{ "best_metric": 0.0826086550951004, "best_model_checkpoint": "saves/psy-course-doc-info/MentaLLaMA-chat-7B/train/fold1/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": 0.23379452526569366, "learning_rate": 7.692307692307694e-06, "loss": 0.3653, "step": 1 }, { "epoch": 0.07901234567901234, "grad_norm": 0.38269081711769104, "learning_rate": 1.5384615384615387e-05, "loss": 0.5701, "step": 2 }, { "epoch": 0.11851851851851852, "grad_norm": 0.29890552163124084, "learning_rate": 2.307692307692308e-05, "loss": 0.4908, "step": 3 }, { "epoch": 0.1580246913580247, "grad_norm": 0.2320939600467682, "learning_rate": 3.0769230769230774e-05, "loss": 0.3899, "step": 4 }, { "epoch": 0.19753086419753085, "grad_norm": 0.2590828239917755, "learning_rate": 3.846153846153846e-05, "loss": 0.4074, "step": 5 }, { "epoch": 0.23703703703703705, "grad_norm": 0.2968398928642273, "learning_rate": 4.615384615384616e-05, "loss": 0.4472, "step": 6 }, { "epoch": 0.2765432098765432, "grad_norm": 0.23495590686798096, "learning_rate": 5.384615384615385e-05, "loss": 0.3579, "step": 7 }, { "epoch": 0.3160493827160494, "grad_norm": 0.3406902551651001, "learning_rate": 6.153846153846155e-05, "loss": 0.4591, "step": 8 }, { "epoch": 0.35555555555555557, "grad_norm": 0.3091307580471039, "learning_rate": 6.923076923076924e-05, "loss": 0.4087, "step": 9 }, { "epoch": 0.3950617283950617, "grad_norm": 0.3242417573928833, "learning_rate": 7.692307692307693e-05, "loss": 0.3964, "step": 10 }, { "epoch": 0.3950617283950617, "eval_loss": 0.3730747103691101, "eval_runtime": 30.7503, "eval_samples_per_second": 1.463, "eval_steps_per_second": 1.463, "step": 10 }, { "epoch": 0.4345679012345679, "grad_norm": 0.296606183052063, "learning_rate": 8.461538461538461e-05, "loss": 0.3558, "step": 11 }, { "epoch": 0.4740740740740741, "grad_norm": 1.9387372732162476, "learning_rate": 9.230769230769232e-05, "loss": 1.8454, "step": 12 }, { "epoch": 0.5135802469135803, "grad_norm": 0.2125854343175888, "learning_rate": 0.0001, "loss": 0.3125, "step": 13 }, { "epoch": 0.5530864197530864, "grad_norm": 0.23318788409233093, "learning_rate": 9.998033131915266e-05, "loss": 0.3063, "step": 14 }, { "epoch": 0.5925925925925926, "grad_norm": 1.4085311889648438, "learning_rate": 9.992134075089084e-05, "loss": 1.4939, "step": 15 }, { "epoch": 0.6320987654320988, "grad_norm": 1.1487336158752441, "learning_rate": 9.982307470588098e-05, "loss": 0.8605, "step": 16 }, { "epoch": 0.671604938271605, "grad_norm": 0.1767246127128601, "learning_rate": 9.968561049466214e-05, "loss": 0.2455, "step": 17 }, { "epoch": 0.7111111111111111, "grad_norm": 0.19973139464855194, "learning_rate": 9.950905626682228e-05, "loss": 0.2446, "step": 18 }, { "epoch": 0.7506172839506173, "grad_norm": 0.1879604160785675, "learning_rate": 9.92935509259118e-05, "loss": 0.2369, "step": 19 }, { "epoch": 0.7901234567901234, "grad_norm": 0.23784227669239044, "learning_rate": 9.903926402016153e-05, "loss": 0.2367, "step": 20 }, { "epoch": 0.7901234567901234, "eval_loss": 0.24137747287750244, "eval_runtime": 31.0207, "eval_samples_per_second": 1.451, "eval_steps_per_second": 1.451, "step": 20 }, { "epoch": 0.8296296296296296, "grad_norm": 0.18966764211654663, "learning_rate": 9.874639560909117e-05, "loss": 0.2287, "step": 21 }, { "epoch": 0.8691358024691358, "grad_norm": 0.1852101981639862, "learning_rate": 9.841517610611309e-05, "loss": 0.2013, "step": 22 }, { "epoch": 0.908641975308642, "grad_norm": 0.17951731383800507, "learning_rate": 9.804586609725499e-05, "loss": 0.2083, "step": 23 }, { "epoch": 0.9481481481481482, "grad_norm": 0.5945624113082886, "learning_rate": 9.763875613614482e-05, "loss": 0.3977, "step": 24 }, { "epoch": 0.9876543209876543, "grad_norm": 0.1589384227991104, "learning_rate": 9.719416651541839e-05, "loss": 0.2016, "step": 25 }, { "epoch": 1.0271604938271606, "grad_norm": 0.25356489419937134, "learning_rate": 9.671244701472999e-05, "loss": 0.3186, "step": 26 }, { "epoch": 1.0666666666666667, "grad_norm": 0.14721356332302094, "learning_rate": 9.619397662556435e-05, "loss": 0.1797, "step": 27 }, { "epoch": 1.106172839506173, "grad_norm": 0.14408989250659943, "learning_rate": 9.563916325306594e-05, "loss": 0.1618, "step": 28 }, { "epoch": 1.145679012345679, "grad_norm": 0.2013700306415558, "learning_rate": 9.504844339512095e-05, "loss": 0.2138, "step": 29 }, { "epoch": 1.1851851851851851, "grad_norm": 0.14896339178085327, "learning_rate": 9.442228179894362e-05, "loss": 0.1494, "step": 30 }, { "epoch": 1.1851851851851851, "eval_loss": 0.1709626317024231, "eval_runtime": 30.881, "eval_samples_per_second": 1.457, "eval_steps_per_second": 1.457, "step": 30 }, { "epoch": 1.2246913580246914, "grad_norm": 0.13771717250347137, "learning_rate": 9.376117109543769e-05, "loss": 0.151, "step": 31 }, { "epoch": 1.2641975308641975, "grad_norm": 2.0878639221191406, "learning_rate": 9.306563141162046e-05, "loss": 0.7078, "step": 32 }, { "epoch": 1.3037037037037038, "grad_norm": 0.3051440417766571, "learning_rate": 9.233620996141421e-05, "loss": 0.2622, "step": 33 }, { "epoch": 1.34320987654321, "grad_norm": 0.1416388750076294, "learning_rate": 9.157348061512727e-05, "loss": 0.1344, "step": 34 }, { "epoch": 1.382716049382716, "grad_norm": 0.178971529006958, "learning_rate": 9.077804344796302e-05, "loss": 0.1736, "step": 35 }, { "epoch": 1.4222222222222223, "grad_norm": 0.6260426044464111, "learning_rate": 8.995052426791247e-05, "loss": 0.3256, "step": 36 }, { "epoch": 1.4617283950617284, "grad_norm": 0.1311056762933731, "learning_rate": 8.90915741234015e-05, "loss": 0.1138, "step": 37 }, { "epoch": 1.5012345679012347, "grad_norm": 0.25532424449920654, "learning_rate": 8.820186879108038e-05, "loss": 0.2152, "step": 38 }, { "epoch": 1.5407407407407407, "grad_norm": 0.18685665726661682, "learning_rate": 8.728210824415827e-05, "loss": 0.1737, "step": 39 }, { "epoch": 1.5802469135802468, "grad_norm": 0.1918065845966339, "learning_rate": 8.633301610170135e-05, "loss": 0.1387, "step": 40 }, { "epoch": 1.5802469135802468, "eval_loss": 0.14503218233585358, "eval_runtime": 31.1011, "eval_samples_per_second": 1.447, "eval_steps_per_second": 1.447, "step": 40 }, { "epoch": 1.6197530864197531, "grad_norm": 0.19696283340454102, "learning_rate": 8.535533905932738e-05, "loss": 0.1488, "step": 41 }, { "epoch": 1.6592592592592592, "grad_norm": 0.17390817403793335, "learning_rate": 8.434984630174509e-05, "loss": 0.1335, "step": 42 }, { "epoch": 1.6987654320987655, "grad_norm": 0.1966904252767563, "learning_rate": 8.33173288976002e-05, "loss": 0.1396, "step": 43 }, { "epoch": 1.7382716049382716, "grad_norm": 1.2149896621704102, "learning_rate": 8.225859917710439e-05, "loss": 0.4098, "step": 44 }, { "epoch": 1.7777777777777777, "grad_norm": 0.28715962171554565, "learning_rate": 8.117449009293668e-05, "loss": 0.2135, "step": 45 }, { "epoch": 1.817283950617284, "grad_norm": 0.14478421211242676, "learning_rate": 8.006585456492029e-05, "loss": 0.124, "step": 46 }, { "epoch": 1.8567901234567903, "grad_norm": 0.1873386651277542, "learning_rate": 7.89335648089903e-05, "loss": 0.1306, "step": 47 }, { "epoch": 1.8962962962962964, "grad_norm": 0.2636202871799469, "learning_rate": 7.777851165098012e-05, "loss": 0.1008, "step": 48 }, { "epoch": 1.9358024691358025, "grad_norm": 0.18967285752296448, "learning_rate": 7.660160382576683e-05, "loss": 0.149, "step": 49 }, { "epoch": 1.9753086419753085, "grad_norm": 0.17793232202529907, "learning_rate": 7.540376726232648e-05, "loss": 0.1217, "step": 50 }, { "epoch": 1.9753086419753085, "eval_loss": 0.12450981140136719, "eval_runtime": 31.0739, "eval_samples_per_second": 1.448, "eval_steps_per_second": 1.448, "step": 50 }, { "epoch": 2.0148148148148146, "grad_norm": 0.349618524312973, "learning_rate": 7.4185944355262e-05, "loss": 0.1869, "step": 51 }, { "epoch": 2.054320987654321, "grad_norm": 0.2017081379890442, "learning_rate": 7.294909322337689e-05, "loss": 0.1067, "step": 52 }, { "epoch": 2.093827160493827, "grad_norm": 0.16659758985042572, "learning_rate": 7.169418695587791e-05, "loss": 0.0949, "step": 53 }, { "epoch": 2.1333333333333333, "grad_norm": 0.21230676770210266, "learning_rate": 7.042221284679982e-05, "loss": 0.1186, "step": 54 }, { "epoch": 2.1728395061728394, "grad_norm": 0.24930888414382935, "learning_rate": 6.91341716182545e-05, "loss": 0.0981, "step": 55 }, { "epoch": 2.212345679012346, "grad_norm": 0.21169251203536987, "learning_rate": 6.783107663311565e-05, "loss": 0.1113, "step": 56 }, { "epoch": 2.251851851851852, "grad_norm": 0.21746277809143066, "learning_rate": 6.651395309775837e-05, "loss": 0.129, "step": 57 }, { "epoch": 2.291358024691358, "grad_norm": 0.1997109353542328, "learning_rate": 6.518383725548074e-05, "loss": 0.0935, "step": 58 }, { "epoch": 2.330864197530864, "grad_norm": 0.1949642300605774, "learning_rate": 6.384177557124247e-05, "loss": 0.0938, "step": 59 }, { "epoch": 2.3703703703703702, "grad_norm": 0.3156469166278839, "learning_rate": 6.248882390836135e-05, "loss": 0.1619, "step": 60 }, { "epoch": 2.3703703703703702, "eval_loss": 0.10886365920305252, "eval_runtime": 31.0811, "eval_samples_per_second": 1.448, "eval_steps_per_second": 1.448, "step": 60 }, { "epoch": 2.4098765432098768, "grad_norm": 0.2106146514415741, "learning_rate": 6.112604669781572e-05, "loss": 0.1045, "step": 61 }, { "epoch": 2.449382716049383, "grad_norm": 0.23380246758460999, "learning_rate": 5.9754516100806423e-05, "loss": 0.1149, "step": 62 }, { "epoch": 2.488888888888889, "grad_norm": 0.1971890777349472, "learning_rate": 5.837531116523682e-05, "loss": 0.0959, "step": 63 }, { "epoch": 2.528395061728395, "grad_norm": 0.20937186479568481, "learning_rate": 5.698951697677498e-05, "loss": 0.0878, "step": 64 }, { "epoch": 2.567901234567901, "grad_norm": 4.234495162963867, "learning_rate": 5.559822380516539e-05, "loss": 0.728, "step": 65 }, { "epoch": 2.6074074074074076, "grad_norm": 0.21267755329608917, "learning_rate": 5.420252624646238e-05, "loss": 0.0707, "step": 66 }, { "epoch": 2.6469135802469137, "grad_norm": 0.2758687436580658, "learning_rate": 5.2803522361859594e-05, "loss": 0.1203, "step": 67 }, { "epoch": 2.68641975308642, "grad_norm": 0.26877880096435547, "learning_rate": 5.140231281379345e-05, "loss": 0.1023, "step": 68 }, { "epoch": 2.725925925925926, "grad_norm": 0.22849218547344208, "learning_rate": 5e-05, "loss": 0.0808, "step": 69 }, { "epoch": 2.765432098765432, "grad_norm": 0.30066975951194763, "learning_rate": 4.859768718620656e-05, "loss": 0.0898, "step": 70 }, { "epoch": 2.765432098765432, "eval_loss": 0.09731356054544449, "eval_runtime": 30.7677, "eval_samples_per_second": 1.463, "eval_steps_per_second": 1.463, "step": 70 }, { "epoch": 2.8049382716049385, "grad_norm": 0.15799197554588318, "learning_rate": 4.7196477638140404e-05, "loss": 0.0739, "step": 71 }, { "epoch": 2.8444444444444446, "grad_norm": 0.22999851405620575, "learning_rate": 4.579747375353763e-05, "loss": 0.1672, "step": 72 }, { "epoch": 2.8839506172839506, "grad_norm": 0.19496366381645203, "learning_rate": 4.4401776194834613e-05, "loss": 0.0892, "step": 73 }, { "epoch": 2.9234567901234567, "grad_norm": 0.22875598073005676, "learning_rate": 4.3010483023225045e-05, "loss": 0.0876, "step": 74 }, { "epoch": 2.962962962962963, "grad_norm": 0.1938869208097458, "learning_rate": 4.162468883476319e-05, "loss": 0.098, "step": 75 }, { "epoch": 3.0024691358024693, "grad_norm": 0.32159966230392456, "learning_rate": 4.0245483899193595e-05, "loss": 0.1989, "step": 76 }, { "epoch": 3.0419753086419754, "grad_norm": 0.20841865241527557, "learning_rate": 3.887395330218429e-05, "loss": 0.1076, "step": 77 }, { "epoch": 3.0814814814814815, "grad_norm": 0.21569669246673584, "learning_rate": 3.7511176091638653e-05, "loss": 0.0903, "step": 78 }, { "epoch": 3.1209876543209876, "grad_norm": 0.1733500212430954, "learning_rate": 3.6158224428757535e-05, "loss": 0.0814, "step": 79 }, { "epoch": 3.1604938271604937, "grad_norm": 0.18550099432468414, "learning_rate": 3.4816162744519263e-05, "loss": 0.0722, "step": 80 }, { "epoch": 3.1604938271604937, "eval_loss": 0.08973520994186401, "eval_runtime": 30.9684, "eval_samples_per_second": 1.453, "eval_steps_per_second": 1.453, "step": 80 }, { "epoch": 3.2, "grad_norm": 0.17454929649829865, "learning_rate": 3.3486046902241664e-05, "loss": 0.0739, "step": 81 }, { "epoch": 3.2395061728395063, "grad_norm": 0.22093729674816132, "learning_rate": 3.216892336688435e-05, "loss": 0.0941, "step": 82 }, { "epoch": 3.2790123456790123, "grad_norm": 0.1803879290819168, "learning_rate": 3.086582838174551e-05, "loss": 0.0747, "step": 83 }, { "epoch": 3.3185185185185184, "grad_norm": 0.20230059325695038, "learning_rate": 2.9577787153200197e-05, "loss": 0.0688, "step": 84 }, { "epoch": 3.3580246913580245, "grad_norm": 0.21432296931743622, "learning_rate": 2.8305813044122097e-05, "loss": 0.0749, "step": 85 }, { "epoch": 3.397530864197531, "grad_norm": 0.22255626320838928, "learning_rate": 2.705090677662311e-05, "loss": 0.1196, "step": 86 }, { "epoch": 3.437037037037037, "grad_norm": 0.6395688056945801, "learning_rate": 2.581405564473801e-05, "loss": 0.2457, "step": 87 }, { "epoch": 3.476543209876543, "grad_norm": 0.22127795219421387, "learning_rate": 2.459623273767354e-05, "loss": 0.1024, "step": 88 }, { "epoch": 3.5160493827160493, "grad_norm": 0.23985256254673004, "learning_rate": 2.3398396174233178e-05, "loss": 0.0859, "step": 89 }, { "epoch": 3.5555555555555554, "grad_norm": 0.1938234567642212, "learning_rate": 2.2221488349019903e-05, "loss": 0.0731, "step": 90 }, { "epoch": 3.5555555555555554, "eval_loss": 0.08613130450248718, "eval_runtime": 30.8113, "eval_samples_per_second": 1.461, "eval_steps_per_second": 1.461, "step": 90 }, { "epoch": 3.595061728395062, "grad_norm": 0.1874358355998993, "learning_rate": 2.1066435191009715e-05, "loss": 0.081, "step": 91 }, { "epoch": 3.634567901234568, "grad_norm": 0.16792158782482147, "learning_rate": 1.9934145435079702e-05, "loss": 0.0734, "step": 92 }, { "epoch": 3.674074074074074, "grad_norm": 0.2021740823984146, "learning_rate": 1.8825509907063327e-05, "loss": 0.072, "step": 93 }, { "epoch": 3.71358024691358, "grad_norm": 0.48607754707336426, "learning_rate": 1.774140082289563e-05, "loss": 0.2722, "step": 94 }, { "epoch": 3.753086419753086, "grad_norm": 0.21351835131645203, "learning_rate": 1.6682671102399805e-05, "loss": 0.0828, "step": 95 }, { "epoch": 3.7925925925925927, "grad_norm": 0.20002371072769165, "learning_rate": 1.5650153698254916e-05, "loss": 0.081, "step": 96 }, { "epoch": 3.832098765432099, "grad_norm": 0.18304619193077087, "learning_rate": 1.4644660940672627e-05, "loss": 0.0711, "step": 97 }, { "epoch": 3.871604938271605, "grad_norm": 0.2650962173938751, "learning_rate": 1.3666983898298657e-05, "loss": 0.0743, "step": 98 }, { "epoch": 3.911111111111111, "grad_norm": 0.24449852108955383, "learning_rate": 1.2717891755841722e-05, "loss": 0.0778, "step": 99 }, { "epoch": 3.950617283950617, "grad_norm": 0.19059909880161285, "learning_rate": 1.1798131208919627e-05, "loss": 0.0815, "step": 100 }, { "epoch": 3.950617283950617, "eval_loss": 0.08394669741392136, "eval_runtime": 31.0345, "eval_samples_per_second": 1.45, "eval_steps_per_second": 1.45, "step": 100 }, { "epoch": 3.9901234567901236, "grad_norm": 0.2761356830596924, "learning_rate": 1.090842587659851e-05, "loss": 0.1078, "step": 101 }, { "epoch": 4.029629629629629, "grad_norm": 0.33258873224258423, "learning_rate": 1.004947573208756e-05, "loss": 0.1696, "step": 102 }, { "epoch": 4.069135802469136, "grad_norm": 0.1938905119895935, "learning_rate": 9.221956552036992e-06, "loss": 0.0606, "step": 103 }, { "epoch": 4.108641975308642, "grad_norm": 0.19631120562553406, "learning_rate": 8.426519384872733e-06, "loss": 0.0695, "step": 104 }, { "epoch": 4.148148148148148, "grad_norm": 0.192363440990448, "learning_rate": 7.663790038585793e-06, "loss": 0.0716, "step": 105 }, { "epoch": 4.187654320987654, "grad_norm": 0.1669272929430008, "learning_rate": 6.934368588379553e-06, "loss": 0.0687, "step": 106 }, { "epoch": 4.22716049382716, "grad_norm": 0.2094244509935379, "learning_rate": 6.238828904562316e-06, "loss": 0.0756, "step": 107 }, { "epoch": 4.266666666666667, "grad_norm": 0.18058207631111145, "learning_rate": 5.577718201056392e-06, "loss": 0.0638, "step": 108 }, { "epoch": 4.306172839506173, "grad_norm": 0.3677760660648346, "learning_rate": 4.951556604879048e-06, "loss": 0.2091, "step": 109 }, { "epoch": 4.345679012345679, "grad_norm": 0.17185920476913452, "learning_rate": 4.360836746934055e-06, "loss": 0.0645, "step": 110 }, { "epoch": 4.345679012345679, "eval_loss": 0.08281425386667252, "eval_runtime": 31.0534, "eval_samples_per_second": 1.449, "eval_steps_per_second": 1.449, "step": 110 }, { "epoch": 4.385185185185185, "grad_norm": 0.17028263211250305, "learning_rate": 3.8060233744356633e-06, "loss": 0.0619, "step": 111 }, { "epoch": 4.424691358024692, "grad_norm": 0.22767986357212067, "learning_rate": 3.2875529852700147e-06, "loss": 0.0836, "step": 112 }, { "epoch": 4.4641975308641975, "grad_norm": 0.24015401303768158, "learning_rate": 2.8058334845816213e-06, "loss": 0.0692, "step": 113 }, { "epoch": 4.503703703703704, "grad_norm": 0.18320655822753906, "learning_rate": 2.361243863855184e-06, "loss": 0.0666, "step": 114 }, { "epoch": 4.54320987654321, "grad_norm": 0.2382071614265442, "learning_rate": 1.9541339027450256e-06, "loss": 0.0802, "step": 115 }, { "epoch": 4.582716049382716, "grad_norm": 0.21920350193977356, "learning_rate": 1.584823893886933e-06, "loss": 0.0979, "step": 116 }, { "epoch": 4.622222222222222, "grad_norm": 0.2299313247203827, "learning_rate": 1.2536043909088191e-06, "loss": 0.0936, "step": 117 }, { "epoch": 4.661728395061728, "grad_norm": 0.17599497735500336, "learning_rate": 9.607359798384785e-07, "loss": 0.0592, "step": 118 }, { "epoch": 4.701234567901235, "grad_norm": 0.17056764662265778, "learning_rate": 7.064490740882057e-07, "loss": 0.0704, "step": 119 }, { "epoch": 4.7407407407407405, "grad_norm": 0.4011198878288269, "learning_rate": 4.909437331777179e-07, "loss": 0.2197, "step": 120 }, { "epoch": 4.7407407407407405, "eval_loss": 0.0826086550951004, "eval_runtime": 30.911, "eval_samples_per_second": 1.456, "eval_steps_per_second": 1.456, "step": 120 }, { "epoch": 4.780246913580247, "grad_norm": 0.164878249168396, "learning_rate": 3.143895053378698e-07, "loss": 0.0578, "step": 121 }, { "epoch": 4.8197530864197535, "grad_norm": 0.1911156326532364, "learning_rate": 1.7692529411904578e-07, "loss": 0.0817, "step": 122 }, { "epoch": 4.859259259259259, "grad_norm": 0.22381922602653503, "learning_rate": 7.865924910916977e-08, "loss": 0.1128, "step": 123 }, { "epoch": 4.898765432098766, "grad_norm": 0.16524603962898254, "learning_rate": 1.9668680847356735e-08, "loss": 0.0628, "step": 124 }, { "epoch": 4.938271604938271, "grad_norm": 0.1745150089263916, "learning_rate": 0.0, "loss": 0.0646, "step": 125 }, { "epoch": 4.938271604938271, "step": 125, "total_flos": 1.8335272410375782e+17, "train_loss": 0.19870565083622932, "train_runtime": 5829.1193, "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": 1.8335272410375782e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }