| { |
| "best_global_step": 116, |
| "best_metric": 0.07305306196212769, |
| "best_model_checkpoint": "saves_stability/lora/llama-3-8b-instruct/train_cb_1757340242/checkpoint-116", |
| "epoch": 10.0, |
| "eval_steps": 29, |
| "global_step": 570, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.08771929824561403, |
| "grad_norm": 8.72421932220459, |
| "learning_rate": 3.5087719298245615e-06, |
| "loss": 1.2201, |
| "num_input_tokens_seen": 3040, |
| "step": 5 |
| }, |
| { |
| "epoch": 0.17543859649122806, |
| "grad_norm": 8.720124244689941, |
| "learning_rate": 7.894736842105263e-06, |
| "loss": 1.0176, |
| "num_input_tokens_seen": 5984, |
| "step": 10 |
| }, |
| { |
| "epoch": 0.2631578947368421, |
| "grad_norm": 7.666252136230469, |
| "learning_rate": 1.2280701754385964e-05, |
| "loss": 0.8606, |
| "num_input_tokens_seen": 9952, |
| "step": 15 |
| }, |
| { |
| "epoch": 0.3508771929824561, |
| "grad_norm": 8.64617919921875, |
| "learning_rate": 1.6666666666666667e-05, |
| "loss": 0.9614, |
| "num_input_tokens_seen": 13120, |
| "step": 20 |
| }, |
| { |
| "epoch": 0.43859649122807015, |
| "grad_norm": 5.245202541351318, |
| "learning_rate": 2.105263157894737e-05, |
| "loss": 0.3126, |
| "num_input_tokens_seen": 16128, |
| "step": 25 |
| }, |
| { |
| "epoch": 0.5087719298245614, |
| "eval_loss": 0.2108706682920456, |
| "eval_runtime": 0.7811, |
| "eval_samples_per_second": 32.007, |
| "eval_steps_per_second": 8.962, |
| "num_input_tokens_seen": 18528, |
| "step": 29 |
| }, |
| { |
| "epoch": 0.5263157894736842, |
| "grad_norm": 2.6338868141174316, |
| "learning_rate": 2.5438596491228074e-05, |
| "loss": 0.256, |
| "num_input_tokens_seen": 18944, |
| "step": 30 |
| }, |
| { |
| "epoch": 0.6140350877192983, |
| "grad_norm": 0.5924693942070007, |
| "learning_rate": 2.9824561403508772e-05, |
| "loss": 0.2782, |
| "num_input_tokens_seen": 21984, |
| "step": 35 |
| }, |
| { |
| "epoch": 0.7017543859649122, |
| "grad_norm": 2.3033366203308105, |
| "learning_rate": 3.421052631578947e-05, |
| "loss": 0.1206, |
| "num_input_tokens_seen": 25632, |
| "step": 40 |
| }, |
| { |
| "epoch": 0.7894736842105263, |
| "grad_norm": 21.193347930908203, |
| "learning_rate": 3.859649122807018e-05, |
| "loss": 0.0998, |
| "num_input_tokens_seen": 28416, |
| "step": 45 |
| }, |
| { |
| "epoch": 0.8771929824561403, |
| "grad_norm": 7.374438285827637, |
| "learning_rate": 4.298245614035088e-05, |
| "loss": 0.4008, |
| "num_input_tokens_seen": 31264, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.9649122807017544, |
| "grad_norm": 2.5202343463897705, |
| "learning_rate": 4.736842105263158e-05, |
| "loss": 0.1176, |
| "num_input_tokens_seen": 34528, |
| "step": 55 |
| }, |
| { |
| "epoch": 1.0175438596491229, |
| "eval_loss": 0.14360439777374268, |
| "eval_runtime": 0.791, |
| "eval_samples_per_second": 31.604, |
| "eval_steps_per_second": 8.849, |
| "num_input_tokens_seen": 35960, |
| "step": 58 |
| }, |
| { |
| "epoch": 1.0526315789473684, |
| "grad_norm": 0.08761471509933472, |
| "learning_rate": 4.999812487773597e-05, |
| "loss": 0.2361, |
| "num_input_tokens_seen": 37464, |
| "step": 60 |
| }, |
| { |
| "epoch": 1.1403508771929824, |
| "grad_norm": 4.727806091308594, |
| "learning_rate": 4.997703298253406e-05, |
| "loss": 0.2431, |
| "num_input_tokens_seen": 40568, |
| "step": 65 |
| }, |
| { |
| "epoch": 1.2280701754385965, |
| "grad_norm": 2.3422040939331055, |
| "learning_rate": 4.993252512887069e-05, |
| "loss": 0.114, |
| "num_input_tokens_seen": 43576, |
| "step": 70 |
| }, |
| { |
| "epoch": 1.3157894736842106, |
| "grad_norm": 2.101975917816162, |
| "learning_rate": 4.986464304284091e-05, |
| "loss": 0.1381, |
| "num_input_tokens_seen": 46392, |
| "step": 75 |
| }, |
| { |
| "epoch": 1.4035087719298245, |
| "grad_norm": 4.683772563934326, |
| "learning_rate": 4.977345036387331e-05, |
| "loss": 0.1311, |
| "num_input_tokens_seen": 49560, |
| "step": 80 |
| }, |
| { |
| "epoch": 1.4912280701754386, |
| "grad_norm": 0.3844655752182007, |
| "learning_rate": 4.965903258506806e-05, |
| "loss": 0.2421, |
| "num_input_tokens_seen": 52184, |
| "step": 85 |
| }, |
| { |
| "epoch": 1.526315789473684, |
| "eval_loss": 0.14571700990200043, |
| "eval_runtime": 0.7971, |
| "eval_samples_per_second": 31.362, |
| "eval_steps_per_second": 8.781, |
| "num_input_tokens_seen": 53272, |
| "step": 87 |
| }, |
| { |
| "epoch": 1.5789473684210527, |
| "grad_norm": 0.08086138963699341, |
| "learning_rate": 4.952149697304716e-05, |
| "loss": 0.0712, |
| "num_input_tokens_seen": 55128, |
| "step": 90 |
| }, |
| { |
| "epoch": 1.6666666666666665, |
| "grad_norm": 0.06137493997812271, |
| "learning_rate": 4.9360972467392056e-05, |
| "loss": 0.183, |
| "num_input_tokens_seen": 58456, |
| "step": 95 |
| }, |
| { |
| "epoch": 1.7543859649122808, |
| "grad_norm": 0.08413129299879074, |
| "learning_rate": 4.917760955976277e-05, |
| "loss": 0.1028, |
| "num_input_tokens_seen": 61272, |
| "step": 100 |
| }, |
| { |
| "epoch": 1.8421052631578947, |
| "grad_norm": 5.190820693969727, |
| "learning_rate": 4.897158015281209e-05, |
| "loss": 0.0112, |
| "num_input_tokens_seen": 64952, |
| "step": 105 |
| }, |
| { |
| "epoch": 1.9298245614035088, |
| "grad_norm": 0.12773796916007996, |
| "learning_rate": 4.874307739902689e-05, |
| "loss": 0.1314, |
| "num_input_tokens_seen": 67896, |
| "step": 110 |
| }, |
| { |
| "epoch": 2.017543859649123, |
| "grad_norm": 0.45073047280311584, |
| "learning_rate": 4.849231551964771e-05, |
| "loss": 0.0044, |
| "num_input_tokens_seen": 70592, |
| "step": 115 |
| }, |
| { |
| "epoch": 2.0350877192982457, |
| "eval_loss": 0.07305306196212769, |
| "eval_runtime": 0.7898, |
| "eval_samples_per_second": 31.654, |
| "eval_steps_per_second": 8.863, |
| "num_input_tokens_seen": 71200, |
| "step": 116 |
| }, |
| { |
| "epoch": 2.1052631578947367, |
| "grad_norm": 0.042579129338264465, |
| "learning_rate": 4.821952960383649e-05, |
| "loss": 0.0257, |
| "num_input_tokens_seen": 73728, |
| "step": 120 |
| }, |
| { |
| "epoch": 2.192982456140351, |
| "grad_norm": 0.30034151673316956, |
| "learning_rate": 4.7924975388280524e-05, |
| "loss": 0.0603, |
| "num_input_tokens_seen": 76992, |
| "step": 125 |
| }, |
| { |
| "epoch": 2.280701754385965, |
| "grad_norm": 0.05230257660150528, |
| "learning_rate": 4.760892901743944e-05, |
| "loss": 0.0556, |
| "num_input_tokens_seen": 79712, |
| "step": 130 |
| }, |
| { |
| "epoch": 2.3684210526315788, |
| "grad_norm": 7.066877365112305, |
| "learning_rate": 4.727168678465988e-05, |
| "loss": 0.1283, |
| "num_input_tokens_seen": 82944, |
| "step": 135 |
| }, |
| { |
| "epoch": 2.456140350877193, |
| "grad_norm": 0.0821225568652153, |
| "learning_rate": 4.6913564854400595e-05, |
| "loss": 0.0038, |
| "num_input_tokens_seen": 85568, |
| "step": 140 |
| }, |
| { |
| "epoch": 2.543859649122807, |
| "grad_norm": 5.154212951660156, |
| "learning_rate": 4.6534898965828405e-05, |
| "loss": 0.1398, |
| "num_input_tokens_seen": 89088, |
| "step": 145 |
| }, |
| { |
| "epoch": 2.543859649122807, |
| "eval_loss": 0.10992852598428726, |
| "eval_runtime": 0.7925, |
| "eval_samples_per_second": 31.548, |
| "eval_steps_per_second": 8.833, |
| "num_input_tokens_seen": 89088, |
| "step": 145 |
| }, |
| { |
| "epoch": 2.6315789473684212, |
| "grad_norm": 2.385377883911133, |
| "learning_rate": 4.613604411806285e-05, |
| "loss": 0.2091, |
| "num_input_tokens_seen": 92128, |
| "step": 150 |
| }, |
| { |
| "epoch": 2.719298245614035, |
| "grad_norm": 0.6019948124885559, |
| "learning_rate": 4.5717374237364665e-05, |
| "loss": 0.0202, |
| "num_input_tokens_seen": 95520, |
| "step": 155 |
| }, |
| { |
| "epoch": 2.807017543859649, |
| "grad_norm": 4.617323398590088, |
| "learning_rate": 4.5279281826580056e-05, |
| "loss": 0.0537, |
| "num_input_tokens_seen": 98848, |
| "step": 160 |
| }, |
| { |
| "epoch": 2.8947368421052633, |
| "grad_norm": 16.427473068237305, |
| "learning_rate": 4.482217759716946e-05, |
| "loss": 0.0923, |
| "num_input_tokens_seen": 101856, |
| "step": 165 |
| }, |
| { |
| "epoch": 2.982456140350877, |
| "grad_norm": 3.187981128692627, |
| "learning_rate": 4.434649008416565e-05, |
| "loss": 0.0836, |
| "num_input_tokens_seen": 105632, |
| "step": 170 |
| }, |
| { |
| "epoch": 3.0526315789473686, |
| "eval_loss": 0.08877496421337128, |
| "eval_runtime": 0.7925, |
| "eval_samples_per_second": 31.547, |
| "eval_steps_per_second": 8.833, |
| "num_input_tokens_seen": 107504, |
| "step": 174 |
| }, |
| { |
| "epoch": 3.0701754385964914, |
| "grad_norm": 0.08316608518362045, |
| "learning_rate": 4.385266524442241e-05, |
| "loss": 0.0088, |
| "num_input_tokens_seen": 108208, |
| "step": 175 |
| }, |
| { |
| "epoch": 3.1578947368421053, |
| "grad_norm": 7.218474864959717, |
| "learning_rate": 4.334116603853007e-05, |
| "loss": 0.0362, |
| "num_input_tokens_seen": 111280, |
| "step": 180 |
| }, |
| { |
| "epoch": 3.245614035087719, |
| "grad_norm": 0.0030809298623353243, |
| "learning_rate": 4.2812471996790206e-05, |
| "loss": 0.0019, |
| "num_input_tokens_seen": 114512, |
| "step": 185 |
| }, |
| { |
| "epoch": 3.3333333333333335, |
| "grad_norm": 0.6352164149284363, |
| "learning_rate": 4.226707876965611e-05, |
| "loss": 0.0015, |
| "num_input_tokens_seen": 117616, |
| "step": 190 |
| }, |
| { |
| "epoch": 3.4210526315789473, |
| "grad_norm": 0.005556692369282246, |
| "learning_rate": 4.1705497663060767e-05, |
| "loss": 0.0247, |
| "num_input_tokens_seen": 121456, |
| "step": 195 |
| }, |
| { |
| "epoch": 3.5087719298245617, |
| "grad_norm": 0.032038453966379166, |
| "learning_rate": 4.1128255159067665e-05, |
| "loss": 0.0307, |
| "num_input_tokens_seen": 124816, |
| "step": 200 |
| }, |
| { |
| "epoch": 3.56140350877193, |
| "eval_loss": 0.21466340124607086, |
| "eval_runtime": 0.7941, |
| "eval_samples_per_second": 31.481, |
| "eval_steps_per_second": 8.815, |
| "num_input_tokens_seen": 126384, |
| "step": 203 |
| }, |
| { |
| "epoch": 3.5964912280701755, |
| "grad_norm": 0.01475175004452467, |
| "learning_rate": 4.053589242229412e-05, |
| "loss": 0.0003, |
| "num_input_tokens_seen": 128048, |
| "step": 205 |
| }, |
| { |
| "epoch": 3.6842105263157894, |
| "grad_norm": 0.16376392543315887, |
| "learning_rate": 3.9928964792569655e-05, |
| "loss": 0.1438, |
| "num_input_tokens_seen": 131184, |
| "step": 210 |
| }, |
| { |
| "epoch": 3.7719298245614032, |
| "grad_norm": 0.0069417511112987995, |
| "learning_rate": 3.930804126430513e-05, |
| "loss": 0.0109, |
| "num_input_tokens_seen": 134480, |
| "step": 215 |
| }, |
| { |
| "epoch": 3.8596491228070176, |
| "grad_norm": 0.01790393516421318, |
| "learning_rate": 3.867370395306068e-05, |
| "loss": 0.0006, |
| "num_input_tokens_seen": 137616, |
| "step": 220 |
| }, |
| { |
| "epoch": 3.9473684210526314, |
| "grad_norm": 10.957784652709961, |
| "learning_rate": 3.8026547549812665e-05, |
| "loss": 0.1284, |
| "num_input_tokens_seen": 140496, |
| "step": 225 |
| }, |
| { |
| "epoch": 4.035087719298246, |
| "grad_norm": 0.23430874943733215, |
| "learning_rate": 3.736717876343106e-05, |
| "loss": 0.023, |
| "num_input_tokens_seen": 142832, |
| "step": 230 |
| }, |
| { |
| "epoch": 4.0701754385964914, |
| "eval_loss": 0.14353026449680328, |
| "eval_runtime": 0.7916, |
| "eval_samples_per_second": 31.583, |
| "eval_steps_per_second": 8.843, |
| "num_input_tokens_seen": 143952, |
| "step": 232 |
| }, |
| { |
| "epoch": 4.12280701754386, |
| "grad_norm": 0.016404252499341965, |
| "learning_rate": 3.66962157518902e-05, |
| "loss": 0.0026, |
| "num_input_tokens_seen": 145936, |
| "step": 235 |
| }, |
| { |
| "epoch": 4.2105263157894735, |
| "grad_norm": 1.3963979482650757, |
| "learning_rate": 3.601428754274584e-05, |
| "loss": 0.0034, |
| "num_input_tokens_seen": 148496, |
| "step": 240 |
| }, |
| { |
| "epoch": 4.298245614035087, |
| "grad_norm": 0.008972808718681335, |
| "learning_rate": 3.532203344342212e-05, |
| "loss": 0.0045, |
| "num_input_tokens_seen": 151920, |
| "step": 245 |
| }, |
| { |
| "epoch": 4.385964912280702, |
| "grad_norm": 0.9162855744361877, |
| "learning_rate": 3.4620102441861143e-05, |
| "loss": 0.0008, |
| "num_input_tokens_seen": 155760, |
| "step": 250 |
| }, |
| { |
| "epoch": 4.473684210526316, |
| "grad_norm": 0.03207138925790787, |
| "learning_rate": 3.390915259809696e-05, |
| "loss": 0.0026, |
| "num_input_tokens_seen": 158608, |
| "step": 255 |
| }, |
| { |
| "epoch": 4.56140350877193, |
| "grad_norm": 0.03569697216153145, |
| "learning_rate": 3.318985042732461e-05, |
| "loss": 0.0002, |
| "num_input_tokens_seen": 161232, |
| "step": 260 |
| }, |
| { |
| "epoch": 4.578947368421053, |
| "eval_loss": 0.2053043097257614, |
| "eval_runtime": 0.7953, |
| "eval_samples_per_second": 31.434, |
| "eval_steps_per_second": 8.802, |
| "num_input_tokens_seen": 161840, |
| "step": 261 |
| }, |
| { |
| "epoch": 4.649122807017544, |
| "grad_norm": 0.009985814802348614, |
| "learning_rate": 3.246287027504237e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 164336, |
| "step": 265 |
| }, |
| { |
| "epoch": 4.7368421052631575, |
| "grad_norm": 0.6571689248085022, |
| "learning_rate": 3.172889368485311e-05, |
| "loss": 0.0004, |
| "num_input_tokens_seen": 167568, |
| "step": 270 |
| }, |
| { |
| "epoch": 4.824561403508772, |
| "grad_norm": 0.001695934566669166, |
| "learning_rate": 3.0988608759517475e-05, |
| "loss": 0.0304, |
| "num_input_tokens_seen": 170672, |
| "step": 275 |
| }, |
| { |
| "epoch": 4.912280701754386, |
| "grad_norm": 11.054994583129883, |
| "learning_rate": 3.0242709515857758e-05, |
| "loss": 0.0193, |
| "num_input_tokens_seen": 173648, |
| "step": 280 |
| }, |
| { |
| "epoch": 5.0, |
| "grad_norm": 0.0005033599445596337, |
| "learning_rate": 2.949189523411747e-05, |
| "loss": 0.0683, |
| "num_input_tokens_seen": 176200, |
| "step": 285 |
| }, |
| { |
| "epoch": 5.087719298245614, |
| "grad_norm": 0.039827704429626465, |
| "learning_rate": 2.8736869802386364e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 179816, |
| "step": 290 |
| }, |
| { |
| "epoch": 5.087719298245614, |
| "eval_loss": 0.4343818128108978, |
| "eval_runtime": 0.803, |
| "eval_samples_per_second": 31.134, |
| "eval_steps_per_second": 8.718, |
| "num_input_tokens_seen": 179816, |
| "step": 290 |
| }, |
| { |
| "epoch": 5.175438596491228, |
| "grad_norm": 0.015610896050930023, |
| "learning_rate": 2.797834105670559e-05, |
| "loss": 0.0018, |
| "num_input_tokens_seen": 182920, |
| "step": 295 |
| }, |
| { |
| "epoch": 5.2631578947368425, |
| "grad_norm": 0.0058965967036783695, |
| "learning_rate": 2.7217020117471793e-05, |
| "loss": 0.0123, |
| "num_input_tokens_seen": 185928, |
| "step": 300 |
| }, |
| { |
| "epoch": 5.350877192982456, |
| "grad_norm": 0.029363330453634262, |
| "learning_rate": 2.6453620722761896e-05, |
| "loss": 0.0009, |
| "num_input_tokens_seen": 188392, |
| "step": 305 |
| }, |
| { |
| "epoch": 5.43859649122807, |
| "grad_norm": 0.26967063546180725, |
| "learning_rate": 2.5688858559204053e-05, |
| "loss": 0.0005, |
| "num_input_tokens_seen": 191624, |
| "step": 310 |
| }, |
| { |
| "epoch": 5.526315789473684, |
| "grad_norm": 0.004388366360217333, |
| "learning_rate": 2.492345059102164e-05, |
| "loss": 0.0005, |
| "num_input_tokens_seen": 194376, |
| "step": 315 |
| }, |
| { |
| "epoch": 5.5964912280701755, |
| "eval_loss": 0.17018349468708038, |
| "eval_runtime": 0.8086, |
| "eval_samples_per_second": 30.917, |
| "eval_steps_per_second": 8.657, |
| "num_input_tokens_seen": 197416, |
| "step": 319 |
| }, |
| { |
| "epoch": 5.614035087719298, |
| "grad_norm": 0.0021780149545520544, |
| "learning_rate": 2.4158114387879616e-05, |
| "loss": 0.0002, |
| "num_input_tokens_seen": 198088, |
| "step": 320 |
| }, |
| { |
| "epoch": 5.701754385964913, |
| "grad_norm": 0.45139217376708984, |
| "learning_rate": 2.3393567452163252e-05, |
| "loss": 0.0004, |
| "num_input_tokens_seen": 200680, |
| "step": 325 |
| }, |
| { |
| "epoch": 5.7894736842105265, |
| "grad_norm": 0.0945330411195755, |
| "learning_rate": 2.2630526546319914e-05, |
| "loss": 0.0002, |
| "num_input_tokens_seen": 203784, |
| "step": 330 |
| }, |
| { |
| "epoch": 5.87719298245614, |
| "grad_norm": 0.0018616619054228067, |
| "learning_rate": 2.186970702089457e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 207112, |
| "step": 335 |
| }, |
| { |
| "epoch": 5.964912280701754, |
| "grad_norm": 0.013572554104030132, |
| "learning_rate": 2.111182214388893e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 209800, |
| "step": 340 |
| }, |
| { |
| "epoch": 6.052631578947368, |
| "grad_norm": 0.011023592203855515, |
| "learning_rate": 2.0357582432072957e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 212896, |
| "step": 345 |
| }, |
| { |
| "epoch": 6.105263157894737, |
| "eval_loss": 0.20455622673034668, |
| "eval_runtime": 0.7874, |
| "eval_samples_per_second": 31.749, |
| "eval_steps_per_second": 8.89, |
| "num_input_tokens_seen": 214432, |
| "step": 348 |
| }, |
| { |
| "epoch": 6.140350877192983, |
| "grad_norm": 0.0013332996750250459, |
| "learning_rate": 1.9607694984875754e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 215456, |
| "step": 350 |
| }, |
| { |
| "epoch": 6.228070175438597, |
| "grad_norm": 0.0019229918252676725, |
| "learning_rate": 1.8862862821480025e-05, |
| "loss": 0.0002, |
| "num_input_tokens_seen": 218944, |
| "step": 355 |
| }, |
| { |
| "epoch": 6.315789473684211, |
| "grad_norm": 0.001408565673045814, |
| "learning_rate": 1.8123784221741964e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 221824, |
| "step": 360 |
| }, |
| { |
| "epoch": 6.4035087719298245, |
| "grad_norm": 0.08359543979167938, |
| "learning_rate": 1.73911520715541e-05, |
| "loss": 0.0003, |
| "num_input_tokens_seen": 225568, |
| "step": 365 |
| }, |
| { |
| "epoch": 6.491228070175438, |
| "grad_norm": 0.0011508375173434615, |
| "learning_rate": 1.666565321326512e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 228960, |
| "step": 370 |
| }, |
| { |
| "epoch": 6.578947368421053, |
| "grad_norm": 0.0016500469064339995, |
| "learning_rate": 1.5947967801765345e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 231936, |
| "step": 375 |
| }, |
| { |
| "epoch": 6.614035087719298, |
| "eval_loss": 0.22089533507823944, |
| "eval_runtime": 0.7913, |
| "eval_samples_per_second": 31.594, |
| "eval_steps_per_second": 8.846, |
| "num_input_tokens_seen": 233280, |
| "step": 377 |
| }, |
| { |
| "epoch": 6.666666666666667, |
| "grad_norm": 0.001594485598616302, |
| "learning_rate": 1.5238768666841907e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 234944, |
| "step": 380 |
| }, |
| { |
| "epoch": 6.754385964912281, |
| "grad_norm": 0.0012622015783563256, |
| "learning_rate": 1.4538720682400969e-05, |
| "loss": 0.0, |
| "num_input_tokens_seen": 238080, |
| "step": 385 |
| }, |
| { |
| "epoch": 6.842105263157895, |
| "grad_norm": 0.015878915786743164, |
| "learning_rate": 1.3848480143148839e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 241120, |
| "step": 390 |
| }, |
| { |
| "epoch": 6.9298245614035086, |
| "grad_norm": 0.0009251445881091058, |
| "learning_rate": 1.3168694149315796e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 244800, |
| "step": 395 |
| }, |
| { |
| "epoch": 7.017543859649122, |
| "grad_norm": 0.0010710373753681779, |
| "learning_rate": 1.2500000000000006e-05, |
| "loss": 0.0, |
| "num_input_tokens_seen": 247408, |
| "step": 400 |
| }, |
| { |
| "epoch": 7.105263157894737, |
| "grad_norm": 0.01872781477868557, |
| "learning_rate": 1.1843024595699805e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 250512, |
| "step": 405 |
| }, |
| { |
| "epoch": 7.12280701754386, |
| "eval_loss": 0.24220417439937592, |
| "eval_runtime": 0.7975, |
| "eval_samples_per_second": 31.346, |
| "eval_steps_per_second": 8.777, |
| "num_input_tokens_seen": 251120, |
| "step": 406 |
| }, |
| { |
| "epoch": 7.192982456140351, |
| "grad_norm": 0.009808254428207874, |
| "learning_rate": 1.1198383850594758e-05, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 254352, |
| "step": 410 |
| }, |
| { |
| "epoch": 7.280701754385965, |
| "grad_norm": 0.0015773404156789184, |
| "learning_rate": 1.0566682115126344e-05, |
| "loss": 0.0, |
| "num_input_tokens_seen": 257264, |
| "step": 415 |
| }, |
| { |
| "epoch": 7.368421052631579, |
| "grad_norm": 0.0013568034628406167, |
| "learning_rate": 9.948511609419675e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 260048, |
| "step": 420 |
| }, |
| { |
| "epoch": 7.456140350877193, |
| "grad_norm": 0.0014519336400553584, |
| "learning_rate": 9.344451868077353e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 263568, |
| "step": 425 |
| }, |
| { |
| "epoch": 7.543859649122807, |
| "grad_norm": 0.0013535337056964636, |
| "learning_rate": 8.755069196866014e-06, |
| "loss": 0.0, |
| "num_input_tokens_seen": 266640, |
| "step": 430 |
| }, |
| { |
| "epoch": 7.631578947368421, |
| "grad_norm": 0.018807148560881615, |
| "learning_rate": 8.180916141804906e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 270128, |
| "step": 435 |
| }, |
| { |
| "epoch": 7.631578947368421, |
| "eval_loss": 0.23934833705425262, |
| "eval_runtime": 0.8064, |
| "eval_samples_per_second": 31.003, |
| "eval_steps_per_second": 8.681, |
| "num_input_tokens_seen": 270128, |
| "step": 435 |
| }, |
| { |
| "epoch": 7.719298245614035, |
| "grad_norm": 0.0012790975160896778, |
| "learning_rate": 7.622530971154199e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 273136, |
| "step": 440 |
| }, |
| { |
| "epoch": 7.807017543859649, |
| "grad_norm": 0.0015526728238910437, |
| "learning_rate": 7.080437170788723e-06, |
| "loss": 0.0002, |
| "num_input_tokens_seen": 276464, |
| "step": 445 |
| }, |
| { |
| "epoch": 7.894736842105263, |
| "grad_norm": 0.006720449309796095, |
| "learning_rate": 6.555142953430158e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 278960, |
| "step": 450 |
| }, |
| { |
| "epoch": 7.982456140350877, |
| "grad_norm": 0.0009156151791103184, |
| "learning_rate": 6.0471407821978135e-06, |
| "loss": 0.0, |
| "num_input_tokens_seen": 282512, |
| "step": 455 |
| }, |
| { |
| "epoch": 8.070175438596491, |
| "grad_norm": 0.03618071228265762, |
| "learning_rate": 5.556906908924655e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 285496, |
| "step": 460 |
| }, |
| { |
| "epoch": 8.140350877192983, |
| "eval_loss": 0.24381086230278015, |
| "eval_runtime": 0.7882, |
| "eval_samples_per_second": 31.72, |
| "eval_steps_per_second": 8.882, |
| "num_input_tokens_seen": 288216, |
| "step": 464 |
| }, |
| { |
| "epoch": 8.157894736842104, |
| "grad_norm": 0.005941447801887989, |
| "learning_rate": 5.084900927671393e-06, |
| "loss": 0.0, |
| "num_input_tokens_seen": 289080, |
| "step": 465 |
| }, |
| { |
| "epoch": 8.24561403508772, |
| "grad_norm": 0.0010738734854385257, |
| "learning_rate": 4.631565343857239e-06, |
| "loss": 0.0, |
| "num_input_tokens_seen": 292120, |
| "step": 470 |
| }, |
| { |
| "epoch": 8.333333333333334, |
| "grad_norm": 0.040972329676151276, |
| "learning_rate": 4.19732515941125e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 295384, |
| "step": 475 |
| }, |
| { |
| "epoch": 8.421052631578947, |
| "grad_norm": 0.001142106018960476, |
| "learning_rate": 3.7825874743331907e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 298712, |
| "step": 480 |
| }, |
| { |
| "epoch": 8.508771929824562, |
| "grad_norm": 0.0014838232891634107, |
| "learning_rate": 3.3877411050374424e-06, |
| "loss": 0.0, |
| "num_input_tokens_seen": 301688, |
| "step": 485 |
| }, |
| { |
| "epoch": 8.596491228070175, |
| "grad_norm": 0.0010899933986365795, |
| "learning_rate": 3.013156219837776e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 304504, |
| "step": 490 |
| }, |
| { |
| "epoch": 8.649122807017545, |
| "eval_loss": 0.2532731890678406, |
| "eval_runtime": 0.7915, |
| "eval_samples_per_second": 31.584, |
| "eval_steps_per_second": 8.843, |
| "num_input_tokens_seen": 306648, |
| "step": 493 |
| }, |
| { |
| "epoch": 8.68421052631579, |
| "grad_norm": 0.0009048488573171198, |
| "learning_rate": 2.659183991914696e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 308056, |
| "step": 495 |
| }, |
| { |
| "epoch": 8.771929824561404, |
| "grad_norm": 0.002603427739813924, |
| "learning_rate": 2.326156270090735e-06, |
| "loss": 0.0, |
| "num_input_tokens_seen": 310584, |
| "step": 500 |
| }, |
| { |
| "epoch": 8.859649122807017, |
| "grad_norm": 0.001305464655160904, |
| "learning_rate": 2.0143852677223075e-06, |
| "loss": 0.0, |
| "num_input_tokens_seen": 313528, |
| "step": 505 |
| }, |
| { |
| "epoch": 8.947368421052632, |
| "grad_norm": 0.0036463334690779448, |
| "learning_rate": 1.7241632699998123e-06, |
| "loss": 0.0002, |
| "num_input_tokens_seen": 316472, |
| "step": 510 |
| }, |
| { |
| "epoch": 9.035087719298245, |
| "grad_norm": 0.019788112491369247, |
| "learning_rate": 1.4557623599303903e-06, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 318912, |
| "step": 515 |
| }, |
| { |
| "epoch": 9.12280701754386, |
| "grad_norm": 0.0026145647279918194, |
| "learning_rate": 1.2094341632602064e-06, |
| "loss": 0.0, |
| "num_input_tokens_seen": 321888, |
| "step": 520 |
| }, |
| { |
| "epoch": 9.157894736842104, |
| "eval_loss": 0.253935843706131, |
| "eval_runtime": 0.7922, |
| "eval_samples_per_second": 31.558, |
| "eval_steps_per_second": 8.836, |
| "num_input_tokens_seen": 323296, |
| "step": 522 |
| }, |
| { |
| "epoch": 9.210526315789474, |
| "grad_norm": 0.0016843760386109352, |
| "learning_rate": 9.85409612575411e-07, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 325248, |
| "step": 525 |
| }, |
| { |
| "epoch": 9.298245614035087, |
| "grad_norm": 0.0010300269350409508, |
| "learning_rate": 7.838987308029427e-07, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 328224, |
| "step": 530 |
| }, |
| { |
| "epoch": 9.385964912280702, |
| "grad_norm": 0.001682847854681313, |
| "learning_rate": 6.050904343141095e-07, |
| "loss": 0.0, |
| "num_input_tokens_seen": 330880, |
| "step": 535 |
| }, |
| { |
| "epoch": 9.473684210526315, |
| "grad_norm": 0.0009157847962342203, |
| "learning_rate": 4.491523558155714e-07, |
| "loss": 0.0002, |
| "num_input_tokens_seen": 334176, |
| "step": 540 |
| }, |
| { |
| "epoch": 9.56140350877193, |
| "grad_norm": 0.0018203345825895667, |
| "learning_rate": 3.162306871937387e-07, |
| "loss": 0.0, |
| "num_input_tokens_seen": 337280, |
| "step": 545 |
| }, |
| { |
| "epoch": 9.649122807017545, |
| "grad_norm": 0.0011194853577762842, |
| "learning_rate": 2.064500424599436e-07, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 340480, |
| "step": 550 |
| }, |
| { |
| "epoch": 9.666666666666666, |
| "eval_loss": 0.2470671385526657, |
| "eval_runtime": 0.7954, |
| "eval_samples_per_second": 31.432, |
| "eval_steps_per_second": 8.801, |
| "num_input_tokens_seen": 340960, |
| "step": 551 |
| }, |
| { |
| "epoch": 9.736842105263158, |
| "grad_norm": 0.017748655751347542, |
| "learning_rate": 1.1991334092484318e-07, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 343328, |
| "step": 555 |
| }, |
| { |
| "epoch": 9.824561403508772, |
| "grad_norm": 0.008531659841537476, |
| "learning_rate": 5.6701710711626334e-08, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 345984, |
| "step": 560 |
| }, |
| { |
| "epoch": 9.912280701754385, |
| "grad_norm": 0.0015779946697875857, |
| "learning_rate": 1.6874412698408836e-08, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 349280, |
| "step": 565 |
| }, |
| { |
| "epoch": 10.0, |
| "grad_norm": 0.0017016318161040545, |
| "learning_rate": 4.687849611939576e-10, |
| "loss": 0.0001, |
| "num_input_tokens_seen": 352296, |
| "step": 570 |
| }, |
| { |
| "epoch": 10.0, |
| "num_input_tokens_seen": 352296, |
| "step": 570, |
| "total_flos": 1.5894760020443136e+16, |
| "train_loss": 0.07623234518717877, |
| "train_runtime": 183.2479, |
| "train_samples_per_second": 12.278, |
| "train_steps_per_second": 3.111 |
| } |
| ], |
| "logging_steps": 5, |
| "max_steps": 570, |
| "num_input_tokens_seen": 352296, |
| "num_train_epochs": 10, |
| "save_steps": 29, |
| "stateful_callbacks": { |
| "TrainerControl": { |
| "args": { |
| "should_epoch_stop": false, |
| "should_evaluate": false, |
| "should_log": false, |
| "should_save": true, |
| "should_training_stop": true |
| }, |
| "attributes": {} |
| } |
| }, |
| "total_flos": 1.5894760020443136e+16, |
| "train_batch_size": 4, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
