{ "best_metric": 0.13639448583126068, "best_model_checkpoint": "saves/psy-course-info/Llama-3.1-8B-Instruct/train/fold1/checkpoint-110", "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": 2.3109540939331055, "learning_rate": 7.692307692307694e-06, "loss": 0.9611, "step": 1 }, { "epoch": 0.07901234567901234, "grad_norm": 2.082308530807495, "learning_rate": 1.5384615384615387e-05, "loss": 1.0588, "step": 2 }, { "epoch": 0.11851851851851852, "grad_norm": 2.2618260383605957, "learning_rate": 2.307692307692308e-05, "loss": 1.0562, "step": 3 }, { "epoch": 0.1580246913580247, "grad_norm": 2.406709909439087, "learning_rate": 3.0769230769230774e-05, "loss": 1.0666, "step": 4 }, { "epoch": 0.19753086419753085, "grad_norm": 2.4938302040100098, "learning_rate": 3.846153846153846e-05, "loss": 1.1054, "step": 5 }, { "epoch": 0.23703703703703705, "grad_norm": 2.4605789184570312, "learning_rate": 4.615384615384616e-05, "loss": 1.0038, "step": 6 }, { "epoch": 0.2765432098765432, "grad_norm": 2.292224407196045, "learning_rate": 5.384615384615385e-05, "loss": 0.8254, "step": 7 }, { "epoch": 0.3160493827160494, "grad_norm": 2.185123920440674, "learning_rate": 6.153846153846155e-05, "loss": 0.83, "step": 8 }, { "epoch": 0.35555555555555557, "grad_norm": 2.2921018600463867, "learning_rate": 6.923076923076924e-05, "loss": 0.769, "step": 9 }, { "epoch": 0.3950617283950617, "grad_norm": 1.7463761568069458, "learning_rate": 7.692307692307693e-05, "loss": 0.5097, "step": 10 }, { "epoch": 0.3950617283950617, "eval_loss": 0.50166916847229, "eval_runtime": 20.5269, "eval_samples_per_second": 2.192, "eval_steps_per_second": 2.192, "step": 10 }, { "epoch": 0.4345679012345679, "grad_norm": 1.1303447484970093, "learning_rate": 8.461538461538461e-05, "loss": 0.4805, "step": 11 }, { "epoch": 0.4740740740740741, "grad_norm": 1.0754010677337646, "learning_rate": 9.230769230769232e-05, "loss": 0.4989, "step": 12 }, { "epoch": 0.5135802469135803, "grad_norm": 1.1934067010879517, "learning_rate": 0.0001, "loss": 0.4617, "step": 13 }, { "epoch": 0.5530864197530864, "grad_norm": 1.2308547496795654, "learning_rate": 9.998033131915266e-05, "loss": 0.3374, "step": 14 }, { "epoch": 0.5925925925925926, "grad_norm": 0.9226139783859253, "learning_rate": 9.992134075089084e-05, "loss": 0.3549, "step": 15 }, { "epoch": 0.6320987654320988, "grad_norm": 0.988841712474823, "learning_rate": 9.982307470588098e-05, "loss": 0.3785, "step": 16 }, { "epoch": 0.671604938271605, "grad_norm": 0.7457419037818909, "learning_rate": 9.968561049466214e-05, "loss": 0.2204, "step": 17 }, { "epoch": 0.7111111111111111, "grad_norm": 0.8741199374198914, "learning_rate": 9.950905626682228e-05, "loss": 0.2605, "step": 18 }, { "epoch": 0.7506172839506173, "grad_norm": 0.6470901966094971, "learning_rate": 9.92935509259118e-05, "loss": 0.3, "step": 19 }, { "epoch": 0.7901234567901234, "grad_norm": 0.7841081619262695, "learning_rate": 9.903926402016153e-05, "loss": 0.2785, "step": 20 }, { "epoch": 0.7901234567901234, "eval_loss": 0.26816752552986145, "eval_runtime": 20.3438, "eval_samples_per_second": 2.212, "eval_steps_per_second": 2.212, "step": 20 }, { "epoch": 0.8296296296296296, "grad_norm": 0.7524680495262146, "learning_rate": 9.874639560909117e-05, "loss": 0.2056, "step": 21 }, { "epoch": 0.8691358024691358, "grad_norm": 0.7124984860420227, "learning_rate": 9.841517610611309e-05, "loss": 0.2238, "step": 22 }, { "epoch": 0.908641975308642, "grad_norm": 0.6577532887458801, "learning_rate": 9.804586609725499e-05, "loss": 0.1979, "step": 23 }, { "epoch": 0.9481481481481482, "grad_norm": 0.6914678812026978, "learning_rate": 9.763875613614482e-05, "loss": 0.25, "step": 24 }, { "epoch": 0.9876543209876543, "grad_norm": 0.5763030648231506, "learning_rate": 9.719416651541839e-05, "loss": 0.2765, "step": 25 }, { "epoch": 1.0271604938271606, "grad_norm": 1.0368987321853638, "learning_rate": 9.671244701472999e-05, "loss": 0.3602, "step": 26 }, { "epoch": 1.0666666666666667, "grad_norm": 0.5198214054107666, "learning_rate": 9.619397662556435e-05, "loss": 0.1786, "step": 27 }, { "epoch": 1.106172839506173, "grad_norm": 0.7383129596710205, "learning_rate": 9.563916325306594e-05, "loss": 0.2977, "step": 28 }, { "epoch": 1.145679012345679, "grad_norm": 0.5574641227722168, "learning_rate": 9.504844339512095e-05, "loss": 0.1681, "step": 29 }, { "epoch": 1.1851851851851851, "grad_norm": 0.6689660549163818, "learning_rate": 9.442228179894362e-05, "loss": 0.2167, "step": 30 }, { "epoch": 1.1851851851851851, "eval_loss": 0.2089647352695465, "eval_runtime": 20.3465, "eval_samples_per_second": 2.212, "eval_steps_per_second": 2.212, "step": 30 }, { "epoch": 1.2246913580246914, "grad_norm": 0.6699718236923218, "learning_rate": 9.376117109543769e-05, "loss": 0.1961, "step": 31 }, { "epoch": 1.2641975308641975, "grad_norm": 0.7284748554229736, "learning_rate": 9.306563141162046e-05, "loss": 0.2162, "step": 32 }, { "epoch": 1.3037037037037038, "grad_norm": 0.6915841698646545, "learning_rate": 9.233620996141421e-05, "loss": 0.2124, "step": 33 }, { "epoch": 1.34320987654321, "grad_norm": 0.519946813583374, "learning_rate": 9.157348061512727e-05, "loss": 0.1442, "step": 34 }, { "epoch": 1.382716049382716, "grad_norm": 0.5355948209762573, "learning_rate": 9.077804344796302e-05, "loss": 0.1971, "step": 35 }, { "epoch": 1.4222222222222223, "grad_norm": 0.6616201996803284, "learning_rate": 8.995052426791247e-05, "loss": 0.1746, "step": 36 }, { "epoch": 1.4617283950617284, "grad_norm": 0.5256274938583374, "learning_rate": 8.90915741234015e-05, "loss": 0.1296, "step": 37 }, { "epoch": 1.5012345679012347, "grad_norm": 0.4515187740325928, "learning_rate": 8.820186879108038e-05, "loss": 0.134, "step": 38 }, { "epoch": 1.5407407407407407, "grad_norm": 0.5253787040710449, "learning_rate": 8.728210824415827e-05, "loss": 0.1659, "step": 39 }, { "epoch": 1.5802469135802468, "grad_norm": 0.45497235655784607, "learning_rate": 8.633301610170135e-05, "loss": 0.1286, "step": 40 }, { "epoch": 1.5802469135802468, "eval_loss": 0.1793409287929535, "eval_runtime": 20.3258, "eval_samples_per_second": 2.214, "eval_steps_per_second": 2.214, "step": 40 }, { "epoch": 1.6197530864197531, "grad_norm": 0.6480584740638733, "learning_rate": 8.535533905932738e-05, "loss": 0.1891, "step": 41 }, { "epoch": 1.6592592592592592, "grad_norm": 0.5718190670013428, "learning_rate": 8.434984630174509e-05, "loss": 0.1378, "step": 42 }, { "epoch": 1.6987654320987655, "grad_norm": 0.5053886771202087, "learning_rate": 8.33173288976002e-05, "loss": 0.1531, "step": 43 }, { "epoch": 1.7382716049382716, "grad_norm": 0.4558612108230591, "learning_rate": 8.225859917710439e-05, "loss": 0.1226, "step": 44 }, { "epoch": 1.7777777777777777, "grad_norm": 0.6837159395217896, "learning_rate": 8.117449009293668e-05, "loss": 0.2131, "step": 45 }, { "epoch": 1.817283950617284, "grad_norm": 0.48203045129776, "learning_rate": 8.006585456492029e-05, "loss": 0.1513, "step": 46 }, { "epoch": 1.8567901234567903, "grad_norm": 0.5914492011070251, "learning_rate": 7.89335648089903e-05, "loss": 0.1374, "step": 47 }, { "epoch": 1.8962962962962964, "grad_norm": 0.5378906726837158, "learning_rate": 7.777851165098012e-05, "loss": 0.1208, "step": 48 }, { "epoch": 1.9358024691358025, "grad_norm": 0.6833844780921936, "learning_rate": 7.660160382576683e-05, "loss": 0.208, "step": 49 }, { "epoch": 1.9753086419753085, "grad_norm": 0.627691924571991, "learning_rate": 7.540376726232648e-05, "loss": 0.1316, "step": 50 }, { "epoch": 1.9753086419753085, "eval_loss": 0.1629895716905594, "eval_runtime": 20.3173, "eval_samples_per_second": 2.215, "eval_steps_per_second": 2.215, "step": 50 }, { "epoch": 2.0148148148148146, "grad_norm": 1.2937793731689453, "learning_rate": 7.4185944355262e-05, "loss": 0.2278, "step": 51 }, { "epoch": 2.054320987654321, "grad_norm": 0.57529616355896, "learning_rate": 7.294909322337689e-05, "loss": 0.1019, "step": 52 }, { "epoch": 2.093827160493827, "grad_norm": 0.49444466829299927, "learning_rate": 7.169418695587791e-05, "loss": 0.1099, "step": 53 }, { "epoch": 2.1333333333333333, "grad_norm": 0.6463546752929688, "learning_rate": 7.042221284679982e-05, "loss": 0.1617, "step": 54 }, { "epoch": 2.1728395061728394, "grad_norm": 0.5653361082077026, "learning_rate": 6.91341716182545e-05, "loss": 0.1249, "step": 55 }, { "epoch": 2.212345679012346, "grad_norm": 0.7671560049057007, "learning_rate": 6.783107663311565e-05, "loss": 0.1419, "step": 56 }, { "epoch": 2.251851851851852, "grad_norm": 0.5202463865280151, "learning_rate": 6.651395309775837e-05, "loss": 0.0929, "step": 57 }, { "epoch": 2.291358024691358, "grad_norm": 0.5105649828910828, "learning_rate": 6.518383725548074e-05, "loss": 0.1009, "step": 58 }, { "epoch": 2.330864197530864, "grad_norm": 0.5990962386131287, "learning_rate": 6.384177557124247e-05, "loss": 0.0973, "step": 59 }, { "epoch": 2.3703703703703702, "grad_norm": 0.5300285220146179, "learning_rate": 6.248882390836135e-05, "loss": 0.0983, "step": 60 }, { "epoch": 2.3703703703703702, "eval_loss": 0.15547770261764526, "eval_runtime": 20.3176, "eval_samples_per_second": 2.215, "eval_steps_per_second": 2.215, "step": 60 }, { "epoch": 2.4098765432098768, "grad_norm": 0.5568869113922119, "learning_rate": 6.112604669781572e-05, "loss": 0.104, "step": 61 }, { "epoch": 2.449382716049383, "grad_norm": 0.8138154745101929, "learning_rate": 5.9754516100806423e-05, "loss": 0.1856, "step": 62 }, { "epoch": 2.488888888888889, "grad_norm": 0.6068644523620605, "learning_rate": 5.837531116523682e-05, "loss": 0.1416, "step": 63 }, { "epoch": 2.528395061728395, "grad_norm": 0.5877388715744019, "learning_rate": 5.698951697677498e-05, "loss": 0.1593, "step": 64 }, { "epoch": 2.567901234567901, "grad_norm": 0.7030817866325378, "learning_rate": 5.559822380516539e-05, "loss": 0.121, "step": 65 }, { "epoch": 2.6074074074074076, "grad_norm": 0.5983666777610779, "learning_rate": 5.420252624646238e-05, "loss": 0.1054, "step": 66 }, { "epoch": 2.6469135802469137, "grad_norm": 0.679406464099884, "learning_rate": 5.2803522361859594e-05, "loss": 0.1083, "step": 67 }, { "epoch": 2.68641975308642, "grad_norm": 0.48212310671806335, "learning_rate": 5.140231281379345e-05, "loss": 0.0894, "step": 68 }, { "epoch": 2.725925925925926, "grad_norm": 0.4551392197608948, "learning_rate": 5e-05, "loss": 0.0734, "step": 69 }, { "epoch": 2.765432098765432, "grad_norm": 0.5142531394958496, "learning_rate": 4.859768718620656e-05, "loss": 0.0841, "step": 70 }, { "epoch": 2.765432098765432, "eval_loss": 0.14099685847759247, "eval_runtime": 20.3571, "eval_samples_per_second": 2.211, "eval_steps_per_second": 2.211, "step": 70 }, { "epoch": 2.8049382716049385, "grad_norm": 0.5010219216346741, "learning_rate": 4.7196477638140404e-05, "loss": 0.0726, "step": 71 }, { "epoch": 2.8444444444444446, "grad_norm": 0.7426236867904663, "learning_rate": 4.579747375353763e-05, "loss": 0.1493, "step": 72 }, { "epoch": 2.8839506172839506, "grad_norm": 0.7199246883392334, "learning_rate": 4.4401776194834613e-05, "loss": 0.1654, "step": 73 }, { "epoch": 2.9234567901234567, "grad_norm": 0.5517510771751404, "learning_rate": 4.3010483023225045e-05, "loss": 0.1061, "step": 74 }, { "epoch": 2.962962962962963, "grad_norm": 0.7038676738739014, "learning_rate": 4.162468883476319e-05, "loss": 0.1202, "step": 75 }, { "epoch": 3.0024691358024693, "grad_norm": 1.246543288230896, "learning_rate": 4.0245483899193595e-05, "loss": 0.2317, "step": 76 }, { "epoch": 3.0419753086419754, "grad_norm": 0.5992555618286133, "learning_rate": 3.887395330218429e-05, "loss": 0.0716, "step": 77 }, { "epoch": 3.0814814814814815, "grad_norm": 0.5780710577964783, "learning_rate": 3.7511176091638653e-05, "loss": 0.088, "step": 78 }, { "epoch": 3.1209876543209876, "grad_norm": 0.5821602940559387, "learning_rate": 3.6158224428757535e-05, "loss": 0.1024, "step": 79 }, { "epoch": 3.1604938271604937, "grad_norm": 0.42940643429756165, "learning_rate": 3.4816162744519263e-05, "loss": 0.0698, "step": 80 }, { "epoch": 3.1604938271604937, "eval_loss": 0.14060449600219727, "eval_runtime": 20.3522, "eval_samples_per_second": 2.211, "eval_steps_per_second": 2.211, "step": 80 }, { "epoch": 3.2, "grad_norm": 0.45006582140922546, "learning_rate": 3.3486046902241664e-05, "loss": 0.0754, "step": 81 }, { "epoch": 3.2395061728395063, "grad_norm": 0.48834219574928284, "learning_rate": 3.216892336688435e-05, "loss": 0.0766, "step": 82 }, { "epoch": 3.2790123456790123, "grad_norm": 0.507691502571106, "learning_rate": 3.086582838174551e-05, "loss": 0.066, "step": 83 }, { "epoch": 3.3185185185185184, "grad_norm": 0.5751940011978149, "learning_rate": 2.9577787153200197e-05, "loss": 0.0984, "step": 84 }, { "epoch": 3.3580246913580245, "grad_norm": 0.6298004984855652, "learning_rate": 2.8305813044122097e-05, "loss": 0.0933, "step": 85 }, { "epoch": 3.397530864197531, "grad_norm": 0.6288267970085144, "learning_rate": 2.705090677662311e-05, "loss": 0.0887, "step": 86 }, { "epoch": 3.437037037037037, "grad_norm": 0.6801175475120544, "learning_rate": 2.581405564473801e-05, "loss": 0.1088, "step": 87 }, { "epoch": 3.476543209876543, "grad_norm": 0.5467590689659119, "learning_rate": 2.459623273767354e-05, "loss": 0.0724, "step": 88 }, { "epoch": 3.5160493827160493, "grad_norm": 0.5094563364982605, "learning_rate": 2.3398396174233178e-05, "loss": 0.0859, "step": 89 }, { "epoch": 3.5555555555555554, "grad_norm": 0.64423668384552, "learning_rate": 2.2221488349019903e-05, "loss": 0.0833, "step": 90 }, { "epoch": 3.5555555555555554, "eval_loss": 0.14073924720287323, "eval_runtime": 20.3477, "eval_samples_per_second": 2.212, "eval_steps_per_second": 2.212, "step": 90 }, { "epoch": 3.595061728395062, "grad_norm": 0.8250247836112976, "learning_rate": 2.1066435191009715e-05, "loss": 0.1253, "step": 91 }, { "epoch": 3.634567901234568, "grad_norm": 0.6464321613311768, "learning_rate": 1.9934145435079702e-05, "loss": 0.0873, "step": 92 }, { "epoch": 3.674074074074074, "grad_norm": 0.8022705912590027, "learning_rate": 1.8825509907063327e-05, "loss": 0.0973, "step": 93 }, { "epoch": 3.71358024691358, "grad_norm": 0.6564443707466125, "learning_rate": 1.774140082289563e-05, "loss": 0.0835, "step": 94 }, { "epoch": 3.753086419753086, "grad_norm": 0.6606995463371277, "learning_rate": 1.6682671102399805e-05, "loss": 0.0786, "step": 95 }, { "epoch": 3.7925925925925927, "grad_norm": 0.5810480713844299, "learning_rate": 1.5650153698254916e-05, "loss": 0.0658, "step": 96 }, { "epoch": 3.832098765432099, "grad_norm": 0.7227704524993896, "learning_rate": 1.4644660940672627e-05, "loss": 0.1003, "step": 97 }, { "epoch": 3.871604938271605, "grad_norm": 0.5376269817352295, "learning_rate": 1.3666983898298657e-05, "loss": 0.0667, "step": 98 }, { "epoch": 3.911111111111111, "grad_norm": 0.7949172854423523, "learning_rate": 1.2717891755841722e-05, "loss": 0.0845, "step": 99 }, { "epoch": 3.950617283950617, "grad_norm": 0.6909992694854736, "learning_rate": 1.1798131208919627e-05, "loss": 0.1042, "step": 100 }, { "epoch": 3.950617283950617, "eval_loss": 0.13755826652050018, "eval_runtime": 20.3384, "eval_samples_per_second": 2.213, "eval_steps_per_second": 2.213, "step": 100 }, { "epoch": 3.9901234567901236, "grad_norm": 0.8960546255111694, "learning_rate": 1.090842587659851e-05, "loss": 0.1005, "step": 101 }, { "epoch": 4.029629629629629, "grad_norm": 1.2441284656524658, "learning_rate": 1.004947573208756e-05, "loss": 0.1229, "step": 102 }, { "epoch": 4.069135802469136, "grad_norm": 0.42859789729118347, "learning_rate": 9.221956552036992e-06, "loss": 0.0632, "step": 103 }, { "epoch": 4.108641975308642, "grad_norm": 0.6869874596595764, "learning_rate": 8.426519384872733e-06, "loss": 0.0708, "step": 104 }, { "epoch": 4.148148148148148, "grad_norm": 0.6626088619232178, "learning_rate": 7.663790038585793e-06, "loss": 0.0644, "step": 105 }, { "epoch": 4.187654320987654, "grad_norm": 0.5837427973747253, "learning_rate": 6.934368588379553e-06, "loss": 0.084, "step": 106 }, { "epoch": 4.22716049382716, "grad_norm": 0.5425164103507996, "learning_rate": 6.238828904562316e-06, "loss": 0.0657, "step": 107 }, { "epoch": 4.266666666666667, "grad_norm": 0.5814228653907776, "learning_rate": 5.577718201056392e-06, "loss": 0.0938, "step": 108 }, { "epoch": 4.306172839506173, "grad_norm": 0.6324732303619385, "learning_rate": 4.951556604879048e-06, "loss": 0.0699, "step": 109 }, { "epoch": 4.345679012345679, "grad_norm": 0.4230460822582245, "learning_rate": 4.360836746934055e-06, "loss": 0.0525, "step": 110 }, { "epoch": 4.345679012345679, "eval_loss": 0.13639448583126068, "eval_runtime": 20.335, "eval_samples_per_second": 2.213, "eval_steps_per_second": 2.213, "step": 110 }, { "epoch": 4.385185185185185, "grad_norm": 0.6080125570297241, "learning_rate": 3.8060233744356633e-06, "loss": 0.0722, "step": 111 }, { "epoch": 4.424691358024692, "grad_norm": 0.5740337371826172, "learning_rate": 3.2875529852700147e-06, "loss": 0.075, "step": 112 }, { "epoch": 4.4641975308641975, "grad_norm": 0.5020829439163208, "learning_rate": 2.8058334845816213e-06, "loss": 0.0526, "step": 113 }, { "epoch": 4.503703703703704, "grad_norm": 0.4903480112552643, "learning_rate": 2.361243863855184e-06, "loss": 0.076, "step": 114 }, { "epoch": 4.54320987654321, "grad_norm": 0.49024227261543274, "learning_rate": 1.9541339027450256e-06, "loss": 0.0623, "step": 115 }, { "epoch": 4.582716049382716, "grad_norm": 0.567720890045166, "learning_rate": 1.584823893886933e-06, "loss": 0.0591, "step": 116 }, { "epoch": 4.622222222222222, "grad_norm": 0.543394923210144, "learning_rate": 1.2536043909088191e-06, "loss": 0.0669, "step": 117 }, { "epoch": 4.661728395061728, "grad_norm": 0.46298304200172424, "learning_rate": 9.607359798384785e-07, "loss": 0.064, "step": 118 }, { "epoch": 4.701234567901235, "grad_norm": 0.6411653161048889, "learning_rate": 7.064490740882057e-07, "loss": 0.0768, "step": 119 }, { "epoch": 4.7407407407407405, "grad_norm": 0.5906421542167664, "learning_rate": 4.909437331777179e-07, "loss": 0.0578, "step": 120 }, { "epoch": 4.7407407407407405, "eval_loss": 0.13699409365653992, "eval_runtime": 20.3557, "eval_samples_per_second": 2.211, "eval_steps_per_second": 2.211, "step": 120 }, { "epoch": 4.780246913580247, "grad_norm": 0.612849235534668, "learning_rate": 3.143895053378698e-07, "loss": 0.0599, "step": 121 }, { "epoch": 4.8197530864197535, "grad_norm": 0.669669508934021, "learning_rate": 1.7692529411904578e-07, "loss": 0.0924, "step": 122 }, { "epoch": 4.859259259259259, "grad_norm": 0.6300934553146362, "learning_rate": 7.865924910916977e-08, "loss": 0.0598, "step": 123 }, { "epoch": 4.898765432098766, "grad_norm": 0.7341448664665222, "learning_rate": 1.9668680847356735e-08, "loss": 0.0854, "step": 124 }, { "epoch": 4.938271604938271, "grad_norm": 0.675413966178894, "learning_rate": 0.0, "loss": 0.1055, "step": 125 }, { "epoch": 4.938271604938271, "step": 125, "total_flos": 1.2628188898630042e+17, "train_loss": 0.20478209415078164, "train_runtime": 3504.6791, "train_samples_per_second": 0.578, "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": 1.2628188898630042e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }