| { | |
| "best_metric": 0.43232032656669617, | |
| "best_model_checkpoint": "data/Llama-31-8B_task-3_120-samples_config-1/checkpoint-66", | |
| "epoch": 13.0, | |
| "eval_steps": 500, | |
| "global_step": 143, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.09090909090909091, | |
| "grad_norm": 3.9303781986236572, | |
| "learning_rate": 1.818181818181818e-06, | |
| "loss": 3.095, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.18181818181818182, | |
| "grad_norm": 2.5306804180145264, | |
| "learning_rate": 3.636363636363636e-06, | |
| "loss": 2.5399, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.36363636363636365, | |
| "grad_norm": 2.5905895233154297, | |
| "learning_rate": 7.272727272727272e-06, | |
| "loss": 2.5717, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.5454545454545454, | |
| "grad_norm": 2.0816569328308105, | |
| "learning_rate": 1.0909090909090909e-05, | |
| "loss": 2.399, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.7272727272727273, | |
| "grad_norm": 3.414346218109131, | |
| "learning_rate": 1.4545454545454545e-05, | |
| "loss": 2.3702, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.9090909090909091, | |
| "grad_norm": 2.974047899246216, | |
| "learning_rate": 1.8181818181818182e-05, | |
| "loss": 2.1435, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 2.079517126083374, | |
| "eval_runtime": 20.998, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 1.0909090909090908, | |
| "grad_norm": 2.398120403289795, | |
| "learning_rate": 2.1818181818181818e-05, | |
| "loss": 2.0242, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 1.2727272727272727, | |
| "grad_norm": 2.205050468444824, | |
| "learning_rate": 2.5454545454545454e-05, | |
| "loss": 1.8418, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 1.4545454545454546, | |
| "grad_norm": 2.050658941268921, | |
| "learning_rate": 2.909090909090909e-05, | |
| "loss": 1.7493, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 1.6363636363636362, | |
| "grad_norm": 1.9007184505462646, | |
| "learning_rate": 3.272727272727273e-05, | |
| "loss": 1.3743, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 1.8181818181818183, | |
| "grad_norm": 1.4700392484664917, | |
| "learning_rate": 3.6363636363636364e-05, | |
| "loss": 1.1207, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 1.8176637887954712, | |
| "learning_rate": 4e-05, | |
| "loss": 0.7297, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 0.8105940818786621, | |
| "eval_runtime": 20.999, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 2.1818181818181817, | |
| "grad_norm": 0.9762272834777832, | |
| "learning_rate": 4.3636363636363636e-05, | |
| "loss": 0.6388, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 2.3636363636363638, | |
| "grad_norm": 1.4088635444641113, | |
| "learning_rate": 4.7272727272727275e-05, | |
| "loss": 0.7878, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 2.5454545454545454, | |
| "grad_norm": 0.6369071006774902, | |
| "learning_rate": 5.090909090909091e-05, | |
| "loss": 0.5585, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 2.7272727272727275, | |
| "grad_norm": 1.0127092599868774, | |
| "learning_rate": 5.4545454545454546e-05, | |
| "loss": 0.4625, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 2.909090909090909, | |
| "grad_norm": 0.42090320587158203, | |
| "learning_rate": 5.818181818181818e-05, | |
| "loss": 0.3105, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 0.5279206037521362, | |
| "eval_runtime": 20.9926, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 3.090909090909091, | |
| "grad_norm": 0.8818747401237488, | |
| "learning_rate": 6.181818181818182e-05, | |
| "loss": 0.6171, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 3.2727272727272725, | |
| "grad_norm": 1.9256893396377563, | |
| "learning_rate": 6.545454545454546e-05, | |
| "loss": 0.1621, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 3.4545454545454546, | |
| "grad_norm": 0.47599685192108154, | |
| "learning_rate": 6.90909090909091e-05, | |
| "loss": 0.4579, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 3.6363636363636362, | |
| "grad_norm": 0.3722813129425049, | |
| "learning_rate": 7.272727272727273e-05, | |
| "loss": 0.4309, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 3.8181818181818183, | |
| "grad_norm": 0.4472358524799347, | |
| "learning_rate": 7.636363636363637e-05, | |
| "loss": 0.5221, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.48660457134246826, | |
| "learning_rate": 8e-05, | |
| "loss": 0.4824, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 0.47061729431152344, | |
| "eval_runtime": 20.9956, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 4.181818181818182, | |
| "grad_norm": 0.2496122121810913, | |
| "learning_rate": 8.363636363636364e-05, | |
| "loss": 0.2864, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 4.363636363636363, | |
| "grad_norm": 0.43212294578552246, | |
| "learning_rate": 8.727272727272727e-05, | |
| "loss": 0.4797, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 4.545454545454545, | |
| "grad_norm": 0.32961055636405945, | |
| "learning_rate": 9.090909090909092e-05, | |
| "loss": 0.316, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 4.7272727272727275, | |
| "grad_norm": 0.3680732250213623, | |
| "learning_rate": 9.454545454545455e-05, | |
| "loss": 0.3711, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 4.909090909090909, | |
| "grad_norm": 0.4210279881954193, | |
| "learning_rate": 9.818181818181818e-05, | |
| "loss": 0.3517, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 0.47503742575645447, | |
| "eval_runtime": 20.9931, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 5.090909090909091, | |
| "grad_norm": 0.39646658301353455, | |
| "learning_rate": 9.999899300364532e-05, | |
| "loss": 0.3798, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 5.2727272727272725, | |
| "grad_norm": 0.4636838734149933, | |
| "learning_rate": 9.99909372761763e-05, | |
| "loss": 0.3494, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 5.454545454545454, | |
| "grad_norm": 2.6332552433013916, | |
| "learning_rate": 9.997482711915927e-05, | |
| "loss": 0.2778, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 5.636363636363637, | |
| "grad_norm": 0.3376973271369934, | |
| "learning_rate": 9.99506651282272e-05, | |
| "loss": 0.3365, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 5.818181818181818, | |
| "grad_norm": 0.6036357283592224, | |
| "learning_rate": 9.991845519630678e-05, | |
| "loss": 0.2182, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 0.6817249059677124, | |
| "learning_rate": 9.987820251299122e-05, | |
| "loss": 0.3732, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_loss": 0.43232032656669617, | |
| "eval_runtime": 20.9934, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 6.181818181818182, | |
| "grad_norm": 0.3437633514404297, | |
| "learning_rate": 9.982991356370404e-05, | |
| "loss": 0.2202, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 6.363636363636363, | |
| "grad_norm": 0.3820938766002655, | |
| "learning_rate": 9.977359612865423e-05, | |
| "loss": 0.1994, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 6.545454545454545, | |
| "grad_norm": 0.6148548126220703, | |
| "learning_rate": 9.970925928158274e-05, | |
| "loss": 0.3668, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 6.7272727272727275, | |
| "grad_norm": 0.48272010684013367, | |
| "learning_rate": 9.963691338830044e-05, | |
| "loss": 0.2936, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 6.909090909090909, | |
| "grad_norm": 0.4327438175678253, | |
| "learning_rate": 9.955657010501806e-05, | |
| "loss": 0.2019, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_loss": 0.48579612374305725, | |
| "eval_runtime": 20.9903, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 7.090909090909091, | |
| "grad_norm": 0.7238974571228027, | |
| "learning_rate": 9.946824237646824e-05, | |
| "loss": 0.1178, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 7.2727272727272725, | |
| "grad_norm": 0.7832289934158325, | |
| "learning_rate": 9.937194443381972e-05, | |
| "loss": 0.228, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 7.454545454545454, | |
| "grad_norm": 0.5383899211883545, | |
| "learning_rate": 9.926769179238466e-05, | |
| "loss": 0.0936, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 7.636363636363637, | |
| "grad_norm": 0.40380972623825073, | |
| "learning_rate": 9.915550124911866e-05, | |
| "loss": 0.1099, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 7.818181818181818, | |
| "grad_norm": 0.5559152364730835, | |
| "learning_rate": 9.903539087991462e-05, | |
| "loss": 0.1891, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 1.0801582336425781, | |
| "learning_rate": 9.890738003669029e-05, | |
| "loss": 0.1766, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 0.4911709129810333, | |
| "eval_runtime": 20.9948, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 8.181818181818182, | |
| "grad_norm": 0.5906036496162415, | |
| "learning_rate": 9.877148934427037e-05, | |
| "loss": 0.1261, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 8.363636363636363, | |
| "grad_norm": 0.7344932556152344, | |
| "learning_rate": 9.862774069706346e-05, | |
| "loss": 0.0682, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 8.545454545454545, | |
| "grad_norm": 0.9448034167289734, | |
| "learning_rate": 9.847615725553456e-05, | |
| "loss": 0.037, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 8.727272727272727, | |
| "grad_norm": 0.8265174031257629, | |
| "learning_rate": 9.831676344247342e-05, | |
| "loss": 0.0889, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 8.909090909090908, | |
| "grad_norm": 0.9721383452415466, | |
| "learning_rate": 9.814958493905963e-05, | |
| "loss": 0.1, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_loss": 0.5915277600288391, | |
| "eval_runtime": 20.9947, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 9.090909090909092, | |
| "grad_norm": 0.6191742420196533, | |
| "learning_rate": 9.797464868072488e-05, | |
| "loss": 0.0701, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 9.272727272727273, | |
| "grad_norm": 0.10014607012271881, | |
| "learning_rate": 9.779198285281325e-05, | |
| "loss": 0.0196, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 9.454545454545455, | |
| "grad_norm": 1.462838888168335, | |
| "learning_rate": 9.760161688604008e-05, | |
| "loss": 0.077, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 9.636363636363637, | |
| "grad_norm": 0.6379705667495728, | |
| "learning_rate": 9.740358145174998e-05, | |
| "loss": 0.0315, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 9.818181818181818, | |
| "grad_norm": 0.5921292304992676, | |
| "learning_rate": 9.719790845697533e-05, | |
| "loss": 0.0293, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "grad_norm": 1.1837440729141235, | |
| "learning_rate": 9.698463103929542e-05, | |
| "loss": 0.0326, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_loss": 0.6782414317131042, | |
| "eval_runtime": 21.0001, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 10.181818181818182, | |
| "grad_norm": 0.5487864017486572, | |
| "learning_rate": 9.676378356149734e-05, | |
| "loss": 0.0091, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 10.363636363636363, | |
| "grad_norm": 0.4271487891674042, | |
| "learning_rate": 9.653540160603956e-05, | |
| "loss": 0.0222, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 10.545454545454545, | |
| "grad_norm": 0.7169693112373352, | |
| "learning_rate": 9.629952196931901e-05, | |
| "loss": 0.016, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 10.727272727272727, | |
| "grad_norm": 1.3038582801818848, | |
| "learning_rate": 9.60561826557425e-05, | |
| "loss": 0.0375, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 10.909090909090908, | |
| "grad_norm": 0.32070016860961914, | |
| "learning_rate": 9.580542287160348e-05, | |
| "loss": 0.0057, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_loss": 0.692686140537262, | |
| "eval_runtime": 21.0014, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 11.090909090909092, | |
| "grad_norm": 0.09818615019321442, | |
| "learning_rate": 9.554728301876526e-05, | |
| "loss": 0.009, | |
| "step": 122 | |
| }, | |
| { | |
| "epoch": 11.272727272727273, | |
| "grad_norm": 0.7170988321304321, | |
| "learning_rate": 9.528180468815155e-05, | |
| "loss": 0.0104, | |
| "step": 124 | |
| }, | |
| { | |
| "epoch": 11.454545454545455, | |
| "grad_norm": 0.20836713910102844, | |
| "learning_rate": 9.50090306530454e-05, | |
| "loss": 0.0066, | |
| "step": 126 | |
| }, | |
| { | |
| "epoch": 11.636363636363637, | |
| "grad_norm": 0.30115947127342224, | |
| "learning_rate": 9.472900486219769e-05, | |
| "loss": 0.0114, | |
| "step": 128 | |
| }, | |
| { | |
| "epoch": 11.818181818181818, | |
| "grad_norm": 1.4105948209762573, | |
| "learning_rate": 9.444177243274618e-05, | |
| "loss": 0.0106, | |
| "step": 130 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "grad_norm": 0.8289133310317993, | |
| "learning_rate": 9.414737964294636e-05, | |
| "loss": 0.0107, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 12.0, | |
| "eval_loss": 0.8774659037590027, | |
| "eval_runtime": 21.0027, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 132 | |
| }, | |
| { | |
| "epoch": 12.181818181818182, | |
| "grad_norm": 0.2651340365409851, | |
| "learning_rate": 9.384587392471515e-05, | |
| "loss": 0.0038, | |
| "step": 134 | |
| }, | |
| { | |
| "epoch": 12.363636363636363, | |
| "grad_norm": 0.0375906303524971, | |
| "learning_rate": 9.353730385598887e-05, | |
| "loss": 0.0007, | |
| "step": 136 | |
| }, | |
| { | |
| "epoch": 12.545454545454545, | |
| "grad_norm": 0.5629562735557556, | |
| "learning_rate": 9.322171915289635e-05, | |
| "loss": 0.0049, | |
| "step": 138 | |
| }, | |
| { | |
| "epoch": 12.727272727272727, | |
| "grad_norm": 0.6287766098976135, | |
| "learning_rate": 9.289917066174886e-05, | |
| "loss": 0.008, | |
| "step": 140 | |
| }, | |
| { | |
| "epoch": 12.909090909090908, | |
| "grad_norm": 0.1741022914648056, | |
| "learning_rate": 9.256971035084785e-05, | |
| "loss": 0.0022, | |
| "step": 142 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "eval_loss": 0.8793678283691406, | |
| "eval_runtime": 20.997, | |
| "eval_samples_per_second": 1.143, | |
| "eval_steps_per_second": 1.143, | |
| "step": 143 | |
| }, | |
| { | |
| "epoch": 13.0, | |
| "step": 143, | |
| "total_flos": 8.929318065825382e+16, | |
| "train_loss": 0.46659035206010396, | |
| "train_runtime": 3291.7176, | |
| "train_samples_per_second": 1.337, | |
| "train_steps_per_second": 0.167 | |
| } | |
| ], | |
| "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": 8.929318065825382e+16, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |