{ "best_metric": 0.042461033910512924, "best_model_checkpoint": "./teapotllm/checkpoint-876", "epoch": 7.0, "eval_steps": 500, "global_step": 1533, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "em_boolean": 0.5294117647058824, "em_chat": 0.03783783783783784, "em_extraction": 0.5333333333333333, "em_qa": 0.5333333333333333, "em_summarization": 0.0, "em_unanswerable": 0.0, "epoch": 1.0, "mean_em": 0.12075471698113208, "mean_similarity": 0.6624939311014594, "mean_word_count_diff": 11.958490566037735, "similarity_boolean": 0.649950959993636, "similarity_chat": 0.6068178282194846, "similarity_extraction": 0.8274670541286469, "similarity_qa": 0.8895131280024846, "similarity_summarization": 0.7897715005609725, "similarity_unanswerable": 0.8186558306217193, "word_count_diff_boolean": 2.764705882352941, "word_count_diff_chat": 11.275675675675675, "word_count_diff_extraction": 1.8666666666666667, "word_count_diff_qa": 2.7333333333333334, "word_count_diff_summarization": 50.05555555555556, "word_count_diff_unanswerable": 4.4 }, { "epoch": 1.0, "grad_norm": 0.29226627945899963, "learning_rate": 1.314e-05, "loss": 0.0548, "step": 219 }, { "epoch": 1.0, "eval_loss": 0.04732182249426842, "eval_runtime": 17.2425, "eval_samples_per_second": 15.369, "eval_steps_per_second": 1.972, "step": 219 }, { "em_boolean": 0.7058823529411765, "em_chat": 0.05405405405405406, "em_extraction": 0.4, "em_qa": 0.4, "em_summarization": 0.0, "em_unanswerable": 0.0, "epoch": 2.0, "mean_em": 0.12830188679245283, "mean_similarity": 0.6936857629426808, "mean_word_count_diff": 11.475471698113207, "similarity_boolean": 0.7671171505661571, "similarity_chat": 0.6481531772158435, "similarity_extraction": 0.7221033732096355, "similarity_qa": 0.8645438591639201, "similarity_summarization": 0.824706514676412, "similarity_unanswerable": 0.8155314723650614, "word_count_diff_boolean": 2.7058823529411766, "word_count_diff_chat": 10.556756756756757, "word_count_diff_extraction": 2.933333333333333, "word_count_diff_qa": 3.2, "word_count_diff_summarization": 50.166666666666664, "word_count_diff_unanswerable": 3.1333333333333333 }, { "epoch": 2.0, "grad_norm": 0.30153563618659973, "learning_rate": 2.628e-05, "loss": 0.0445, "step": 438 }, { "epoch": 2.0, "eval_loss": 0.04412226751446724, "eval_runtime": 17.2255, "eval_samples_per_second": 15.384, "eval_steps_per_second": 1.974, "step": 438 }, { "em_boolean": 0.5882352941176471, "em_chat": 0.05945945945945946, "em_extraction": 0.4666666666666667, "em_qa": 0.5333333333333333, "em_summarization": 0.0, "em_unanswerable": 0.0, "epoch": 3.0, "mean_em": 0.13584905660377358, "mean_similarity": 0.7036299928109039, "mean_word_count_diff": 11.230188679245282, "similarity_boolean": 0.702288385699777, "similarity_chat": 0.6661249467549292, "similarity_extraction": 0.7363929619391759, "similarity_qa": 0.9095388889312744, "similarity_summarization": 0.7749250100718604, "similarity_unanswerable": 0.8434868295987447, "word_count_diff_boolean": 1.8823529411764706, "word_count_diff_chat": 10.41081081081081, "word_count_diff_extraction": 1.4, "word_count_diff_qa": 2.8666666666666667, "word_count_diff_summarization": 50.111111111111114, "word_count_diff_unanswerable": 3.466666666666667 }, { "epoch": 3.0, "grad_norm": 0.4190770983695984, "learning_rate": 2.9365689308796065e-05, "loss": 0.0366, "step": 657 }, { "epoch": 3.0, "eval_loss": 0.04255302622914314, "eval_runtime": 17.2484, "eval_samples_per_second": 15.364, "eval_steps_per_second": 1.971, "step": 657 }, { "em_boolean": 0.8823529411764706, "em_chat": 0.05405405405405406, "em_extraction": 0.6666666666666666, "em_qa": 0.3333333333333333, "em_summarization": 0.0, "em_unanswerable": 0.0, "epoch": 4.0, "mean_em": 0.1509433962264151, "mean_similarity": 0.7214625703522338, "mean_word_count_diff": 11.275471698113208, "similarity_boolean": 0.9250823608325685, "similarity_chat": 0.6629158062407294, "similarity_extraction": 0.9287973960240682, "similarity_qa": 0.8280642042557399, "similarity_summarization": 0.7930781609482236, "similarity_unanswerable": 0.8128950635592143, "word_count_diff_boolean": 0.5882352941176471, "word_count_diff_chat": 10.556756756756757, "word_count_diff_extraction": 0.4666666666666667, "word_count_diff_qa": 3.2, "word_count_diff_summarization": 50.27777777777778, "word_count_diff_unanswerable": 4.333333333333333 }, { "epoch": 4.0, "grad_norm": 0.34906384348869324, "learning_rate": 2.6482696742411827e-05, "loss": 0.0301, "step": 876 }, { "epoch": 4.0, "eval_loss": 0.042461033910512924, "eval_runtime": 17.2294, "eval_samples_per_second": 15.381, "eval_steps_per_second": 1.973, "step": 876 }, { "em_boolean": 0.8823529411764706, "em_chat": 0.07027027027027027, "em_extraction": 0.4, "em_qa": 0.6, "em_summarization": 0.0, "em_unanswerable": 0.0, "epoch": 5.0, "mean_em": 0.16226415094339622, "mean_similarity": 0.7417481038367973, "mean_word_count_diff": 10.89811320754717, "similarity_boolean": 0.9421353953726151, "similarity_chat": 0.6902955391922513, "similarity_extraction": 0.7581887672344844, "similarity_qa": 0.9694860418637593, "similarity_summarization": 0.795685844288932, "similarity_unanswerable": 0.840320247411728, "word_count_diff_boolean": 0.0, "word_count_diff_chat": 10.04864864864865, "word_count_diff_extraction": 2.066666666666667, "word_count_diff_qa": 2.3333333333333335, "word_count_diff_summarization": 50.111111111111114, "word_count_diff_unanswerable": 4.066666666666666 }, { "epoch": 5.0, "grad_norm": 0.2575681209564209, "learning_rate": 2.17227572135781e-05, "loss": 0.0252, "step": 1095 }, { "epoch": 5.0, "eval_loss": 0.043407145887613297, "eval_runtime": 17.2466, "eval_samples_per_second": 15.365, "eval_steps_per_second": 1.971, "step": 1095 }, { "em_boolean": 0.8235294117647058, "em_chat": 0.04864864864864865, "em_extraction": 0.4666666666666667, "em_qa": 0.3333333333333333, "em_summarization": 0.0, "em_unanswerable": 0.0, "epoch": 6.0, "mean_em": 0.1320754716981132, "mean_similarity": 0.712902327184126, "mean_word_count_diff": 11.09433962264151, "similarity_boolean": 0.8407609323587488, "similarity_chat": 0.6657742724023961, "similarity_extraction": 0.8315838446219762, "similarity_qa": 0.8299160649379095, "similarity_summarization": 0.7715526024500529, "similarity_unanswerable": 0.8431663314501444, "word_count_diff_boolean": 1.2352941176470589, "word_count_diff_chat": 10.183783783783785, "word_count_diff_extraction": 1.5333333333333334, "word_count_diff_qa": 3.2, "word_count_diff_summarization": 50.22222222222222, "word_count_diff_unanswerable": 4.0 }, { "epoch": 6.0, "grad_norm": 0.08031666278839111, "learning_rate": 1.586392436600814e-05, "loss": 0.0221, "step": 1314 }, { "epoch": 6.0, "eval_loss": 0.04415750876069069, "eval_runtime": 17.2236, "eval_samples_per_second": 15.386, "eval_steps_per_second": 1.974, "step": 1314 }, { "em_boolean": 0.8823529411764706, "em_chat": 0.07567567567567568, "em_extraction": 0.4, "em_qa": 0.4, "em_summarization": 0.0, "em_unanswerable": 0.0, "epoch": 7.0, "mean_em": 0.15471698113207547, "mean_similarity": 0.7240072643349194, "mean_word_count_diff": 11.026415094339622, "similarity_boolean": 0.8786488135947901, "similarity_chat": 0.6825028176545291, "similarity_extraction": 0.7764622618754705, "similarity_qa": 0.8644786556561788, "similarity_summarization": 0.7805107865068648, "similarity_unanswerable": 0.7999044020970663, "word_count_diff_boolean": 1.1764705882352942, "word_count_diff_chat": 10.151351351351352, "word_count_diff_extraction": 1.5333333333333334, "word_count_diff_qa": 3.1333333333333333, "word_count_diff_summarization": 50.388888888888886, "word_count_diff_unanswerable": 3.1333333333333333 }, { "epoch": 7.0, "grad_norm": 0.21582281589508057, "learning_rate": 9.863875543572635e-06, "loss": 0.0193, "step": 1533 }, { "epoch": 7.0, "eval_loss": 0.0449073351919651, "eval_runtime": 17.225, "eval_samples_per_second": 15.385, "eval_steps_per_second": 1.974, "step": 1533 } ], "logging_steps": 500, "max_steps": 2190, "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": 1.4084436947632128e+16, "train_batch_size": 4, "trial_name": null, "trial_params": null }