{ "best_metric": 1.1645187139511108, "best_model_checkpoint": "data/Llama-31-8B_task-3_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": 0.592536449432373, "learning_rate": 4.000000000000001e-06, "loss": 1.7189, "step": 1 }, { "epoch": 0.34782608695652173, "grad_norm": 0.6408989429473877, "learning_rate": 8.000000000000001e-06, "loss": 1.7155, "step": 2 }, { "epoch": 0.6956521739130435, "grad_norm": 0.476033478975296, "learning_rate": 1.6000000000000003e-05, "loss": 1.6787, "step": 4 }, { "epoch": 0.8695652173913043, "eval_loss": 1.676098346710205, "eval_runtime": 11.1928, "eval_samples_per_second": 1.072, "eval_steps_per_second": 1.072, "step": 5 }, { "epoch": 1.0434782608695652, "grad_norm": 0.4531095623970032, "learning_rate": 2.4e-05, "loss": 1.6721, "step": 6 }, { "epoch": 1.391304347826087, "grad_norm": 0.48008444905281067, "learning_rate": 3.2000000000000005e-05, "loss": 1.6656, "step": 8 }, { "epoch": 1.7391304347826086, "grad_norm": 0.3266219198703766, "learning_rate": 4e-05, "loss": 1.6422, "step": 10 }, { "epoch": 1.9130434782608696, "eval_loss": 1.5859484672546387, "eval_runtime": 11.1977, "eval_samples_per_second": 1.072, "eval_steps_per_second": 1.072, "step": 11 }, { "epoch": 2.0869565217391304, "grad_norm": 0.3387700617313385, "learning_rate": 4.8e-05, "loss": 1.609, "step": 12 }, { "epoch": 2.4347826086956523, "grad_norm": 0.351455420255661, "learning_rate": 5.6000000000000006e-05, "loss": 1.5144, "step": 14 }, { "epoch": 2.782608695652174, "grad_norm": 0.2647564709186554, "learning_rate": 6.400000000000001e-05, "loss": 1.5493, "step": 16 }, { "epoch": 2.9565217391304346, "eval_loss": 1.4786046743392944, "eval_runtime": 11.1944, "eval_samples_per_second": 1.072, "eval_steps_per_second": 1.072, "step": 17 }, { "epoch": 3.130434782608696, "grad_norm": 0.2552366256713867, "learning_rate": 7.2e-05, "loss": 1.4257, "step": 18 }, { "epoch": 3.4782608695652173, "grad_norm": 0.27941399812698364, "learning_rate": 8e-05, "loss": 1.4275, "step": 20 }, { "epoch": 3.8260869565217392, "grad_norm": 0.2629425823688507, "learning_rate": 8.800000000000001e-05, "loss": 1.3749, "step": 22 }, { "epoch": 4.0, "eval_loss": 1.3612533807754517, "eval_runtime": 11.1921, "eval_samples_per_second": 1.072, "eval_steps_per_second": 1.072, "step": 23 }, { "epoch": 4.173913043478261, "grad_norm": 0.308207243680954, "learning_rate": 9.6e-05, "loss": 1.3649, "step": 24 }, { "epoch": 4.521739130434782, "grad_norm": 0.3441653251647949, "learning_rate": 9.999512620046522e-05, "loss": 1.2861, "step": 26 }, { "epoch": 4.869565217391305, "grad_norm": 0.45420464873313904, "learning_rate": 9.995614150494293e-05, "loss": 1.2143, "step": 28 }, { "epoch": 4.869565217391305, "eval_loss": 1.255916953086853, "eval_runtime": 11.1845, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 28 }, { "epoch": 5.217391304347826, "grad_norm": 0.24635568261146545, "learning_rate": 9.987820251299122e-05, "loss": 1.1452, "step": 30 }, { "epoch": 5.565217391304348, "grad_norm": 0.23990486562252045, "learning_rate": 9.976136999909156e-05, "loss": 1.1866, "step": 32 }, { "epoch": 5.913043478260869, "grad_norm": 0.18167296051979065, "learning_rate": 9.96057350657239e-05, "loss": 1.1354, "step": 34 }, { "epoch": 5.913043478260869, "eval_loss": 1.2057816982269287, "eval_runtime": 11.1866, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 34 }, { "epoch": 6.260869565217392, "grad_norm": 0.18317623436450958, "learning_rate": 9.941141907232765e-05, "loss": 1.1145, "step": 36 }, { "epoch": 6.608695652173913, "grad_norm": 0.20497700572013855, "learning_rate": 9.917857354066931e-05, "loss": 1.1246, "step": 38 }, { "epoch": 6.956521739130435, "grad_norm": 0.20193497836589813, "learning_rate": 9.890738003669029e-05, "loss": 1.0603, "step": 40 }, { "epoch": 6.956521739130435, "eval_loss": 1.1849656105041504, "eval_runtime": 11.1823, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 40 }, { "epoch": 7.304347826086957, "grad_norm": 0.19203776121139526, "learning_rate": 9.859805002892732e-05, "loss": 1.1279, "step": 42 }, { "epoch": 7.6521739130434785, "grad_norm": 0.18547101318836212, "learning_rate": 9.825082472361557e-05, "loss": 1.0544, "step": 44 }, { "epoch": 8.0, "grad_norm": 0.19855879247188568, "learning_rate": 9.786597487660337e-05, "loss": 1.0521, "step": 46 }, { "epoch": 8.0, "eval_loss": 1.171064853668213, "eval_runtime": 11.1853, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 46 }, { "epoch": 8.347826086956522, "grad_norm": 0.1863618642091751, "learning_rate": 9.744380058222483e-05, "loss": 1.0626, "step": 48 }, { "epoch": 8.695652173913043, "grad_norm": 0.23284262418746948, "learning_rate": 9.698463103929542e-05, "loss": 1.0417, "step": 50 }, { "epoch": 8.869565217391305, "eval_loss": 1.1645785570144653, "eval_runtime": 11.1847, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 51 }, { "epoch": 9.043478260869565, "grad_norm": 0.21001140773296356, "learning_rate": 9.648882429441257e-05, "loss": 1.0175, "step": 52 }, { "epoch": 9.391304347826088, "grad_norm": 0.223481222987175, "learning_rate": 9.595676696276172e-05, "loss": 0.9784, "step": 54 }, { "epoch": 9.73913043478261, "grad_norm": 0.24497197568416595, "learning_rate": 9.538887392664544e-05, "loss": 1.025, "step": 56 }, { "epoch": 9.91304347826087, "eval_loss": 1.1645187139511108, "eval_runtime": 11.1854, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 57 }, { "epoch": 10.08695652173913, "grad_norm": 0.2217385470867157, "learning_rate": 9.478558801197065e-05, "loss": 1.0144, "step": 58 }, { "epoch": 10.434782608695652, "grad_norm": 0.2677067518234253, "learning_rate": 9.414737964294636e-05, "loss": 0.9797, "step": 60 }, { "epoch": 10.782608695652174, "grad_norm": 0.3020663261413574, "learning_rate": 9.347474647526095e-05, "loss": 0.9238, "step": 62 }, { "epoch": 10.956521739130435, "eval_loss": 1.1722332239151, "eval_runtime": 11.1879, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 63 }, { "epoch": 11.130434782608695, "grad_norm": 0.3325958251953125, "learning_rate": 9.276821300802534e-05, "loss": 0.9142, "step": 64 }, { "epoch": 11.478260869565217, "grad_norm": 0.300712525844574, "learning_rate": 9.202833017478422e-05, "loss": 0.9823, "step": 66 }, { "epoch": 11.826086956521738, "grad_norm": 0.34848660230636597, "learning_rate": 9.125567491391476e-05, "loss": 0.8752, "step": 68 }, { "epoch": 12.0, "eval_loss": 1.1790670156478882, "eval_runtime": 11.1839, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 69 }, { "epoch": 12.173913043478262, "grad_norm": 0.3527248203754425, "learning_rate": 9.045084971874738e-05, "loss": 0.8924, "step": 70 }, { "epoch": 12.521739130434783, "grad_norm": 0.39320820569992065, "learning_rate": 8.961448216775954e-05, "loss": 0.8006, "step": 72 }, { "epoch": 12.869565217391305, "grad_norm": 0.47677960991859436, "learning_rate": 8.874722443520899e-05, "loss": 0.8737, "step": 74 }, { "epoch": 12.869565217391305, "eval_loss": 1.1912249326705933, "eval_runtime": 11.1852, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 74 }, { "epoch": 13.217391304347826, "grad_norm": 0.5323153734207153, "learning_rate": 8.784975278258783e-05, "loss": 0.8161, "step": 76 }, { "epoch": 13.565217391304348, "grad_norm": 0.6827120184898376, "learning_rate": 8.692276703129421e-05, "loss": 0.8145, "step": 78 }, { "epoch": 13.91304347826087, "grad_norm": 0.7033717632293701, "learning_rate": 8.596699001693255e-05, "loss": 0.7418, "step": 80 }, { "epoch": 13.91304347826087, "eval_loss": 1.2408862113952637, "eval_runtime": 11.1864, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 80 }, { "epoch": 14.26086956521739, "grad_norm": 0.6471558809280396, "learning_rate": 8.498316702566828e-05, "loss": 0.6792, "step": 82 }, { "epoch": 14.608695652173914, "grad_norm": 0.6807418465614319, "learning_rate": 8.397206521307584e-05, "loss": 0.6814, "step": 84 }, { "epoch": 14.956521739130435, "grad_norm": 0.6488949060440063, "learning_rate": 8.293447300593402e-05, "loss": 0.6853, "step": 86 }, { "epoch": 14.956521739130435, "eval_loss": 1.325171709060669, "eval_runtime": 11.1859, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 86 }, { "epoch": 15.304347826086957, "grad_norm": 0.7560678720474243, "learning_rate": 8.18711994874345e-05, "loss": 0.6334, "step": 88 }, { "epoch": 15.652173913043478, "grad_norm": 1.0549603700637817, "learning_rate": 8.07830737662829e-05, "loss": 0.4972, "step": 90 }, { "epoch": 16.0, "grad_norm": 0.8922441005706787, "learning_rate": 7.967094433018508e-05, "loss": 0.6937, "step": 92 }, { "epoch": 16.0, "eval_loss": 1.2865952253341675, "eval_runtime": 11.1867, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 92 }, { "epoch": 16.347826086956523, "grad_norm": 0.8491520285606384, "learning_rate": 7.85356783842216e-05, "loss": 0.5464, "step": 94 }, { "epoch": 16.695652173913043, "grad_norm": 2.7820653915405273, "learning_rate": 7.737816117462752e-05, "loss": 0.442, "step": 96 }, { "epoch": 16.869565217391305, "eval_loss": 1.3294283151626587, "eval_runtime": 11.1849, "eval_samples_per_second": 1.073, "eval_steps_per_second": 1.073, "step": 97 }, { "epoch": 16.869565217391305, "step": 97, "total_flos": 6.196040276587315e+16, "train_loss": 1.0774920527468022, "train_runtime": 2292.4001, "train_samples_per_second": 1.003, "train_steps_per_second": 0.109 } ], "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": 6.196040276587315e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }