{ "best_metric": 1.6594650745391846, "best_model_checkpoint": "/data/user_data/gonilude/python_and_text_pythia_70m/checkpoint-150", "epoch": 3.0, "eval_steps": 50, "global_step": 237, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0, "eval_accuracy": 0.22535211267605634, "eval_loss": 7.193855285644531, "eval_runtime": 0.2991, "eval_samples_per_second": 237.392, "eval_steps_per_second": 30.092, "num_input_tokens_seen": 0, "step": 0 }, { "epoch": 0.012658227848101266, "grad_norm": NaN, "learning_rate": 0.0, "loss": 8.2293, "num_input_tokens_seen": 8192, "step": 1 }, { "epoch": 0.06329113924050633, "grad_norm": Infinity, "learning_rate": 0.0, "loss": 8.6977, "num_input_tokens_seen": 40960, "step": 5 }, { "epoch": 0.12658227848101267, "grad_norm": 434.0960388183594, "learning_rate": 1e-05, "loss": 8.1873, "num_input_tokens_seen": 81920, "step": 10 }, { "epoch": 0.189873417721519, "grad_norm": 457.978271484375, "learning_rate": 2e-05, "loss": 5.5601, "num_input_tokens_seen": 122880, "step": 15 }, { "epoch": 0.25316455696202533, "grad_norm": 342.55340576171875, "learning_rate": 1.9976483726428423e-05, "loss": 3.0969, "num_input_tokens_seen": 163840, "step": 20 }, { "epoch": 0.31645569620253167, "grad_norm": 1078.478271484375, "learning_rate": 1.9939835156657616e-05, "loss": 2.4498, "num_input_tokens_seen": 204800, "step": 25 }, { "epoch": 0.379746835443038, "grad_norm": 316.6920166015625, "learning_rate": 1.9841388720031727e-05, "loss": 1.9535, "num_input_tokens_seen": 245760, "step": 30 }, { "epoch": 0.4430379746835443, "grad_norm": 692.9888916015625, "learning_rate": 1.9729275686705832e-05, "loss": 2.7533, "num_input_tokens_seen": 286720, "step": 35 }, { "epoch": 0.5063291139240507, "grad_norm": 223.78614807128906, "learning_rate": 1.9547993211399753e-05, "loss": 1.9428, "num_input_tokens_seen": 327680, "step": 40 }, { "epoch": 0.569620253164557, "grad_norm": 218.17137145996094, "learning_rate": 1.932180409200991e-05, "loss": 2.6774, "num_input_tokens_seen": 368640, "step": 45 }, { "epoch": 0.6329113924050633, "grad_norm": 219.60426330566406, "learning_rate": 1.905177215357839e-05, "loss": 1.7511, "num_input_tokens_seen": 409600, "step": 50 }, { "epoch": 0.6329113924050633, "eval_accuracy": 0.14084507042253522, "eval_loss": 1.9312864542007446, "eval_runtime": 0.1429, "eval_samples_per_second": 496.992, "eval_steps_per_second": 62.999, "num_input_tokens_seen": 409600, "step": 50 }, { "epoch": 0.6962025316455697, "grad_norm": 167.01634216308594, "learning_rate": 1.8739167425092644e-05, "loss": 1.8037, "num_input_tokens_seen": 450560, "step": 55 }, { "epoch": 0.759493670886076, "grad_norm": 194.86444091796875, "learning_rate": 1.838546016621564e-05, "loss": 1.7087, "num_input_tokens_seen": 491520, "step": 60 }, { "epoch": 0.8227848101265823, "grad_norm": 182.9615478515625, "learning_rate": 1.7992313952280175e-05, "loss": 1.8595, "num_input_tokens_seen": 532480, "step": 65 }, { "epoch": 0.8860759493670886, "grad_norm": 387.1624450683594, "learning_rate": 1.7561577850070355e-05, "loss": 1.7605, "num_input_tokens_seen": 573440, "step": 70 }, { "epoch": 0.9493670886075949, "grad_norm": 115.52404022216797, "learning_rate": 1.709527772118953e-05, "loss": 1.8325, "num_input_tokens_seen": 614400, "step": 75 }, { "epoch": 1.0126582278481013, "grad_norm": 225.36166381835938, "learning_rate": 1.659560669391714e-05, "loss": 1.805, "num_input_tokens_seen": 655360, "step": 80 }, { "epoch": 1.0759493670886076, "grad_norm": 363.2311096191406, "learning_rate": 1.6064914848367818e-05, "loss": 2.0046, "num_input_tokens_seen": 696320, "step": 85 }, { "epoch": 1.139240506329114, "grad_norm": 244.0623016357422, "learning_rate": 1.5505698163465986e-05, "loss": 1.7745, "num_input_tokens_seen": 737280, "step": 90 }, { "epoch": 1.2025316455696202, "grad_norm": 201.84446716308594, "learning_rate": 1.4920586777721231e-05, "loss": 1.7372, "num_input_tokens_seen": 778240, "step": 95 }, { "epoch": 1.2658227848101267, "grad_norm": 164.17694091796875, "learning_rate": 1.4312332619016964e-05, "loss": 1.8156, "num_input_tokens_seen": 819200, "step": 100 }, { "epoch": 1.2658227848101267, "eval_accuracy": 0.22535211267605634, "eval_loss": 1.7096410989761353, "eval_runtime": 0.1476, "eval_samples_per_second": 481.143, "eval_steps_per_second": 60.99, "num_input_tokens_seen": 819200, "step": 100 }, { "epoch": 1.3291139240506329, "grad_norm": 234.53009033203125, "learning_rate": 1.3683796461592604e-05, "loss": 1.7591, "num_input_tokens_seen": 860160, "step": 105 }, { "epoch": 1.3924050632911391, "grad_norm": 189.70046997070312, "learning_rate": 1.3037934471093683e-05, "loss": 1.6518, "num_input_tokens_seen": 901120, "step": 110 }, { "epoch": 1.4556962025316456, "grad_norm": 167.0009002685547, "learning_rate": 1.2377784300971807e-05, "loss": 1.7383, "num_input_tokens_seen": 942080, "step": 115 }, { "epoch": 1.518987341772152, "grad_norm": 210.74073791503906, "learning_rate": 1.1706450805626762e-05, "loss": 1.6693, "num_input_tokens_seen": 983040, "step": 120 }, { "epoch": 1.5822784810126582, "grad_norm": 113.87993621826172, "learning_rate": 1.1027091437485404e-05, "loss": 1.5721, "num_input_tokens_seen": 1024000, "step": 125 }, { "epoch": 1.6455696202531644, "grad_norm": 175.82958984375, "learning_rate": 1.0342901396698658e-05, "loss": 1.8908, "num_input_tokens_seen": 1064960, "step": 130 }, { "epoch": 1.7088607594936709, "grad_norm": 94.99879455566406, "learning_rate": 9.657098603301347e-06, "loss": 1.7056, "num_input_tokens_seen": 1105920, "step": 135 }, { "epoch": 1.7721518987341773, "grad_norm": 142.98709106445312, "learning_rate": 8.9729085625146e-06, "loss": 1.62, "num_input_tokens_seen": 1146880, "step": 140 }, { "epoch": 1.8354430379746836, "grad_norm": 149.57101440429688, "learning_rate": 8.293549194373243e-06, "loss": 1.627, "num_input_tokens_seen": 1187840, "step": 145 }, { "epoch": 1.8987341772151898, "grad_norm": 245.75396728515625, "learning_rate": 7.622215699028196e-06, "loss": 1.6432, "num_input_tokens_seen": 1228800, "step": 150 }, { "epoch": 1.8987341772151898, "eval_accuracy": 0.2112676056338028, "eval_loss": 1.6594650745391846, "eval_runtime": 0.1424, "eval_samples_per_second": 498.688, "eval_steps_per_second": 63.214, "num_input_tokens_seen": 1228800, "step": 150 }, { "epoch": 1.9620253164556962, "grad_norm": 89.35352325439453, "learning_rate": 6.962065528906321e-06, "loss": 1.6411, "num_input_tokens_seen": 1269760, "step": 155 }, { "epoch": 2.0253164556962027, "grad_norm": 126.32188415527344, "learning_rate": 6.316203538407397e-06, "loss": 1.5683, "num_input_tokens_seen": 1310720, "step": 160 }, { "epoch": 2.088607594936709, "grad_norm": 127.23784637451172, "learning_rate": 5.687667380983037e-06, "loss": 1.7256, "num_input_tokens_seen": 1351680, "step": 165 }, { "epoch": 2.151898734177215, "grad_norm": 161.1302947998047, "learning_rate": 5.07941322227877e-06, "loss": 1.6769, "num_input_tokens_seen": 1392640, "step": 170 }, { "epoch": 2.2151898734177213, "grad_norm": 203.9555206298828, "learning_rate": 4.494301836534016e-06, "loss": 1.561, "num_input_tokens_seen": 1433600, "step": 175 }, { "epoch": 2.278481012658228, "grad_norm": 234.33477783203125, "learning_rate": 3.935085151632185e-06, "loss": 1.5984, "num_input_tokens_seen": 1474560, "step": 180 }, { "epoch": 2.3417721518987342, "grad_norm": 168.90626525878906, "learning_rate": 3.4043933060828606e-06, "loss": 1.5909, "num_input_tokens_seen": 1515520, "step": 185 }, { "epoch": 2.4050632911392404, "grad_norm": 99.04336547851562, "learning_rate": 2.9047222788104712e-06, "loss": 1.5661, "num_input_tokens_seen": 1556480, "step": 190 }, { "epoch": 2.4683544303797467, "grad_norm": 272.1407470703125, "learning_rate": 2.4384221499296466e-06, "loss": 1.5917, "num_input_tokens_seen": 1597440, "step": 195 }, { "epoch": 2.5316455696202533, "grad_norm": 114.18236541748047, "learning_rate": 2.007686047719831e-06, "loss": 1.5408, "num_input_tokens_seen": 1638400, "step": 200 }, { "epoch": 2.5316455696202533, "eval_accuracy": 0.19718309859154928, "eval_loss": 1.6633472442626953, "eval_runtime": 0.1412, "eval_samples_per_second": 502.839, "eval_steps_per_second": 63.74, "num_input_tokens_seen": 1638400, "step": 200 }, { "epoch": 2.5949367088607596, "grad_norm": 157.7032928466797, "learning_rate": 1.6145398337843654e-06, "loss": 1.5757, "num_input_tokens_seen": 1679360, "step": 205 }, { "epoch": 2.6582278481012658, "grad_norm": 88.51991271972656, "learning_rate": 1.2608325749073591e-06, "loss": 1.5955, "num_input_tokens_seen": 1720320, "step": 210 }, { "epoch": 2.721518987341772, "grad_norm": 139.67247009277344, "learning_rate": 9.482278464216121e-07, "loss": 1.558, "num_input_tokens_seen": 1761280, "step": 215 }, { "epoch": 2.7848101265822782, "grad_norm": 130.27508544921875, "learning_rate": 6.781959079900958e-07, "loss": 1.5464, "num_input_tokens_seen": 1802240, "step": 220 }, { "epoch": 2.848101265822785, "grad_norm": 163.9243621826172, "learning_rate": 4.520067886002488e-07, "loss": 1.6119, "num_input_tokens_seen": 1843200, "step": 225 }, { "epoch": 2.911392405063291, "grad_norm": 116.64250946044922, "learning_rate": 2.707243132941717e-07, "loss": 1.5334, "num_input_tokens_seen": 1884160, "step": 230 }, { "epoch": 2.9746835443037973, "grad_norm": 202.17108154296875, "learning_rate": 1.3520109972846918e-07, "loss": 1.5555, "num_input_tokens_seen": 1925120, "step": 235 }, { "epoch": 3.0, "num_input_tokens_seen": 1941504, "step": 237, "total_flos": 220374931341312.0, "train_loss": 2.1441552528349157, "train_runtime": 22.4706, "train_samples_per_second": 84.243, "train_steps_per_second": 10.547 } ], "logging_steps": 5, "max_steps": 237, "num_input_tokens_seen": 1941504, "num_train_epochs": 3, "save_steps": 50, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 220374931341312.0, "train_batch_size": 4, "trial_name": null, "trial_params": null }