{ "best_metric": 0.8656427264213562, "best_model_checkpoint": "data/Llama-31-8B_task-1_120-samples_config-1_full/checkpoint-77", "epoch": 14.0, "eval_steps": 500, "global_step": 154, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.09090909090909091, "grad_norm": 2.0200283527374268, "learning_rate": 1.818181818181818e-06, "loss": 2.4844, "step": 1 }, { "epoch": 0.18181818181818182, "grad_norm": 1.8869131803512573, "learning_rate": 3.636363636363636e-06, "loss": 2.5082, "step": 2 }, { "epoch": 0.36363636363636365, "grad_norm": 1.758622169494629, "learning_rate": 7.272727272727272e-06, "loss": 2.5059, "step": 4 }, { "epoch": 0.5454545454545454, "grad_norm": 1.6956913471221924, "learning_rate": 1.0909090909090909e-05, "loss": 2.4567, "step": 6 }, { "epoch": 0.7272727272727273, "grad_norm": 1.5868192911148071, "learning_rate": 1.4545454545454545e-05, "loss": 2.3684, "step": 8 }, { "epoch": 0.9090909090909091, "grad_norm": 1.787414312362671, "learning_rate": 1.8181818181818182e-05, "loss": 2.3371, "step": 10 }, { "epoch": 1.0, "eval_loss": 2.238572835922241, "eval_runtime": 9.6136, "eval_samples_per_second": 2.496, "eval_steps_per_second": 2.496, "step": 11 }, { "epoch": 1.0909090909090908, "grad_norm": 1.3648227453231812, "learning_rate": 2.1818181818181818e-05, "loss": 2.2684, "step": 12 }, { "epoch": 1.2727272727272727, "grad_norm": 1.2888587713241577, "learning_rate": 2.5454545454545454e-05, "loss": 2.2457, "step": 14 }, { "epoch": 1.4545454545454546, "grad_norm": 1.0789052248001099, "learning_rate": 2.909090909090909e-05, "loss": 2.0599, "step": 16 }, { "epoch": 1.6363636363636362, "grad_norm": 1.7428549528121948, "learning_rate": 3.272727272727273e-05, "loss": 2.0556, "step": 18 }, { "epoch": 1.8181818181818183, "grad_norm": 0.905511736869812, "learning_rate": 3.6363636363636364e-05, "loss": 1.919, "step": 20 }, { "epoch": 2.0, "grad_norm": 0.7128010988235474, "learning_rate": 4e-05, "loss": 1.7745, "step": 22 }, { "epoch": 2.0, "eval_loss": 1.7576960325241089, "eval_runtime": 9.615, "eval_samples_per_second": 2.496, "eval_steps_per_second": 2.496, "step": 22 }, { "epoch": 2.1818181818181817, "grad_norm": 0.8917616605758667, "learning_rate": 4.3636363636363636e-05, "loss": 1.6951, "step": 24 }, { "epoch": 2.3636363636363638, "grad_norm": 0.9202045798301697, "learning_rate": 4.7272727272727275e-05, "loss": 1.6476, "step": 26 }, { "epoch": 2.5454545454545454, "grad_norm": 1.1835784912109375, "learning_rate": 5.090909090909091e-05, "loss": 1.4571, "step": 28 }, { "epoch": 2.7272727272727275, "grad_norm": 1.0429062843322754, "learning_rate": 5.4545454545454546e-05, "loss": 1.3454, "step": 30 }, { "epoch": 2.909090909090909, "grad_norm": 0.8713496327400208, "learning_rate": 5.818181818181818e-05, "loss": 1.2294, "step": 32 }, { "epoch": 3.0, "eval_loss": 1.1298459768295288, "eval_runtime": 9.6241, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 33 }, { "epoch": 3.090909090909091, "grad_norm": 0.6041619777679443, "learning_rate": 6.181818181818182e-05, "loss": 1.1845, "step": 34 }, { "epoch": 3.2727272727272725, "grad_norm": 0.5593976974487305, "learning_rate": 6.545454545454546e-05, "loss": 1.0476, "step": 36 }, { "epoch": 3.4545454545454546, "grad_norm": 0.5526394248008728, "learning_rate": 6.90909090909091e-05, "loss": 0.989, "step": 38 }, { "epoch": 3.6363636363636362, "grad_norm": 0.49133172631263733, "learning_rate": 7.272727272727273e-05, "loss": 1.0105, "step": 40 }, { "epoch": 3.8181818181818183, "grad_norm": 0.5152122378349304, "learning_rate": 7.636363636363637e-05, "loss": 1.0186, "step": 42 }, { "epoch": 4.0, "grad_norm": 0.4263210594654083, "learning_rate": 8e-05, "loss": 0.9781, "step": 44 }, { "epoch": 4.0, "eval_loss": 0.9825031757354736, "eval_runtime": 9.6255, "eval_samples_per_second": 2.493, "eval_steps_per_second": 2.493, "step": 44 }, { "epoch": 4.181818181818182, "grad_norm": 0.4594288170337677, "learning_rate": 8.363636363636364e-05, "loss": 0.9387, "step": 46 }, { "epoch": 4.363636363636363, "grad_norm": 0.5193449854850769, "learning_rate": 8.727272727272727e-05, "loss": 0.9481, "step": 48 }, { "epoch": 4.545454545454545, "grad_norm": 0.5140848159790039, "learning_rate": 9.090909090909092e-05, "loss": 0.932, "step": 50 }, { "epoch": 4.7272727272727275, "grad_norm": 0.4637601673603058, "learning_rate": 9.454545454545455e-05, "loss": 0.9293, "step": 52 }, { "epoch": 4.909090909090909, "grad_norm": 0.5280166864395142, "learning_rate": 9.818181818181818e-05, "loss": 0.8705, "step": 54 }, { "epoch": 5.0, "eval_loss": 0.9252349734306335, "eval_runtime": 9.6225, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 55 }, { "epoch": 5.090909090909091, "grad_norm": 0.5434139370918274, "learning_rate": 9.999899300364532e-05, "loss": 0.8527, "step": 56 }, { "epoch": 5.2727272727272725, "grad_norm": 0.5284571647644043, "learning_rate": 9.99909372761763e-05, "loss": 0.8431, "step": 58 }, { "epoch": 5.454545454545454, "grad_norm": 0.5927901268005371, "learning_rate": 9.997482711915927e-05, "loss": 0.7975, "step": 60 }, { "epoch": 5.636363636363637, "grad_norm": 0.622176468372345, "learning_rate": 9.99506651282272e-05, "loss": 0.8844, "step": 62 }, { "epoch": 5.818181818181818, "grad_norm": 0.7427988648414612, "learning_rate": 9.991845519630678e-05, "loss": 0.7823, "step": 64 }, { "epoch": 6.0, "grad_norm": 0.7913317084312439, "learning_rate": 9.987820251299122e-05, "loss": 0.8269, "step": 66 }, { "epoch": 6.0, "eval_loss": 0.884376049041748, "eval_runtime": 9.6171, "eval_samples_per_second": 2.496, "eval_steps_per_second": 2.496, "step": 66 }, { "epoch": 6.181818181818182, "grad_norm": 0.7040154337882996, "learning_rate": 9.982991356370404e-05, "loss": 0.7398, "step": 68 }, { "epoch": 6.363636363636363, "grad_norm": 0.7483051419258118, "learning_rate": 9.977359612865423e-05, "loss": 0.7724, "step": 70 }, { "epoch": 6.545454545454545, "grad_norm": 0.5491539239883423, "learning_rate": 9.970925928158274e-05, "loss": 0.7608, "step": 72 }, { "epoch": 6.7272727272727275, "grad_norm": 0.6535021066665649, "learning_rate": 9.963691338830044e-05, "loss": 0.7548, "step": 74 }, { "epoch": 6.909090909090909, "grad_norm": 0.686294436454773, "learning_rate": 9.955657010501806e-05, "loss": 0.6627, "step": 76 }, { "epoch": 7.0, "eval_loss": 0.8656427264213562, "eval_runtime": 9.62, "eval_samples_per_second": 2.495, "eval_steps_per_second": 2.495, "step": 77 }, { "epoch": 7.090909090909091, "grad_norm": 0.6294690370559692, "learning_rate": 9.946824237646824e-05, "loss": 0.6067, "step": 78 }, { "epoch": 7.2727272727272725, "grad_norm": 0.732207179069519, "learning_rate": 9.937194443381972e-05, "loss": 0.6866, "step": 80 }, { "epoch": 7.454545454545454, "grad_norm": 0.6583709716796875, "learning_rate": 9.926769179238466e-05, "loss": 0.5795, "step": 82 }, { "epoch": 7.636363636363637, "grad_norm": 0.6547601222991943, "learning_rate": 9.915550124911866e-05, "loss": 0.5979, "step": 84 }, { "epoch": 7.818181818181818, "grad_norm": 0.6767302751541138, "learning_rate": 9.903539087991462e-05, "loss": 0.6686, "step": 86 }, { "epoch": 8.0, "grad_norm": 0.8115944862365723, "learning_rate": 9.890738003669029e-05, "loss": 0.6053, "step": 88 }, { "epoch": 8.0, "eval_loss": 0.868882417678833, "eval_runtime": 9.6154, "eval_samples_per_second": 2.496, "eval_steps_per_second": 2.496, "step": 88 }, { "epoch": 8.181818181818182, "grad_norm": 0.7251437902450562, "learning_rate": 9.877148934427037e-05, "loss": 0.5444, "step": 90 }, { "epoch": 8.363636363636363, "grad_norm": 0.9013553261756897, "learning_rate": 9.862774069706346e-05, "loss": 0.5037, "step": 92 }, { "epoch": 8.545454545454545, "grad_norm": 0.9543907046318054, "learning_rate": 9.847615725553456e-05, "loss": 0.4884, "step": 94 }, { "epoch": 8.727272727272727, "grad_norm": 0.8602244853973389, "learning_rate": 9.831676344247342e-05, "loss": 0.4928, "step": 96 }, { "epoch": 8.909090909090908, "grad_norm": 0.9116283059120178, "learning_rate": 9.814958493905963e-05, "loss": 0.5258, "step": 98 }, { "epoch": 9.0, "eval_loss": 0.930729866027832, "eval_runtime": 9.6169, "eval_samples_per_second": 2.496, "eval_steps_per_second": 2.496, "step": 99 }, { "epoch": 9.090909090909092, "grad_norm": 0.8587744832038879, "learning_rate": 9.797464868072488e-05, "loss": 0.4467, "step": 100 }, { "epoch": 9.272727272727273, "grad_norm": 1.011325478553772, "learning_rate": 9.779198285281325e-05, "loss": 0.3718, "step": 102 }, { "epoch": 9.454545454545455, "grad_norm": 1.561611294746399, "learning_rate": 9.760161688604008e-05, "loss": 0.411, "step": 104 }, { "epoch": 9.636363636363637, "grad_norm": 1.0310885906219482, "learning_rate": 9.740358145174998e-05, "loss": 0.3617, "step": 106 }, { "epoch": 9.818181818181818, "grad_norm": 0.9703785181045532, "learning_rate": 9.719790845697533e-05, "loss": 0.3618, "step": 108 }, { "epoch": 10.0, "grad_norm": 1.0072264671325684, "learning_rate": 9.698463103929542e-05, "loss": 0.3668, "step": 110 }, { "epoch": 10.0, "eval_loss": 1.0742104053497314, "eval_runtime": 9.6189, "eval_samples_per_second": 2.495, "eval_steps_per_second": 2.495, "step": 110 }, { "epoch": 10.181818181818182, "grad_norm": 1.1375013589859009, "learning_rate": 9.676378356149734e-05, "loss": 0.2664, "step": 112 }, { "epoch": 10.363636363636363, "grad_norm": 1.377677083015442, "learning_rate": 9.653540160603956e-05, "loss": 0.2831, "step": 114 }, { "epoch": 10.545454545454545, "grad_norm": 1.225994348526001, "learning_rate": 9.629952196931901e-05, "loss": 0.2456, "step": 116 }, { "epoch": 10.727272727272727, "grad_norm": 1.329970359802246, "learning_rate": 9.60561826557425e-05, "loss": 0.2814, "step": 118 }, { "epoch": 10.909090909090908, "grad_norm": 1.3457225561141968, "learning_rate": 9.580542287160348e-05, "loss": 0.248, "step": 120 }, { "epoch": 11.0, "eval_loss": 1.2238476276397705, "eval_runtime": 9.624, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 121 }, { "epoch": 11.090909090909092, "grad_norm": 1.0499111413955688, "learning_rate": 9.554728301876526e-05, "loss": 0.1828, "step": 122 }, { "epoch": 11.272727272727273, "grad_norm": 1.2574657201766968, "learning_rate": 9.528180468815155e-05, "loss": 0.1455, "step": 124 }, { "epoch": 11.454545454545455, "grad_norm": 1.8661640882492065, "learning_rate": 9.50090306530454e-05, "loss": 0.1843, "step": 126 }, { "epoch": 11.636363636363637, "grad_norm": 1.4496153593063354, "learning_rate": 9.472900486219769e-05, "loss": 0.181, "step": 128 }, { "epoch": 11.818181818181818, "grad_norm": 1.520456075668335, "learning_rate": 9.444177243274618e-05, "loss": 0.1556, "step": 130 }, { "epoch": 12.0, "grad_norm": 1.3242138624191284, "learning_rate": 9.414737964294636e-05, "loss": 0.2039, "step": 132 }, { "epoch": 12.0, "eval_loss": 1.3416190147399902, "eval_runtime": 9.6192, "eval_samples_per_second": 2.495, "eval_steps_per_second": 2.495, "step": 132 }, { "epoch": 12.181818181818182, "grad_norm": 1.0514355897903442, "learning_rate": 9.384587392471515e-05, "loss": 0.1147, "step": 134 }, { "epoch": 12.363636363636363, "grad_norm": 1.0401465892791748, "learning_rate": 9.353730385598887e-05, "loss": 0.1134, "step": 136 }, { "epoch": 12.545454545454545, "grad_norm": 1.2559245824813843, "learning_rate": 9.322171915289635e-05, "loss": 0.1241, "step": 138 }, { "epoch": 12.727272727272727, "grad_norm": 1.3274048566818237, "learning_rate": 9.289917066174886e-05, "loss": 0.1263, "step": 140 }, { "epoch": 12.909090909090908, "grad_norm": 1.2401025295257568, "learning_rate": 9.256971035084785e-05, "loss": 0.1357, "step": 142 }, { "epoch": 13.0, "eval_loss": 1.4582844972610474, "eval_runtime": 9.6219, "eval_samples_per_second": 2.494, "eval_steps_per_second": 2.494, "step": 143 }, { "epoch": 13.090909090909092, "grad_norm": 1.0610545873641968, "learning_rate": 9.223339130211192e-05, "loss": 0.0999, "step": 144 }, { "epoch": 13.272727272727273, "grad_norm": 1.0816364288330078, "learning_rate": 9.189026770252436e-05, "loss": 0.0877, "step": 146 }, { "epoch": 13.454545454545455, "grad_norm": 0.9884896874427795, "learning_rate": 9.154039483540273e-05, "loss": 0.0952, "step": 148 }, { "epoch": 13.636363636363637, "grad_norm": 1.4226878881454468, "learning_rate": 9.118382907149165e-05, "loss": 0.0921, "step": 150 }, { "epoch": 13.818181818181818, "grad_norm": 1.2806740999221802, "learning_rate": 9.082062785988049e-05, "loss": 0.0858, "step": 152 }, { "epoch": 14.0, "grad_norm": 1.4139348268508911, "learning_rate": 9.045084971874738e-05, "loss": 0.1016, "step": 154 }, { "epoch": 14.0, "eval_loss": 1.5564292669296265, "eval_runtime": 9.6208, "eval_samples_per_second": 2.495, "eval_steps_per_second": 2.495, "step": 154 }, { "epoch": 14.0, "step": 154, "total_flos": 1.8910971254800384e+16, "train_loss": 0.8254564341593098, "train_runtime": 1444.0259, "train_samples_per_second": 3.047, "train_steps_per_second": 0.381 } ], "logging_steps": 2, "max_steps": 550, "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": 1.8910971254800384e+16, "train_batch_size": 1, "trial_name": null, "trial_params": null }