teapotllm / checkpoint-606 /trainer_state.json
zakerytclarke's picture
Upload folder using huggingface_hub
43b8ed2 verified
{
"best_metric": 0.029447482898831367,
"best_model_checkpoint": "./teapotllm/checkpoint-606",
"epoch": 3.0,
"eval_steps": 500,
"global_step": 606,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"em_boolean": 0.3,
"em_extraction": 0.5,
"em_json": 0.0,
"em_qa": 0.1,
"em_summarization": 0.0,
"em_unanswerable": 0.0,
"epoch": 1.0,
"mean_em": 0.10975609756097561,
"mean_similarity": 0.6266748062902834,
"mean_word_count_diff": 3.768292682926829,
"similarity_boolean": 0.7320177495479584,
"similarity_extraction": 0.6650020688772201,
"similarity_json": 0.6181394398212433,
"similarity_qa": 0.725223034620285,
"similarity_summarization": 0.7639468610286713,
"similarity_unanswerable": 0.550729572184776,
"word_count_diff_boolean": 1.3,
"word_count_diff_extraction": 2.8,
"word_count_diff_json": 1.3,
"word_count_diff_qa": 5.7,
"word_count_diff_summarization": 16.25,
"word_count_diff_unanswerable": 3.5
},
{
"epoch": 1.0,
"grad_norm": 0.10596980154514313,
"learning_rate": 4.5e-05,
"loss": 0.0797,
"step": 202
},
{
"epoch": 1.0,
"eval_loss": 0.03168938681483269,
"eval_runtime": 5.3625,
"eval_samples_per_second": 15.291,
"eval_steps_per_second": 2.051,
"step": 202
},
{
"em_boolean": 0.5,
"em_extraction": 0.5,
"em_json": 0.0,
"em_qa": 0.0,
"em_summarization": 0.0,
"em_unanswerable": 0.0,
"epoch": 2.0,
"mean_em": 0.12195121951219512,
"mean_similarity": 0.698546031944272,
"mean_word_count_diff": 3.8902439024390243,
"similarity_boolean": 0.805043651163578,
"similarity_extraction": 0.662638445571065,
"similarity_json": 0.6645591214299202,
"similarity_qa": 0.8006171345710754,
"similarity_summarization": 0.6312390118837357,
"similarity_unanswerable": 0.6691377643299731,
"word_count_diff_boolean": 1.6,
"word_count_diff_extraction": 4.2,
"word_count_diff_json": 1.1,
"word_count_diff_qa": 5.3,
"word_count_diff_summarization": 17.5,
"word_count_diff_unanswerable": 3.3421052631578947
},
{
"epoch": 2.0,
"grad_norm": 0.18695186078548431,
"learning_rate": 4e-05,
"loss": 0.025,
"step": 404
},
{
"epoch": 2.0,
"eval_loss": 0.259033203125,
"eval_runtime": 5.3856,
"eval_samples_per_second": 15.226,
"eval_steps_per_second": 2.042,
"step": 404
},
{
"em_boolean": 0.3,
"em_extraction": 0.4,
"em_json": 0.0,
"em_qa": 0.0,
"em_summarization": 0.0,
"em_unanswerable": 0.0,
"epoch": 3.0,
"mean_em": 0.08536585365853659,
"mean_similarity": 0.6537803071664601,
"mean_word_count_diff": 3.3902439024390243,
"similarity_boolean": 0.6942428797483444,
"similarity_extraction": 0.6155588641762734,
"similarity_json": 0.7249571442604065,
"similarity_qa": 0.7958889484405518,
"similarity_summarization": 0.7154000997543335,
"similarity_unanswerable": 0.5905764847993851,
"word_count_diff_boolean": 0.9,
"word_count_diff_extraction": 3.0,
"word_count_diff_json": 1.4,
"word_count_diff_qa": 4.3,
"word_count_diff_summarization": 18.75,
"word_count_diff_unanswerable": 2.8157894736842106
},
{
"epoch": 3.0,
"grad_norm": 0.10899668186903,
"learning_rate": 3.5e-05,
"loss": 0.0167,
"step": 606
},
{
"epoch": 3.0,
"eval_loss": 0.029447482898831367,
"eval_runtime": 5.3733,
"eval_samples_per_second": 15.261,
"eval_steps_per_second": 2.047,
"step": 606
}
],
"logging_steps": 500,
"max_steps": 2020,
"num_input_tokens_seen": 0,
"num_train_epochs": 10,
"save_steps": 500,
"stateful_callbacks": {
"TrainerControl": {
"args": {
"should_epoch_stop": false,
"should_evaluate": false,
"should_log": false,
"should_save": true,
"should_training_stop": false
},
"attributes": {}
}
},
"total_flos": 2793378756427776.0,
"train_batch_size": 2,
"trial_name": null,
"trial_params": null
}