{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.7936507936507936, "eval_steps": 9, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.007936507936507936, "grad_norm": 0.5723141431808472, "learning_rate": 1e-05, "loss": 0.7819, "step": 1 }, { "epoch": 0.007936507936507936, "eval_loss": 0.7385377883911133, "eval_runtime": 12.4951, "eval_samples_per_second": 8.483, "eval_steps_per_second": 1.12, "step": 1 }, { "epoch": 0.015873015873015872, "grad_norm": 0.5577658414840698, "learning_rate": 2e-05, "loss": 0.5743, "step": 2 }, { "epoch": 0.023809523809523808, "grad_norm": 0.5924695730209351, "learning_rate": 3e-05, "loss": 0.7856, "step": 3 }, { "epoch": 0.031746031746031744, "grad_norm": 1.1029717922210693, "learning_rate": 4e-05, "loss": 1.0336, "step": 4 }, { "epoch": 0.03968253968253968, "grad_norm": 0.5817142128944397, "learning_rate": 5e-05, "loss": 0.6727, "step": 5 }, { "epoch": 0.047619047619047616, "grad_norm": 0.9134500622749329, "learning_rate": 6e-05, "loss": 0.7168, "step": 6 }, { "epoch": 0.05555555555555555, "grad_norm": 0.8548192977905273, "learning_rate": 7e-05, "loss": 0.7588, "step": 7 }, { "epoch": 0.06349206349206349, "grad_norm": 0.9592969417572021, "learning_rate": 8e-05, "loss": 0.5431, "step": 8 }, { "epoch": 0.07142857142857142, "grad_norm": 0.4753745496273041, "learning_rate": 9e-05, "loss": 0.4157, "step": 9 }, { "epoch": 0.07142857142857142, "eval_loss": 0.4517921805381775, "eval_runtime": 11.8008, "eval_samples_per_second": 8.982, "eval_steps_per_second": 1.186, "step": 9 }, { "epoch": 0.07936507936507936, "grad_norm": 0.5649997591972351, "learning_rate": 0.0001, "loss": 0.4264, "step": 10 }, { "epoch": 0.0873015873015873, "grad_norm": 0.6885582208633423, "learning_rate": 9.99695413509548e-05, "loss": 0.4388, "step": 11 }, { "epoch": 0.09523809523809523, "grad_norm": 0.3964652419090271, "learning_rate": 9.987820251299122e-05, "loss": 0.3397, "step": 12 }, { "epoch": 0.10317460317460317, "grad_norm": 0.6276869177818298, "learning_rate": 9.972609476841367e-05, "loss": 0.3906, "step": 13 }, { "epoch": 0.1111111111111111, "grad_norm": 0.5640867948532104, "learning_rate": 9.951340343707852e-05, "loss": 0.2939, "step": 14 }, { "epoch": 0.11904761904761904, "grad_norm": 0.8967375159263611, "learning_rate": 9.924038765061042e-05, "loss": 0.3472, "step": 15 }, { "epoch": 0.12698412698412698, "grad_norm": 0.7164875864982605, "learning_rate": 9.890738003669029e-05, "loss": 0.2494, "step": 16 }, { "epoch": 0.1349206349206349, "grad_norm": 0.4000527262687683, "learning_rate": 9.851478631379982e-05, "loss": 0.245, "step": 17 }, { "epoch": 0.14285714285714285, "grad_norm": 0.480807363986969, "learning_rate": 9.806308479691595e-05, "loss": 0.2695, "step": 18 }, { "epoch": 0.14285714285714285, "eval_loss": 0.263343870639801, "eval_runtime": 11.7919, "eval_samples_per_second": 8.989, "eval_steps_per_second": 1.187, "step": 18 }, { "epoch": 0.15079365079365079, "grad_norm": 0.5784887671470642, "learning_rate": 9.755282581475769e-05, "loss": 0.2667, "step": 19 }, { "epoch": 0.15873015873015872, "grad_norm": 0.3400481939315796, "learning_rate": 9.698463103929542e-05, "loss": 0.2797, "step": 20 }, { "epoch": 0.16666666666666666, "grad_norm": 0.8097524642944336, "learning_rate": 9.635919272833938e-05, "loss": 0.3259, "step": 21 }, { "epoch": 0.1746031746031746, "grad_norm": 0.45467671751976013, "learning_rate": 9.567727288213005e-05, "loss": 0.2423, "step": 22 }, { "epoch": 0.18253968253968253, "grad_norm": 0.4269068241119385, "learning_rate": 9.493970231495835e-05, "loss": 0.2045, "step": 23 }, { "epoch": 0.19047619047619047, "grad_norm": 0.5358132123947144, "learning_rate": 9.414737964294636e-05, "loss": 0.2549, "step": 24 }, { "epoch": 0.1984126984126984, "grad_norm": 0.6622316241264343, "learning_rate": 9.330127018922194e-05, "loss": 0.2531, "step": 25 }, { "epoch": 0.20634920634920634, "grad_norm": 0.36567825078964233, "learning_rate": 9.24024048078213e-05, "loss": 0.2373, "step": 26 }, { "epoch": 0.21428571428571427, "grad_norm": 0.3651120662689209, "learning_rate": 9.145187862775209e-05, "loss": 0.231, "step": 27 }, { "epoch": 0.21428571428571427, "eval_loss": 0.23956447839736938, "eval_runtime": 11.7941, "eval_samples_per_second": 8.988, "eval_steps_per_second": 1.187, "step": 27 }, { "epoch": 0.2222222222222222, "grad_norm": 0.5219882726669312, "learning_rate": 9.045084971874738e-05, "loss": 0.2168, "step": 28 }, { "epoch": 0.23015873015873015, "grad_norm": 0.3878607153892517, "learning_rate": 8.940053768033609e-05, "loss": 0.2452, "step": 29 }, { "epoch": 0.23809523809523808, "grad_norm": 0.3680654466152191, "learning_rate": 8.83022221559489e-05, "loss": 0.2422, "step": 30 }, { "epoch": 0.24603174603174602, "grad_norm": 0.29995450377464294, "learning_rate": 8.715724127386972e-05, "loss": 0.2249, "step": 31 }, { "epoch": 0.25396825396825395, "grad_norm": 0.4001246392726898, "learning_rate": 8.596699001693255e-05, "loss": 0.2622, "step": 32 }, { "epoch": 0.2619047619047619, "grad_norm": 0.28822505474090576, "learning_rate": 8.473291852294987e-05, "loss": 0.2116, "step": 33 }, { "epoch": 0.2698412698412698, "grad_norm": 0.25429052114486694, "learning_rate": 8.345653031794292e-05, "loss": 0.2007, "step": 34 }, { "epoch": 0.2777777777777778, "grad_norm": 0.29249072074890137, "learning_rate": 8.213938048432697e-05, "loss": 0.2173, "step": 35 }, { "epoch": 0.2857142857142857, "grad_norm": 0.30489400029182434, "learning_rate": 8.07830737662829e-05, "loss": 0.2127, "step": 36 }, { "epoch": 0.2857142857142857, "eval_loss": 0.22131845355033875, "eval_runtime": 11.7833, "eval_samples_per_second": 8.996, "eval_steps_per_second": 1.188, "step": 36 }, { "epoch": 0.29365079365079366, "grad_norm": 0.4536025822162628, "learning_rate": 7.938926261462366e-05, "loss": 0.2486, "step": 37 }, { "epoch": 0.30158730158730157, "grad_norm": 0.21147893369197845, "learning_rate": 7.795964517353735e-05, "loss": 0.2094, "step": 38 }, { "epoch": 0.30952380952380953, "grad_norm": 0.21347074210643768, "learning_rate": 7.649596321166024e-05, "loss": 0.2146, "step": 39 }, { "epoch": 0.31746031746031744, "grad_norm": 0.4815422594547272, "learning_rate": 7.500000000000001e-05, "loss": 0.1892, "step": 40 }, { "epoch": 0.3253968253968254, "grad_norm": 0.30590173602104187, "learning_rate": 7.347357813929454e-05, "loss": 0.2208, "step": 41 }, { "epoch": 0.3333333333333333, "grad_norm": 0.5233677625656128, "learning_rate": 7.191855733945387e-05, "loss": 0.2463, "step": 42 }, { "epoch": 0.3412698412698413, "grad_norm": 0.3786214590072632, "learning_rate": 7.033683215379002e-05, "loss": 0.2107, "step": 43 }, { "epoch": 0.3492063492063492, "grad_norm": 0.3967248797416687, "learning_rate": 6.873032967079561e-05, "loss": 0.187, "step": 44 }, { "epoch": 0.35714285714285715, "grad_norm": 0.4329782724380493, "learning_rate": 6.710100716628344e-05, "loss": 0.2235, "step": 45 }, { "epoch": 0.35714285714285715, "eval_loss": 0.20556718111038208, "eval_runtime": 11.7406, "eval_samples_per_second": 9.029, "eval_steps_per_second": 1.192, "step": 45 }, { "epoch": 0.36507936507936506, "grad_norm": 0.5757659673690796, "learning_rate": 6.545084971874738e-05, "loss": 0.223, "step": 46 }, { "epoch": 0.373015873015873, "grad_norm": 0.3994109332561493, "learning_rate": 6.378186779084995e-05, "loss": 0.2308, "step": 47 }, { "epoch": 0.38095238095238093, "grad_norm": 0.2843783497810364, "learning_rate": 6.209609477998338e-05, "loss": 0.2052, "step": 48 }, { "epoch": 0.3888888888888889, "grad_norm": 0.4453858733177185, "learning_rate": 6.0395584540887963e-05, "loss": 0.1988, "step": 49 }, { "epoch": 0.3968253968253968, "grad_norm": 0.4066433608531952, "learning_rate": 5.868240888334653e-05, "loss": 0.2084, "step": 50 }, { "epoch": 0.40476190476190477, "grad_norm": 0.42400673031806946, "learning_rate": 5.695865504800327e-05, "loss": 0.2285, "step": 51 }, { "epoch": 0.4126984126984127, "grad_norm": 0.5643566250801086, "learning_rate": 5.522642316338268e-05, "loss": 0.2119, "step": 52 }, { "epoch": 0.42063492063492064, "grad_norm": 0.4981585144996643, "learning_rate": 5.348782368720626e-05, "loss": 0.2294, "step": 53 }, { "epoch": 0.42857142857142855, "grad_norm": 0.40946900844573975, "learning_rate": 5.174497483512506e-05, "loss": 0.2237, "step": 54 }, { "epoch": 0.42857142857142855, "eval_loss": 0.20218834280967712, "eval_runtime": 11.8148, "eval_samples_per_second": 8.972, "eval_steps_per_second": 1.185, "step": 54 }, { "epoch": 0.4365079365079365, "grad_norm": 0.7285588979721069, "learning_rate": 5e-05, "loss": 0.2249, "step": 55 }, { "epoch": 0.4444444444444444, "grad_norm": 0.4775647222995758, "learning_rate": 4.825502516487497e-05, "loss": 0.2223, "step": 56 }, { "epoch": 0.4523809523809524, "grad_norm": 0.4595770537853241, "learning_rate": 4.6512176312793736e-05, "loss": 0.1801, "step": 57 }, { "epoch": 0.4603174603174603, "grad_norm": 0.34900394082069397, "learning_rate": 4.477357683661734e-05, "loss": 0.1862, "step": 58 }, { "epoch": 0.46825396825396826, "grad_norm": 0.5798309445381165, "learning_rate": 4.3041344951996746e-05, "loss": 0.2086, "step": 59 }, { "epoch": 0.47619047619047616, "grad_norm": 0.4363901615142822, "learning_rate": 4.131759111665349e-05, "loss": 0.2127, "step": 60 }, { "epoch": 0.48412698412698413, "grad_norm": 0.3747006952762604, "learning_rate": 3.960441545911204e-05, "loss": 0.2035, "step": 61 }, { "epoch": 0.49206349206349204, "grad_norm": 0.4907454550266266, "learning_rate": 3.790390522001662e-05, "loss": 0.2025, "step": 62 }, { "epoch": 0.5, "grad_norm": 0.42181912064552307, "learning_rate": 3.6218132209150045e-05, "loss": 0.2209, "step": 63 }, { "epoch": 0.5, "eval_loss": 0.1936516910791397, "eval_runtime": 11.7483, "eval_samples_per_second": 9.023, "eval_steps_per_second": 1.192, "step": 63 }, { "epoch": 0.5079365079365079, "grad_norm": 0.4980236887931824, "learning_rate": 3.4549150281252636e-05, "loss": 0.2029, "step": 64 }, { "epoch": 0.5158730158730159, "grad_norm": 0.3584940433502197, "learning_rate": 3.289899283371657e-05, "loss": 0.1888, "step": 65 }, { "epoch": 0.5238095238095238, "grad_norm": 0.4028421938419342, "learning_rate": 3.12696703292044e-05, "loss": 0.1871, "step": 66 }, { "epoch": 0.5317460317460317, "grad_norm": 0.4666447341442108, "learning_rate": 2.9663167846209998e-05, "loss": 0.204, "step": 67 }, { "epoch": 0.5396825396825397, "grad_norm": 0.3785227835178375, "learning_rate": 2.8081442660546125e-05, "loss": 0.1973, "step": 68 }, { "epoch": 0.5476190476190477, "grad_norm": 0.4338895380496979, "learning_rate": 2.6526421860705473e-05, "loss": 0.2053, "step": 69 }, { "epoch": 0.5555555555555556, "grad_norm": 0.3227415978908539, "learning_rate": 2.500000000000001e-05, "loss": 0.1659, "step": 70 }, { "epoch": 0.5634920634920635, "grad_norm": 0.3305239975452423, "learning_rate": 2.350403678833976e-05, "loss": 0.1687, "step": 71 }, { "epoch": 0.5714285714285714, "grad_norm": 0.5412036180496216, "learning_rate": 2.2040354826462668e-05, "loss": 0.1706, "step": 72 }, { "epoch": 0.5714285714285714, "eval_loss": 0.1866018921136856, "eval_runtime": 11.7603, "eval_samples_per_second": 9.013, "eval_steps_per_second": 1.19, "step": 72 }, { "epoch": 0.5793650793650794, "grad_norm": 0.33903056383132935, "learning_rate": 2.061073738537635e-05, "loss": 0.1653, "step": 73 }, { "epoch": 0.5873015873015873, "grad_norm": 0.4676951467990875, "learning_rate": 1.9216926233717085e-05, "loss": 0.2113, "step": 74 }, { "epoch": 0.5952380952380952, "grad_norm": 0.36672213673591614, "learning_rate": 1.7860619515673033e-05, "loss": 0.1957, "step": 75 }, { "epoch": 0.6031746031746031, "grad_norm": 0.34517067670822144, "learning_rate": 1.6543469682057106e-05, "loss": 0.1601, "step": 76 }, { "epoch": 0.6111111111111112, "grad_norm": 0.4209977686405182, "learning_rate": 1.526708147705013e-05, "loss": 0.2038, "step": 77 }, { "epoch": 0.6190476190476191, "grad_norm": 0.37364357709884644, "learning_rate": 1.4033009983067452e-05, "loss": 0.1732, "step": 78 }, { "epoch": 0.626984126984127, "grad_norm": 0.4351928234100342, "learning_rate": 1.2842758726130283e-05, "loss": 0.1906, "step": 79 }, { "epoch": 0.6349206349206349, "grad_norm": 0.41745811700820923, "learning_rate": 1.1697777844051105e-05, "loss": 0.2098, "step": 80 }, { "epoch": 0.6428571428571429, "grad_norm": 0.4128893315792084, "learning_rate": 1.0599462319663905e-05, "loss": 0.1775, "step": 81 }, { "epoch": 0.6428571428571429, "eval_loss": 0.18361014127731323, "eval_runtime": 11.7937, "eval_samples_per_second": 8.988, "eval_steps_per_second": 1.187, "step": 81 }, { "epoch": 0.6507936507936508, "grad_norm": 0.3903600573539734, "learning_rate": 9.549150281252633e-06, "loss": 0.1877, "step": 82 }, { "epoch": 0.6587301587301587, "grad_norm": 0.4527701735496521, "learning_rate": 8.548121372247918e-06, "loss": 0.1946, "step": 83 }, { "epoch": 0.6666666666666666, "grad_norm": 0.370411217212677, "learning_rate": 7.597595192178702e-06, "loss": 0.1821, "step": 84 }, { "epoch": 0.6746031746031746, "grad_norm": 0.44652992486953735, "learning_rate": 6.698729810778065e-06, "loss": 0.1745, "step": 85 }, { "epoch": 0.6825396825396826, "grad_norm": 0.3680137097835541, "learning_rate": 5.852620357053651e-06, "loss": 0.1663, "step": 86 }, { "epoch": 0.6904761904761905, "grad_norm": 0.5062569975852966, "learning_rate": 5.060297685041659e-06, "loss": 0.2003, "step": 87 }, { "epoch": 0.6984126984126984, "grad_norm": 0.36240339279174805, "learning_rate": 4.322727117869951e-06, "loss": 0.1886, "step": 88 }, { "epoch": 0.7063492063492064, "grad_norm": 0.5011777877807617, "learning_rate": 3.6408072716606346e-06, "loss": 0.2218, "step": 89 }, { "epoch": 0.7142857142857143, "grad_norm": 0.39543071389198303, "learning_rate": 3.0153689607045845e-06, "loss": 0.2025, "step": 90 }, { "epoch": 0.7142857142857143, "eval_loss": 0.17969763278961182, "eval_runtime": 11.7457, "eval_samples_per_second": 9.025, "eval_steps_per_second": 1.192, "step": 90 }, { "epoch": 0.7222222222222222, "grad_norm": 0.5232609510421753, "learning_rate": 2.4471741852423237e-06, "loss": 0.2011, "step": 91 }, { "epoch": 0.7301587301587301, "grad_norm": 0.7661548852920532, "learning_rate": 1.9369152030840556e-06, "loss": 0.2548, "step": 92 }, { "epoch": 0.7380952380952381, "grad_norm": 0.35290607810020447, "learning_rate": 1.4852136862001764e-06, "loss": 0.1839, "step": 93 }, { "epoch": 0.746031746031746, "grad_norm": 0.34179702401161194, "learning_rate": 1.0926199633097157e-06, "loss": 0.1623, "step": 94 }, { "epoch": 0.753968253968254, "grad_norm": 0.4746062457561493, "learning_rate": 7.596123493895991e-07, "loss": 0.2129, "step": 95 }, { "epoch": 0.7619047619047619, "grad_norm": 0.540755569934845, "learning_rate": 4.865965629214819e-07, "loss": 0.2118, "step": 96 }, { "epoch": 0.7698412698412699, "grad_norm": 0.38110673427581787, "learning_rate": 2.7390523158633554e-07, "loss": 0.1797, "step": 97 }, { "epoch": 0.7777777777777778, "grad_norm": 0.5135464072227478, "learning_rate": 1.2179748700879012e-07, "loss": 0.1675, "step": 98 }, { "epoch": 0.7857142857142857, "grad_norm": 0.3694540560245514, "learning_rate": 3.04586490452119e-08, "loss": 0.1878, "step": 99 }, { "epoch": 0.7857142857142857, "eval_loss": 0.17945602536201477, "eval_runtime": 11.7379, "eval_samples_per_second": 9.031, "eval_steps_per_second": 1.193, "step": 99 }, { "epoch": 0.7936507936507936, "grad_norm": 0.31265389919281006, "learning_rate": 0.0, "loss": 0.1826, "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": 7.641439020672614e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }