{ "best_metric": 1.0622392892837524, "best_model_checkpoint": "data/Llama-31-8B_task-2_60-samples_config-1_full/checkpoint-57", "epoch": 16.869565217391305, "eval_steps": 500, "global_step": 97, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.17391304347826086, "grad_norm": 0.5169600248336792, "learning_rate": 4.000000000000001e-06, "loss": 1.5956, "step": 1 }, { "epoch": 0.34782608695652173, "grad_norm": 0.5719379782676697, "learning_rate": 8.000000000000001e-06, "loss": 1.6046, "step": 2 }, { "epoch": 0.6956521739130435, "grad_norm": 0.4639497995376587, "learning_rate": 1.6000000000000003e-05, "loss": 1.5616, "step": 4 }, { "epoch": 0.8695652173913043, "eval_loss": 1.5645689964294434, "eval_runtime": 12.9782, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 5 }, { "epoch": 1.0434782608695652, "grad_norm": 0.43013307452201843, "learning_rate": 2.4e-05, "loss": 1.5469, "step": 6 }, { "epoch": 1.391304347826087, "grad_norm": 0.4737662971019745, "learning_rate": 3.2000000000000005e-05, "loss": 1.5401, "step": 8 }, { "epoch": 1.7391304347826086, "grad_norm": 0.35715150833129883, "learning_rate": 4e-05, "loss": 1.5234, "step": 10 }, { "epoch": 1.9130434782608696, "eval_loss": 1.461713194847107, "eval_runtime": 12.9809, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 11 }, { "epoch": 2.0869565217391304, "grad_norm": 0.38341426849365234, "learning_rate": 4.8e-05, "loss": 1.4674, "step": 12 }, { "epoch": 2.4347826086956523, "grad_norm": 0.308226615190506, "learning_rate": 5.6000000000000006e-05, "loss": 1.3736, "step": 14 }, { "epoch": 2.782608695652174, "grad_norm": 0.24405591189861298, "learning_rate": 6.400000000000001e-05, "loss": 1.4186, "step": 16 }, { "epoch": 2.9565217391304346, "eval_loss": 1.3542251586914062, "eval_runtime": 12.9777, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 17 }, { "epoch": 3.130434782608696, "grad_norm": 0.2537368834018707, "learning_rate": 7.2e-05, "loss": 1.3081, "step": 18 }, { "epoch": 3.4782608695652173, "grad_norm": 0.2890937328338623, "learning_rate": 8e-05, "loss": 1.2946, "step": 20 }, { "epoch": 3.8260869565217392, "grad_norm": 0.26166918873786926, "learning_rate": 8.800000000000001e-05, "loss": 1.2508, "step": 22 }, { "epoch": 4.0, "eval_loss": 1.244210124015808, "eval_runtime": 12.9733, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 23 }, { "epoch": 4.173913043478261, "grad_norm": 0.25255441665649414, "learning_rate": 9.6e-05, "loss": 1.2456, "step": 24 }, { "epoch": 4.521739130434782, "grad_norm": 0.3032490313053131, "learning_rate": 9.999512620046522e-05, "loss": 1.1783, "step": 26 }, { "epoch": 4.869565217391305, "grad_norm": 0.26784947514533997, "learning_rate": 9.995614150494293e-05, "loss": 1.1191, "step": 28 }, { "epoch": 4.869565217391305, "eval_loss": 1.14983332157135, "eval_runtime": 12.9774, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 28 }, { "epoch": 5.217391304347826, "grad_norm": 0.2250259667634964, "learning_rate": 9.987820251299122e-05, "loss": 1.0355, "step": 30 }, { "epoch": 5.565217391304348, "grad_norm": 0.19060257077217102, "learning_rate": 9.976136999909156e-05, "loss": 1.0818, "step": 32 }, { "epoch": 5.913043478260869, "grad_norm": 0.17199891805648804, "learning_rate": 9.96057350657239e-05, "loss": 1.0371, "step": 34 }, { "epoch": 5.913043478260869, "eval_loss": 1.1009820699691772, "eval_runtime": 12.976, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 34 }, { "epoch": 6.260869565217392, "grad_norm": 0.15584895014762878, "learning_rate": 9.941141907232765e-05, "loss": 1.0046, "step": 36 }, { "epoch": 6.608695652173913, "grad_norm": 0.17626440525054932, "learning_rate": 9.917857354066931e-05, "loss": 1.0342, "step": 38 }, { "epoch": 6.956521739130435, "grad_norm": 0.16024109721183777, "learning_rate": 9.890738003669029e-05, "loss": 0.9695, "step": 40 }, { "epoch": 6.956521739130435, "eval_loss": 1.0839170217514038, "eval_runtime": 12.9799, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 40 }, { "epoch": 7.304347826086957, "grad_norm": 0.1579640954732895, "learning_rate": 9.859805002892732e-05, "loss": 1.0287, "step": 42 }, { "epoch": 7.6521739130434785, "grad_norm": 0.15491770207881927, "learning_rate": 9.825082472361557e-05, "loss": 0.9668, "step": 44 }, { "epoch": 8.0, "grad_norm": 0.1564716398715973, "learning_rate": 9.786597487660337e-05, "loss": 0.968, "step": 46 }, { "epoch": 8.0, "eval_loss": 1.0704442262649536, "eval_runtime": 12.9763, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 46 }, { "epoch": 8.347826086956522, "grad_norm": 0.16076144576072693, "learning_rate": 9.744380058222483e-05, "loss": 0.9709, "step": 48 }, { "epoch": 8.695652173913043, "grad_norm": 0.18459276854991913, "learning_rate": 9.698463103929542e-05, "loss": 0.9532, "step": 50 }, { "epoch": 8.869565217391305, "eval_loss": 1.064635157585144, "eval_runtime": 12.978, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 51 }, { "epoch": 9.043478260869565, "grad_norm": 0.1734301596879959, "learning_rate": 9.648882429441257e-05, "loss": 0.9396, "step": 52 }, { "epoch": 9.391304347826088, "grad_norm": 0.17895378172397614, "learning_rate": 9.595676696276172e-05, "loss": 0.8944, "step": 54 }, { "epoch": 9.73913043478261, "grad_norm": 0.2069927155971527, "learning_rate": 9.538887392664544e-05, "loss": 0.9439, "step": 56 }, { "epoch": 9.91304347826087, "eval_loss": 1.0622392892837524, "eval_runtime": 12.9867, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 57 }, { "epoch": 10.08695652173913, "grad_norm": 0.19146595895290375, "learning_rate": 9.478558801197065e-05, "loss": 0.9318, "step": 58 }, { "epoch": 10.434782608695652, "grad_norm": 0.19947046041488647, "learning_rate": 9.414737964294636e-05, "loss": 0.898, "step": 60 }, { "epoch": 10.782608695652174, "grad_norm": 0.24781489372253418, "learning_rate": 9.347474647526095e-05, "loss": 0.8579, "step": 62 }, { "epoch": 10.956521739130435, "eval_loss": 1.0686115026474, "eval_runtime": 12.9836, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 63 }, { "epoch": 11.130434782608695, "grad_norm": 0.24519693851470947, "learning_rate": 9.276821300802534e-05, "loss": 0.8425, "step": 64 }, { "epoch": 11.478260869565217, "grad_norm": 0.22730785608291626, "learning_rate": 9.202833017478422e-05, "loss": 0.9092, "step": 66 }, { "epoch": 11.826086956521738, "grad_norm": 0.271567702293396, "learning_rate": 9.125567491391476e-05, "loss": 0.8117, "step": 68 }, { "epoch": 12.0, "eval_loss": 1.0770955085754395, "eval_runtime": 12.9775, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 69 }, { "epoch": 12.173913043478262, "grad_norm": 0.25126487016677856, "learning_rate": 9.045084971874738e-05, "loss": 0.8277, "step": 70 }, { "epoch": 12.521739130434783, "grad_norm": 0.3141935467720032, "learning_rate": 8.961448216775954e-05, "loss": 0.7534, "step": 72 }, { "epoch": 12.869565217391305, "grad_norm": 0.34278011322021484, "learning_rate": 8.874722443520899e-05, "loss": 0.8138, "step": 74 }, { "epoch": 12.869565217391305, "eval_loss": 1.0898820161819458, "eval_runtime": 12.981, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 74 }, { "epoch": 13.217391304347826, "grad_norm": 0.34557563066482544, "learning_rate": 8.784975278258783e-05, "loss": 0.7593, "step": 76 }, { "epoch": 13.565217391304348, "grad_norm": 0.4051405191421509, "learning_rate": 8.692276703129421e-05, "loss": 0.7631, "step": 78 }, { "epoch": 13.91304347826087, "grad_norm": 0.5333661437034607, "learning_rate": 8.596699001693255e-05, "loss": 0.7059, "step": 80 }, { "epoch": 13.91304347826087, "eval_loss": 1.1196229457855225, "eval_runtime": 12.9799, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 80 }, { "epoch": 14.26086956521739, "grad_norm": 0.8778398633003235, "learning_rate": 8.498316702566828e-05, "loss": 0.6443, "step": 82 }, { "epoch": 14.608695652173914, "grad_norm": 0.5189895033836365, "learning_rate": 8.397206521307584e-05, "loss": 0.6464, "step": 84 }, { "epoch": 14.956521739130435, "grad_norm": 0.5316717028617859, "learning_rate": 8.293447300593402e-05, "loss": 0.6519, "step": 86 }, { "epoch": 14.956521739130435, "eval_loss": 1.1534786224365234, "eval_runtime": 12.9777, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 86 }, { "epoch": 15.304347826086957, "grad_norm": 0.5730365514755249, "learning_rate": 8.18711994874345e-05, "loss": 0.6042, "step": 88 }, { "epoch": 15.652173913043478, "grad_norm": 0.6490305066108704, "learning_rate": 8.07830737662829e-05, "loss": 0.4823, "step": 90 }, { "epoch": 16.0, "grad_norm": 0.5794640183448792, "learning_rate": 7.967094433018508e-05, "loss": 0.65, "step": 92 }, { "epoch": 16.0, "eval_loss": 1.20449697971344, "eval_runtime": 12.9877, "eval_samples_per_second": 0.924, "eval_steps_per_second": 0.924, "step": 92 }, { "epoch": 16.347826086956523, "grad_norm": 1.153088927268982, "learning_rate": 7.85356783842216e-05, "loss": 0.5196, "step": 94 }, { "epoch": 16.695652173913043, "grad_norm": 0.7702380418777466, "learning_rate": 7.737816117462752e-05, "loss": 0.405, "step": 96 }, { "epoch": 16.869565217391305, "eval_loss": 1.254443883895874, "eval_runtime": 12.9788, "eval_samples_per_second": 0.925, "eval_steps_per_second": 0.925, "step": 97 }, { "epoch": 16.869565217391305, "step": 97, "total_flos": 7.557782026846208e+16, "train_loss": 0.9939013191105164, "train_runtime": 2720.2971, "train_samples_per_second": 0.845, "train_steps_per_second": 0.092 } ], "logging_steps": 2, "max_steps": 250, "num_input_tokens_seen": 0, "num_train_epochs": 50, "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": 7.557782026846208e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }