{ "best_metric": 0.06968548893928528, "best_model_checkpoint": "saves/psy-course-doc/Llama-3.1-8B-Instruct/train/fold4/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": 0.1788543462753296, "learning_rate": 7.692307692307694e-06, "loss": 0.2003, "step": 1 }, { "epoch": 0.07901234567901234, "grad_norm": 0.15522800385951996, "learning_rate": 1.5384615384615387e-05, "loss": 0.2058, "step": 2 }, { "epoch": 0.11851851851851852, "grad_norm": 0.16844213008880615, "learning_rate": 2.307692307692308e-05, "loss": 0.2201, "step": 3 }, { "epoch": 0.1580246913580247, "grad_norm": 0.17402788996696472, "learning_rate": 3.0769230769230774e-05, "loss": 0.1343, "step": 4 }, { "epoch": 0.19753086419753085, "grad_norm": 0.17550528049468994, "learning_rate": 3.846153846153846e-05, "loss": 0.2522, "step": 5 }, { "epoch": 0.23703703703703705, "grad_norm": 0.18190859258174896, "learning_rate": 4.615384615384616e-05, "loss": 0.1913, "step": 6 }, { "epoch": 0.2765432098765432, "grad_norm": 0.19788743555545807, "learning_rate": 5.384615384615385e-05, "loss": 0.2414, "step": 7 }, { "epoch": 0.3160493827160494, "grad_norm": 0.17828775942325592, "learning_rate": 6.153846153846155e-05, "loss": 0.1717, "step": 8 }, { "epoch": 0.35555555555555557, "grad_norm": 0.17290732264518738, "learning_rate": 6.923076923076924e-05, "loss": 0.1929, "step": 9 }, { "epoch": 0.3950617283950617, "grad_norm": 0.14847496151924133, "learning_rate": 7.692307692307693e-05, "loss": 0.1379, "step": 10 }, { "epoch": 0.3950617283950617, "eval_loss": 0.15000608563423157, "eval_runtime": 21.538, "eval_samples_per_second": 2.089, "eval_steps_per_second": 2.089, "step": 10 }, { "epoch": 0.4345679012345679, "grad_norm": 0.1618112325668335, "learning_rate": 8.461538461538461e-05, "loss": 0.1544, "step": 11 }, { "epoch": 0.4740740740740741, "grad_norm": 0.15634895861148834, "learning_rate": 9.230769230769232e-05, "loss": 0.1459, "step": 12 }, { "epoch": 0.5135802469135803, "grad_norm": 0.17232589423656464, "learning_rate": 0.0001, "loss": 0.1712, "step": 13 }, { "epoch": 0.5530864197530864, "grad_norm": 0.17381250858306885, "learning_rate": 9.998033131915266e-05, "loss": 0.1528, "step": 14 }, { "epoch": 0.5925925925925926, "grad_norm": 0.1521753966808319, "learning_rate": 9.992134075089084e-05, "loss": 0.143, "step": 15 }, { "epoch": 0.6320987654320988, "grad_norm": 0.16353924572467804, "learning_rate": 9.982307470588098e-05, "loss": 0.1105, "step": 16 }, { "epoch": 0.671604938271605, "grad_norm": 0.13930287957191467, "learning_rate": 9.968561049466214e-05, "loss": 0.1906, "step": 17 }, { "epoch": 0.7111111111111111, "grad_norm": 0.12930214405059814, "learning_rate": 9.950905626682228e-05, "loss": 0.1686, "step": 18 }, { "epoch": 0.7506172839506173, "grad_norm": 0.11505807191133499, "learning_rate": 9.92935509259118e-05, "loss": 0.0906, "step": 19 }, { "epoch": 0.7901234567901234, "grad_norm": 0.1082131415605545, "learning_rate": 9.903926402016153e-05, "loss": 0.1556, "step": 20 }, { "epoch": 0.7901234567901234, "eval_loss": 0.09602971374988556, "eval_runtime": 21.6977, "eval_samples_per_second": 2.074, "eval_steps_per_second": 2.074, "step": 20 }, { "epoch": 0.8296296296296296, "grad_norm": 0.13616810739040375, "learning_rate": 9.874639560909117e-05, "loss": 0.1162, "step": 21 }, { "epoch": 0.8691358024691358, "grad_norm": 0.09093806892633438, "learning_rate": 9.841517610611309e-05, "loss": 0.063, "step": 22 }, { "epoch": 0.908641975308642, "grad_norm": 0.09628450870513916, "learning_rate": 9.804586609725499e-05, "loss": 0.1232, "step": 23 }, { "epoch": 0.9481481481481482, "grad_norm": 0.11707480251789093, "learning_rate": 9.763875613614482e-05, "loss": 0.1204, "step": 24 }, { "epoch": 0.9876543209876543, "grad_norm": 0.08480218052864075, "learning_rate": 9.719416651541839e-05, "loss": 0.0971, "step": 25 }, { "epoch": 1.0271604938271606, "grad_norm": 0.17484459280967712, "learning_rate": 9.671244701472999e-05, "loss": 0.1681, "step": 26 }, { "epoch": 1.0666666666666667, "grad_norm": 0.11269538104534149, "learning_rate": 9.619397662556435e-05, "loss": 0.1341, "step": 27 }, { "epoch": 1.106172839506173, "grad_norm": 0.09481585770845413, "learning_rate": 9.563916325306594e-05, "loss": 0.1004, "step": 28 }, { "epoch": 1.145679012345679, "grad_norm": 0.0998338907957077, "learning_rate": 9.504844339512095e-05, "loss": 0.0935, "step": 29 }, { "epoch": 1.1851851851851851, "grad_norm": 0.11120180785655975, "learning_rate": 9.442228179894362e-05, "loss": 0.1246, "step": 30 }, { "epoch": 1.1851851851851851, "eval_loss": 0.08139553666114807, "eval_runtime": 21.6913, "eval_samples_per_second": 2.075, "eval_steps_per_second": 2.075, "step": 30 }, { "epoch": 1.2246913580246914, "grad_norm": 0.11669044196605682, "learning_rate": 9.376117109543769e-05, "loss": 0.1211, "step": 31 }, { "epoch": 1.2641975308641975, "grad_norm": 0.09925449639558792, "learning_rate": 9.306563141162046e-05, "loss": 0.0678, "step": 32 }, { "epoch": 1.3037037037037038, "grad_norm": 0.07805059105157852, "learning_rate": 9.233620996141421e-05, "loss": 0.0445, "step": 33 }, { "epoch": 1.34320987654321, "grad_norm": 0.10079403221607208, "learning_rate": 9.157348061512727e-05, "loss": 0.0958, "step": 34 }, { "epoch": 1.382716049382716, "grad_norm": 0.080256387591362, "learning_rate": 9.077804344796302e-05, "loss": 0.0373, "step": 35 }, { "epoch": 1.4222222222222223, "grad_norm": 0.09927237033843994, "learning_rate": 8.995052426791247e-05, "loss": 0.0946, "step": 36 }, { "epoch": 1.4617283950617284, "grad_norm": 0.10970957577228546, "learning_rate": 8.90915741234015e-05, "loss": 0.1434, "step": 37 }, { "epoch": 1.5012345679012347, "grad_norm": 0.107501320540905, "learning_rate": 8.820186879108038e-05, "loss": 0.092, "step": 38 }, { "epoch": 1.5407407407407407, "grad_norm": 0.08530978113412857, "learning_rate": 8.728210824415827e-05, "loss": 0.0973, "step": 39 }, { "epoch": 1.5802469135802468, "grad_norm": 0.09136773645877838, "learning_rate": 8.633301610170135e-05, "loss": 0.0919, "step": 40 }, { "epoch": 1.5802469135802468, "eval_loss": 0.07570390403270721, "eval_runtime": 21.7202, "eval_samples_per_second": 2.072, "eval_steps_per_second": 2.072, "step": 40 }, { "epoch": 1.6197530864197531, "grad_norm": 0.10633984953165054, "learning_rate": 8.535533905932738e-05, "loss": 0.1092, "step": 41 }, { "epoch": 1.6592592592592592, "grad_norm": 0.07765901833772659, "learning_rate": 8.434984630174509e-05, "loss": 0.0614, "step": 42 }, { "epoch": 1.6987654320987655, "grad_norm": 0.08163449913263321, "learning_rate": 8.33173288976002e-05, "loss": 0.0597, "step": 43 }, { "epoch": 1.7382716049382716, "grad_norm": 0.0758323222398758, "learning_rate": 8.225859917710439e-05, "loss": 0.071, "step": 44 }, { "epoch": 1.7777777777777777, "grad_norm": 0.093803770840168, "learning_rate": 8.117449009293668e-05, "loss": 0.0772, "step": 45 }, { "epoch": 1.817283950617284, "grad_norm": 0.0847662165760994, "learning_rate": 8.006585456492029e-05, "loss": 0.121, "step": 46 }, { "epoch": 1.8567901234567903, "grad_norm": 0.08161197602748871, "learning_rate": 7.89335648089903e-05, "loss": 0.1075, "step": 47 }, { "epoch": 1.8962962962962964, "grad_norm": 0.0909591019153595, "learning_rate": 7.777851165098012e-05, "loss": 0.1148, "step": 48 }, { "epoch": 1.9358024691358025, "grad_norm": 0.07414304465055466, "learning_rate": 7.660160382576683e-05, "loss": 0.057, "step": 49 }, { "epoch": 1.9753086419753085, "grad_norm": 0.07943868637084961, "learning_rate": 7.540376726232648e-05, "loss": 0.0345, "step": 50 }, { "epoch": 1.9753086419753085, "eval_loss": 0.07385429739952087, "eval_runtime": 21.7488, "eval_samples_per_second": 2.069, "eval_steps_per_second": 2.069, "step": 50 }, { "epoch": 2.0148148148148146, "grad_norm": 0.15582451224327087, "learning_rate": 7.4185944355262e-05, "loss": 0.1573, "step": 51 }, { "epoch": 2.054320987654321, "grad_norm": 0.08236896991729736, "learning_rate": 7.294909322337689e-05, "loss": 0.1171, "step": 52 }, { "epoch": 2.093827160493827, "grad_norm": 0.08111395686864853, "learning_rate": 7.169418695587791e-05, "loss": 0.094, "step": 53 }, { "epoch": 2.1333333333333333, "grad_norm": 0.0707816332578659, "learning_rate": 7.042221284679982e-05, "loss": 0.0507, "step": 54 }, { "epoch": 2.1728395061728394, "grad_norm": 0.06753059476613998, "learning_rate": 6.91341716182545e-05, "loss": 0.0631, "step": 55 }, { "epoch": 2.212345679012346, "grad_norm": 0.07619708776473999, "learning_rate": 6.783107663311565e-05, "loss": 0.0878, "step": 56 }, { "epoch": 2.251851851851852, "grad_norm": 0.09822479635477066, "learning_rate": 6.651395309775837e-05, "loss": 0.1414, "step": 57 }, { "epoch": 2.291358024691358, "grad_norm": 0.09035561978816986, "learning_rate": 6.518383725548074e-05, "loss": 0.1415, "step": 58 }, { "epoch": 2.330864197530864, "grad_norm": 0.07979875057935715, "learning_rate": 6.384177557124247e-05, "loss": 0.0519, "step": 59 }, { "epoch": 2.3703703703703702, "grad_norm": 0.08112189918756485, "learning_rate": 6.248882390836135e-05, "loss": 0.0412, "step": 60 }, { "epoch": 2.3703703703703702, "eval_loss": 0.0714641660451889, "eval_runtime": 21.7698, "eval_samples_per_second": 2.067, "eval_steps_per_second": 2.067, "step": 60 }, { "epoch": 2.4098765432098768, "grad_norm": 0.08404616266489029, "learning_rate": 6.112604669781572e-05, "loss": 0.064, "step": 61 }, { "epoch": 2.449382716049383, "grad_norm": 0.07832326740026474, "learning_rate": 5.9754516100806423e-05, "loss": 0.0501, "step": 62 }, { "epoch": 2.488888888888889, "grad_norm": 0.08300691843032837, "learning_rate": 5.837531116523682e-05, "loss": 0.0601, "step": 63 }, { "epoch": 2.528395061728395, "grad_norm": 0.09299349784851074, "learning_rate": 5.698951697677498e-05, "loss": 0.0827, "step": 64 }, { "epoch": 2.567901234567901, "grad_norm": 0.09701690077781677, "learning_rate": 5.559822380516539e-05, "loss": 0.1216, "step": 65 }, { "epoch": 2.6074074074074076, "grad_norm": 0.09380342811346054, "learning_rate": 5.420252624646238e-05, "loss": 0.0541, "step": 66 }, { "epoch": 2.6469135802469137, "grad_norm": 0.08833695203065872, "learning_rate": 5.2803522361859594e-05, "loss": 0.109, "step": 67 }, { "epoch": 2.68641975308642, "grad_norm": 0.0866917073726654, "learning_rate": 5.140231281379345e-05, "loss": 0.059, "step": 68 }, { "epoch": 2.725925925925926, "grad_norm": 0.09058818221092224, "learning_rate": 5e-05, "loss": 0.0615, "step": 69 }, { "epoch": 2.765432098765432, "grad_norm": 0.08380809426307678, "learning_rate": 4.859768718620656e-05, "loss": 0.0616, "step": 70 }, { "epoch": 2.765432098765432, "eval_loss": 0.07049601525068283, "eval_runtime": 21.7497, "eval_samples_per_second": 2.069, "eval_steps_per_second": 2.069, "step": 70 }, { "epoch": 2.8049382716049385, "grad_norm": 0.08423994481563568, "learning_rate": 4.7196477638140404e-05, "loss": 0.0343, "step": 71 }, { "epoch": 2.8444444444444446, "grad_norm": 0.09435715526342392, "learning_rate": 4.579747375353763e-05, "loss": 0.0665, "step": 72 }, { "epoch": 2.8839506172839506, "grad_norm": 0.09836889803409576, "learning_rate": 4.4401776194834613e-05, "loss": 0.0583, "step": 73 }, { "epoch": 2.9234567901234567, "grad_norm": 0.10150245577096939, "learning_rate": 4.3010483023225045e-05, "loss": 0.0799, "step": 74 }, { "epoch": 2.962962962962963, "grad_norm": 0.11149924248456955, "learning_rate": 4.162468883476319e-05, "loss": 0.1349, "step": 75 }, { "epoch": 3.0024691358024693, "grad_norm": 0.1692681908607483, "learning_rate": 4.0245483899193595e-05, "loss": 0.1208, "step": 76 }, { "epoch": 3.0419753086419754, "grad_norm": 0.08621936291456223, "learning_rate": 3.887395330218429e-05, "loss": 0.0689, "step": 77 }, { "epoch": 3.0814814814814815, "grad_norm": 0.0897722989320755, "learning_rate": 3.7511176091638653e-05, "loss": 0.0939, "step": 78 }, { "epoch": 3.1209876543209876, "grad_norm": 0.09457165002822876, "learning_rate": 3.6158224428757535e-05, "loss": 0.0973, "step": 79 }, { "epoch": 3.1604938271604937, "grad_norm": 0.11529839783906937, "learning_rate": 3.4816162744519263e-05, "loss": 0.1267, "step": 80 }, { "epoch": 3.1604938271604937, "eval_loss": 0.07009167969226837, "eval_runtime": 21.7772, "eval_samples_per_second": 2.066, "eval_steps_per_second": 2.066, "step": 80 }, { "epoch": 3.2, "grad_norm": 0.09495740383863449, "learning_rate": 3.3486046902241664e-05, "loss": 0.0922, "step": 81 }, { "epoch": 3.2395061728395063, "grad_norm": 0.08246947079896927, "learning_rate": 3.216892336688435e-05, "loss": 0.0353, "step": 82 }, { "epoch": 3.2790123456790123, "grad_norm": 0.09393060952425003, "learning_rate": 3.086582838174551e-05, "loss": 0.084, "step": 83 }, { "epoch": 3.3185185185185184, "grad_norm": 0.0827101618051529, "learning_rate": 2.9577787153200197e-05, "loss": 0.0517, "step": 84 }, { "epoch": 3.3580246913580245, "grad_norm": 0.08497904986143112, "learning_rate": 2.8305813044122097e-05, "loss": 0.0573, "step": 85 }, { "epoch": 3.397530864197531, "grad_norm": 0.10192100703716278, "learning_rate": 2.705090677662311e-05, "loss": 0.0945, "step": 86 }, { "epoch": 3.437037037037037, "grad_norm": 0.09473208338022232, "learning_rate": 2.581405564473801e-05, "loss": 0.0732, "step": 87 }, { "epoch": 3.476543209876543, "grad_norm": 0.10408113151788712, "learning_rate": 2.459623273767354e-05, "loss": 0.0865, "step": 88 }, { "epoch": 3.5160493827160493, "grad_norm": 0.1016639694571495, "learning_rate": 2.3398396174233178e-05, "loss": 0.0642, "step": 89 }, { "epoch": 3.5555555555555554, "grad_norm": 0.11952732503414154, "learning_rate": 2.2221488349019903e-05, "loss": 0.0488, "step": 90 }, { "epoch": 3.5555555555555554, "eval_loss": 0.07015260308980942, "eval_runtime": 21.8065, "eval_samples_per_second": 2.064, "eval_steps_per_second": 2.064, "step": 90 }, { "epoch": 3.595061728395062, "grad_norm": 0.12438849359750748, "learning_rate": 2.1066435191009715e-05, "loss": 0.1102, "step": 91 }, { "epoch": 3.634567901234568, "grad_norm": 0.09344843029975891, "learning_rate": 1.9934145435079702e-05, "loss": 0.0846, "step": 92 }, { "epoch": 3.674074074074074, "grad_norm": 0.09065958112478256, "learning_rate": 1.8825509907063327e-05, "loss": 0.0617, "step": 93 }, { "epoch": 3.71358024691358, "grad_norm": 0.1886902004480362, "learning_rate": 1.774140082289563e-05, "loss": 0.0522, "step": 94 }, { "epoch": 3.753086419753086, "grad_norm": 0.09225163608789444, "learning_rate": 1.6682671102399805e-05, "loss": 0.048, "step": 95 }, { "epoch": 3.7925925925925927, "grad_norm": 0.07945277541875839, "learning_rate": 1.5650153698254916e-05, "loss": 0.0122, "step": 96 }, { "epoch": 3.832098765432099, "grad_norm": 0.11571206152439117, "learning_rate": 1.4644660940672627e-05, "loss": 0.0893, "step": 97 }, { "epoch": 3.871604938271605, "grad_norm": 0.1022576168179512, "learning_rate": 1.3666983898298657e-05, "loss": 0.0564, "step": 98 }, { "epoch": 3.911111111111111, "grad_norm": 0.11757322400808334, "learning_rate": 1.2717891755841722e-05, "loss": 0.1029, "step": 99 }, { "epoch": 3.950617283950617, "grad_norm": 0.10314515978097916, "learning_rate": 1.1798131208919627e-05, "loss": 0.0548, "step": 100 }, { "epoch": 3.950617283950617, "eval_loss": 0.06968548893928528, "eval_runtime": 21.8041, "eval_samples_per_second": 2.064, "eval_steps_per_second": 2.064, "step": 100 }, { "epoch": 3.9901234567901236, "grad_norm": 0.0980178639292717, "learning_rate": 1.090842587659851e-05, "loss": 0.0534, "step": 101 }, { "epoch": 4.029629629629629, "grad_norm": 0.16884902119636536, "learning_rate": 1.004947573208756e-05, "loss": 0.1559, "step": 102 }, { "epoch": 4.069135802469136, "grad_norm": 0.09049151837825775, "learning_rate": 9.221956552036992e-06, "loss": 0.047, "step": 103 }, { "epoch": 4.108641975308642, "grad_norm": 0.07266122847795486, "learning_rate": 8.426519384872733e-06, "loss": 0.0305, "step": 104 }, { "epoch": 4.148148148148148, "grad_norm": 0.1037364974617958, "learning_rate": 7.663790038585793e-06, "loss": 0.0883, "step": 105 }, { "epoch": 4.187654320987654, "grad_norm": 0.06758195906877518, "learning_rate": 6.934368588379553e-06, "loss": 0.0217, "step": 106 }, { "epoch": 4.22716049382716, "grad_norm": 0.12144804745912552, "learning_rate": 6.238828904562316e-06, "loss": 0.1045, "step": 107 }, { "epoch": 4.266666666666667, "grad_norm": 0.07703778892755508, "learning_rate": 5.577718201056392e-06, "loss": 0.0295, "step": 108 }, { "epoch": 4.306172839506173, "grad_norm": 0.10785632580518723, "learning_rate": 4.951556604879048e-06, "loss": 0.0831, "step": 109 }, { "epoch": 4.345679012345679, "grad_norm": 0.10297554731369019, "learning_rate": 4.360836746934055e-06, "loss": 0.0773, "step": 110 }, { "epoch": 4.345679012345679, "eval_loss": 0.06995988637208939, "eval_runtime": 21.8259, "eval_samples_per_second": 2.062, "eval_steps_per_second": 2.062, "step": 110 }, { "epoch": 4.385185185185185, "grad_norm": 0.09017482399940491, "learning_rate": 3.8060233744356633e-06, "loss": 0.0839, "step": 111 }, { "epoch": 4.424691358024692, "grad_norm": 0.09495143592357635, "learning_rate": 3.2875529852700147e-06, "loss": 0.0545, "step": 112 }, { "epoch": 4.4641975308641975, "grad_norm": 0.09739414602518082, "learning_rate": 2.8058334845816213e-06, "loss": 0.07, "step": 113 }, { "epoch": 4.503703703703704, "grad_norm": 0.09476127475500107, "learning_rate": 2.361243863855184e-06, "loss": 0.0704, "step": 114 }, { "epoch": 4.54320987654321, "grad_norm": 0.09785457700490952, "learning_rate": 1.9541339027450256e-06, "loss": 0.0694, "step": 115 }, { "epoch": 4.582716049382716, "grad_norm": 0.11750278621912003, "learning_rate": 1.584823893886933e-06, "loss": 0.1076, "step": 116 }, { "epoch": 4.622222222222222, "grad_norm": 0.10429148375988007, "learning_rate": 1.2536043909088191e-06, "loss": 0.0823, "step": 117 }, { "epoch": 4.661728395061728, "grad_norm": 0.07405687868595123, "learning_rate": 9.607359798384785e-07, "loss": 0.0269, "step": 118 }, { "epoch": 4.701234567901235, "grad_norm": 0.11975529789924622, "learning_rate": 7.064490740882057e-07, "loss": 0.1154, "step": 119 }, { "epoch": 4.7407407407407405, "grad_norm": 0.09624066203832626, "learning_rate": 4.909437331777179e-07, "loss": 0.0525, "step": 120 }, { "epoch": 4.7407407407407405, "eval_loss": 0.06996127963066101, "eval_runtime": 21.7895, "eval_samples_per_second": 2.065, "eval_steps_per_second": 2.065, "step": 120 }, { "epoch": 4.780246913580247, "grad_norm": 0.08022435754537582, "learning_rate": 3.143895053378698e-07, "loss": 0.0431, "step": 121 }, { "epoch": 4.8197530864197535, "grad_norm": 0.10740126669406891, "learning_rate": 1.7692529411904578e-07, "loss": 0.0665, "step": 122 }, { "epoch": 4.859259259259259, "grad_norm": 0.09020163118839264, "learning_rate": 7.865924910916977e-08, "loss": 0.0601, "step": 123 }, { "epoch": 4.898765432098766, "grad_norm": 0.0656752958893776, "learning_rate": 1.9668680847356735e-08, "loss": 0.0108, "step": 124 }, { "epoch": 4.938271604938271, "grad_norm": 0.09660234302282333, "learning_rate": 0.0, "loss": 0.0561, "step": 125 }, { "epoch": 4.938271604938271, "step": 125, "total_flos": 1.5152446730030285e+17, "train_loss": 0.0947436870187521, "train_runtime": 3639.791, "train_samples_per_second": 0.556, "train_steps_per_second": 0.034 } ], "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": 1.5152446730030285e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }