{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.5952380952380952, "eval_steps": 9, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.005952380952380952, "grad_norm": 1.8847510814666748, "learning_rate": 1e-05, "loss": 3.4453, "step": 1 }, { "epoch": 0.005952380952380952, "eval_loss": 3.4847054481506348, "eval_runtime": 0.7278, "eval_samples_per_second": 776.315, "eval_steps_per_second": 24.732, "step": 1 }, { "epoch": 0.011904761904761904, "grad_norm": 1.8967914581298828, "learning_rate": 2e-05, "loss": 3.5233, "step": 2 }, { "epoch": 0.017857142857142856, "grad_norm": 1.9609869718551636, "learning_rate": 3e-05, "loss": 3.4954, "step": 3 }, { "epoch": 0.023809523809523808, "grad_norm": 1.975792646408081, "learning_rate": 4e-05, "loss": 3.4817, "step": 4 }, { "epoch": 0.02976190476190476, "grad_norm": 1.9651564359664917, "learning_rate": 5e-05, "loss": 3.476, "step": 5 }, { "epoch": 0.03571428571428571, "grad_norm": 2.0456418991088867, "learning_rate": 6e-05, "loss": 3.4424, "step": 6 }, { "epoch": 0.041666666666666664, "grad_norm": 1.925234317779541, "learning_rate": 7e-05, "loss": 3.3821, "step": 7 }, { "epoch": 0.047619047619047616, "grad_norm": 1.7819530963897705, "learning_rate": 8e-05, "loss": 3.2534, "step": 8 }, { "epoch": 0.05357142857142857, "grad_norm": 1.7863258123397827, "learning_rate": 9e-05, "loss": 3.1961, "step": 9 }, { "epoch": 0.05357142857142857, "eval_loss": 3.0999181270599365, "eval_runtime": 0.729, "eval_samples_per_second": 775.008, "eval_steps_per_second": 24.691, "step": 9 }, { "epoch": 0.05952380952380952, "grad_norm": 1.722019076347351, "learning_rate": 0.0001, "loss": 3.1102, "step": 10 }, { "epoch": 0.06547619047619048, "grad_norm": 1.6802176237106323, "learning_rate": 9.99695413509548e-05, "loss": 3.0669, "step": 11 }, { "epoch": 0.07142857142857142, "grad_norm": 1.68272864818573, "learning_rate": 9.987820251299122e-05, "loss": 2.7909, "step": 12 }, { "epoch": 0.07738095238095238, "grad_norm": 1.5962737798690796, "learning_rate": 9.972609476841367e-05, "loss": 2.6373, "step": 13 }, { "epoch": 0.08333333333333333, "grad_norm": 1.5708441734313965, "learning_rate": 9.951340343707852e-05, "loss": 2.5206, "step": 14 }, { "epoch": 0.08928571428571429, "grad_norm": 1.5052292346954346, "learning_rate": 9.924038765061042e-05, "loss": 2.4557, "step": 15 }, { "epoch": 0.09523809523809523, "grad_norm": 1.5192614793777466, "learning_rate": 9.890738003669029e-05, "loss": 2.3104, "step": 16 }, { "epoch": 0.10119047619047619, "grad_norm": 1.5247867107391357, "learning_rate": 9.851478631379982e-05, "loss": 2.275, "step": 17 }, { "epoch": 0.10714285714285714, "grad_norm": 1.5035266876220703, "learning_rate": 9.806308479691595e-05, "loss": 2.1103, "step": 18 }, { "epoch": 0.10714285714285714, "eval_loss": 2.022083282470703, "eval_runtime": 0.7263, "eval_samples_per_second": 777.939, "eval_steps_per_second": 24.784, "step": 18 }, { "epoch": 0.1130952380952381, "grad_norm": 1.5212229490280151, "learning_rate": 9.755282581475769e-05, "loss": 1.9887, "step": 19 }, { "epoch": 0.11904761904761904, "grad_norm": 1.5906459093093872, "learning_rate": 9.698463103929542e-05, "loss": 1.9476, "step": 20 }, { "epoch": 0.125, "grad_norm": 1.7577109336853027, "learning_rate": 9.635919272833938e-05, "loss": 1.7878, "step": 21 }, { "epoch": 0.13095238095238096, "grad_norm": 1.9069538116455078, "learning_rate": 9.567727288213005e-05, "loss": 1.7624, "step": 22 }, { "epoch": 0.13690476190476192, "grad_norm": 2.0785834789276123, "learning_rate": 9.493970231495835e-05, "loss": 1.6126, "step": 23 }, { "epoch": 0.14285714285714285, "grad_norm": 2.226637363433838, "learning_rate": 9.414737964294636e-05, "loss": 1.4719, "step": 24 }, { "epoch": 0.1488095238095238, "grad_norm": 3.0561819076538086, "learning_rate": 9.330127018922194e-05, "loss": 1.4277, "step": 25 }, { "epoch": 0.15476190476190477, "grad_norm": 2.925053834915161, "learning_rate": 9.24024048078213e-05, "loss": 1.3428, "step": 26 }, { "epoch": 0.16071428571428573, "grad_norm": 2.3791446685791016, "learning_rate": 9.145187862775209e-05, "loss": 1.3196, "step": 27 }, { "epoch": 0.16071428571428573, "eval_loss": 1.1837644577026367, "eval_runtime": 0.749, "eval_samples_per_second": 754.302, "eval_steps_per_second": 24.031, "step": 27 }, { "epoch": 0.16666666666666666, "grad_norm": 1.918161392211914, "learning_rate": 9.045084971874738e-05, "loss": 1.078, "step": 28 }, { "epoch": 0.17261904761904762, "grad_norm": 1.787397027015686, "learning_rate": 8.940053768033609e-05, "loss": 1.0918, "step": 29 }, { "epoch": 0.17857142857142858, "grad_norm": 1.718632459640503, "learning_rate": 8.83022221559489e-05, "loss": 1.0613, "step": 30 }, { "epoch": 0.18452380952380953, "grad_norm": 1.6407841444015503, "learning_rate": 8.715724127386972e-05, "loss": 0.9426, "step": 31 }, { "epoch": 0.19047619047619047, "grad_norm": 1.6310867071151733, "learning_rate": 8.596699001693255e-05, "loss": 0.9499, "step": 32 }, { "epoch": 0.19642857142857142, "grad_norm": 1.6535135507583618, "learning_rate": 8.473291852294987e-05, "loss": 0.8009, "step": 33 }, { "epoch": 0.20238095238095238, "grad_norm": 1.7860593795776367, "learning_rate": 8.345653031794292e-05, "loss": 0.698, "step": 34 }, { "epoch": 0.20833333333333334, "grad_norm": 1.6134707927703857, "learning_rate": 8.213938048432697e-05, "loss": 0.6973, "step": 35 }, { "epoch": 0.21428571428571427, "grad_norm": 1.5818922519683838, "learning_rate": 8.07830737662829e-05, "loss": 0.6982, "step": 36 }, { "epoch": 0.21428571428571427, "eval_loss": 0.591748058795929, "eval_runtime": 0.7267, "eval_samples_per_second": 777.438, "eval_steps_per_second": 24.768, "step": 36 }, { "epoch": 0.22023809523809523, "grad_norm": 1.3319734334945679, "learning_rate": 7.938926261462366e-05, "loss": 0.6164, "step": 37 }, { "epoch": 0.2261904761904762, "grad_norm": 1.2683157920837402, "learning_rate": 7.795964517353735e-05, "loss": 0.5391, "step": 38 }, { "epoch": 0.23214285714285715, "grad_norm": 1.0097771883010864, "learning_rate": 7.649596321166024e-05, "loss": 0.49, "step": 39 }, { "epoch": 0.23809523809523808, "grad_norm": 1.0080583095550537, "learning_rate": 7.500000000000001e-05, "loss": 0.4928, "step": 40 }, { "epoch": 0.24404761904761904, "grad_norm": 0.8241538405418396, "learning_rate": 7.347357813929454e-05, "loss": 0.4672, "step": 41 }, { "epoch": 0.25, "grad_norm": 0.8907387852668762, "learning_rate": 7.191855733945387e-05, "loss": 0.4678, "step": 42 }, { "epoch": 0.25595238095238093, "grad_norm": 0.8545511364936829, "learning_rate": 7.033683215379002e-05, "loss": 0.3988, "step": 43 }, { "epoch": 0.2619047619047619, "grad_norm": 0.8012543320655823, "learning_rate": 6.873032967079561e-05, "loss": 0.4446, "step": 44 }, { "epoch": 0.26785714285714285, "grad_norm": 0.6742522716522217, "learning_rate": 6.710100716628344e-05, "loss": 0.3976, "step": 45 }, { "epoch": 0.26785714285714285, "eval_loss": 0.393344908952713, "eval_runtime": 0.731, "eval_samples_per_second": 772.887, "eval_steps_per_second": 24.623, "step": 45 }, { "epoch": 0.27380952380952384, "grad_norm": 0.6675676107406616, "learning_rate": 6.545084971874738e-05, "loss": 0.3466, "step": 46 }, { "epoch": 0.27976190476190477, "grad_norm": 0.7589141726493835, "learning_rate": 6.378186779084995e-05, "loss": 0.3242, "step": 47 }, { "epoch": 0.2857142857142857, "grad_norm": 0.872429370880127, "learning_rate": 6.209609477998338e-05, "loss": 0.3272, "step": 48 }, { "epoch": 0.2916666666666667, "grad_norm": 0.5737527012825012, "learning_rate": 6.0395584540887963e-05, "loss": 0.3232, "step": 49 }, { "epoch": 0.2976190476190476, "grad_norm": 0.8787867426872253, "learning_rate": 5.868240888334653e-05, "loss": 0.3176, "step": 50 }, { "epoch": 0.30357142857142855, "grad_norm": 0.8264537453651428, "learning_rate": 5.695865504800327e-05, "loss": 0.2985, "step": 51 }, { "epoch": 0.30952380952380953, "grad_norm": 0.6697880029678345, "learning_rate": 5.522642316338268e-05, "loss": 0.335, "step": 52 }, { "epoch": 0.31547619047619047, "grad_norm": 0.6313273310661316, "learning_rate": 5.348782368720626e-05, "loss": 0.3323, "step": 53 }, { "epoch": 0.32142857142857145, "grad_norm": 0.7156944274902344, "learning_rate": 5.174497483512506e-05, "loss": 0.2925, "step": 54 }, { "epoch": 0.32142857142857145, "eval_loss": 0.30814456939697266, "eval_runtime": 0.7272, "eval_samples_per_second": 776.911, "eval_steps_per_second": 24.751, "step": 54 }, { "epoch": 0.3273809523809524, "grad_norm": 0.8110126852989197, "learning_rate": 5e-05, "loss": 0.2934, "step": 55 }, { "epoch": 0.3333333333333333, "grad_norm": 0.5642712712287903, "learning_rate": 4.825502516487497e-05, "loss": 0.3237, "step": 56 }, { "epoch": 0.3392857142857143, "grad_norm": 0.5082366466522217, "learning_rate": 4.6512176312793736e-05, "loss": 0.2284, "step": 57 }, { "epoch": 0.34523809523809523, "grad_norm": 0.5590605735778809, "learning_rate": 4.477357683661734e-05, "loss": 0.2723, "step": 58 }, { "epoch": 0.35119047619047616, "grad_norm": 0.7834331393241882, "learning_rate": 4.3041344951996746e-05, "loss": 0.2732, "step": 59 }, { "epoch": 0.35714285714285715, "grad_norm": 0.5841456651687622, "learning_rate": 4.131759111665349e-05, "loss": 0.2316, "step": 60 }, { "epoch": 0.3630952380952381, "grad_norm": 0.5144384503364563, "learning_rate": 3.960441545911204e-05, "loss": 0.2676, "step": 61 }, { "epoch": 0.36904761904761907, "grad_norm": 0.5047840476036072, "learning_rate": 3.790390522001662e-05, "loss": 0.2311, "step": 62 }, { "epoch": 0.375, "grad_norm": 0.5553379058837891, "learning_rate": 3.6218132209150045e-05, "loss": 0.2693, "step": 63 }, { "epoch": 0.375, "eval_loss": 0.2591702938079834, "eval_runtime": 0.7281, "eval_samples_per_second": 776.028, "eval_steps_per_second": 24.723, "step": 63 }, { "epoch": 0.38095238095238093, "grad_norm": 0.5578157901763916, "learning_rate": 3.4549150281252636e-05, "loss": 0.2313, "step": 64 }, { "epoch": 0.3869047619047619, "grad_norm": 0.5519534945487976, "learning_rate": 3.289899283371657e-05, "loss": 0.1994, "step": 65 }, { "epoch": 0.39285714285714285, "grad_norm": 0.5156115889549255, "learning_rate": 3.12696703292044e-05, "loss": 0.2438, "step": 66 }, { "epoch": 0.39880952380952384, "grad_norm": 0.5865421891212463, "learning_rate": 2.9663167846209998e-05, "loss": 0.2964, "step": 67 }, { "epoch": 0.40476190476190477, "grad_norm": 0.4177829921245575, "learning_rate": 2.8081442660546125e-05, "loss": 0.2274, "step": 68 }, { "epoch": 0.4107142857142857, "grad_norm": 0.442807674407959, "learning_rate": 2.6526421860705473e-05, "loss": 0.2507, "step": 69 }, { "epoch": 0.4166666666666667, "grad_norm": 0.4709461033344269, "learning_rate": 2.500000000000001e-05, "loss": 0.2241, "step": 70 }, { "epoch": 0.4226190476190476, "grad_norm": 0.36320897936820984, "learning_rate": 2.350403678833976e-05, "loss": 0.203, "step": 71 }, { "epoch": 0.42857142857142855, "grad_norm": 0.4016166031360626, "learning_rate": 2.2040354826462668e-05, "loss": 0.2008, "step": 72 }, { "epoch": 0.42857142857142855, "eval_loss": 0.2299022376537323, "eval_runtime": 0.725, "eval_samples_per_second": 779.359, "eval_steps_per_second": 24.829, "step": 72 }, { "epoch": 0.43452380952380953, "grad_norm": 0.5135464668273926, "learning_rate": 2.061073738537635e-05, "loss": 0.2505, "step": 73 }, { "epoch": 0.44047619047619047, "grad_norm": 0.4497532844543457, "learning_rate": 1.9216926233717085e-05, "loss": 0.2021, "step": 74 }, { "epoch": 0.44642857142857145, "grad_norm": 0.44834592938423157, "learning_rate": 1.7860619515673033e-05, "loss": 0.1972, "step": 75 }, { "epoch": 0.4523809523809524, "grad_norm": 0.4646625518798828, "learning_rate": 1.6543469682057106e-05, "loss": 0.2428, "step": 76 }, { "epoch": 0.4583333333333333, "grad_norm": 0.43261802196502686, "learning_rate": 1.526708147705013e-05, "loss": 0.1961, "step": 77 }, { "epoch": 0.4642857142857143, "grad_norm": 0.4902274012565613, "learning_rate": 1.4033009983067452e-05, "loss": 0.1893, "step": 78 }, { "epoch": 0.47023809523809523, "grad_norm": 0.36820879578590393, "learning_rate": 1.2842758726130283e-05, "loss": 0.1857, "step": 79 }, { "epoch": 0.47619047619047616, "grad_norm": 0.40407320857048035, "learning_rate": 1.1697777844051105e-05, "loss": 0.1762, "step": 80 }, { "epoch": 0.48214285714285715, "grad_norm": 0.42008960247039795, "learning_rate": 1.0599462319663905e-05, "loss": 0.2245, "step": 81 }, { "epoch": 0.48214285714285715, "eval_loss": 0.2156299650669098, "eval_runtime": 0.731, "eval_samples_per_second": 772.964, "eval_steps_per_second": 24.625, "step": 81 }, { "epoch": 0.4880952380952381, "grad_norm": 0.5599027872085571, "learning_rate": 9.549150281252633e-06, "loss": 0.2199, "step": 82 }, { "epoch": 0.49404761904761907, "grad_norm": 0.49288442730903625, "learning_rate": 8.548121372247918e-06, "loss": 0.2179, "step": 83 }, { "epoch": 0.5, "grad_norm": 0.385234534740448, "learning_rate": 7.597595192178702e-06, "loss": 0.1945, "step": 84 }, { "epoch": 0.5059523809523809, "grad_norm": 0.5592166185379028, "learning_rate": 6.698729810778065e-06, "loss": 0.2251, "step": 85 }, { "epoch": 0.5119047619047619, "grad_norm": 0.39405468106269836, "learning_rate": 5.852620357053651e-06, "loss": 0.2158, "step": 86 }, { "epoch": 0.5178571428571429, "grad_norm": 0.5080683827400208, "learning_rate": 5.060297685041659e-06, "loss": 0.2302, "step": 87 }, { "epoch": 0.5238095238095238, "grad_norm": 0.45728829503059387, "learning_rate": 4.322727117869951e-06, "loss": 0.1862, "step": 88 }, { "epoch": 0.5297619047619048, "grad_norm": 0.3771636188030243, "learning_rate": 3.6408072716606346e-06, "loss": 0.2153, "step": 89 }, { "epoch": 0.5357142857142857, "grad_norm": 0.43016037344932556, "learning_rate": 3.0153689607045845e-06, "loss": 0.266, "step": 90 }, { "epoch": 0.5357142857142857, "eval_loss": 0.21077343821525574, "eval_runtime": 0.7276, "eval_samples_per_second": 776.507, "eval_steps_per_second": 24.738, "step": 90 }, { "epoch": 0.5416666666666666, "grad_norm": 0.5915383100509644, "learning_rate": 2.4471741852423237e-06, "loss": 0.2349, "step": 91 }, { "epoch": 0.5476190476190477, "grad_norm": 0.37992358207702637, "learning_rate": 1.9369152030840556e-06, "loss": 0.1927, "step": 92 }, { "epoch": 0.5535714285714286, "grad_norm": 0.4356793463230133, "learning_rate": 1.4852136862001764e-06, "loss": 0.2227, "step": 93 }, { "epoch": 0.5595238095238095, "grad_norm": 0.5157723426818848, "learning_rate": 1.0926199633097157e-06, "loss": 0.2807, "step": 94 }, { "epoch": 0.5654761904761905, "grad_norm": 0.4171281158924103, "learning_rate": 7.596123493895991e-07, "loss": 0.1941, "step": 95 }, { "epoch": 0.5714285714285714, "grad_norm": 0.44283267855644226, "learning_rate": 4.865965629214819e-07, "loss": 0.2501, "step": 96 }, { "epoch": 0.5773809523809523, "grad_norm": 0.3836650252342224, "learning_rate": 2.7390523158633554e-07, "loss": 0.1853, "step": 97 }, { "epoch": 0.5833333333333334, "grad_norm": 0.40736451745033264, "learning_rate": 1.2179748700879012e-07, "loss": 0.1831, "step": 98 }, { "epoch": 0.5892857142857143, "grad_norm": 0.40472492575645447, "learning_rate": 3.04586490452119e-08, "loss": 0.1468, "step": 99 }, { "epoch": 0.5892857142857143, "eval_loss": 0.20941224694252014, "eval_runtime": 0.7248, "eval_samples_per_second": 779.517, "eval_steps_per_second": 24.834, "step": 99 }, { "epoch": 0.5952380952380952, "grad_norm": 0.3667122721672058, "learning_rate": 0.0, "loss": 0.1555, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 5553503443353600.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }