{ "best_global_step": 955, "best_metric": 0.3973127603530884, "best_model_checkpoint": "finbert_model/checkpoint-955", "epoch": 1.0, "eval_steps": 500, "global_step": 955, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02617801047120419, "grad_norm": 5.389065742492676, "learning_rate": 1.9832460732984295e-05, "loss": 1.0684, "step": 25 }, { "epoch": 0.05235602094240838, "grad_norm": 10.32921314239502, "learning_rate": 1.9657940663176267e-05, "loss": 0.7284, "step": 50 }, { "epoch": 0.07853403141361257, "grad_norm": 6.734121322631836, "learning_rate": 1.948342059336824e-05, "loss": 0.7981, "step": 75 }, { "epoch": 0.10471204188481675, "grad_norm": 8.204632759094238, "learning_rate": 1.930890052356021e-05, "loss": 0.5878, "step": 100 }, { "epoch": 0.13089005235602094, "grad_norm": 10.211732864379883, "learning_rate": 1.9134380453752185e-05, "loss": 0.7182, "step": 125 }, { "epoch": 0.15706806282722513, "grad_norm": 9.390113830566406, "learning_rate": 1.8959860383944157e-05, "loss": 0.72, "step": 150 }, { "epoch": 0.18324607329842932, "grad_norm": 11.717000007629395, "learning_rate": 1.8785340314136128e-05, "loss": 0.6367, "step": 175 }, { "epoch": 0.2094240837696335, "grad_norm": 8.935040473937988, "learning_rate": 1.86108202443281e-05, "loss": 0.6106, "step": 200 }, { "epoch": 0.2356020942408377, "grad_norm": 11.59050464630127, "learning_rate": 1.843630017452007e-05, "loss": 0.6202, "step": 225 }, { "epoch": 0.2617801047120419, "grad_norm": 7.747163772583008, "learning_rate": 1.8261780104712043e-05, "loss": 0.669, "step": 250 }, { "epoch": 0.2879581151832461, "grad_norm": 16.7243595123291, "learning_rate": 1.8087260034904015e-05, "loss": 0.4931, "step": 275 }, { "epoch": 0.31413612565445026, "grad_norm": 7.23421049118042, "learning_rate": 1.7912739965095986e-05, "loss": 0.5974, "step": 300 }, { "epoch": 0.3403141361256545, "grad_norm": 6.768913269042969, "learning_rate": 1.773821989528796e-05, "loss": 0.4926, "step": 325 }, { "epoch": 0.36649214659685864, "grad_norm": 3.186237096786499, "learning_rate": 1.7563699825479933e-05, "loss": 0.4709, "step": 350 }, { "epoch": 0.39267015706806285, "grad_norm": 12.499926567077637, "learning_rate": 1.7389179755671904e-05, "loss": 0.5128, "step": 375 }, { "epoch": 0.418848167539267, "grad_norm": 8.35361099243164, "learning_rate": 1.7214659685863876e-05, "loss": 0.5878, "step": 400 }, { "epoch": 0.44502617801047123, "grad_norm": 6.956220626831055, "learning_rate": 1.7040139616055848e-05, "loss": 0.4794, "step": 425 }, { "epoch": 0.4712041884816754, "grad_norm": 15.914446830749512, "learning_rate": 1.686561954624782e-05, "loss": 0.5827, "step": 450 }, { "epoch": 0.4973821989528796, "grad_norm": 15.149320602416992, "learning_rate": 1.669109947643979e-05, "loss": 0.5467, "step": 475 }, { "epoch": 0.5235602094240838, "grad_norm": 10.100659370422363, "learning_rate": 1.6516579406631763e-05, "loss": 0.525, "step": 500 }, { "epoch": 0.5497382198952879, "grad_norm": 8.821247100830078, "learning_rate": 1.6342059336823738e-05, "loss": 0.5345, "step": 525 }, { "epoch": 0.5759162303664922, "grad_norm": 14.301637649536133, "learning_rate": 1.616753926701571e-05, "loss": 0.5115, "step": 550 }, { "epoch": 0.6020942408376964, "grad_norm": 14.779314994812012, "learning_rate": 1.599301919720768e-05, "loss": 0.5034, "step": 575 }, { "epoch": 0.6282722513089005, "grad_norm": 9.956971168518066, "learning_rate": 1.5818499127399652e-05, "loss": 0.3719, "step": 600 }, { "epoch": 0.6544502617801047, "grad_norm": 17.58684730529785, "learning_rate": 1.5643979057591624e-05, "loss": 0.5269, "step": 625 }, { "epoch": 0.680628272251309, "grad_norm": 10.585662841796875, "learning_rate": 1.5469458987783596e-05, "loss": 0.574, "step": 650 }, { "epoch": 0.7068062827225131, "grad_norm": 17.19683074951172, "learning_rate": 1.5294938917975567e-05, "loss": 0.4294, "step": 675 }, { "epoch": 0.7329842931937173, "grad_norm": 14.906782150268555, "learning_rate": 1.5120418848167539e-05, "loss": 0.4861, "step": 700 }, { "epoch": 0.7591623036649214, "grad_norm": 12.943304061889648, "learning_rate": 1.4945898778359514e-05, "loss": 0.4121, "step": 725 }, { "epoch": 0.7853403141361257, "grad_norm": 0.5662004351615906, "learning_rate": 1.4771378708551485e-05, "loss": 0.5198, "step": 750 }, { "epoch": 0.8115183246073299, "grad_norm": 7.927789211273193, "learning_rate": 1.4596858638743457e-05, "loss": 0.4721, "step": 775 }, { "epoch": 0.837696335078534, "grad_norm": 6.3558855056762695, "learning_rate": 1.4422338568935429e-05, "loss": 0.3977, "step": 800 }, { "epoch": 0.8638743455497382, "grad_norm": 17.170700073242188, "learning_rate": 1.4247818499127402e-05, "loss": 0.3493, "step": 825 }, { "epoch": 0.8900523560209425, "grad_norm": 15.060056686401367, "learning_rate": 1.4073298429319373e-05, "loss": 0.5364, "step": 850 }, { "epoch": 0.9162303664921466, "grad_norm": 11.084234237670898, "learning_rate": 1.3898778359511345e-05, "loss": 0.4815, "step": 875 }, { "epoch": 0.9424083769633508, "grad_norm": 11.328404426574707, "learning_rate": 1.3724258289703317e-05, "loss": 0.5914, "step": 900 }, { "epoch": 0.9685863874345549, "grad_norm": 14.335894584655762, "learning_rate": 1.354973821989529e-05, "loss": 0.4111, "step": 925 }, { "epoch": 0.9947643979057592, "grad_norm": 11.200068473815918, "learning_rate": 1.3375218150087262e-05, "loss": 0.4069, "step": 950 }, { "epoch": 1.0, "eval_accuracy": 0.8690413829229964, "eval_f1": 0.8665004404377881, "eval_loss": 0.3973127603530884, "eval_runtime": 4.1083, "eval_samples_per_second": 464.669, "eval_steps_per_second": 58.175, "step": 955 } ], "logging_steps": 25, "max_steps": 2865, "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": false }, "attributes": {} } }, "total_flos": 502151957733888.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }