{ "best_metric": 0.07205358892679214, "best_model_checkpoint": "saves/psy-course-doc/Ministral-8B-Instruct-2410/train/fold1/checkpoint-100", "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": 0.24810998141765594, "learning_rate": 7.692307692307694e-06, "loss": 0.2092, "step": 1 }, { "epoch": 0.07901234567901234, "grad_norm": 0.26039576530456543, "learning_rate": 1.5384615384615387e-05, "loss": 0.221, "step": 2 }, { "epoch": 0.11851851851851852, "grad_norm": 0.29912298917770386, "learning_rate": 2.307692307692308e-05, "loss": 0.211, "step": 3 }, { "epoch": 0.1580246913580247, "grad_norm": 0.25341591238975525, "learning_rate": 3.0769230769230774e-05, "loss": 0.2472, "step": 4 }, { "epoch": 0.19753086419753085, "grad_norm": 0.25397586822509766, "learning_rate": 3.846153846153846e-05, "loss": 0.2688, "step": 5 }, { "epoch": 0.23703703703703705, "grad_norm": 0.2542887330055237, "learning_rate": 4.615384615384616e-05, "loss": 0.1779, "step": 6 }, { "epoch": 0.2765432098765432, "grad_norm": 0.23962284624576569, "learning_rate": 5.384615384615385e-05, "loss": 0.2425, "step": 7 }, { "epoch": 0.3160493827160494, "grad_norm": 0.23435115814208984, "learning_rate": 6.153846153846155e-05, "loss": 0.201, "step": 8 }, { "epoch": 0.35555555555555557, "grad_norm": 0.22143518924713135, "learning_rate": 6.923076923076924e-05, "loss": 0.1341, "step": 9 }, { "epoch": 0.3950617283950617, "grad_norm": 0.22170604765415192, "learning_rate": 7.692307692307693e-05, "loss": 0.1495, "step": 10 }, { "epoch": 0.3950617283950617, "eval_loss": 0.13552844524383545, "eval_runtime": 26.8803, "eval_samples_per_second": 1.674, "eval_steps_per_second": 1.674, "step": 10 }, { "epoch": 0.4345679012345679, "grad_norm": 0.21747687458992004, "learning_rate": 8.461538461538461e-05, "loss": 0.1, "step": 11 }, { "epoch": 0.4740740740740741, "grad_norm": 0.1885504573583603, "learning_rate": 9.230769230769232e-05, "loss": 0.1806, "step": 12 }, { "epoch": 0.5135802469135803, "grad_norm": 0.17021319270133972, "learning_rate": 0.0001, "loss": 0.0953, "step": 13 }, { "epoch": 0.5530864197530864, "grad_norm": 0.19080102443695068, "learning_rate": 9.998033131915266e-05, "loss": 0.0955, "step": 14 }, { "epoch": 0.5925925925925926, "grad_norm": 0.2320452183485031, "learning_rate": 9.992134075089084e-05, "loss": 0.0593, "step": 15 }, { "epoch": 0.6320987654320988, "grad_norm": 0.17980320751667023, "learning_rate": 9.982307470588098e-05, "loss": 0.1111, "step": 16 }, { "epoch": 0.671604938271605, "grad_norm": 0.14436128735542297, "learning_rate": 9.968561049466214e-05, "loss": 0.1019, "step": 17 }, { "epoch": 0.7111111111111111, "grad_norm": 0.1278296858072281, "learning_rate": 9.950905626682228e-05, "loss": 0.0538, "step": 18 }, { "epoch": 0.7506172839506173, "grad_norm": 0.14731793105602264, "learning_rate": 9.92935509259118e-05, "loss": 0.1104, "step": 19 }, { "epoch": 0.7901234567901234, "grad_norm": 0.13458046317100525, "learning_rate": 9.903926402016153e-05, "loss": 0.0292, "step": 20 }, { "epoch": 0.7901234567901234, "eval_loss": 0.09099149703979492, "eval_runtime": 27.3965, "eval_samples_per_second": 1.643, "eval_steps_per_second": 1.643, "step": 20 }, { "epoch": 0.8296296296296296, "grad_norm": 0.13160204887390137, "learning_rate": 9.874639560909117e-05, "loss": 0.1058, "step": 21 }, { "epoch": 0.8691358024691358, "grad_norm": 0.14559167623519897, "learning_rate": 9.841517610611309e-05, "loss": 0.073, "step": 22 }, { "epoch": 0.908641975308642, "grad_norm": 0.14230301976203918, "learning_rate": 9.804586609725499e-05, "loss": 0.0987, "step": 23 }, { "epoch": 0.9481481481481482, "grad_norm": 0.10383627563714981, "learning_rate": 9.763875613614482e-05, "loss": 0.0759, "step": 24 }, { "epoch": 0.9876543209876543, "grad_norm": 0.11663982272148132, "learning_rate": 9.719416651541839e-05, "loss": 0.0906, "step": 25 }, { "epoch": 1.0271604938271606, "grad_norm": 0.1367630809545517, "learning_rate": 9.671244701472999e-05, "loss": 0.0834, "step": 26 }, { "epoch": 1.0666666666666667, "grad_norm": 0.09665873646736145, "learning_rate": 9.619397662556435e-05, "loss": 0.0708, "step": 27 }, { "epoch": 1.106172839506173, "grad_norm": 0.11328412592411041, "learning_rate": 9.563916325306594e-05, "loss": 0.0484, "step": 28 }, { "epoch": 1.145679012345679, "grad_norm": 0.13764064013957977, "learning_rate": 9.504844339512095e-05, "loss": 0.1173, "step": 29 }, { "epoch": 1.1851851851851851, "grad_norm": 0.09059632569551468, "learning_rate": 9.442228179894362e-05, "loss": 0.0626, "step": 30 }, { "epoch": 1.1851851851851851, "eval_loss": 0.0796937569975853, "eval_runtime": 27.4471, "eval_samples_per_second": 1.64, "eval_steps_per_second": 1.64, "step": 30 }, { "epoch": 1.2246913580246914, "grad_norm": 0.09541764855384827, "learning_rate": 9.376117109543769e-05, "loss": 0.0648, "step": 31 }, { "epoch": 1.2641975308641975, "grad_norm": 0.11591030657291412, "learning_rate": 9.306563141162046e-05, "loss": 0.1198, "step": 32 }, { "epoch": 1.3037037037037038, "grad_norm": 0.08755677193403244, "learning_rate": 9.233620996141421e-05, "loss": 0.0634, "step": 33 }, { "epoch": 1.34320987654321, "grad_norm": 0.08026272803544998, "learning_rate": 9.157348061512727e-05, "loss": 0.0646, "step": 34 }, { "epoch": 1.382716049382716, "grad_norm": 0.08412012457847595, "learning_rate": 9.077804344796302e-05, "loss": 0.0508, "step": 35 }, { "epoch": 1.4222222222222223, "grad_norm": 0.10387691110372543, "learning_rate": 8.995052426791247e-05, "loss": 0.0632, "step": 36 }, { "epoch": 1.4617283950617284, "grad_norm": 0.07731848210096359, "learning_rate": 8.90915741234015e-05, "loss": 0.0322, "step": 37 }, { "epoch": 1.5012345679012347, "grad_norm": 0.10354169458150864, "learning_rate": 8.820186879108038e-05, "loss": 0.102, "step": 38 }, { "epoch": 1.5407407407407407, "grad_norm": 0.11002744734287262, "learning_rate": 8.728210824415827e-05, "loss": 0.0599, "step": 39 }, { "epoch": 1.5802469135802468, "grad_norm": 0.11782169342041016, "learning_rate": 8.633301610170135e-05, "loss": 0.0771, "step": 40 }, { "epoch": 1.5802469135802468, "eval_loss": 0.07648379355669022, "eval_runtime": 27.5025, "eval_samples_per_second": 1.636, "eval_steps_per_second": 1.636, "step": 40 }, { "epoch": 1.6197530864197531, "grad_norm": 0.0960182249546051, "learning_rate": 8.535533905932738e-05, "loss": 0.0774, "step": 41 }, { "epoch": 1.6592592592592592, "grad_norm": 0.10701272636651993, "learning_rate": 8.434984630174509e-05, "loss": 0.1063, "step": 42 }, { "epoch": 1.6987654320987655, "grad_norm": 0.13072806596755981, "learning_rate": 8.33173288976002e-05, "loss": 0.0696, "step": 43 }, { "epoch": 1.7382716049382716, "grad_norm": 0.12691301107406616, "learning_rate": 8.225859917710439e-05, "loss": 0.0831, "step": 44 }, { "epoch": 1.7777777777777777, "grad_norm": 0.1352904886007309, "learning_rate": 8.117449009293668e-05, "loss": 0.0672, "step": 45 }, { "epoch": 1.817283950617284, "grad_norm": 0.11082760989665985, "learning_rate": 8.006585456492029e-05, "loss": 0.0554, "step": 46 }, { "epoch": 1.8567901234567903, "grad_norm": 0.11100582033395767, "learning_rate": 7.89335648089903e-05, "loss": 0.0709, "step": 47 }, { "epoch": 1.8962962962962964, "grad_norm": 0.08830490708351135, "learning_rate": 7.777851165098012e-05, "loss": 0.0288, "step": 48 }, { "epoch": 1.9358024691358025, "grad_norm": 0.11078186333179474, "learning_rate": 7.660160382576683e-05, "loss": 0.0914, "step": 49 }, { "epoch": 1.9753086419753085, "grad_norm": 0.1210477203130722, "learning_rate": 7.540376726232648e-05, "loss": 0.1056, "step": 50 }, { "epoch": 1.9753086419753085, "eval_loss": 0.07425841689109802, "eval_runtime": 27.6317, "eval_samples_per_second": 1.629, "eval_steps_per_second": 1.629, "step": 50 }, { "epoch": 2.0148148148148146, "grad_norm": 0.1279354840517044, "learning_rate": 7.4185944355262e-05, "loss": 0.0605, "step": 51 }, { "epoch": 2.054320987654321, "grad_norm": 0.10435281693935394, "learning_rate": 7.294909322337689e-05, "loss": 0.1024, "step": 52 }, { "epoch": 2.093827160493827, "grad_norm": 0.09126003831624985, "learning_rate": 7.169418695587791e-05, "loss": 0.0575, "step": 53 }, { "epoch": 2.1333333333333333, "grad_norm": 0.09775116294622421, "learning_rate": 7.042221284679982e-05, "loss": 0.0522, "step": 54 }, { "epoch": 2.1728395061728394, "grad_norm": 0.07916697859764099, "learning_rate": 6.91341716182545e-05, "loss": 0.0401, "step": 55 }, { "epoch": 2.212345679012346, "grad_norm": 0.10299328714609146, "learning_rate": 6.783107663311565e-05, "loss": 0.0464, "step": 56 }, { "epoch": 2.251851851851852, "grad_norm": 0.1284073144197464, "learning_rate": 6.651395309775837e-05, "loss": 0.0846, "step": 57 }, { "epoch": 2.291358024691358, "grad_norm": 0.09349021315574646, "learning_rate": 6.518383725548074e-05, "loss": 0.0517, "step": 58 }, { "epoch": 2.330864197530864, "grad_norm": 0.09708677977323532, "learning_rate": 6.384177557124247e-05, "loss": 0.0636, "step": 59 }, { "epoch": 2.3703703703703702, "grad_norm": 0.12745961546897888, "learning_rate": 6.248882390836135e-05, "loss": 0.0558, "step": 60 }, { "epoch": 2.3703703703703702, "eval_loss": 0.07404763251543045, "eval_runtime": 27.4832, "eval_samples_per_second": 1.637, "eval_steps_per_second": 1.637, "step": 60 }, { "epoch": 2.4098765432098768, "grad_norm": 0.09800593554973602, "learning_rate": 6.112604669781572e-05, "loss": 0.0448, "step": 61 }, { "epoch": 2.449382716049383, "grad_norm": 0.11458192765712738, "learning_rate": 5.9754516100806423e-05, "loss": 0.09, "step": 62 }, { "epoch": 2.488888888888889, "grad_norm": 0.1109517440199852, "learning_rate": 5.837531116523682e-05, "loss": 0.0662, "step": 63 }, { "epoch": 2.528395061728395, "grad_norm": 0.10171234607696533, "learning_rate": 5.698951697677498e-05, "loss": 0.0232, "step": 64 }, { "epoch": 2.567901234567901, "grad_norm": 0.12857115268707275, "learning_rate": 5.559822380516539e-05, "loss": 0.0993, "step": 65 }, { "epoch": 2.6074074074074076, "grad_norm": 0.08992833644151688, "learning_rate": 5.420252624646238e-05, "loss": 0.0291, "step": 66 }, { "epoch": 2.6469135802469137, "grad_norm": 0.10966512560844421, "learning_rate": 5.2803522361859594e-05, "loss": 0.0668, "step": 67 }, { "epoch": 2.68641975308642, "grad_norm": 0.09445935487747192, "learning_rate": 5.140231281379345e-05, "loss": 0.0499, "step": 68 }, { "epoch": 2.725925925925926, "grad_norm": 0.09255904704332352, "learning_rate": 5e-05, "loss": 0.0246, "step": 69 }, { "epoch": 2.765432098765432, "grad_norm": 0.12672650814056396, "learning_rate": 4.859768718620656e-05, "loss": 0.0488, "step": 70 }, { "epoch": 2.765432098765432, "eval_loss": 0.07281763106584549, "eval_runtime": 27.474, "eval_samples_per_second": 1.638, "eval_steps_per_second": 1.638, "step": 70 }, { "epoch": 2.8049382716049385, "grad_norm": 0.09950120747089386, "learning_rate": 4.7196477638140404e-05, "loss": 0.0297, "step": 71 }, { "epoch": 2.8444444444444446, "grad_norm": 0.13572734594345093, "learning_rate": 4.579747375353763e-05, "loss": 0.1215, "step": 72 }, { "epoch": 2.8839506172839506, "grad_norm": 0.10585619509220123, "learning_rate": 4.4401776194834613e-05, "loss": 0.0685, "step": 73 }, { "epoch": 2.9234567901234567, "grad_norm": 0.12362095713615417, "learning_rate": 4.3010483023225045e-05, "loss": 0.0445, "step": 74 }, { "epoch": 2.962962962962963, "grad_norm": 0.1415012925863266, "learning_rate": 4.162468883476319e-05, "loss": 0.0871, "step": 75 }, { "epoch": 3.0024691358024693, "grad_norm": 0.1490877866744995, "learning_rate": 4.0245483899193595e-05, "loss": 0.1052, "step": 76 }, { "epoch": 3.0419753086419754, "grad_norm": 0.09459207952022552, "learning_rate": 3.887395330218429e-05, "loss": 0.0561, "step": 77 }, { "epoch": 3.0814814814814815, "grad_norm": 0.11990195512771606, "learning_rate": 3.7511176091638653e-05, "loss": 0.0765, "step": 78 }, { "epoch": 3.1209876543209876, "grad_norm": 0.10552315413951874, "learning_rate": 3.6158224428757535e-05, "loss": 0.0297, "step": 79 }, { "epoch": 3.1604938271604937, "grad_norm": 0.12247174978256226, "learning_rate": 3.4816162744519263e-05, "loss": 0.0649, "step": 80 }, { "epoch": 3.1604938271604937, "eval_loss": 0.07212765514850616, "eval_runtime": 27.3851, "eval_samples_per_second": 1.643, "eval_steps_per_second": 1.643, "step": 80 }, { "epoch": 3.2, "grad_norm": 0.11932343244552612, "learning_rate": 3.3486046902241664e-05, "loss": 0.0629, "step": 81 }, { "epoch": 3.2395061728395063, "grad_norm": 0.12215903401374817, "learning_rate": 3.216892336688435e-05, "loss": 0.0604, "step": 82 }, { "epoch": 3.2790123456790123, "grad_norm": 0.09939143806695938, "learning_rate": 3.086582838174551e-05, "loss": 0.0625, "step": 83 }, { "epoch": 3.3185185185185184, "grad_norm": 0.09993693977594376, "learning_rate": 2.9577787153200197e-05, "loss": 0.0459, "step": 84 }, { "epoch": 3.3580246913580245, "grad_norm": 0.11673483997583389, "learning_rate": 2.8305813044122097e-05, "loss": 0.0455, "step": 85 }, { "epoch": 3.397530864197531, "grad_norm": 0.11794883757829666, "learning_rate": 2.705090677662311e-05, "loss": 0.0586, "step": 86 }, { "epoch": 3.437037037037037, "grad_norm": 0.10317753255367279, "learning_rate": 2.581405564473801e-05, "loss": 0.0397, "step": 87 }, { "epoch": 3.476543209876543, "grad_norm": 0.12719328701496124, "learning_rate": 2.459623273767354e-05, "loss": 0.0692, "step": 88 }, { "epoch": 3.5160493827160493, "grad_norm": 0.11057513952255249, "learning_rate": 2.3398396174233178e-05, "loss": 0.0569, "step": 89 }, { "epoch": 3.5555555555555554, "grad_norm": 0.0870712623000145, "learning_rate": 2.2221488349019903e-05, "loss": 0.0235, "step": 90 }, { "epoch": 3.5555555555555554, "eval_loss": 0.07221826165914536, "eval_runtime": 27.4054, "eval_samples_per_second": 1.642, "eval_steps_per_second": 1.642, "step": 90 }, { "epoch": 3.595061728395062, "grad_norm": 0.145512193441391, "learning_rate": 2.1066435191009715e-05, "loss": 0.0741, "step": 91 }, { "epoch": 3.634567901234568, "grad_norm": 0.11553002148866653, "learning_rate": 1.9934145435079702e-05, "loss": 0.0564, "step": 92 }, { "epoch": 3.674074074074074, "grad_norm": 0.10770400613546371, "learning_rate": 1.8825509907063327e-05, "loss": 0.0475, "step": 93 }, { "epoch": 3.71358024691358, "grad_norm": 0.1617460399866104, "learning_rate": 1.774140082289563e-05, "loss": 0.0784, "step": 94 }, { "epoch": 3.753086419753086, "grad_norm": 0.14573591947555542, "learning_rate": 1.6682671102399805e-05, "loss": 0.0717, "step": 95 }, { "epoch": 3.7925925925925927, "grad_norm": 0.1260758489370346, "learning_rate": 1.5650153698254916e-05, "loss": 0.069, "step": 96 }, { "epoch": 3.832098765432099, "grad_norm": 0.10826553404331207, "learning_rate": 1.4644660940672627e-05, "loss": 0.0418, "step": 97 }, { "epoch": 3.871604938271605, "grad_norm": 0.08969935774803162, "learning_rate": 1.3666983898298657e-05, "loss": 0.0234, "step": 98 }, { "epoch": 3.911111111111111, "grad_norm": 0.11357671022415161, "learning_rate": 1.2717891755841722e-05, "loss": 0.0318, "step": 99 }, { "epoch": 3.950617283950617, "grad_norm": 0.11297564208507538, "learning_rate": 1.1798131208919627e-05, "loss": 0.0508, "step": 100 }, { "epoch": 3.950617283950617, "eval_loss": 0.07205358892679214, "eval_runtime": 27.4453, "eval_samples_per_second": 1.64, "eval_steps_per_second": 1.64, "step": 100 }, { "epoch": 3.9901234567901236, "grad_norm": 0.13930268585681915, "learning_rate": 1.090842587659851e-05, "loss": 0.0662, "step": 101 }, { "epoch": 4.029629629629629, "grad_norm": 0.12079107016324997, "learning_rate": 1.004947573208756e-05, "loss": 0.0723, "step": 102 }, { "epoch": 4.069135802469136, "grad_norm": 0.10999605059623718, "learning_rate": 9.221956552036992e-06, "loss": 0.0347, "step": 103 }, { "epoch": 4.108641975308642, "grad_norm": 0.10675299167633057, "learning_rate": 8.426519384872733e-06, "loss": 0.052, "step": 104 }, { "epoch": 4.148148148148148, "grad_norm": 0.12469816952943802, "learning_rate": 7.663790038585793e-06, "loss": 0.0788, "step": 105 }, { "epoch": 4.187654320987654, "grad_norm": 0.11500705778598785, "learning_rate": 6.934368588379553e-06, "loss": 0.0573, "step": 106 }, { "epoch": 4.22716049382716, "grad_norm": 0.11821264028549194, "learning_rate": 6.238828904562316e-06, "loss": 0.0591, "step": 107 }, { "epoch": 4.266666666666667, "grad_norm": 0.15900757908821106, "learning_rate": 5.577718201056392e-06, "loss": 0.0401, "step": 108 }, { "epoch": 4.306172839506173, "grad_norm": 0.1350027322769165, "learning_rate": 4.951556604879048e-06, "loss": 0.0729, "step": 109 }, { "epoch": 4.345679012345679, "grad_norm": 0.09698620438575745, "learning_rate": 4.360836746934055e-06, "loss": 0.0334, "step": 110 }, { "epoch": 4.345679012345679, "eval_loss": 0.07236602902412415, "eval_runtime": 27.3346, "eval_samples_per_second": 1.646, "eval_steps_per_second": 1.646, "step": 110 }, { "epoch": 4.385185185185185, "grad_norm": 0.0984768345952034, "learning_rate": 3.8060233744356633e-06, "loss": 0.0384, "step": 111 }, { "epoch": 4.424691358024692, "grad_norm": 0.12040996551513672, "learning_rate": 3.2875529852700147e-06, "loss": 0.0651, "step": 112 }, { "epoch": 4.4641975308641975, "grad_norm": 0.12405715137720108, "learning_rate": 2.8058334845816213e-06, "loss": 0.0191, "step": 113 }, { "epoch": 4.503703703703704, "grad_norm": 0.09675806015729904, "learning_rate": 2.361243863855184e-06, "loss": 0.0309, "step": 114 }, { "epoch": 4.54320987654321, "grad_norm": 0.13328631222248077, "learning_rate": 1.9541339027450256e-06, "loss": 0.0692, "step": 115 }, { "epoch": 4.582716049382716, "grad_norm": 0.12597902119159698, "learning_rate": 1.584823893886933e-06, "loss": 0.0566, "step": 116 }, { "epoch": 4.622222222222222, "grad_norm": 0.1236833855509758, "learning_rate": 1.2536043909088191e-06, "loss": 0.0455, "step": 117 }, { "epoch": 4.661728395061728, "grad_norm": 0.09165410697460175, "learning_rate": 9.607359798384785e-07, "loss": 0.0226, "step": 118 }, { "epoch": 4.701234567901235, "grad_norm": 0.1302453577518463, "learning_rate": 7.064490740882057e-07, "loss": 0.0561, "step": 119 }, { "epoch": 4.7407407407407405, "grad_norm": 0.12447182089090347, "learning_rate": 4.909437331777179e-07, "loss": 0.0604, "step": 120 }, { "epoch": 4.7407407407407405, "eval_loss": 0.07253248989582062, "eval_runtime": 27.1811, "eval_samples_per_second": 1.656, "eval_steps_per_second": 1.656, "step": 120 }, { "epoch": 4.780246913580247, "grad_norm": 0.10179347544908524, "learning_rate": 3.143895053378698e-07, "loss": 0.0269, "step": 121 }, { "epoch": 4.8197530864197535, "grad_norm": 0.13091501593589783, "learning_rate": 1.7692529411904578e-07, "loss": 0.058, "step": 122 }, { "epoch": 4.859259259259259, "grad_norm": 0.10802372545003891, "learning_rate": 7.865924910916977e-08, "loss": 0.0415, "step": 123 }, { "epoch": 4.898765432098766, "grad_norm": 0.12209034711122513, "learning_rate": 1.9668680847356735e-08, "loss": 0.0583, "step": 124 }, { "epoch": 4.938271604938271, "grad_norm": 0.09619519859552383, "learning_rate": 0.0, "loss": 0.0166, "step": 125 }, { "epoch": 4.938271604938271, "step": 125, "total_flos": 1.5289467254459597e+17, "train_loss": 0.07538180674612523, "train_runtime": 4379.9763, "train_samples_per_second": 0.462, "train_steps_per_second": 0.029 } ], "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": 1.5289467254459597e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }