{ "best_metric": 1.0839496850967407, "best_model_checkpoint": "data/Llama-31-8B_task-2_60-samples_config-4_full/checkpoint-267", "epoch": 99.82608695652173, "eval_steps": 500, "global_step": 287, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.34782608695652173, "grad_norm": 0.5254858136177063, "learning_rate": 3.3333333333333335e-07, "loss": 1.6001, "step": 1 }, { "epoch": 0.6956521739130435, "grad_norm": 0.48315590620040894, "learning_rate": 6.666666666666667e-07, "loss": 1.5658, "step": 2 }, { "epoch": 0.6956521739130435, "eval_loss": 1.5853713750839233, "eval_runtime": 12.9778, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 2 }, { "epoch": 1.391304347826087, "grad_norm": 0.4942804276943207, "learning_rate": 1.3333333333333334e-06, "loss": 1.5728, "step": 4 }, { "epoch": 1.7391304347826086, "eval_loss": 1.583631992340088, "eval_runtime": 12.9766, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 5 }, { "epoch": 2.0869565217391304, "grad_norm": 0.5288798809051514, "learning_rate": 2.0000000000000003e-06, "loss": 1.5934, "step": 6 }, { "epoch": 2.782608695652174, "grad_norm": 0.5049395561218262, "learning_rate": 2.666666666666667e-06, "loss": 1.583, "step": 8 }, { "epoch": 2.782608695652174, "eval_loss": 1.580271601676941, "eval_runtime": 12.9795, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 8 }, { "epoch": 3.4782608695652173, "grad_norm": 0.468879371881485, "learning_rate": 3.3333333333333333e-06, "loss": 1.562, "step": 10 }, { "epoch": 3.8260869565217392, "eval_loss": 1.5752835273742676, "eval_runtime": 12.9747, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 11 }, { "epoch": 4.173913043478261, "grad_norm": 0.45035144686698914, "learning_rate": 4.000000000000001e-06, "loss": 1.5779, "step": 12 }, { "epoch": 4.869565217391305, "grad_norm": 0.44937947392463684, "learning_rate": 4.666666666666667e-06, "loss": 1.5687, "step": 14 }, { "epoch": 4.869565217391305, "eval_loss": 1.5688363313674927, "eval_runtime": 12.9875, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 14 }, { "epoch": 5.565217391304348, "grad_norm": 0.439909964799881, "learning_rate": 5.333333333333334e-06, "loss": 1.5495, "step": 16 }, { "epoch": 5.913043478260869, "eval_loss": 1.5600029230117798, "eval_runtime": 12.9772, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 17 }, { "epoch": 6.260869565217392, "grad_norm": 0.4658964276313782, "learning_rate": 6e-06, "loss": 1.5541, "step": 18 }, { "epoch": 6.956521739130435, "grad_norm": 0.5037180185317993, "learning_rate": 6.666666666666667e-06, "loss": 1.5493, "step": 20 }, { "epoch": 6.956521739130435, "eval_loss": 1.548214316368103, "eval_runtime": 12.9784, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 20 }, { "epoch": 7.6521739130434785, "grad_norm": 0.47590604424476624, "learning_rate": 7.333333333333333e-06, "loss": 1.5379, "step": 22 }, { "epoch": 8.0, "eval_loss": 1.5340198278427124, "eval_runtime": 12.9772, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 23 }, { "epoch": 8.347826086956522, "grad_norm": 0.4758809506893158, "learning_rate": 8.000000000000001e-06, "loss": 1.5155, "step": 24 }, { "epoch": 8.695652173913043, "eval_loss": 1.5222147703170776, "eval_runtime": 12.9749, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 25 }, { "epoch": 9.043478260869565, "grad_norm": 0.44333091378211975, "learning_rate": 8.666666666666668e-06, "loss": 1.5287, "step": 26 }, { "epoch": 9.73913043478261, "grad_norm": 0.4040922224521637, "learning_rate": 9.333333333333334e-06, "loss": 1.5131, "step": 28 }, { "epoch": 9.73913043478261, "eval_loss": 1.5057040452957153, "eval_runtime": 12.977, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 28 }, { "epoch": 10.434782608695652, "grad_norm": 0.39793452620506287, "learning_rate": 1e-05, "loss": 1.4971, "step": 30 }, { "epoch": 10.782608695652174, "eval_loss": 1.4859318733215332, "eval_runtime": 12.9807, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 31 }, { "epoch": 11.130434782608695, "grad_norm": 0.4213944971561432, "learning_rate": 9.99864620589731e-06, "loss": 1.4727, "step": 32 }, { "epoch": 11.826086956521738, "grad_norm": 0.4004620909690857, "learning_rate": 9.994585556692624e-06, "loss": 1.4675, "step": 34 }, { "epoch": 11.826086956521738, "eval_loss": 1.4652339220046997, "eval_runtime": 12.9758, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 34 }, { "epoch": 12.521739130434783, "grad_norm": 0.35341501235961914, "learning_rate": 9.987820251299121e-06, "loss": 1.4518, "step": 36 }, { "epoch": 12.869565217391305, "eval_loss": 1.4474080801010132, "eval_runtime": 12.9771, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 37 }, { "epoch": 13.217391304347826, "grad_norm": 0.31634095311164856, "learning_rate": 9.978353953249023e-06, "loss": 1.4225, "step": 38 }, { "epoch": 13.91304347826087, "grad_norm": 0.32467326521873474, "learning_rate": 9.966191788709716e-06, "loss": 1.4267, "step": 40 }, { "epoch": 13.91304347826087, "eval_loss": 1.4301291704177856, "eval_runtime": 12.9757, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 40 }, { "epoch": 14.608695652173914, "grad_norm": 0.3214071989059448, "learning_rate": 9.951340343707852e-06, "loss": 1.4004, "step": 42 }, { "epoch": 14.956521739130435, "eval_loss": 1.413205623626709, "eval_runtime": 12.9784, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 43 }, { "epoch": 15.304347826086957, "grad_norm": 0.26766690611839294, "learning_rate": 9.933807660562898e-06, "loss": 1.3894, "step": 44 }, { "epoch": 16.0, "grad_norm": 0.24698252975940704, "learning_rate": 9.913603233532067e-06, "loss": 1.3993, "step": 46 }, { "epoch": 16.0, "eval_loss": 1.3975735902786255, "eval_runtime": 12.9795, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 46 }, { "epoch": 16.695652173913043, "grad_norm": 0.2775205671787262, "learning_rate": 9.890738003669029e-06, "loss": 1.3748, "step": 48 }, { "epoch": 16.695652173913043, "eval_loss": 1.3880764245986938, "eval_runtime": 12.9755, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 48 }, { "epoch": 17.391304347826086, "grad_norm": 0.2671767473220825, "learning_rate": 9.86522435289912e-06, "loss": 1.3664, "step": 50 }, { "epoch": 17.73913043478261, "eval_loss": 1.3743128776550293, "eval_runtime": 12.98, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 51 }, { "epoch": 18.08695652173913, "grad_norm": 0.23573799431324005, "learning_rate": 9.83707609731432e-06, "loss": 1.3404, "step": 52 }, { "epoch": 18.782608695652176, "grad_norm": 0.23537954688072205, "learning_rate": 9.806308479691595e-06, "loss": 1.3465, "step": 54 }, { "epoch": 18.782608695652176, "eval_loss": 1.361410140991211, "eval_runtime": 12.9811, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 54 }, { "epoch": 19.47826086956522, "grad_norm": 0.24991613626480103, "learning_rate": 9.77293816123866e-06, "loss": 1.3407, "step": 56 }, { "epoch": 19.82608695652174, "eval_loss": 1.3488320112228394, "eval_runtime": 12.9784, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 57 }, { "epoch": 20.17391304347826, "grad_norm": 0.22332234680652618, "learning_rate": 9.736983212571646e-06, "loss": 1.3237, "step": 58 }, { "epoch": 20.869565217391305, "grad_norm": 0.225299671292305, "learning_rate": 9.698463103929542e-06, "loss": 1.32, "step": 60 }, { "epoch": 20.869565217391305, "eval_loss": 1.3369255065917969, "eval_runtime": 12.9791, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 60 }, { "epoch": 21.565217391304348, "grad_norm": 0.24724063277244568, "learning_rate": 9.657398694630713e-06, "loss": 1.305, "step": 62 }, { "epoch": 21.91304347826087, "eval_loss": 1.3247287273406982, "eval_runtime": 12.9775, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 63 }, { "epoch": 22.26086956521739, "grad_norm": 0.24492307007312775, "learning_rate": 9.613812221777212e-06, "loss": 1.2923, "step": 64 }, { "epoch": 22.956521739130434, "grad_norm": 0.2448989301919937, "learning_rate": 9.567727288213005e-06, "loss": 1.281, "step": 66 }, { "epoch": 22.956521739130434, "eval_loss": 1.3119220733642578, "eval_runtime": 12.9822, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 66 }, { "epoch": 23.652173913043477, "grad_norm": 0.22922120988368988, "learning_rate": 9.519168849742603e-06, "loss": 1.2869, "step": 68 }, { "epoch": 24.0, "eval_loss": 1.298582911491394, "eval_runtime": 12.9756, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 69 }, { "epoch": 24.347826086956523, "grad_norm": 0.20991288125514984, "learning_rate": 9.468163201617063e-06, "loss": 1.2523, "step": 70 }, { "epoch": 24.695652173913043, "eval_loss": 1.2903255224227905, "eval_runtime": 12.978, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 71 }, { "epoch": 25.043478260869566, "grad_norm": 0.22222064435482025, "learning_rate": 9.414737964294636e-06, "loss": 1.2628, "step": 72 }, { "epoch": 25.73913043478261, "grad_norm": 0.21490232646465302, "learning_rate": 9.358922068483813e-06, "loss": 1.2642, "step": 74 }, { "epoch": 25.73913043478261, "eval_loss": 1.278277039527893, "eval_runtime": 12.9804, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 74 }, { "epoch": 26.434782608695652, "grad_norm": 0.22001975774765015, "learning_rate": 9.30074573947683e-06, "loss": 1.2323, "step": 76 }, { "epoch": 26.782608695652176, "eval_loss": 1.265702247619629, "eval_runtime": 12.9772, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 77 }, { "epoch": 27.130434782608695, "grad_norm": 0.20034939050674438, "learning_rate": 9.24024048078213e-06, "loss": 1.2395, "step": 78 }, { "epoch": 27.82608695652174, "grad_norm": 0.19895507395267487, "learning_rate": 9.177439057064684e-06, "loss": 1.2121, "step": 80 }, { "epoch": 27.82608695652174, "eval_loss": 1.253515362739563, "eval_runtime": 12.9793, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 80 }, { "epoch": 28.52173913043478, "grad_norm": 0.19117023050785065, "learning_rate": 9.112375476403313e-06, "loss": 1.1896, "step": 82 }, { "epoch": 28.869565217391305, "eval_loss": 1.2409998178482056, "eval_runtime": 12.9782, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 83 }, { "epoch": 29.217391304347824, "grad_norm": 0.2141137570142746, "learning_rate": 9.045084971874738e-06, "loss": 1.2215, "step": 84 }, { "epoch": 29.91304347826087, "grad_norm": 0.23155109584331512, "learning_rate": 8.97560398247424e-06, "loss": 1.1678, "step": 86 }, { "epoch": 29.91304347826087, "eval_loss": 1.2283284664154053, "eval_runtime": 12.9808, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 86 }, { "epoch": 30.608695652173914, "grad_norm": 0.2200462818145752, "learning_rate": 8.903970133383297e-06, "loss": 1.1768, "step": 88 }, { "epoch": 30.956521739130434, "eval_loss": 1.2153583765029907, "eval_runtime": 12.9811, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 89 }, { "epoch": 31.304347826086957, "grad_norm": 0.29315873980522156, "learning_rate": 8.83022221559489e-06, "loss": 1.1623, "step": 90 }, { "epoch": 32.0, "grad_norm": 0.22663454711437225, "learning_rate": 8.754400164907496e-06, "loss": 1.1824, "step": 92 }, { "epoch": 32.0, "eval_loss": 1.20297372341156, "eval_runtime": 12.9813, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 92 }, { "epoch": 32.69565217391305, "grad_norm": 0.2229231745004654, "learning_rate": 8.676545040299145e-06, "loss": 1.1589, "step": 94 }, { "epoch": 32.69565217391305, "eval_loss": 1.1947580575942993, "eval_runtime": 12.9744, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 94 }, { "epoch": 33.391304347826086, "grad_norm": 0.2454340010881424, "learning_rate": 8.596699001693257e-06, "loss": 1.126, "step": 96 }, { "epoch": 33.73913043478261, "eval_loss": 1.1819590330123901, "eval_runtime": 12.9877, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 97 }, { "epoch": 34.08695652173913, "grad_norm": 0.23333889245986938, "learning_rate": 8.51490528712831e-06, "loss": 1.1243, "step": 98 }, { "epoch": 34.78260869565217, "grad_norm": 0.23953379690647125, "learning_rate": 8.43120818934367e-06, "loss": 1.1059, "step": 100 }, { "epoch": 34.78260869565217, "eval_loss": 1.169416069984436, "eval_runtime": 12.9903, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 100 }, { "epoch": 35.47826086956522, "grad_norm": 0.23915378749370575, "learning_rate": 8.345653031794292e-06, "loss": 1.1334, "step": 102 }, { "epoch": 35.82608695652174, "eval_loss": 1.1582151651382446, "eval_runtime": 12.9858, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 103 }, { "epoch": 36.17391304347826, "grad_norm": 0.23581968247890472, "learning_rate": 8.258286144107277e-06, "loss": 1.0911, "step": 104 }, { "epoch": 36.869565217391305, "grad_norm": 0.207149475812912, "learning_rate": 8.16915483699355e-06, "loss": 1.1081, "step": 106 }, { "epoch": 36.869565217391305, "eval_loss": 1.1483094692230225, "eval_runtime": 12.9841, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 106 }, { "epoch": 37.56521739130435, "grad_norm": 0.20900563895702362, "learning_rate": 8.078307376628292e-06, "loss": 1.0794, "step": 108 }, { "epoch": 37.91304347826087, "eval_loss": 1.139157772064209, "eval_runtime": 12.9828, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 109 }, { "epoch": 38.26086956521739, "grad_norm": 0.19496272504329681, "learning_rate": 7.985792958513932e-06, "loss": 1.0814, "step": 110 }, { "epoch": 38.95652173913044, "grad_norm": 0.20283730328083038, "learning_rate": 7.891661680839932e-06, "loss": 1.0614, "step": 112 }, { "epoch": 38.95652173913044, "eval_loss": 1.1314579248428345, "eval_runtime": 13.0034, "eval_samples_per_second": 0.923, "eval_steps_per_second": 0.923, "step": 112 }, { "epoch": 39.65217391304348, "grad_norm": 0.18000271916389465, "learning_rate": 7.795964517353734e-06, "loss": 1.0877, "step": 114 }, { "epoch": 40.0, "eval_loss": 1.1258946657180786, "eval_runtime": 12.9887, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 115 }, { "epoch": 40.34782608695652, "grad_norm": 0.1749521791934967, "learning_rate": 7.698753289757565e-06, "loss": 1.0198, "step": 116 }, { "epoch": 40.69565217391305, "eval_loss": 1.122938632965088, "eval_runtime": 12.988, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 117 }, { "epoch": 41.04347826086956, "grad_norm": 0.16494785249233246, "learning_rate": 7.600080639646077e-06, "loss": 1.0862, "step": 118 }, { "epoch": 41.73913043478261, "grad_norm": 0.1447688788175583, "learning_rate": 7.500000000000001e-06, "loss": 1.0538, "step": 120 }, { "epoch": 41.73913043478261, "eval_loss": 1.1193265914916992, "eval_runtime": 12.9856, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 120 }, { "epoch": 42.43478260869565, "grad_norm": 0.1363561749458313, "learning_rate": 7.398565566251232e-06, "loss": 1.0351, "step": 122 }, { "epoch": 42.78260869565217, "eval_loss": 1.116489291191101, "eval_runtime": 12.9859, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 123 }, { "epoch": 43.130434782608695, "grad_norm": 0.149055615067482, "learning_rate": 7.295832266935059e-06, "loss": 1.0684, "step": 124 }, { "epoch": 43.82608695652174, "grad_norm": 0.12285248190164566, "learning_rate": 7.191855733945388e-06, "loss": 1.0121, "step": 126 }, { "epoch": 43.82608695652174, "eval_loss": 1.1143923997879028, "eval_runtime": 12.9844, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 126 }, { "epoch": 44.52173913043478, "grad_norm": 0.13907888531684875, "learning_rate": 7.08669227240909e-06, "loss": 1.0475, "step": 128 }, { "epoch": 44.869565217391305, "eval_loss": 1.1124660968780518, "eval_runtime": 12.9826, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 129 }, { "epoch": 45.21739130434783, "grad_norm": 0.12828341126441956, "learning_rate": 6.980398830195785e-06, "loss": 1.0647, "step": 130 }, { "epoch": 45.91304347826087, "grad_norm": 0.11993666738271713, "learning_rate": 6.873032967079562e-06, "loss": 1.035, "step": 132 }, { "epoch": 45.91304347826087, "eval_loss": 1.1105235815048218, "eval_runtime": 12.9835, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 132 }, { "epoch": 46.608695652173914, "grad_norm": 0.11968977749347687, "learning_rate": 6.7646528235693445e-06, "loss": 1.0582, "step": 134 }, { "epoch": 46.95652173913044, "eval_loss": 1.1090105772018433, "eval_runtime": 12.981, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 135 }, { "epoch": 47.30434782608695, "grad_norm": 0.12057274580001831, "learning_rate": 6.655317089424791e-06, "loss": 1.0257, "step": 136 }, { "epoch": 48.0, "grad_norm": 0.13167637586593628, "learning_rate": 6.545084971874738e-06, "loss": 1.029, "step": 138 }, { "epoch": 48.0, "eval_loss": 1.10718834400177, "eval_runtime": 12.9849, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 138 }, { "epoch": 48.69565217391305, "grad_norm": 0.11730153858661652, "learning_rate": 6.434016163555452e-06, "loss": 1.0353, "step": 140 }, { "epoch": 48.69565217391305, "eval_loss": 1.1063708066940308, "eval_runtime": 12.9872, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 140 }, { "epoch": 49.391304347826086, "grad_norm": 0.1166403666138649, "learning_rate": 6.322170810186013e-06, "loss": 1.0203, "step": 142 }, { "epoch": 49.73913043478261, "eval_loss": 1.1048336029052734, "eval_runtime": 12.9919, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 143 }, { "epoch": 50.08695652173913, "grad_norm": 0.13392803072929382, "learning_rate": 6.209609477998339e-06, "loss": 1.0411, "step": 144 }, { "epoch": 50.78260869565217, "grad_norm": 0.11808019131422043, "learning_rate": 6.0963931209395165e-06, "loss": 1.0313, "step": 146 }, { "epoch": 50.78260869565217, "eval_loss": 1.1034945249557495, "eval_runtime": 12.9911, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 146 }, { "epoch": 51.47826086956522, "grad_norm": 0.12019839882850647, "learning_rate": 5.982583047664151e-06, "loss": 1.0473, "step": 148 }, { "epoch": 51.82608695652174, "eval_loss": 1.1025954484939575, "eval_runtime": 12.987, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 149 }, { "epoch": 52.17391304347826, "grad_norm": 0.13823947310447693, "learning_rate": 5.8682408883346535e-06, "loss": 1.0099, "step": 150 }, { "epoch": 52.869565217391305, "grad_norm": 0.13493500649929047, "learning_rate": 5.753428561247416e-06, "loss": 1.0189, "step": 152 }, { "epoch": 52.869565217391305, "eval_loss": 1.1011220216751099, "eval_runtime": 12.9858, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 152 }, { "epoch": 53.56521739130435, "grad_norm": 0.11930125206708908, "learning_rate": 5.638208239302975e-06, "loss": 1.0088, "step": 154 }, { "epoch": 53.91304347826087, "eval_loss": 1.100091576576233, "eval_runtime": 12.9925, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 155 }, { "epoch": 54.26086956521739, "grad_norm": 0.1283315271139145, "learning_rate": 5.522642316338268e-06, "loss": 1.0471, "step": 156 }, { "epoch": 54.95652173913044, "grad_norm": 0.12327709794044495, "learning_rate": 5.406793373339292e-06, "loss": 1.0336, "step": 158 }, { "epoch": 54.95652173913044, "eval_loss": 1.0989197492599487, "eval_runtime": 12.9836, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 158 }, { "epoch": 55.65217391304348, "grad_norm": 0.1234331727027893, "learning_rate": 5.290724144552379e-06, "loss": 1.0014, "step": 160 }, { "epoch": 56.0, "eval_loss": 1.098119854927063, "eval_runtime": 12.9883, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 161 }, { "epoch": 56.34782608695652, "grad_norm": 0.1393013894557953, "learning_rate": 5.174497483512506e-06, "loss": 1.0036, "step": 162 }, { "epoch": 56.69565217391305, "eval_loss": 1.0972312688827515, "eval_runtime": 12.9843, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 163 }, { "epoch": 57.04347826086956, "grad_norm": 0.12967315316200256, "learning_rate": 5.0581763290069865e-06, "loss": 1.0466, "step": 164 }, { "epoch": 57.73913043478261, "grad_norm": 0.1203417107462883, "learning_rate": 4.941823670993016e-06, "loss": 1.0266, "step": 166 }, { "epoch": 57.73913043478261, "eval_loss": 1.0962202548980713, "eval_runtime": 12.984, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 166 }, { "epoch": 58.43478260869565, "grad_norm": 0.12664881348609924, "learning_rate": 4.825502516487497e-06, "loss": 0.9893, "step": 168 }, { "epoch": 58.78260869565217, "eval_loss": 1.0956058502197266, "eval_runtime": 12.983, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 169 }, { "epoch": 59.130434782608695, "grad_norm": 0.1268896907567978, "learning_rate": 4.7092758554476215e-06, "loss": 1.0363, "step": 170 }, { "epoch": 59.82608695652174, "grad_norm": 0.12260066717863083, "learning_rate": 4.59320662666071e-06, "loss": 1.0122, "step": 172 }, { "epoch": 59.82608695652174, "eval_loss": 1.0947729349136353, "eval_runtime": 12.9887, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 172 }, { "epoch": 60.52173913043478, "grad_norm": 0.12348895519971848, "learning_rate": 4.477357683661734e-06, "loss": 1.0456, "step": 174 }, { "epoch": 60.869565217391305, "eval_loss": 1.0938516855239868, "eval_runtime": 12.9852, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 175 }, { "epoch": 61.21739130434783, "grad_norm": 0.1181364431977272, "learning_rate": 4.361791760697027e-06, "loss": 1.0021, "step": 176 }, { "epoch": 61.91304347826087, "grad_norm": 0.12426912784576416, "learning_rate": 4.246571438752585e-06, "loss": 0.9873, "step": 178 }, { "epoch": 61.91304347826087, "eval_loss": 1.0932997465133667, "eval_runtime": 12.9851, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 178 }, { "epoch": 62.608695652173914, "grad_norm": 0.12317227572202682, "learning_rate": 4.131759111665349e-06, "loss": 1.0189, "step": 180 }, { "epoch": 62.95652173913044, "eval_loss": 1.0926170349121094, "eval_runtime": 12.9854, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 181 }, { "epoch": 63.30434782608695, "grad_norm": 0.14774170517921448, "learning_rate": 4.017416952335849e-06, "loss": 0.9927, "step": 182 }, { "epoch": 64.0, "grad_norm": 0.12388727813959122, "learning_rate": 3.903606879060483e-06, "loss": 1.0325, "step": 184 }, { "epoch": 64.0, "eval_loss": 1.0917848348617554, "eval_runtime": 12.981, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 184 }, { "epoch": 64.69565217391305, "grad_norm": 0.12087590992450714, "learning_rate": 3.790390522001662e-06, "loss": 1.0081, "step": 186 }, { "epoch": 64.69565217391305, "eval_loss": 1.0912106037139893, "eval_runtime": 12.9845, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 186 }, { "epoch": 65.3913043478261, "grad_norm": 0.12642121315002441, "learning_rate": 3.6778291898139907e-06, "loss": 0.995, "step": 188 }, { "epoch": 65.73913043478261, "eval_loss": 1.0907906293869019, "eval_runtime": 12.9837, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 189 }, { "epoch": 66.08695652173913, "grad_norm": 0.13900116086006165, "learning_rate": 3.5659838364445505e-06, "loss": 1.0352, "step": 190 }, { "epoch": 66.78260869565217, "grad_norm": 0.13428539037704468, "learning_rate": 3.4549150281252635e-06, "loss": 1.0104, "step": 192 }, { "epoch": 66.78260869565217, "eval_loss": 1.0903018712997437, "eval_runtime": 12.9828, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 192 }, { "epoch": 67.47826086956522, "grad_norm": 0.12461841106414795, "learning_rate": 3.3446829105752103e-06, "loss": 0.9979, "step": 194 }, { "epoch": 67.82608695652173, "eval_loss": 1.089614748954773, "eval_runtime": 12.9828, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 195 }, { "epoch": 68.17391304347827, "grad_norm": 0.13673454523086548, "learning_rate": 3.2353471764306567e-06, "loss": 1.015, "step": 196 }, { "epoch": 68.8695652173913, "grad_norm": 0.12500186264514923, "learning_rate": 3.12696703292044e-06, "loss": 0.9927, "step": 198 }, { "epoch": 68.8695652173913, "eval_loss": 1.0892704725265503, "eval_runtime": 12.986, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 198 }, { "epoch": 69.56521739130434, "grad_norm": 0.12714624404907227, "learning_rate": 3.019601169804216e-06, "loss": 0.9898, "step": 200 }, { "epoch": 69.91304347826087, "eval_loss": 1.0887213945388794, "eval_runtime": 12.9821, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 201 }, { "epoch": 70.26086956521739, "grad_norm": 0.1471695601940155, "learning_rate": 2.9133077275909112e-06, "loss": 1.0112, "step": 202 }, { "epoch": 70.95652173913044, "grad_norm": 0.12886075675487518, "learning_rate": 2.8081442660546126e-06, "loss": 1.0087, "step": 204 }, { "epoch": 70.95652173913044, "eval_loss": 1.0882389545440674, "eval_runtime": 12.9829, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 204 }, { "epoch": 71.65217391304348, "grad_norm": 0.13256506621837616, "learning_rate": 2.7041677330649408e-06, "loss": 0.9903, "step": 206 }, { "epoch": 72.0, "eval_loss": 1.0877516269683838, "eval_runtime": 12.9825, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 207 }, { "epoch": 72.34782608695652, "grad_norm": 0.131199449300766, "learning_rate": 2.601434433748771e-06, "loss": 1.0198, "step": 208 }, { "epoch": 72.69565217391305, "eval_loss": 1.0877233743667603, "eval_runtime": 12.9886, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 209 }, { "epoch": 73.04347826086956, "grad_norm": 0.12681709229946136, "learning_rate": 2.5000000000000015e-06, "loss": 0.9942, "step": 210 }, { "epoch": 73.73913043478261, "grad_norm": 0.12825633585453033, "learning_rate": 2.3999193603539234e-06, "loss": 1.0078, "step": 212 }, { "epoch": 73.73913043478261, "eval_loss": 1.0873947143554688, "eval_runtime": 12.985, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 212 }, { "epoch": 74.43478260869566, "grad_norm": 0.12875820696353912, "learning_rate": 2.3012467102424373e-06, "loss": 1.0056, "step": 214 }, { "epoch": 74.78260869565217, "eval_loss": 1.086978793144226, "eval_runtime": 12.9911, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 215 }, { "epoch": 75.1304347826087, "grad_norm": 0.16595281660556793, "learning_rate": 2.204035482646267e-06, "loss": 0.9857, "step": 216 }, { "epoch": 75.82608695652173, "grad_norm": 0.1281590312719345, "learning_rate": 2.1083383191600676e-06, "loss": 1.0114, "step": 218 }, { "epoch": 75.82608695652173, "eval_loss": 1.0867377519607544, "eval_runtime": 12.9863, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 218 }, { "epoch": 76.52173913043478, "grad_norm": 0.1323501169681549, "learning_rate": 2.0142070414860704e-06, "loss": 0.9982, "step": 220 }, { "epoch": 76.8695652173913, "eval_loss": 1.0864088535308838, "eval_runtime": 12.9841, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 221 }, { "epoch": 77.21739130434783, "grad_norm": 0.1450796127319336, "learning_rate": 1.9216926233717087e-06, "loss": 0.974, "step": 222 }, { "epoch": 77.91304347826087, "grad_norm": 0.13413220643997192, "learning_rate": 1.8308451630064484e-06, "loss": 1.0105, "step": 224 }, { "epoch": 77.91304347826087, "eval_loss": 1.086008906364441, "eval_runtime": 13.0104, "eval_samples_per_second": 0.922, "eval_steps_per_second": 0.922, "step": 224 }, { "epoch": 78.6086956521739, "grad_norm": 0.1377415508031845, "learning_rate": 1.7417138558927244e-06, "loss": 1.0033, "step": 226 }, { "epoch": 78.95652173913044, "eval_loss": 1.085876226425171, "eval_runtime": 12.9858, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 227 }, { "epoch": 79.30434782608695, "grad_norm": 0.13374638557434082, "learning_rate": 1.6543469682057105e-06, "loss": 0.9876, "step": 228 }, { "epoch": 80.0, "grad_norm": 0.12589867413043976, "learning_rate": 1.5687918106563326e-06, "loss": 1.0024, "step": 230 }, { "epoch": 80.0, "eval_loss": 1.0857700109481812, "eval_runtime": 12.9853, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 230 }, { "epoch": 80.69565217391305, "grad_norm": 0.1440684199333191, "learning_rate": 1.4850947128716914e-06, "loss": 1.0091, "step": 232 }, { "epoch": 80.69565217391305, "eval_loss": 1.0854946374893188, "eval_runtime": 12.994, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 232 }, { "epoch": 81.3913043478261, "grad_norm": 0.13353127241134644, "learning_rate": 1.4033009983067454e-06, "loss": 0.9971, "step": 234 }, { "epoch": 81.73913043478261, "eval_loss": 1.0853348970413208, "eval_runtime": 12.9853, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 235 }, { "epoch": 82.08695652173913, "grad_norm": 0.14419566094875336, "learning_rate": 1.3234549597008572e-06, "loss": 0.9801, "step": 236 }, { "epoch": 82.78260869565217, "grad_norm": 0.13215622305870056, "learning_rate": 1.2455998350925042e-06, "loss": 0.969, "step": 238 }, { "epoch": 82.78260869565217, "eval_loss": 1.0850697755813599, "eval_runtime": 12.9889, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 238 }, { "epoch": 83.47826086956522, "grad_norm": 0.1365135759115219, "learning_rate": 1.1697777844051105e-06, "loss": 1.0242, "step": 240 }, { "epoch": 83.82608695652173, "eval_loss": 1.0847272872924805, "eval_runtime": 12.9926, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 241 }, { "epoch": 84.17391304347827, "grad_norm": 0.14472560584545135, "learning_rate": 1.096029866616704e-06, "loss": 1.0026, "step": 242 }, { "epoch": 84.8695652173913, "grad_norm": 0.13619466125965118, "learning_rate": 1.0243960175257605e-06, "loss": 0.9949, "step": 244 }, { "epoch": 84.8695652173913, "eval_loss": 1.0849597454071045, "eval_runtime": 12.9855, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 244 }, { "epoch": 85.56521739130434, "grad_norm": 0.13221730291843414, "learning_rate": 9.549150281252633e-07, "loss": 0.9715, "step": 246 }, { "epoch": 85.91304347826087, "eval_loss": 1.0846881866455078, "eval_runtime": 12.9911, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 247 }, { "epoch": 86.26086956521739, "grad_norm": 0.14602892100811005, "learning_rate": 8.876245235966884e-07, "loss": 0.9918, "step": 248 }, { "epoch": 86.95652173913044, "grad_norm": 0.1370145082473755, "learning_rate": 8.225609429353187e-07, "loss": 1.0164, "step": 250 }, { "epoch": 86.95652173913044, "eval_loss": 1.084583044052124, "eval_runtime": 12.9873, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 250 }, { "epoch": 87.65217391304348, "grad_norm": 0.1295238435268402, "learning_rate": 7.597595192178702e-07, "loss": 0.9729, "step": 252 }, { "epoch": 88.0, "eval_loss": 1.084546685218811, "eval_runtime": 12.9858, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 253 }, { "epoch": 88.34782608695652, "grad_norm": 0.12774939835071564, "learning_rate": 6.992542605231739e-07, "loss": 1.0065, "step": 254 }, { "epoch": 88.69565217391305, "eval_loss": 1.0845379829406738, "eval_runtime": 12.9859, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 255 }, { "epoch": 89.04347826086956, "grad_norm": 0.12875907123088837, "learning_rate": 6.410779315161885e-07, "loss": 1.0004, "step": 256 }, { "epoch": 89.73913043478261, "grad_norm": 0.13160941004753113, "learning_rate": 5.852620357053651e-07, "loss": 0.994, "step": 258 }, { "epoch": 89.73913043478261, "eval_loss": 1.0845232009887695, "eval_runtime": 12.9865, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 258 }, { "epoch": 90.43478260869566, "grad_norm": 0.1342068612575531, "learning_rate": 5.318367983829393e-07, "loss": 0.9852, "step": 260 }, { "epoch": 90.78260869565217, "eval_loss": 1.084337830543518, "eval_runtime": 12.9887, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 261 }, { "epoch": 91.1304347826087, "grad_norm": 0.14868062734603882, "learning_rate": 4.808311502573976e-07, "loss": 1.0154, "step": 262 }, { "epoch": 91.82608695652173, "grad_norm": 0.14731329679489136, "learning_rate": 4.322727117869951e-07, "loss": 0.9755, "step": 264 }, { "epoch": 91.82608695652173, "eval_loss": 1.0842256546020508, "eval_runtime": 12.9863, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 264 }, { "epoch": 92.52173913043478, "grad_norm": 0.14365264773368835, "learning_rate": 3.8618777822278854e-07, "loss": 1.0191, "step": 266 }, { "epoch": 92.8695652173913, "eval_loss": 1.0839496850967407, "eval_runtime": 12.9888, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 267 }, { "epoch": 93.21739130434783, "grad_norm": 0.15139809250831604, "learning_rate": 3.426013053692878e-07, "loss": 0.9765, "step": 268 }, { "epoch": 93.91304347826087, "grad_norm": 0.14520440995693207, "learning_rate": 3.015368960704584e-07, "loss": 0.9864, "step": 270 }, { "epoch": 93.91304347826087, "eval_loss": 1.0840731859207153, "eval_runtime": 12.9887, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 270 }, { "epoch": 94.6086956521739, "grad_norm": 0.13488347828388214, "learning_rate": 2.63016787428354e-07, "loss": 0.9773, "step": 272 }, { "epoch": 94.95652173913044, "eval_loss": 1.084143042564392, "eval_runtime": 12.9839, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 273 }, { "epoch": 95.30434782608695, "grad_norm": 0.14086610078811646, "learning_rate": 2.2706183876134047e-07, "loss": 1.0173, "step": 274 }, { "epoch": 96.0, "grad_norm": 0.13791334629058838, "learning_rate": 1.9369152030840553e-07, "loss": 0.9869, "step": 276 }, { "epoch": 96.0, "eval_loss": 1.0842411518096924, "eval_runtime": 12.9864, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 276 }, { "epoch": 96.69565217391305, "grad_norm": 0.14270715415477753, "learning_rate": 1.6292390268568103e-07, "loss": 0.986, "step": 278 }, { "epoch": 96.69565217391305, "eval_loss": 1.0841034650802612, "eval_runtime": 12.985, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 278 }, { "epoch": 97.3913043478261, "grad_norm": 0.13356775045394897, "learning_rate": 1.3477564710088097e-07, "loss": 0.9925, "step": 280 }, { "epoch": 97.73913043478261, "eval_loss": 1.084011197090149, "eval_runtime": 12.9842, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 281 }, { "epoch": 98.08695652173913, "grad_norm": 0.15943579375743866, "learning_rate": 1.0926199633097156e-07, "loss": 0.9947, "step": 282 }, { "epoch": 98.78260869565217, "grad_norm": 0.1478174775838852, "learning_rate": 8.639676646793382e-08, "loss": 0.9882, "step": 284 }, { "epoch": 98.78260869565217, "eval_loss": 1.0840474367141724, "eval_runtime": 12.9842, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 284 }, { "epoch": 99.47826086956522, "grad_norm": 0.14343644678592682, "learning_rate": 6.61923394371039e-08, "loss": 0.9917, "step": 286 }, { "epoch": 99.82608695652173, "eval_loss": 1.0840203762054443, "eval_runtime": 12.9837, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 287 }, { "epoch": 99.82608695652173, "step": 287, "total_flos": 4.445754122074849e+17, "train_loss": 1.1405799933011525, "train_runtime": 16000.7915, "train_samples_per_second": 0.431, "train_steps_per_second": 0.019 } ], "logging_steps": 2, "max_steps": 300, "num_input_tokens_seen": 0, "num_train_epochs": 150, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 7, "early_stopping_threshold": 0.0 }, "attributes": { "early_stopping_patience_counter": 0 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": true }, "attributes": {} } }, "total_flos": 4.445754122074849e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }