{ "best_metric": null, "best_model_checkpoint": null, "epoch": 50.0, "global_step": 4700, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 8e-05, "loss": 3.1316, "step": 94 }, { "epoch": 1.0, "eval_loss": 2.3430750370025635, "eval_runtime": 37.4569, "eval_samples_per_second": 5.339, "eval_steps_per_second": 0.667, "step": 94 }, { "epoch": 2.0, "learning_rate": 6e-05, "loss": 2.812, "step": 188 }, { "epoch": 2.0, "eval_loss": 2.2115001678466797, "eval_runtime": 37.1409, "eval_samples_per_second": 5.385, "eval_steps_per_second": 0.673, "step": 188 }, { "epoch": 3.0, "learning_rate": 4e-05, "loss": 2.8118, "step": 282 }, { "epoch": 3.0, "eval_loss": 1.984442949295044, "eval_runtime": 37.3422, "eval_samples_per_second": 5.356, "eval_steps_per_second": 0.669, "step": 282 }, { "epoch": 4.0, "learning_rate": 2e-05, "loss": 2.5555, "step": 376 }, { "epoch": 4.0, "eval_loss": 1.9309371709823608, "eval_runtime": 37.2453, "eval_samples_per_second": 5.37, "eval_steps_per_second": 0.671, "step": 376 }, { "epoch": 5.0, "learning_rate": 0.0, "loss": 2.4803, "step": 470 }, { "epoch": 5.0, "eval_loss": 1.8790072202682495, "eval_runtime": 37.0224, "eval_samples_per_second": 5.402, "eval_steps_per_second": 0.675, "step": 470 }, { "epoch": 6.0, "learning_rate": 4e-05, "loss": 2.5099, "step": 564 }, { "epoch": 6.0, "eval_loss": 2.029414415359497, "eval_runtime": 36.8084, "eval_samples_per_second": 5.434, "eval_steps_per_second": 0.679, "step": 564 }, { "epoch": 7.0, "learning_rate": 3e-05, "loss": 2.5365, "step": 658 }, { "epoch": 7.0, "eval_loss": 1.8844919204711914, "eval_runtime": 36.3496, "eval_samples_per_second": 5.502, "eval_steps_per_second": 0.688, "step": 658 }, { "epoch": 8.0, "learning_rate": 2e-05, "loss": 2.4593, "step": 752 }, { "epoch": 8.0, "eval_loss": 1.869893193244934, "eval_runtime": 36.7235, "eval_samples_per_second": 5.446, "eval_steps_per_second": 0.681, "step": 752 }, { "epoch": 9.0, "learning_rate": 1e-05, "loss": 2.4248, "step": 846 }, { "epoch": 9.0, "eval_loss": 1.794630765914917, "eval_runtime": 37.5145, "eval_samples_per_second": 5.331, "eval_steps_per_second": 0.666, "step": 846 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 2.4017, "step": 940 }, { "epoch": 10.0, "eval_loss": 1.7905255556106567, "eval_runtime": 37.4985, "eval_samples_per_second": 5.334, "eval_steps_per_second": 0.667, "step": 940 }, { "epoch": 11.0, "learning_rate": 2.6666666666666667e-05, "loss": 2.4523, "step": 1034 }, { "epoch": 11.0, "eval_loss": 1.8318734169006348, "eval_runtime": 36.8394, "eval_samples_per_second": 5.429, "eval_steps_per_second": 0.679, "step": 1034 }, { "epoch": 12.0, "learning_rate": 2e-05, "loss": 2.4407, "step": 1128 }, { "epoch": 12.0, "eval_loss": 1.8369686603546143, "eval_runtime": 37.09, "eval_samples_per_second": 5.392, "eval_steps_per_second": 0.674, "step": 1128 }, { "epoch": 13.0, "learning_rate": 1.3333333333333333e-05, "loss": 2.3727, "step": 1222 }, { "epoch": 13.0, "eval_loss": 1.8001278638839722, "eval_runtime": 36.6653, "eval_samples_per_second": 5.455, "eval_steps_per_second": 0.682, "step": 1222 }, { "epoch": 14.0, "learning_rate": 6.666666666666667e-06, "loss": 2.317, "step": 1316 }, { "epoch": 14.0, "eval_loss": 1.7492361068725586, "eval_runtime": 37.2728, "eval_samples_per_second": 5.366, "eval_steps_per_second": 0.671, "step": 1316 }, { "epoch": 15.0, "learning_rate": 0.0, "loss": 2.3292, "step": 1410 }, { "epoch": 15.0, "eval_loss": 1.7530813217163086, "eval_runtime": 36.325, "eval_samples_per_second": 5.506, "eval_steps_per_second": 0.688, "step": 1410 }, { "epoch": 16.0, "learning_rate": 2e-05, "loss": 2.3086, "step": 1504 }, { "epoch": 16.0, "eval_loss": 1.7637449502944946, "eval_runtime": 36.2915, "eval_samples_per_second": 5.511, "eval_steps_per_second": 0.689, "step": 1504 }, { "epoch": 17.0, "learning_rate": 1.5e-05, "loss": 2.3175, "step": 1598 }, { "epoch": 17.0, "eval_loss": 1.7302308082580566, "eval_runtime": 36.52, "eval_samples_per_second": 5.476, "eval_steps_per_second": 0.685, "step": 1598 }, { "epoch": 18.0, "learning_rate": 1e-05, "loss": 2.3002, "step": 1692 }, { "epoch": 18.0, "eval_loss": 1.7216464281082153, "eval_runtime": 36.5936, "eval_samples_per_second": 5.465, "eval_steps_per_second": 0.683, "step": 1692 }, { "epoch": 19.0, "learning_rate": 5e-06, "loss": 2.2756, "step": 1786 }, { "epoch": 19.0, "eval_loss": 1.734541416168213, "eval_runtime": 36.178, "eval_samples_per_second": 5.528, "eval_steps_per_second": 0.691, "step": 1786 }, { "epoch": 20.0, "learning_rate": 0.0, "loss": 2.2656, "step": 1880 }, { "epoch": 20.0, "eval_loss": 1.7225457429885864, "eval_runtime": 36.7476, "eval_samples_per_second": 5.443, "eval_steps_per_second": 0.68, "step": 1880 }, { "epoch": 21.0, "learning_rate": 1.6000000000000003e-05, "loss": 2.3083, "step": 1974 }, { "epoch": 21.0, "eval_loss": 1.7549386024475098, "eval_runtime": 37.0581, "eval_samples_per_second": 5.397, "eval_steps_per_second": 0.675, "step": 1974 }, { "epoch": 22.0, "learning_rate": 1.2e-05, "loss": 2.2542, "step": 2068 }, { "epoch": 22.0, "eval_loss": 1.7174808979034424, "eval_runtime": 36.8163, "eval_samples_per_second": 5.432, "eval_steps_per_second": 0.679, "step": 2068 }, { "epoch": 23.0, "learning_rate": 8.000000000000001e-06, "loss": 2.2262, "step": 2162 }, { "epoch": 23.0, "eval_loss": 1.699831485748291, "eval_runtime": 36.7706, "eval_samples_per_second": 5.439, "eval_steps_per_second": 0.68, "step": 2162 }, { "epoch": 24.0, "learning_rate": 4.000000000000001e-06, "loss": 2.2644, "step": 2256 }, { "epoch": 24.0, "eval_loss": 1.7019526958465576, "eval_runtime": 37.036, "eval_samples_per_second": 5.4, "eval_steps_per_second": 0.675, "step": 2256 }, { "epoch": 25.0, "learning_rate": 0.0, "loss": 2.2392, "step": 2350 }, { "epoch": 25.0, "eval_loss": 1.6933141946792603, "eval_runtime": 36.9874, "eval_samples_per_second": 5.407, "eval_steps_per_second": 0.676, "step": 2350 }, { "epoch": 26.0, "learning_rate": 1.3333333333333333e-05, "loss": 2.228, "step": 2444 }, { "epoch": 26.0, "eval_loss": 1.7434390783309937, "eval_runtime": 36.8828, "eval_samples_per_second": 5.423, "eval_steps_per_second": 0.678, "step": 2444 }, { "epoch": 27.0, "learning_rate": 1e-05, "loss": 2.2284, "step": 2538 }, { "epoch": 27.0, "eval_loss": 1.7069613933563232, "eval_runtime": 36.8907, "eval_samples_per_second": 5.421, "eval_steps_per_second": 0.678, "step": 2538 }, { "epoch": 28.0, "learning_rate": 6.666666666666667e-06, "loss": 2.2019, "step": 2632 }, { "epoch": 28.0, "eval_loss": 1.6977431774139404, "eval_runtime": 36.9211, "eval_samples_per_second": 5.417, "eval_steps_per_second": 0.677, "step": 2632 }, { "epoch": 29.0, "learning_rate": 3.3333333333333333e-06, "loss": 2.1804, "step": 2726 }, { "epoch": 29.0, "eval_loss": 1.6867393255233765, "eval_runtime": 36.4132, "eval_samples_per_second": 5.493, "eval_steps_per_second": 0.687, "step": 2726 }, { "epoch": 30.0, "learning_rate": 0.0, "loss": 2.1939, "step": 2820 }, { "epoch": 30.0, "eval_loss": 1.6858627796173096, "eval_runtime": 36.2466, "eval_samples_per_second": 5.518, "eval_steps_per_second": 0.69, "step": 2820 }, { "epoch": 31.0, "learning_rate": 1.1428571428571429e-05, "loss": 2.1863, "step": 2914 }, { "epoch": 31.0, "eval_loss": 1.6801691055297852, "eval_runtime": 37.7204, "eval_samples_per_second": 5.302, "eval_steps_per_second": 0.663, "step": 2914 }, { "epoch": 32.0, "learning_rate": 8.571428571428573e-06, "loss": 2.2009, "step": 3008 }, { "epoch": 32.0, "eval_loss": 1.6939789056777954, "eval_runtime": 37.6669, "eval_samples_per_second": 5.31, "eval_steps_per_second": 0.664, "step": 3008 }, { "epoch": 33.0, "learning_rate": 5.7142857142857145e-06, "loss": 2.1894, "step": 3102 }, { "epoch": 33.0, "eval_loss": 1.6720386743545532, "eval_runtime": 38.2727, "eval_samples_per_second": 5.226, "eval_steps_per_second": 0.653, "step": 3102 }, { "epoch": 34.0, "learning_rate": 2.8571428571428573e-06, "loss": 2.1759, "step": 3196 }, { "epoch": 34.0, "eval_loss": 1.6699862480163574, "eval_runtime": 37.7344, "eval_samples_per_second": 5.3, "eval_steps_per_second": 0.663, "step": 3196 }, { "epoch": 35.0, "learning_rate": 0.0, "loss": 2.1575, "step": 3290 }, { "epoch": 35.0, "eval_loss": 1.6713430881500244, "eval_runtime": 36.971, "eval_samples_per_second": 5.41, "eval_steps_per_second": 0.676, "step": 3290 }, { "epoch": 36.0, "learning_rate": 1e-05, "loss": 2.1715, "step": 3384 }, { "epoch": 36.0, "eval_loss": 1.7286556959152222, "eval_runtime": 37.366, "eval_samples_per_second": 5.352, "eval_steps_per_second": 0.669, "step": 3384 }, { "epoch": 37.0, "learning_rate": 7.5e-06, "loss": 2.2125, "step": 3478 }, { "epoch": 37.0, "eval_loss": 1.6994493007659912, "eval_runtime": 36.8702, "eval_samples_per_second": 5.424, "eval_steps_per_second": 0.678, "step": 3478 }, { "epoch": 38.0, "learning_rate": 5e-06, "loss": 2.2032, "step": 3572 }, { "epoch": 38.0, "eval_loss": 1.6896188259124756, "eval_runtime": 37.5355, "eval_samples_per_second": 5.328, "eval_steps_per_second": 0.666, "step": 3572 }, { "epoch": 39.0, "learning_rate": 2.5e-06, "loss": 2.21, "step": 3666 }, { "epoch": 39.0, "eval_loss": 1.6792980432510376, "eval_runtime": 37.2056, "eval_samples_per_second": 5.376, "eval_steps_per_second": 0.672, "step": 3666 }, { "epoch": 40.0, "learning_rate": 0.0, "loss": 2.1837, "step": 3760 }, { "epoch": 40.0, "eval_loss": 1.6746587753295898, "eval_runtime": 37.0982, "eval_samples_per_second": 5.391, "eval_steps_per_second": 0.674, "step": 3760 }, { "epoch": 41.0, "learning_rate": 8.88888888888889e-06, "loss": 2.2136, "step": 3854 }, { "epoch": 41.0, "eval_loss": 1.6727588176727295, "eval_runtime": 36.6175, "eval_samples_per_second": 5.462, "eval_steps_per_second": 0.683, "step": 3854 }, { "epoch": 42.0, "learning_rate": 6.666666666666667e-06, "loss": 2.1825, "step": 3948 }, { "epoch": 42.0, "eval_loss": 1.6641244888305664, "eval_runtime": 36.4688, "eval_samples_per_second": 5.484, "eval_steps_per_second": 0.686, "step": 3948 }, { "epoch": 43.0, "learning_rate": 4.444444444444445e-06, "loss": 2.1419, "step": 4042 }, { "epoch": 43.0, "eval_loss": 1.6828693151474, "eval_runtime": 36.8137, "eval_samples_per_second": 5.433, "eval_steps_per_second": 0.679, "step": 4042 }, { "epoch": 44.0, "learning_rate": 2.2222222222222225e-06, "loss": 2.1695, "step": 4136 }, { "epoch": 44.0, "eval_loss": 1.6625133752822876, "eval_runtime": 37.3227, "eval_samples_per_second": 5.359, "eval_steps_per_second": 0.67, "step": 4136 }, { "epoch": 45.0, "learning_rate": 0.0, "loss": 2.1478, "step": 4230 }, { "epoch": 45.0, "eval_loss": 1.667972445487976, "eval_runtime": 37.5388, "eval_samples_per_second": 5.328, "eval_steps_per_second": 0.666, "step": 4230 }, { "epoch": 46.0, "learning_rate": 8.000000000000001e-06, "loss": 2.1464, "step": 4324 }, { "epoch": 46.0, "eval_loss": 1.6795276403427124, "eval_runtime": 37.4735, "eval_samples_per_second": 5.337, "eval_steps_per_second": 0.667, "step": 4324 }, { "epoch": 47.0, "learning_rate": 6e-06, "loss": 2.1809, "step": 4418 }, { "epoch": 47.0, "eval_loss": 1.6775075197219849, "eval_runtime": 37.2204, "eval_samples_per_second": 5.373, "eval_steps_per_second": 0.672, "step": 4418 }, { "epoch": 48.0, "learning_rate": 4.000000000000001e-06, "loss": 2.174, "step": 4512 }, { "epoch": 48.0, "eval_loss": 1.666752576828003, "eval_runtime": 36.9029, "eval_samples_per_second": 5.42, "eval_steps_per_second": 0.677, "step": 4512 }, { "epoch": 49.0, "learning_rate": 2.0000000000000003e-06, "loss": 2.1391, "step": 4606 }, { "epoch": 49.0, "eval_loss": 1.6559373140335083, "eval_runtime": 36.8614, "eval_samples_per_second": 5.426, "eval_steps_per_second": 0.678, "step": 4606 }, { "epoch": 50.0, "learning_rate": 0.0, "loss": 2.1466, "step": 4700 }, { "epoch": 50.0, "eval_loss": 1.6657767295837402, "eval_runtime": 37.3694, "eval_samples_per_second": 5.352, "eval_steps_per_second": 0.669, "step": 4700 }, { "epoch": 50.0, "step": 4700, "total_flos": 1.7920966176e+19, "train_loss": 0.21573773972531582, "train_runtime": 1237.9738, "train_samples_per_second": 30.291, "train_steps_per_second": 3.797 } ], "max_steps": 4700, "num_train_epochs": 50, "total_flos": 1.7920966176e+19, "trial_name": null, "trial_params": null }