{ "best_metric": 0.05696810781955719, "best_model_checkpoint": "saves/psy-course-doc/Qwen2.5-7B-Instruct/train/fold6/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": 0.23006705939769745, "learning_rate": 7.692307692307694e-06, "loss": 0.2049, "step": 1 }, { "epoch": 0.07901234567901234, "grad_norm": 0.19004066288471222, "learning_rate": 1.5384615384615387e-05, "loss": 0.267, "step": 2 }, { "epoch": 0.11851851851851852, "grad_norm": 0.23602378368377686, "learning_rate": 2.307692307692308e-05, "loss": 0.2001, "step": 3 }, { "epoch": 0.1580246913580247, "grad_norm": 0.1938808262348175, "learning_rate": 3.0769230769230774e-05, "loss": 0.2333, "step": 4 }, { "epoch": 0.19753086419753085, "grad_norm": 0.16573303937911987, "learning_rate": 3.846153846153846e-05, "loss": 0.2653, "step": 5 }, { "epoch": 0.23703703703703705, "grad_norm": 0.19568459689617157, "learning_rate": 4.615384615384616e-05, "loss": 0.2419, "step": 6 }, { "epoch": 0.2765432098765432, "grad_norm": 0.16969193518161774, "learning_rate": 5.384615384615385e-05, "loss": 0.2786, "step": 7 }, { "epoch": 0.3160493827160494, "grad_norm": 0.16407939791679382, "learning_rate": 6.153846153846155e-05, "loss": 0.2522, "step": 8 }, { "epoch": 0.35555555555555557, "grad_norm": 0.17536291480064392, "learning_rate": 6.923076923076924e-05, "loss": 0.2574, "step": 9 }, { "epoch": 0.3950617283950617, "grad_norm": 0.16471357643604279, "learning_rate": 7.692307692307693e-05, "loss": 0.1931, "step": 10 }, { "epoch": 0.3950617283950617, "eval_loss": 0.17603637278079987, "eval_runtime": 21.0155, "eval_samples_per_second": 2.141, "eval_steps_per_second": 2.141, "step": 10 }, { "epoch": 0.4345679012345679, "grad_norm": 0.15783743560314178, "learning_rate": 8.461538461538461e-05, "loss": 0.2049, "step": 11 }, { "epoch": 0.4740740740740741, "grad_norm": 0.1257561892271042, "learning_rate": 9.230769230769232e-05, "loss": 0.1622, "step": 12 }, { "epoch": 0.5135802469135803, "grad_norm": 0.11062349379062653, "learning_rate": 0.0001, "loss": 0.1741, "step": 13 }, { "epoch": 0.5530864197530864, "grad_norm": 0.09861240535974503, "learning_rate": 9.998033131915266e-05, "loss": 0.1589, "step": 14 }, { "epoch": 0.5925925925925926, "grad_norm": 0.08910652250051498, "learning_rate": 9.992134075089084e-05, "loss": 0.2054, "step": 15 }, { "epoch": 0.6320987654320988, "grad_norm": 0.10411472618579865, "learning_rate": 9.982307470588098e-05, "loss": 0.2202, "step": 16 }, { "epoch": 0.671604938271605, "grad_norm": 0.09902472794055939, "learning_rate": 9.968561049466214e-05, "loss": 0.1557, "step": 17 }, { "epoch": 0.7111111111111111, "grad_norm": 0.11778475344181061, "learning_rate": 9.950905626682228e-05, "loss": 0.1672, "step": 18 }, { "epoch": 0.7506172839506173, "grad_norm": 0.09728971123695374, "learning_rate": 9.92935509259118e-05, "loss": 0.0924, "step": 19 }, { "epoch": 0.7901234567901234, "grad_norm": 0.0922301784157753, "learning_rate": 9.903926402016153e-05, "loss": 0.1153, "step": 20 }, { "epoch": 0.7901234567901234, "eval_loss": 0.1065211370587349, "eval_runtime": 21.0212, "eval_samples_per_second": 2.141, "eval_steps_per_second": 2.141, "step": 20 }, { "epoch": 0.8296296296296296, "grad_norm": 0.1054314449429512, "learning_rate": 9.874639560909117e-05, "loss": 0.1054, "step": 21 }, { "epoch": 0.8691358024691358, "grad_norm": 0.09465184807777405, "learning_rate": 9.841517610611309e-05, "loss": 0.1777, "step": 22 }, { "epoch": 0.908641975308642, "grad_norm": 0.0903925895690918, "learning_rate": 9.804586609725499e-05, "loss": 0.1867, "step": 23 }, { "epoch": 0.9481481481481482, "grad_norm": 0.10415477305650711, "learning_rate": 9.763875613614482e-05, "loss": 0.0773, "step": 24 }, { "epoch": 0.9876543209876543, "grad_norm": 0.09852281957864761, "learning_rate": 9.719416651541839e-05, "loss": 0.2464, "step": 25 }, { "epoch": 1.0271604938271606, "grad_norm": 0.15348634123802185, "learning_rate": 9.671244701472999e-05, "loss": 0.2742, "step": 26 }, { "epoch": 1.0666666666666667, "grad_norm": 0.06527777016162872, "learning_rate": 9.619397662556435e-05, "loss": 0.0776, "step": 27 }, { "epoch": 1.106172839506173, "grad_norm": 0.06390483677387238, "learning_rate": 9.563916325306594e-05, "loss": 0.1331, "step": 28 }, { "epoch": 1.145679012345679, "grad_norm": 0.07615907490253448, "learning_rate": 9.504844339512095e-05, "loss": 0.0857, "step": 29 }, { "epoch": 1.1851851851851851, "grad_norm": 0.07111846655607224, "learning_rate": 9.442228179894362e-05, "loss": 0.0832, "step": 30 }, { "epoch": 1.1851851851851851, "eval_loss": 0.07791721075773239, "eval_runtime": 21.0111, "eval_samples_per_second": 2.142, "eval_steps_per_second": 2.142, "step": 30 }, { "epoch": 1.2246913580246914, "grad_norm": 0.08180934935808182, "learning_rate": 9.376117109543769e-05, "loss": 0.1292, "step": 31 }, { "epoch": 1.2641975308641975, "grad_norm": 0.07233917713165283, "learning_rate": 9.306563141162046e-05, "loss": 0.1311, "step": 32 }, { "epoch": 1.3037037037037038, "grad_norm": 0.07313521206378937, "learning_rate": 9.233620996141421e-05, "loss": 0.1383, "step": 33 }, { "epoch": 1.34320987654321, "grad_norm": 0.07188054174184799, "learning_rate": 9.157348061512727e-05, "loss": 0.1362, "step": 34 }, { "epoch": 1.382716049382716, "grad_norm": 0.08207601308822632, "learning_rate": 9.077804344796302e-05, "loss": 0.1109, "step": 35 }, { "epoch": 1.4222222222222223, "grad_norm": 0.09252337366342545, "learning_rate": 8.995052426791247e-05, "loss": 0.0664, "step": 36 }, { "epoch": 1.4617283950617284, "grad_norm": 0.08216474950313568, "learning_rate": 8.90915741234015e-05, "loss": 0.1072, "step": 37 }, { "epoch": 1.5012345679012347, "grad_norm": 0.08958999067544937, "learning_rate": 8.820186879108038e-05, "loss": 0.1418, "step": 38 }, { "epoch": 1.5407407407407407, "grad_norm": 0.07074102014303207, "learning_rate": 8.728210824415827e-05, "loss": 0.0816, "step": 39 }, { "epoch": 1.5802469135802468, "grad_norm": 0.06975780427455902, "learning_rate": 8.633301610170135e-05, "loss": 0.1038, "step": 40 }, { "epoch": 1.5802469135802468, "eval_loss": 0.06751615554094315, "eval_runtime": 20.9935, "eval_samples_per_second": 2.144, "eval_steps_per_second": 2.144, "step": 40 }, { "epoch": 1.6197530864197531, "grad_norm": 0.0830402746796608, "learning_rate": 8.535533905932738e-05, "loss": 0.1109, "step": 41 }, { "epoch": 1.6592592592592592, "grad_norm": 0.08013243973255157, "learning_rate": 8.434984630174509e-05, "loss": 0.1163, "step": 42 }, { "epoch": 1.6987654320987655, "grad_norm": 0.07397525012493134, "learning_rate": 8.33173288976002e-05, "loss": 0.1097, "step": 43 }, { "epoch": 1.7382716049382716, "grad_norm": 0.06479930877685547, "learning_rate": 8.225859917710439e-05, "loss": 0.0997, "step": 44 }, { "epoch": 1.7777777777777777, "grad_norm": 0.08707942813634872, "learning_rate": 8.117449009293668e-05, "loss": 0.108, "step": 45 }, { "epoch": 1.817283950617284, "grad_norm": 0.09689672291278839, "learning_rate": 8.006585456492029e-05, "loss": 0.0891, "step": 46 }, { "epoch": 1.8567901234567903, "grad_norm": 0.06440558284521103, "learning_rate": 7.89335648089903e-05, "loss": 0.1033, "step": 47 }, { "epoch": 1.8962962962962964, "grad_norm": 0.06031625717878342, "learning_rate": 7.777851165098012e-05, "loss": 0.0966, "step": 48 }, { "epoch": 1.9358024691358025, "grad_norm": 0.07349102944135666, "learning_rate": 7.660160382576683e-05, "loss": 0.0743, "step": 49 }, { "epoch": 1.9753086419753085, "grad_norm": 0.07102738320827484, "learning_rate": 7.540376726232648e-05, "loss": 0.0667, "step": 50 }, { "epoch": 1.9753086419753085, "eval_loss": 0.06309894472360611, "eval_runtime": 20.9844, "eval_samples_per_second": 2.144, "eval_steps_per_second": 2.144, "step": 50 }, { "epoch": 2.0148148148148146, "grad_norm": 0.12325175851583481, "learning_rate": 7.4185944355262e-05, "loss": 0.222, "step": 51 }, { "epoch": 2.054320987654321, "grad_norm": 0.06146053597331047, "learning_rate": 7.294909322337689e-05, "loss": 0.087, "step": 52 }, { "epoch": 2.093827160493827, "grad_norm": 0.06311003118753433, "learning_rate": 7.169418695587791e-05, "loss": 0.1137, "step": 53 }, { "epoch": 2.1333333333333333, "grad_norm": 0.0686122328042984, "learning_rate": 7.042221284679982e-05, "loss": 0.1252, "step": 54 }, { "epoch": 2.1728395061728394, "grad_norm": 0.07071152329444885, "learning_rate": 6.91341716182545e-05, "loss": 0.1066, "step": 55 }, { "epoch": 2.212345679012346, "grad_norm": 0.06821539998054504, "learning_rate": 6.783107663311565e-05, "loss": 0.1066, "step": 56 }, { "epoch": 2.251851851851852, "grad_norm": 0.06482325494289398, "learning_rate": 6.651395309775837e-05, "loss": 0.108, "step": 57 }, { "epoch": 2.291358024691358, "grad_norm": 0.07280994206666946, "learning_rate": 6.518383725548074e-05, "loss": 0.1443, "step": 58 }, { "epoch": 2.330864197530864, "grad_norm": 0.068442203104496, "learning_rate": 6.384177557124247e-05, "loss": 0.0945, "step": 59 }, { "epoch": 2.3703703703703702, "grad_norm": 0.08196698874235153, "learning_rate": 6.248882390836135e-05, "loss": 0.0452, "step": 60 }, { "epoch": 2.3703703703703702, "eval_loss": 0.06020430102944374, "eval_runtime": 20.9938, "eval_samples_per_second": 2.143, "eval_steps_per_second": 2.143, "step": 60 }, { "epoch": 2.4098765432098768, "grad_norm": 0.0718734934926033, "learning_rate": 6.112604669781572e-05, "loss": 0.0685, "step": 61 }, { "epoch": 2.449382716049383, "grad_norm": 0.06415705382823944, "learning_rate": 5.9754516100806423e-05, "loss": 0.0689, "step": 62 }, { "epoch": 2.488888888888889, "grad_norm": 0.07515713572502136, "learning_rate": 5.837531116523682e-05, "loss": 0.1256, "step": 63 }, { "epoch": 2.528395061728395, "grad_norm": 0.055660758167505264, "learning_rate": 5.698951697677498e-05, "loss": 0.058, "step": 64 }, { "epoch": 2.567901234567901, "grad_norm": 0.06444253027439117, "learning_rate": 5.559822380516539e-05, "loss": 0.1067, "step": 65 }, { "epoch": 2.6074074074074076, "grad_norm": 0.07450485229492188, "learning_rate": 5.420252624646238e-05, "loss": 0.1323, "step": 66 }, { "epoch": 2.6469135802469137, "grad_norm": 0.058116402477025986, "learning_rate": 5.2803522361859594e-05, "loss": 0.087, "step": 67 }, { "epoch": 2.68641975308642, "grad_norm": 0.05832255259156227, "learning_rate": 5.140231281379345e-05, "loss": 0.0741, "step": 68 }, { "epoch": 2.725925925925926, "grad_norm": 0.07582145184278488, "learning_rate": 5e-05, "loss": 0.0563, "step": 69 }, { "epoch": 2.765432098765432, "grad_norm": 0.06223681941628456, "learning_rate": 4.859768718620656e-05, "loss": 0.059, "step": 70 }, { "epoch": 2.765432098765432, "eval_loss": 0.05867083743214607, "eval_runtime": 20.996, "eval_samples_per_second": 2.143, "eval_steps_per_second": 2.143, "step": 70 }, { "epoch": 2.8049382716049385, "grad_norm": 0.0630589947104454, "learning_rate": 4.7196477638140404e-05, "loss": 0.0905, "step": 71 }, { "epoch": 2.8444444444444446, "grad_norm": 0.06927289813756943, "learning_rate": 4.579747375353763e-05, "loss": 0.0552, "step": 72 }, { "epoch": 2.8839506172839506, "grad_norm": 0.06818821281194687, "learning_rate": 4.4401776194834613e-05, "loss": 0.1094, "step": 73 }, { "epoch": 2.9234567901234567, "grad_norm": 0.06682397425174713, "learning_rate": 4.3010483023225045e-05, "loss": 0.0827, "step": 74 }, { "epoch": 2.962962962962963, "grad_norm": 0.061283402144908905, "learning_rate": 4.162468883476319e-05, "loss": 0.0847, "step": 75 }, { "epoch": 3.0024691358024693, "grad_norm": 0.10883212089538574, "learning_rate": 4.0245483899193595e-05, "loss": 0.1473, "step": 76 }, { "epoch": 3.0419753086419754, "grad_norm": 0.06906551867723465, "learning_rate": 3.887395330218429e-05, "loss": 0.1039, "step": 77 }, { "epoch": 3.0814814814814815, "grad_norm": 0.06280723214149475, "learning_rate": 3.7511176091638653e-05, "loss": 0.0647, "step": 78 }, { "epoch": 3.1209876543209876, "grad_norm": 0.06857577711343765, "learning_rate": 3.6158224428757535e-05, "loss": 0.116, "step": 79 }, { "epoch": 3.1604938271604937, "grad_norm": 0.0737842246890068, "learning_rate": 3.4816162744519263e-05, "loss": 0.0793, "step": 80 }, { "epoch": 3.1604938271604937, "eval_loss": 0.05813055485486984, "eval_runtime": 20.997, "eval_samples_per_second": 2.143, "eval_steps_per_second": 2.143, "step": 80 }, { "epoch": 3.2, "grad_norm": 0.05655964836478233, "learning_rate": 3.3486046902241664e-05, "loss": 0.0768, "step": 81 }, { "epoch": 3.2395061728395063, "grad_norm": 0.057393141090869904, "learning_rate": 3.216892336688435e-05, "loss": 0.0763, "step": 82 }, { "epoch": 3.2790123456790123, "grad_norm": 0.06812737137079239, "learning_rate": 3.086582838174551e-05, "loss": 0.0961, "step": 83 }, { "epoch": 3.3185185185185184, "grad_norm": 0.0761374905705452, "learning_rate": 2.9577787153200197e-05, "loss": 0.1285, "step": 84 }, { "epoch": 3.3580246913580245, "grad_norm": 0.05985535308718681, "learning_rate": 2.8305813044122097e-05, "loss": 0.0676, "step": 85 }, { "epoch": 3.397530864197531, "grad_norm": 0.061587728559970856, "learning_rate": 2.705090677662311e-05, "loss": 0.0605, "step": 86 }, { "epoch": 3.437037037037037, "grad_norm": 0.06323757767677307, "learning_rate": 2.581405564473801e-05, "loss": 0.0319, "step": 87 }, { "epoch": 3.476543209876543, "grad_norm": 0.06391361355781555, "learning_rate": 2.459623273767354e-05, "loss": 0.0616, "step": 88 }, { "epoch": 3.5160493827160493, "grad_norm": 0.07350856810808182, "learning_rate": 2.3398396174233178e-05, "loss": 0.0844, "step": 89 }, { "epoch": 3.5555555555555554, "grad_norm": 0.07672153413295746, "learning_rate": 2.2221488349019903e-05, "loss": 0.1098, "step": 90 }, { "epoch": 3.5555555555555554, "eval_loss": 0.05778714269399643, "eval_runtime": 20.9961, "eval_samples_per_second": 2.143, "eval_steps_per_second": 2.143, "step": 90 }, { "epoch": 3.595061728395062, "grad_norm": 0.07611905038356781, "learning_rate": 2.1066435191009715e-05, "loss": 0.1093, "step": 91 }, { "epoch": 3.634567901234568, "grad_norm": 0.07405214011669159, "learning_rate": 1.9934145435079702e-05, "loss": 0.0698, "step": 92 }, { "epoch": 3.674074074074074, "grad_norm": 0.06995782256126404, "learning_rate": 1.8825509907063327e-05, "loss": 0.0821, "step": 93 }, { "epoch": 3.71358024691358, "grad_norm": 0.07919204980134964, "learning_rate": 1.774140082289563e-05, "loss": 0.0697, "step": 94 }, { "epoch": 3.753086419753086, "grad_norm": 0.07098802179098129, "learning_rate": 1.6682671102399805e-05, "loss": 0.0892, "step": 95 }, { "epoch": 3.7925925925925927, "grad_norm": 0.06889598071575165, "learning_rate": 1.5650153698254916e-05, "loss": 0.0615, "step": 96 }, { "epoch": 3.832098765432099, "grad_norm": 0.08111726492643356, "learning_rate": 1.4644660940672627e-05, "loss": 0.1079, "step": 97 }, { "epoch": 3.871604938271605, "grad_norm": 0.07246220111846924, "learning_rate": 1.3666983898298657e-05, "loss": 0.1348, "step": 98 }, { "epoch": 3.911111111111111, "grad_norm": 0.07455697655677795, "learning_rate": 1.2717891755841722e-05, "loss": 0.1332, "step": 99 }, { "epoch": 3.950617283950617, "grad_norm": 0.06881789118051529, "learning_rate": 1.1798131208919627e-05, "loss": 0.0713, "step": 100 }, { "epoch": 3.950617283950617, "eval_loss": 0.05709902569651604, "eval_runtime": 20.9915, "eval_samples_per_second": 2.144, "eval_steps_per_second": 2.144, "step": 100 }, { "epoch": 3.9901234567901236, "grad_norm": 0.07569389045238495, "learning_rate": 1.090842587659851e-05, "loss": 0.0915, "step": 101 }, { "epoch": 4.029629629629629, "grad_norm": 0.13333821296691895, "learning_rate": 1.004947573208756e-05, "loss": 0.1232, "step": 102 }, { "epoch": 4.069135802469136, "grad_norm": 0.07332560420036316, "learning_rate": 9.221956552036992e-06, "loss": 0.1242, "step": 103 }, { "epoch": 4.108641975308642, "grad_norm": 0.050120461732149124, "learning_rate": 8.426519384872733e-06, "loss": 0.0234, "step": 104 }, { "epoch": 4.148148148148148, "grad_norm": 0.06105691194534302, "learning_rate": 7.663790038585793e-06, "loss": 0.1008, "step": 105 }, { "epoch": 4.187654320987654, "grad_norm": 0.054447051137685776, "learning_rate": 6.934368588379553e-06, "loss": 0.0623, "step": 106 }, { "epoch": 4.22716049382716, "grad_norm": 0.07106304913759232, "learning_rate": 6.238828904562316e-06, "loss": 0.1264, "step": 107 }, { "epoch": 4.266666666666667, "grad_norm": 0.07980970293283463, "learning_rate": 5.577718201056392e-06, "loss": 0.0914, "step": 108 }, { "epoch": 4.306172839506173, "grad_norm": 0.058284368366003036, "learning_rate": 4.951556604879048e-06, "loss": 0.0725, "step": 109 }, { "epoch": 4.345679012345679, "grad_norm": 0.0736161470413208, "learning_rate": 4.360836746934055e-06, "loss": 0.0583, "step": 110 }, { "epoch": 4.345679012345679, "eval_loss": 0.05718456953763962, "eval_runtime": 21.0013, "eval_samples_per_second": 2.143, "eval_steps_per_second": 2.143, "step": 110 }, { "epoch": 4.385185185185185, "grad_norm": 0.06461604684591293, "learning_rate": 3.8060233744356633e-06, "loss": 0.0964, "step": 111 }, { "epoch": 4.424691358024692, "grad_norm": 0.050343986600637436, "learning_rate": 3.2875529852700147e-06, "loss": 0.0537, "step": 112 }, { "epoch": 4.4641975308641975, "grad_norm": 0.06479498744010925, "learning_rate": 2.8058334845816213e-06, "loss": 0.0806, "step": 113 }, { "epoch": 4.503703703703704, "grad_norm": 0.06768783181905746, "learning_rate": 2.361243863855184e-06, "loss": 0.1028, "step": 114 }, { "epoch": 4.54320987654321, "grad_norm": 0.06913737952709198, "learning_rate": 1.9541339027450256e-06, "loss": 0.1297, "step": 115 }, { "epoch": 4.582716049382716, "grad_norm": 0.0697401836514473, "learning_rate": 1.584823893886933e-06, "loss": 0.0751, "step": 116 }, { "epoch": 4.622222222222222, "grad_norm": 0.06719011068344116, "learning_rate": 1.2536043909088191e-06, "loss": 0.0774, "step": 117 }, { "epoch": 4.661728395061728, "grad_norm": 0.06760405004024506, "learning_rate": 9.607359798384785e-07, "loss": 0.0709, "step": 118 }, { "epoch": 4.701234567901235, "grad_norm": 0.057106081396341324, "learning_rate": 7.064490740882057e-07, "loss": 0.0556, "step": 119 }, { "epoch": 4.7407407407407405, "grad_norm": 0.06609610468149185, "learning_rate": 4.909437331777179e-07, "loss": 0.0629, "step": 120 }, { "epoch": 4.7407407407407405, "eval_loss": 0.05696810781955719, "eval_runtime": 21.0032, "eval_samples_per_second": 2.143, "eval_steps_per_second": 2.143, "step": 120 }, { "epoch": 4.780246913580247, "grad_norm": 0.06594976782798767, "learning_rate": 3.143895053378698e-07, "loss": 0.0881, "step": 121 }, { "epoch": 4.8197530864197535, "grad_norm": 0.07333142310380936, "learning_rate": 1.7692529411904578e-07, "loss": 0.1093, "step": 122 }, { "epoch": 4.859259259259259, "grad_norm": 0.07577481120824814, "learning_rate": 7.865924910916977e-08, "loss": 0.119, "step": 123 }, { "epoch": 4.898765432098766, "grad_norm": 0.06197281926870346, "learning_rate": 1.9668680847356735e-08, "loss": 0.0293, "step": 124 }, { "epoch": 4.938271604938271, "grad_norm": 0.06462372839450836, "learning_rate": 0.0, "loss": 0.0954, "step": 125 }, { "epoch": 4.938271604938271, "step": 125, "total_flos": 1.4511801673816474e+17, "train_loss": 0.11507274171710015, "train_runtime": 3430.5353, "train_samples_per_second": 0.59, "train_steps_per_second": 0.036 } ], "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": 1.4511801673816474e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }