{ "best_metric": 0.09076610952615738, "best_model_checkpoint": "saves/psy-course-doc-info/MentaLLaMA-chat-7B/train/fold2/checkpoint-120", "epoch": 4.938271604938271, "eval_steps": 10, "global_step": 125, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.03950617283950617, "grad_norm": 0.24663323163986206, "learning_rate": 7.692307692307694e-06, "loss": 0.396, "step": 1 }, { "epoch": 0.07901234567901234, "grad_norm": 0.2477671205997467, "learning_rate": 1.5384615384615387e-05, "loss": 0.4232, "step": 2 }, { "epoch": 0.11851851851851852, "grad_norm": 0.263531893491745, "learning_rate": 2.307692307692308e-05, "loss": 0.4225, "step": 3 }, { "epoch": 0.1580246913580247, "grad_norm": 0.23312927782535553, "learning_rate": 3.0769230769230774e-05, "loss": 0.3992, "step": 4 }, { "epoch": 0.19753086419753085, "grad_norm": 0.28300321102142334, "learning_rate": 3.846153846153846e-05, "loss": 0.4271, "step": 5 }, { "epoch": 0.23703703703703705, "grad_norm": 1.4011518955230713, "learning_rate": 4.615384615384616e-05, "loss": 1.8319, "step": 6 }, { "epoch": 0.2765432098765432, "grad_norm": 0.3299415409564972, "learning_rate": 5.384615384615385e-05, "loss": 0.4206, "step": 7 }, { "epoch": 0.3160493827160494, "grad_norm": 0.5316458344459534, "learning_rate": 6.153846153846155e-05, "loss": 0.6921, "step": 8 }, { "epoch": 0.35555555555555557, "grad_norm": 0.3822180926799774, "learning_rate": 6.923076923076924e-05, "loss": 0.4205, "step": 9 }, { "epoch": 0.3950617283950617, "grad_norm": 0.31560224294662476, "learning_rate": 7.692307692307693e-05, "loss": 0.3885, "step": 10 }, { "epoch": 0.3950617283950617, "eval_loss": 0.43442925810813904, "eval_runtime": 32.9947, "eval_samples_per_second": 1.364, "eval_steps_per_second": 1.364, "step": 10 }, { "epoch": 0.4345679012345679, "grad_norm": 0.28216806054115295, "learning_rate": 8.461538461538461e-05, "loss": 0.3614, "step": 11 }, { "epoch": 0.4740740740740741, "grad_norm": 0.3426050543785095, "learning_rate": 9.230769230769232e-05, "loss": 0.3954, "step": 12 }, { "epoch": 0.5135802469135803, "grad_norm": 0.24308516085147858, "learning_rate": 0.0001, "loss": 0.3337, "step": 13 }, { "epoch": 0.5530864197530864, "grad_norm": 0.2314092516899109, "learning_rate": 9.998033131915266e-05, "loss": 0.3037, "step": 14 }, { "epoch": 0.5925925925925926, "grad_norm": 0.21914787590503693, "learning_rate": 9.992134075089084e-05, "loss": 0.2691, "step": 15 }, { "epoch": 0.6320987654320988, "grad_norm": 0.6148584485054016, "learning_rate": 9.982307470588098e-05, "loss": 0.4753, "step": 16 }, { "epoch": 0.671604938271605, "grad_norm": 0.1599431335926056, "learning_rate": 9.968561049466214e-05, "loss": 0.2258, "step": 17 }, { "epoch": 0.7111111111111111, "grad_norm": 0.18857978284358978, "learning_rate": 9.950905626682228e-05, "loss": 0.2455, "step": 18 }, { "epoch": 0.7506172839506173, "grad_norm": 0.28784433007240295, "learning_rate": 9.92935509259118e-05, "loss": 0.2871, "step": 19 }, { "epoch": 0.7901234567901234, "grad_norm": 0.20797975361347198, "learning_rate": 9.903926402016153e-05, "loss": 0.2237, "step": 20 }, { "epoch": 0.7901234567901234, "eval_loss": 0.26759687066078186, "eval_runtime": 33.1319, "eval_samples_per_second": 1.358, "eval_steps_per_second": 1.358, "step": 20 }, { "epoch": 0.8296296296296296, "grad_norm": 0.20990042388439178, "learning_rate": 9.874639560909117e-05, "loss": 0.2343, "step": 21 }, { "epoch": 0.8691358024691358, "grad_norm": 0.210429847240448, "learning_rate": 9.841517610611309e-05, "loss": 0.2149, "step": 22 }, { "epoch": 0.908641975308642, "grad_norm": 0.21932411193847656, "learning_rate": 9.804586609725499e-05, "loss": 0.2444, "step": 23 }, { "epoch": 0.9481481481481482, "grad_norm": 0.16824950277805328, "learning_rate": 9.763875613614482e-05, "loss": 0.1789, "step": 24 }, { "epoch": 0.9876543209876543, "grad_norm": 0.19204705953598022, "learning_rate": 9.719416651541839e-05, "loss": 0.1958, "step": 25 }, { "epoch": 1.0271604938271606, "grad_norm": 0.2959022521972656, "learning_rate": 9.671244701472999e-05, "loss": 0.3435, "step": 26 }, { "epoch": 1.0666666666666667, "grad_norm": 0.1339321732521057, "learning_rate": 9.619397662556435e-05, "loss": 0.138, "step": 27 }, { "epoch": 1.106172839506173, "grad_norm": 0.7362474203109741, "learning_rate": 9.563916325306594e-05, "loss": 0.3116, "step": 28 }, { "epoch": 1.145679012345679, "grad_norm": 0.16554364562034607, "learning_rate": 9.504844339512095e-05, "loss": 0.1631, "step": 29 }, { "epoch": 1.1851851851851851, "grad_norm": 0.1534777134656906, "learning_rate": 9.442228179894362e-05, "loss": 0.1832, "step": 30 }, { "epoch": 1.1851851851851851, "eval_loss": 0.1873324066400528, "eval_runtime": 33.1859, "eval_samples_per_second": 1.356, "eval_steps_per_second": 1.356, "step": 30 }, { "epoch": 1.2246913580246914, "grad_norm": 0.12305423617362976, "learning_rate": 9.376117109543769e-05, "loss": 0.1331, "step": 31 }, { "epoch": 1.2641975308641975, "grad_norm": 0.20600298047065735, "learning_rate": 9.306563141162046e-05, "loss": 0.1732, "step": 32 }, { "epoch": 1.3037037037037038, "grad_norm": 0.2041948139667511, "learning_rate": 9.233620996141421e-05, "loss": 0.1497, "step": 33 }, { "epoch": 1.34320987654321, "grad_norm": 0.14868822693824768, "learning_rate": 9.157348061512727e-05, "loss": 0.1308, "step": 34 }, { "epoch": 1.382716049382716, "grad_norm": 0.18193790316581726, "learning_rate": 9.077804344796302e-05, "loss": 0.133, "step": 35 }, { "epoch": 1.4222222222222223, "grad_norm": 0.16779907047748566, "learning_rate": 8.995052426791247e-05, "loss": 0.1323, "step": 36 }, { "epoch": 1.4617283950617284, "grad_norm": 0.13922376930713654, "learning_rate": 8.90915741234015e-05, "loss": 0.1451, "step": 37 }, { "epoch": 1.5012345679012347, "grad_norm": 0.2667795717716217, "learning_rate": 8.820186879108038e-05, "loss": 0.1937, "step": 38 }, { "epoch": 1.5407407407407407, "grad_norm": 0.18684104084968567, "learning_rate": 8.728210824415827e-05, "loss": 0.1519, "step": 39 }, { "epoch": 1.5802469135802468, "grad_norm": 0.17263275384902954, "learning_rate": 8.633301610170135e-05, "loss": 0.1462, "step": 40 }, { "epoch": 1.5802469135802468, "eval_loss": 0.15912017226219177, "eval_runtime": 33.2756, "eval_samples_per_second": 1.352, "eval_steps_per_second": 1.352, "step": 40 }, { "epoch": 1.6197530864197531, "grad_norm": 0.14088325202465057, "learning_rate": 8.535533905932738e-05, "loss": 0.1137, "step": 41 }, { "epoch": 1.6592592592592592, "grad_norm": 0.23659411072731018, "learning_rate": 8.434984630174509e-05, "loss": 0.1609, "step": 42 }, { "epoch": 1.6987654320987655, "grad_norm": 0.20979824662208557, "learning_rate": 8.33173288976002e-05, "loss": 0.1365, "step": 43 }, { "epoch": 1.7382716049382716, "grad_norm": 0.15397435426712036, "learning_rate": 8.225859917710439e-05, "loss": 0.1344, "step": 44 }, { "epoch": 1.7777777777777777, "grad_norm": 3.92313814163208, "learning_rate": 8.117449009293668e-05, "loss": 0.8716, "step": 45 }, { "epoch": 1.817283950617284, "grad_norm": 0.2112623006105423, "learning_rate": 8.006585456492029e-05, "loss": 0.1102, "step": 46 }, { "epoch": 1.8567901234567903, "grad_norm": 0.20745016634464264, "learning_rate": 7.89335648089903e-05, "loss": 0.1357, "step": 47 }, { "epoch": 1.8962962962962964, "grad_norm": 0.19207710027694702, "learning_rate": 7.777851165098012e-05, "loss": 0.1132, "step": 48 }, { "epoch": 1.9358024691358025, "grad_norm": 0.23581749200820923, "learning_rate": 7.660160382576683e-05, "loss": 0.1223, "step": 49 }, { "epoch": 1.9753086419753085, "grad_norm": 0.26504454016685486, "learning_rate": 7.540376726232648e-05, "loss": 0.1137, "step": 50 }, { "epoch": 1.9753086419753085, "eval_loss": 0.13370537757873535, "eval_runtime": 33.242, "eval_samples_per_second": 1.354, "eval_steps_per_second": 1.354, "step": 50 }, { "epoch": 2.0148148148148146, "grad_norm": 0.29836392402648926, "learning_rate": 7.4185944355262e-05, "loss": 0.1884, "step": 51 }, { "epoch": 2.054320987654321, "grad_norm": 0.1594570130109787, "learning_rate": 7.294909322337689e-05, "loss": 0.0986, "step": 52 }, { "epoch": 2.093827160493827, "grad_norm": 0.37628644704818726, "learning_rate": 7.169418695587791e-05, "loss": 0.1334, "step": 53 }, { "epoch": 2.1333333333333333, "grad_norm": 0.30639582872390747, "learning_rate": 7.042221284679982e-05, "loss": 0.1617, "step": 54 }, { "epoch": 2.1728395061728394, "grad_norm": 0.17987194657325745, "learning_rate": 6.91341716182545e-05, "loss": 0.0841, "step": 55 }, { "epoch": 2.212345679012346, "grad_norm": 0.23170703649520874, "learning_rate": 6.783107663311565e-05, "loss": 0.1227, "step": 56 }, { "epoch": 2.251851851851852, "grad_norm": 0.30856576561927795, "learning_rate": 6.651395309775837e-05, "loss": 0.1229, "step": 57 }, { "epoch": 2.291358024691358, "grad_norm": 0.2813984453678131, "learning_rate": 6.518383725548074e-05, "loss": 0.0862, "step": 58 }, { "epoch": 2.330864197530864, "grad_norm": 0.1890581250190735, "learning_rate": 6.384177557124247e-05, "loss": 0.0997, "step": 59 }, { "epoch": 2.3703703703703702, "grad_norm": 0.22219303250312805, "learning_rate": 6.248882390836135e-05, "loss": 0.0833, "step": 60 }, { "epoch": 2.3703703703703702, "eval_loss": 0.11862096935510635, "eval_runtime": 33.4501, "eval_samples_per_second": 1.345, "eval_steps_per_second": 1.345, "step": 60 }, { "epoch": 2.4098765432098768, "grad_norm": 0.32195284962654114, "learning_rate": 6.112604669781572e-05, "loss": 0.0945, "step": 61 }, { "epoch": 2.449382716049383, "grad_norm": 0.20843565464019775, "learning_rate": 5.9754516100806423e-05, "loss": 0.0936, "step": 62 }, { "epoch": 2.488888888888889, "grad_norm": 0.23486849665641785, "learning_rate": 5.837531116523682e-05, "loss": 0.1098, "step": 63 }, { "epoch": 2.528395061728395, "grad_norm": 0.22342218458652496, "learning_rate": 5.698951697677498e-05, "loss": 0.0985, "step": 64 }, { "epoch": 2.567901234567901, "grad_norm": 0.19964225590229034, "learning_rate": 5.559822380516539e-05, "loss": 0.0917, "step": 65 }, { "epoch": 2.6074074074074076, "grad_norm": 0.1994989663362503, "learning_rate": 5.420252624646238e-05, "loss": 0.0752, "step": 66 }, { "epoch": 2.6469135802469137, "grad_norm": 0.23633407056331635, "learning_rate": 5.2803522361859594e-05, "loss": 0.0867, "step": 67 }, { "epoch": 2.68641975308642, "grad_norm": 0.18411295115947723, "learning_rate": 5.140231281379345e-05, "loss": 0.0897, "step": 68 }, { "epoch": 2.725925925925926, "grad_norm": 0.23902778327465057, "learning_rate": 5e-05, "loss": 0.0899, "step": 69 }, { "epoch": 2.765432098765432, "grad_norm": 0.3357221782207489, "learning_rate": 4.859768718620656e-05, "loss": 0.0996, "step": 70 }, { "epoch": 2.765432098765432, "eval_loss": 0.10703333467245102, "eval_runtime": 33.6262, "eval_samples_per_second": 1.338, "eval_steps_per_second": 1.338, "step": 70 }, { "epoch": 2.8049382716049385, "grad_norm": 0.18525512516498566, "learning_rate": 4.7196477638140404e-05, "loss": 0.0791, "step": 71 }, { "epoch": 2.8444444444444446, "grad_norm": 0.18786416947841644, "learning_rate": 4.579747375353763e-05, "loss": 0.0861, "step": 72 }, { "epoch": 2.8839506172839506, "grad_norm": 0.2027207911014557, "learning_rate": 4.4401776194834613e-05, "loss": 0.0834, "step": 73 }, { "epoch": 2.9234567901234567, "grad_norm": 4.252847671508789, "learning_rate": 4.3010483023225045e-05, "loss": 0.681, "step": 74 }, { "epoch": 2.962962962962963, "grad_norm": 0.32096734642982483, "learning_rate": 4.162468883476319e-05, "loss": 0.0948, "step": 75 }, { "epoch": 3.0024691358024693, "grad_norm": 0.46108517050743103, "learning_rate": 4.0245483899193595e-05, "loss": 0.1643, "step": 76 }, { "epoch": 3.0419753086419754, "grad_norm": 0.1711740344762802, "learning_rate": 3.887395330218429e-05, "loss": 0.0769, "step": 77 }, { "epoch": 3.0814814814814815, "grad_norm": 1.9557204246520996, "learning_rate": 3.7511176091638653e-05, "loss": 0.504, "step": 78 }, { "epoch": 3.1209876543209876, "grad_norm": 0.20599444210529327, "learning_rate": 3.6158224428757535e-05, "loss": 0.0695, "step": 79 }, { "epoch": 3.1604938271604937, "grad_norm": 0.2824552357196808, "learning_rate": 3.4816162744519263e-05, "loss": 0.0826, "step": 80 }, { "epoch": 3.1604938271604937, "eval_loss": 0.0994119644165039, "eval_runtime": 33.6642, "eval_samples_per_second": 1.337, "eval_steps_per_second": 1.337, "step": 80 }, { "epoch": 3.2, "grad_norm": 0.22812792658805847, "learning_rate": 3.3486046902241664e-05, "loss": 0.0841, "step": 81 }, { "epoch": 3.2395061728395063, "grad_norm": 0.24667735397815704, "learning_rate": 3.216892336688435e-05, "loss": 0.0599, "step": 82 }, { "epoch": 3.2790123456790123, "grad_norm": 0.18871454894542694, "learning_rate": 3.086582838174551e-05, "loss": 0.0666, "step": 83 }, { "epoch": 3.3185185185185184, "grad_norm": 0.26361897587776184, "learning_rate": 2.9577787153200197e-05, "loss": 0.0876, "step": 84 }, { "epoch": 3.3580246913580245, "grad_norm": 0.19328255951404572, "learning_rate": 2.8305813044122097e-05, "loss": 0.067, "step": 85 }, { "epoch": 3.397530864197531, "grad_norm": 0.33101722598075867, "learning_rate": 2.705090677662311e-05, "loss": 0.0827, "step": 86 }, { "epoch": 3.437037037037037, "grad_norm": 0.313803493976593, "learning_rate": 2.581405564473801e-05, "loss": 0.0734, "step": 87 }, { "epoch": 3.476543209876543, "grad_norm": 0.15373966097831726, "learning_rate": 2.459623273767354e-05, "loss": 0.0664, "step": 88 }, { "epoch": 3.5160493827160493, "grad_norm": 0.19037875533103943, "learning_rate": 2.3398396174233178e-05, "loss": 0.0748, "step": 89 }, { "epoch": 3.5555555555555554, "grad_norm": 0.24030755460262299, "learning_rate": 2.2221488349019903e-05, "loss": 0.07, "step": 90 }, { "epoch": 3.5555555555555554, "eval_loss": 0.09435347467660904, "eval_runtime": 33.6286, "eval_samples_per_second": 1.338, "eval_steps_per_second": 1.338, "step": 90 }, { "epoch": 3.595061728395062, "grad_norm": 0.2508762776851654, "learning_rate": 2.1066435191009715e-05, "loss": 0.088, "step": 91 }, { "epoch": 3.634567901234568, "grad_norm": 0.15514883399009705, "learning_rate": 1.9934145435079702e-05, "loss": 0.066, "step": 92 }, { "epoch": 3.674074074074074, "grad_norm": 0.20216505229473114, "learning_rate": 1.8825509907063327e-05, "loss": 0.0665, "step": 93 }, { "epoch": 3.71358024691358, "grad_norm": 0.21634361147880554, "learning_rate": 1.774140082289563e-05, "loss": 0.0872, "step": 94 }, { "epoch": 3.753086419753086, "grad_norm": 0.2662385404109955, "learning_rate": 1.6682671102399805e-05, "loss": 0.1302, "step": 95 }, { "epoch": 3.7925925925925927, "grad_norm": 0.22098056972026825, "learning_rate": 1.5650153698254916e-05, "loss": 0.0761, "step": 96 }, { "epoch": 3.832098765432099, "grad_norm": 0.23511505126953125, "learning_rate": 1.4644660940672627e-05, "loss": 0.0899, "step": 97 }, { "epoch": 3.871604938271605, "grad_norm": 0.1778053492307663, "learning_rate": 1.3666983898298657e-05, "loss": 0.0726, "step": 98 }, { "epoch": 3.911111111111111, "grad_norm": 0.17188893258571625, "learning_rate": 1.2717891755841722e-05, "loss": 0.0792, "step": 99 }, { "epoch": 3.950617283950617, "grad_norm": 0.19501493871212006, "learning_rate": 1.1798131208919627e-05, "loss": 0.061, "step": 100 }, { "epoch": 3.950617283950617, "eval_loss": 0.09192973375320435, "eval_runtime": 33.8465, "eval_samples_per_second": 1.33, "eval_steps_per_second": 1.33, "step": 100 }, { "epoch": 3.9901234567901236, "grad_norm": 0.2595723867416382, "learning_rate": 1.090842587659851e-05, "loss": 0.1094, "step": 101 }, { "epoch": 4.029629629629629, "grad_norm": 0.3107694685459137, "learning_rate": 1.004947573208756e-05, "loss": 0.1165, "step": 102 }, { "epoch": 4.069135802469136, "grad_norm": 0.1863652765750885, "learning_rate": 9.221956552036992e-06, "loss": 0.0655, "step": 103 }, { "epoch": 4.108641975308642, "grad_norm": 0.1593368947505951, "learning_rate": 8.426519384872733e-06, "loss": 0.0719, "step": 104 }, { "epoch": 4.148148148148148, "grad_norm": 0.20057342946529388, "learning_rate": 7.663790038585793e-06, "loss": 0.0827, "step": 105 }, { "epoch": 4.187654320987654, "grad_norm": 0.15131554007530212, "learning_rate": 6.934368588379553e-06, "loss": 0.0481, "step": 106 }, { "epoch": 4.22716049382716, "grad_norm": 0.24239127337932587, "learning_rate": 6.238828904562316e-06, "loss": 0.0968, "step": 107 }, { "epoch": 4.266666666666667, "grad_norm": 0.15222519636154175, "learning_rate": 5.577718201056392e-06, "loss": 0.0545, "step": 108 }, { "epoch": 4.306172839506173, "grad_norm": 0.18803313374519348, "learning_rate": 4.951556604879048e-06, "loss": 0.0813, "step": 109 }, { "epoch": 4.345679012345679, "grad_norm": 0.1561780422925949, "learning_rate": 4.360836746934055e-06, "loss": 0.0597, "step": 110 }, { "epoch": 4.345679012345679, "eval_loss": 0.0911686047911644, "eval_runtime": 33.7715, "eval_samples_per_second": 1.332, "eval_steps_per_second": 1.332, "step": 110 }, { "epoch": 4.385185185185185, "grad_norm": 0.2134198397397995, "learning_rate": 3.8060233744356633e-06, "loss": 0.0604, "step": 111 }, { "epoch": 4.424691358024692, "grad_norm": 0.1826525181531906, "learning_rate": 3.2875529852700147e-06, "loss": 0.0647, "step": 112 }, { "epoch": 4.4641975308641975, "grad_norm": 0.19802053272724152, "learning_rate": 2.8058334845816213e-06, "loss": 0.0619, "step": 113 }, { "epoch": 4.503703703703704, "grad_norm": 0.23511645197868347, "learning_rate": 2.361243863855184e-06, "loss": 0.1327, "step": 114 }, { "epoch": 4.54320987654321, "grad_norm": 0.2081468254327774, "learning_rate": 1.9541339027450256e-06, "loss": 0.0516, "step": 115 }, { "epoch": 4.582716049382716, "grad_norm": 0.17238399386405945, "learning_rate": 1.584823893886933e-06, "loss": 0.0649, "step": 116 }, { "epoch": 4.622222222222222, "grad_norm": 0.14157335460186005, "learning_rate": 1.2536043909088191e-06, "loss": 0.052, "step": 117 }, { "epoch": 4.661728395061728, "grad_norm": 0.16426832973957062, "learning_rate": 9.607359798384785e-07, "loss": 0.0666, "step": 118 }, { "epoch": 4.701234567901235, "grad_norm": 0.20188003778457642, "learning_rate": 7.064490740882057e-07, "loss": 0.0746, "step": 119 }, { "epoch": 4.7407407407407405, "grad_norm": 0.23054467141628265, "learning_rate": 4.909437331777179e-07, "loss": 0.0841, "step": 120 }, { "epoch": 4.7407407407407405, "eval_loss": 0.09076610952615738, "eval_runtime": 33.9814, "eval_samples_per_second": 1.324, "eval_steps_per_second": 1.324, "step": 120 }, { "epoch": 4.780246913580247, "grad_norm": 0.1652701050043106, "learning_rate": 3.143895053378698e-07, "loss": 0.0662, "step": 121 }, { "epoch": 4.8197530864197535, "grad_norm": 0.13462711870670319, "learning_rate": 1.7692529411904578e-07, "loss": 0.0541, "step": 122 }, { "epoch": 4.859259259259259, "grad_norm": 0.20249080657958984, "learning_rate": 7.865924910916977e-08, "loss": 0.0938, "step": 123 }, { "epoch": 4.898765432098766, "grad_norm": 0.26019683480262756, "learning_rate": 1.9668680847356735e-08, "loss": 0.0637, "step": 124 }, { "epoch": 4.938271604938271, "grad_norm": 1.4604827165603638, "learning_rate": 0.0, "loss": 0.3963, "step": 125 }, { "epoch": 4.938271604938271, "step": 125, "total_flos": 1.8134448342269952e+17, "train_loss": 0.17924573558568954, "train_runtime": 5839.6203, "train_samples_per_second": 0.347, "train_steps_per_second": 0.021 } ], "logging_steps": 1, "max_steps": 125, "num_input_tokens_seen": 0, "num_train_epochs": 5, "save_steps": 10, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 1.8134448342269952e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }