,
"step": 5
},
{
"epoch": 1.5,
"grad_norm": 2.4346589397744043,
"learning_rate": 1.1666666666666668e-05,
"loss": 0.6135,
"mean_token_accuracy": 0.8205102682113647,
"num_tokens": 135399.0,
"step": 6
},
{
"epoch": 1.5,
"eval_loss": 0.6730726361274719,
"eval_mean_token_accuracy": 0.8092885613441467,
"eval_num_tokens": 135399.0,
"eval_runtime": 0.1928,
"eval_samples_per_second": 20.749,
"eval_steps_per_second": 5.187,
"step": 6
},
{
"epoch": 1.75,
"grad_norm": 1.9800824362829181,
"learning_rate": 1e-05,
"loss": 0.5734,
"mean_token_accuracy": 0.8318648934364319,
"num_tokens": 158941.0,
"step": 7
},
{
"epoch": 2.0,
"grad_norm": 1.7869036745320295,
"learning_rate": 8.333333333333334e-06,
"loss": 0.4918,
"mean_token_accuracy": 0.8499757647514343,
"num_tokens": 180442.0,
"step": 8
},
{
"epoch": 2.25,
"grad_norm": 1.6183509198161528,
"learning_rate": 6.666666666666667e-06,
"loss": 0.4559,
"mean_token_accuracy": 0.8571715354919434,
"num_tokens": 203358.0,
"step": 9
},
{
"epoch": 2.5,
"grad_norm": 1.4356865952246156,
"learning_rate": 5e-06,
"loss": 0.432,
"mean_token_accuracy": 0.8671599626541138,
"num_tokens": 226202.0,
"step": 10
},
{
"epoch": 2.75,
"grad_norm": 1.4409611264021458,
"learning_rate": 3.3333333333333333e-06,
"loss": 0.4264,
"mean_token_accuracy": 0.8663450479507446,
"num_tokens": 248675.0,
"step": 11
},
{
"epoch": 3.0,
"grad_norm": 1.4198612779446906,
"learning_rate": 1.6666666666666667e-06,
"loss": 0.4066,
"mean_token_accuracy": 0.872953474521637,
"num_tokens": 271758.0,
"step": 12
},
{
"epoch": 3.0,
"eval_loss": 0.6228852272033691,
"eval_mean_token_accuracy": 0.8320158123970032,
"eval_num_tokens": 271758.0,
"eval_runtime": 0.2559,
"eval_samples_per_second": 15.634,
"eval_steps_per_second": 3.908,
"step": 12
}
],
"logging_steps": 1,
"max_steps": 12,
"num_input_tokens_seen": 0,
"num_train_epochs": 3,
"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": 640950927360.0,
"train_batch_size": 8,
"trial_name": null,
"trial_params": null
}