{ "best_metric": 0.05635024607181549, "best_model_checkpoint": "saves/psy-course-doc-info/Llama3-OpenBioLLM-8B/train/fold10/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": 0.5106512308120728, "learning_rate": 7.692307692307694e-06, "loss": 0.3801, "step": 1 }, { "epoch": 0.07901234567901234, "grad_norm": 0.5197479724884033, "learning_rate": 1.5384615384615387e-05, "loss": 0.3998, "step": 2 }, { "epoch": 0.11851851851851852, "grad_norm": 0.5541024208068848, "learning_rate": 2.307692307692308e-05, "loss": 0.3922, "step": 3 }, { "epoch": 0.1580246913580247, "grad_norm": 0.45151931047439575, "learning_rate": 3.0769230769230774e-05, "loss": 0.3526, "step": 4 }, { "epoch": 0.19753086419753085, "grad_norm": 0.6477484107017517, "learning_rate": 3.846153846153846e-05, "loss": 0.4106, "step": 5 }, { "epoch": 0.23703703703703705, "grad_norm": 0.4760902225971222, "learning_rate": 4.615384615384616e-05, "loss": 0.3415, "step": 6 }, { "epoch": 0.2765432098765432, "grad_norm": 0.5431287884712219, "learning_rate": 5.384615384615385e-05, "loss": 0.3451, "step": 7 }, { "epoch": 0.3160493827160494, "grad_norm": 0.49672189354896545, "learning_rate": 6.153846153846155e-05, "loss": 0.3091, "step": 8 }, { "epoch": 0.35555555555555557, "grad_norm": 0.4853785037994385, "learning_rate": 6.923076923076924e-05, "loss": 0.3165, "step": 9 }, { "epoch": 0.3950617283950617, "grad_norm": 0.3720289468765259, "learning_rate": 7.692307692307693e-05, "loss": 0.2596, "step": 10 }, { "epoch": 0.3950617283950617, "eval_loss": 0.2647669315338135, "eval_runtime": 26.8793, "eval_samples_per_second": 1.674, "eval_steps_per_second": 1.674, "step": 10 }, { "epoch": 0.4345679012345679, "grad_norm": 0.37194719910621643, "learning_rate": 8.461538461538461e-05, "loss": 0.2365, "step": 11 }, { "epoch": 0.4740740740740741, "grad_norm": 0.3608124554157257, "learning_rate": 9.230769230769232e-05, "loss": 0.2335, "step": 12 }, { "epoch": 0.5135802469135803, "grad_norm": 0.3505507707595825, "learning_rate": 0.0001, "loss": 0.2001, "step": 13 }, { "epoch": 0.5530864197530864, "grad_norm": 0.44979187846183777, "learning_rate": 9.998033131915266e-05, "loss": 0.1965, "step": 14 }, { "epoch": 0.5925925925925926, "grad_norm": 0.42948633432388306, "learning_rate": 9.992134075089084e-05, "loss": 0.2116, "step": 15 }, { "epoch": 0.6320987654320988, "grad_norm": 0.41949063539505005, "learning_rate": 9.982307470588098e-05, "loss": 0.1727, "step": 16 }, { "epoch": 0.671604938271605, "grad_norm": 0.2950837016105652, "learning_rate": 9.968561049466214e-05, "loss": 0.1671, "step": 17 }, { "epoch": 0.7111111111111111, "grad_norm": 0.3566131293773651, "learning_rate": 9.950905626682228e-05, "loss": 0.1546, "step": 18 }, { "epoch": 0.7506172839506173, "grad_norm": 0.29245322942733765, "learning_rate": 9.92935509259118e-05, "loss": 0.1469, "step": 19 }, { "epoch": 0.7901234567901234, "grad_norm": 0.3505765199661255, "learning_rate": 9.903926402016153e-05, "loss": 0.1329, "step": 20 }, { "epoch": 0.7901234567901234, "eval_loss": 0.1412116140127182, "eval_runtime": 26.6671, "eval_samples_per_second": 1.687, "eval_steps_per_second": 1.687, "step": 20 }, { "epoch": 0.8296296296296296, "grad_norm": 0.3860943019390106, "learning_rate": 9.874639560909117e-05, "loss": 0.1555, "step": 21 }, { "epoch": 0.8691358024691358, "grad_norm": 0.48947978019714355, "learning_rate": 9.841517610611309e-05, "loss": 0.1543, "step": 22 }, { "epoch": 0.908641975308642, "grad_norm": 0.27813488245010376, "learning_rate": 9.804586609725499e-05, "loss": 0.1194, "step": 23 }, { "epoch": 0.9481481481481482, "grad_norm": 0.3171389102935791, "learning_rate": 9.763875613614482e-05, "loss": 0.1116, "step": 24 }, { "epoch": 0.9876543209876543, "grad_norm": 0.3337157368659973, "learning_rate": 9.719416651541839e-05, "loss": 0.109, "step": 25 }, { "epoch": 1.0271604938271606, "grad_norm": 0.6166849136352539, "learning_rate": 9.671244701472999e-05, "loss": 0.2163, "step": 26 }, { "epoch": 1.0666666666666667, "grad_norm": 0.26566192507743835, "learning_rate": 9.619397662556435e-05, "loss": 0.0916, "step": 27 }, { "epoch": 1.106172839506173, "grad_norm": 0.2416645735502243, "learning_rate": 9.563916325306594e-05, "loss": 0.1117, "step": 28 }, { "epoch": 1.145679012345679, "grad_norm": 0.2803739011287689, "learning_rate": 9.504844339512095e-05, "loss": 0.1135, "step": 29 }, { "epoch": 1.1851851851851851, "grad_norm": 0.2800113558769226, "learning_rate": 9.442228179894362e-05, "loss": 0.1064, "step": 30 }, { "epoch": 1.1851851851851851, "eval_loss": 0.10077542066574097, "eval_runtime": 26.6492, "eval_samples_per_second": 1.689, "eval_steps_per_second": 1.689, "step": 30 }, { "epoch": 1.2246913580246914, "grad_norm": 0.307058721780777, "learning_rate": 9.376117109543769e-05, "loss": 0.0736, "step": 31 }, { "epoch": 1.2641975308641975, "grad_norm": 0.2415149062871933, "learning_rate": 9.306563141162046e-05, "loss": 0.1029, "step": 32 }, { "epoch": 1.3037037037037038, "grad_norm": 0.6246124505996704, "learning_rate": 9.233620996141421e-05, "loss": 0.1009, "step": 33 }, { "epoch": 1.34320987654321, "grad_norm": 0.3666404187679291, "learning_rate": 9.157348061512727e-05, "loss": 0.0811, "step": 34 }, { "epoch": 1.382716049382716, "grad_norm": 0.3263852596282959, "learning_rate": 9.077804344796302e-05, "loss": 0.0929, "step": 35 }, { "epoch": 1.4222222222222223, "grad_norm": 0.251973420381546, "learning_rate": 8.995052426791247e-05, "loss": 0.0924, "step": 36 }, { "epoch": 1.4617283950617284, "grad_norm": 0.36438342928886414, "learning_rate": 8.90915741234015e-05, "loss": 0.0908, "step": 37 }, { "epoch": 1.5012345679012347, "grad_norm": 0.2182905077934265, "learning_rate": 8.820186879108038e-05, "loss": 0.0701, "step": 38 }, { "epoch": 1.5407407407407407, "grad_norm": 0.2877175807952881, "learning_rate": 8.728210824415827e-05, "loss": 0.0792, "step": 39 }, { "epoch": 1.5802469135802468, "grad_norm": 0.385664701461792, "learning_rate": 8.633301610170135e-05, "loss": 0.0896, "step": 40 }, { "epoch": 1.5802469135802468, "eval_loss": 0.07914844900369644, "eval_runtime": 26.6379, "eval_samples_per_second": 1.689, "eval_steps_per_second": 1.689, "step": 40 }, { "epoch": 1.6197530864197531, "grad_norm": 0.22275643050670624, "learning_rate": 8.535533905932738e-05, "loss": 0.0726, "step": 41 }, { "epoch": 1.6592592592592592, "grad_norm": 0.25856339931488037, "learning_rate": 8.434984630174509e-05, "loss": 0.0742, "step": 42 }, { "epoch": 1.6987654320987655, "grad_norm": 0.280678927898407, "learning_rate": 8.33173288976002e-05, "loss": 0.0859, "step": 43 }, { "epoch": 1.7382716049382716, "grad_norm": 0.32174113392829895, "learning_rate": 8.225859917710439e-05, "loss": 0.0838, "step": 44 }, { "epoch": 1.7777777777777777, "grad_norm": 0.32980456948280334, "learning_rate": 8.117449009293668e-05, "loss": 0.0729, "step": 45 }, { "epoch": 1.817283950617284, "grad_norm": 0.3162074387073517, "learning_rate": 8.006585456492029e-05, "loss": 0.0748, "step": 46 }, { "epoch": 1.8567901234567903, "grad_norm": 0.32116860151290894, "learning_rate": 7.89335648089903e-05, "loss": 0.0801, "step": 47 }, { "epoch": 1.8962962962962964, "grad_norm": 0.3349587321281433, "learning_rate": 7.777851165098012e-05, "loss": 0.0697, "step": 48 }, { "epoch": 1.9358024691358025, "grad_norm": 0.2565605044364929, "learning_rate": 7.660160382576683e-05, "loss": 0.0601, "step": 49 }, { "epoch": 1.9753086419753085, "grad_norm": 0.23947444558143616, "learning_rate": 7.540376726232648e-05, "loss": 0.0653, "step": 50 }, { "epoch": 1.9753086419753085, "eval_loss": 0.06871605664491653, "eval_runtime": 26.6488, "eval_samples_per_second": 1.689, "eval_steps_per_second": 1.689, "step": 50 }, { "epoch": 2.0148148148148146, "grad_norm": 0.4944460391998291, "learning_rate": 7.4185944355262e-05, "loss": 0.1005, "step": 51 }, { "epoch": 2.054320987654321, "grad_norm": 0.2734723687171936, "learning_rate": 7.294909322337689e-05, "loss": 0.0587, "step": 52 }, { "epoch": 2.093827160493827, "grad_norm": 0.23888619244098663, "learning_rate": 7.169418695587791e-05, "loss": 0.055, "step": 53 }, { "epoch": 2.1333333333333333, "grad_norm": 0.23405200242996216, "learning_rate": 7.042221284679982e-05, "loss": 0.0703, "step": 54 }, { "epoch": 2.1728395061728394, "grad_norm": 0.2391197830438614, "learning_rate": 6.91341716182545e-05, "loss": 0.0628, "step": 55 }, { "epoch": 2.212345679012346, "grad_norm": 0.3020585775375366, "learning_rate": 6.783107663311565e-05, "loss": 0.0606, "step": 56 }, { "epoch": 2.251851851851852, "grad_norm": 0.3763893246650696, "learning_rate": 6.651395309775837e-05, "loss": 0.0842, "step": 57 }, { "epoch": 2.291358024691358, "grad_norm": 0.3066804111003876, "learning_rate": 6.518383725548074e-05, "loss": 0.0496, "step": 58 }, { "epoch": 2.330864197530864, "grad_norm": 0.3990039527416229, "learning_rate": 6.384177557124247e-05, "loss": 0.0566, "step": 59 }, { "epoch": 2.3703703703703702, "grad_norm": 0.3124942183494568, "learning_rate": 6.248882390836135e-05, "loss": 0.0631, "step": 60 }, { "epoch": 2.3703703703703702, "eval_loss": 0.06542201340198517, "eval_runtime": 26.6622, "eval_samples_per_second": 1.688, "eval_steps_per_second": 1.688, "step": 60 }, { "epoch": 2.4098765432098768, "grad_norm": 0.5814349055290222, "learning_rate": 6.112604669781572e-05, "loss": 0.0592, "step": 61 }, { "epoch": 2.449382716049383, "grad_norm": 0.33284786343574524, "learning_rate": 5.9754516100806423e-05, "loss": 0.0577, "step": 62 }, { "epoch": 2.488888888888889, "grad_norm": 0.20767299830913544, "learning_rate": 5.837531116523682e-05, "loss": 0.0478, "step": 63 }, { "epoch": 2.528395061728395, "grad_norm": 0.22555503249168396, "learning_rate": 5.698951697677498e-05, "loss": 0.0541, "step": 64 }, { "epoch": 2.567901234567901, "grad_norm": 0.332785427570343, "learning_rate": 5.559822380516539e-05, "loss": 0.0706, "step": 65 }, { "epoch": 2.6074074074074076, "grad_norm": 0.2584976553916931, "learning_rate": 5.420252624646238e-05, "loss": 0.0446, "step": 66 }, { "epoch": 2.6469135802469137, "grad_norm": 0.4790288805961609, "learning_rate": 5.2803522361859594e-05, "loss": 0.0582, "step": 67 }, { "epoch": 2.68641975308642, "grad_norm": 0.26346492767333984, "learning_rate": 5.140231281379345e-05, "loss": 0.047, "step": 68 }, { "epoch": 2.725925925925926, "grad_norm": 0.22466276586055756, "learning_rate": 5e-05, "loss": 0.0549, "step": 69 }, { "epoch": 2.765432098765432, "grad_norm": 0.3361237943172455, "learning_rate": 4.859768718620656e-05, "loss": 0.0644, "step": 70 }, { "epoch": 2.765432098765432, "eval_loss": 0.06151283532381058, "eval_runtime": 26.6672, "eval_samples_per_second": 1.687, "eval_steps_per_second": 1.687, "step": 70 }, { "epoch": 2.8049382716049385, "grad_norm": 0.330278605222702, "learning_rate": 4.7196477638140404e-05, "loss": 0.0511, "step": 71 }, { "epoch": 2.8444444444444446, "grad_norm": 0.28407612442970276, "learning_rate": 4.579747375353763e-05, "loss": 0.0618, "step": 72 }, { "epoch": 2.8839506172839506, "grad_norm": 0.21083402633666992, "learning_rate": 4.4401776194834613e-05, "loss": 0.0473, "step": 73 }, { "epoch": 2.9234567901234567, "grad_norm": 0.2578127682209015, "learning_rate": 4.3010483023225045e-05, "loss": 0.0543, "step": 74 }, { "epoch": 2.962962962962963, "grad_norm": 0.2544473111629486, "learning_rate": 4.162468883476319e-05, "loss": 0.0493, "step": 75 }, { "epoch": 3.0024691358024693, "grad_norm": 0.42693087458610535, "learning_rate": 4.0245483899193595e-05, "loss": 0.0864, "step": 76 }, { "epoch": 3.0419753086419754, "grad_norm": 0.26000139117240906, "learning_rate": 3.887395330218429e-05, "loss": 0.0469, "step": 77 }, { "epoch": 3.0814814814814815, "grad_norm": 0.2875065505504608, "learning_rate": 3.7511176091638653e-05, "loss": 0.055, "step": 78 }, { "epoch": 3.1209876543209876, "grad_norm": 0.34430980682373047, "learning_rate": 3.6158224428757535e-05, "loss": 0.0541, "step": 79 }, { "epoch": 3.1604938271604937, "grad_norm": 0.26267048716545105, "learning_rate": 3.4816162744519263e-05, "loss": 0.053, "step": 80 }, { "epoch": 3.1604938271604937, "eval_loss": 0.0588352307677269, "eval_runtime": 26.6759, "eval_samples_per_second": 1.687, "eval_steps_per_second": 1.687, "step": 80 }, { "epoch": 3.2, "grad_norm": 0.19224973022937775, "learning_rate": 3.3486046902241664e-05, "loss": 0.0418, "step": 81 }, { "epoch": 3.2395061728395063, "grad_norm": 0.22215387225151062, "learning_rate": 3.216892336688435e-05, "loss": 0.0479, "step": 82 }, { "epoch": 3.2790123456790123, "grad_norm": 0.22400641441345215, "learning_rate": 3.086582838174551e-05, "loss": 0.0459, "step": 83 }, { "epoch": 3.3185185185185184, "grad_norm": 0.183017298579216, "learning_rate": 2.9577787153200197e-05, "loss": 0.0405, "step": 84 }, { "epoch": 3.3580246913580245, "grad_norm": 0.19174188375473022, "learning_rate": 2.8305813044122097e-05, "loss": 0.0429, "step": 85 }, { "epoch": 3.397530864197531, "grad_norm": 0.22212091088294983, "learning_rate": 2.705090677662311e-05, "loss": 0.0489, "step": 86 }, { "epoch": 3.437037037037037, "grad_norm": 0.1947232335805893, "learning_rate": 2.581405564473801e-05, "loss": 0.0508, "step": 87 }, { "epoch": 3.476543209876543, "grad_norm": 0.21040835976600647, "learning_rate": 2.459623273767354e-05, "loss": 0.0469, "step": 88 }, { "epoch": 3.5160493827160493, "grad_norm": 0.4709972143173218, "learning_rate": 2.3398396174233178e-05, "loss": 0.0407, "step": 89 }, { "epoch": 3.5555555555555554, "grad_norm": 0.22298841178417206, "learning_rate": 2.2221488349019903e-05, "loss": 0.0483, "step": 90 }, { "epoch": 3.5555555555555554, "eval_loss": 0.0584028884768486, "eval_runtime": 26.7019, "eval_samples_per_second": 1.685, "eval_steps_per_second": 1.685, "step": 90 }, { "epoch": 3.595061728395062, "grad_norm": 0.2162885218858719, "learning_rate": 2.1066435191009715e-05, "loss": 0.0495, "step": 91 }, { "epoch": 3.634567901234568, "grad_norm": 0.21796809136867523, "learning_rate": 1.9934145435079702e-05, "loss": 0.0436, "step": 92 }, { "epoch": 3.674074074074074, "grad_norm": 0.22345155477523804, "learning_rate": 1.8825509907063327e-05, "loss": 0.0365, "step": 93 }, { "epoch": 3.71358024691358, "grad_norm": 0.2603382170200348, "learning_rate": 1.774140082289563e-05, "loss": 0.0484, "step": 94 }, { "epoch": 3.753086419753086, "grad_norm": 0.24862724542617798, "learning_rate": 1.6682671102399805e-05, "loss": 0.0589, "step": 95 }, { "epoch": 3.7925925925925927, "grad_norm": 0.22002187371253967, "learning_rate": 1.5650153698254916e-05, "loss": 0.0477, "step": 96 }, { "epoch": 3.832098765432099, "grad_norm": 0.24304182827472687, "learning_rate": 1.4644660940672627e-05, "loss": 0.0444, "step": 97 }, { "epoch": 3.871604938271605, "grad_norm": 0.23947277665138245, "learning_rate": 1.3666983898298657e-05, "loss": 0.0488, "step": 98 }, { "epoch": 3.911111111111111, "grad_norm": 0.18361547589302063, "learning_rate": 1.2717891755841722e-05, "loss": 0.0494, "step": 99 }, { "epoch": 3.950617283950617, "grad_norm": 0.27605804800987244, "learning_rate": 1.1798131208919627e-05, "loss": 0.0429, "step": 100 }, { "epoch": 3.950617283950617, "eval_loss": 0.05700517073273659, "eval_runtime": 26.6681, "eval_samples_per_second": 1.687, "eval_steps_per_second": 1.687, "step": 100 }, { "epoch": 3.9901234567901236, "grad_norm": 0.21074283123016357, "learning_rate": 1.090842587659851e-05, "loss": 0.0552, "step": 101 }, { "epoch": 4.029629629629629, "grad_norm": 0.27336469292640686, "learning_rate": 1.004947573208756e-05, "loss": 0.0601, "step": 102 }, { "epoch": 4.069135802469136, "grad_norm": 0.1823578029870987, "learning_rate": 9.221956552036992e-06, "loss": 0.0399, "step": 103 }, { "epoch": 4.108641975308642, "grad_norm": 0.25295290350914, "learning_rate": 8.426519384872733e-06, "loss": 0.0417, "step": 104 }, { "epoch": 4.148148148148148, "grad_norm": 0.25032609701156616, "learning_rate": 7.663790038585793e-06, "loss": 0.0385, "step": 105 }, { "epoch": 4.187654320987654, "grad_norm": 0.16043569147586823, "learning_rate": 6.934368588379553e-06, "loss": 0.0346, "step": 106 }, { "epoch": 4.22716049382716, "grad_norm": 0.21470704674720764, "learning_rate": 6.238828904562316e-06, "loss": 0.042, "step": 107 }, { "epoch": 4.266666666666667, "grad_norm": 0.15520083904266357, "learning_rate": 5.577718201056392e-06, "loss": 0.0335, "step": 108 }, { "epoch": 4.306172839506173, "grad_norm": 0.20020467042922974, "learning_rate": 4.951556604879048e-06, "loss": 0.0508, "step": 109 }, { "epoch": 4.345679012345679, "grad_norm": 0.1398831009864807, "learning_rate": 4.360836746934055e-06, "loss": 0.0395, "step": 110 }, { "epoch": 4.345679012345679, "eval_loss": 0.056530214846134186, "eval_runtime": 26.6778, "eval_samples_per_second": 1.687, "eval_steps_per_second": 1.687, "step": 110 }, { "epoch": 4.385185185185185, "grad_norm": 0.15054826438426971, "learning_rate": 3.8060233744356633e-06, "loss": 0.0383, "step": 111 }, { "epoch": 4.424691358024692, "grad_norm": 0.21434414386749268, "learning_rate": 3.2875529852700147e-06, "loss": 0.0539, "step": 112 }, { "epoch": 4.4641975308641975, "grad_norm": 0.18074269592761993, "learning_rate": 2.8058334845816213e-06, "loss": 0.0447, "step": 113 }, { "epoch": 4.503703703703704, "grad_norm": 0.2066810578107834, "learning_rate": 2.361243863855184e-06, "loss": 0.0491, "step": 114 }, { "epoch": 4.54320987654321, "grad_norm": 0.20090870559215546, "learning_rate": 1.9541339027450256e-06, "loss": 0.0437, "step": 115 }, { "epoch": 4.582716049382716, "grad_norm": 0.16595977544784546, "learning_rate": 1.584823893886933e-06, "loss": 0.0408, "step": 116 }, { "epoch": 4.622222222222222, "grad_norm": 0.18880052864551544, "learning_rate": 1.2536043909088191e-06, "loss": 0.043, "step": 117 }, { "epoch": 4.661728395061728, "grad_norm": 0.1966697871685028, "learning_rate": 9.607359798384785e-07, "loss": 0.0445, "step": 118 }, { "epoch": 4.701234567901235, "grad_norm": 0.15843984484672546, "learning_rate": 7.064490740882057e-07, "loss": 0.0395, "step": 119 }, { "epoch": 4.7407407407407405, "grad_norm": 0.21466957032680511, "learning_rate": 4.909437331777179e-07, "loss": 0.0509, "step": 120 }, { "epoch": 4.7407407407407405, "eval_loss": 0.05635024607181549, "eval_runtime": 26.6793, "eval_samples_per_second": 1.687, "eval_steps_per_second": 1.687, "step": 120 }, { "epoch": 4.780246913580247, "grad_norm": 0.18224985897541046, "learning_rate": 3.143895053378698e-07, "loss": 0.0385, "step": 121 }, { "epoch": 4.8197530864197535, "grad_norm": 0.17218565940856934, "learning_rate": 1.7692529411904578e-07, "loss": 0.0379, "step": 122 }, { "epoch": 4.859259259259259, "grad_norm": 0.2255355268716812, "learning_rate": 7.865924910916977e-08, "loss": 0.0411, "step": 123 }, { "epoch": 4.898765432098766, "grad_norm": 0.17646008729934692, "learning_rate": 1.9668680847356735e-08, "loss": 0.0429, "step": 124 }, { "epoch": 4.938271604938271, "grad_norm": 0.16532227396965027, "learning_rate": 0.0, "loss": 0.0388, "step": 125 }, { "epoch": 4.938271604938271, "step": 125, "total_flos": 1.691993656466473e+17, "train_loss": 0.09638942113518714, "train_runtime": 4778.291, "train_samples_per_second": 0.424, "train_steps_per_second": 0.026 } ], "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": 1.691993656466473e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }