| { | |
| "best_metric": 0.8860878944396973, | |
| "best_model_checkpoint": "data/Llama-31-8B_task-1_120-samples_config-1_auto/checkpoint-44", | |
| "epoch": 11.0, | |
| "eval_steps": 500, | |
| "global_step": 121, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.09090909090909091, | |
| "grad_norm": 0.9034837484359741, | |
| "learning_rate": 1.818181818181818e-06, | |
| "loss": 1.1489, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.18181818181818182, | |
| "grad_norm": 0.8655723333358765, | |
| "learning_rate": 3.636363636363636e-06, | |
| "loss": 1.1738, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.36363636363636365, | |
| "grad_norm": 0.7380895018577576, | |
| "learning_rate": 7.272727272727272e-06, | |
| "loss": 1.0975, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.5454545454545454, | |
| "grad_norm": 0.9108906388282776, | |
| "learning_rate": 1.0909090909090909e-05, | |
| "loss": 1.198, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.7272727272727273, | |
| "grad_norm": 0.8552144765853882, | |
| "learning_rate": 1.4545454545454545e-05, | |
| "loss": 1.1239, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.9090909090909091, | |
| "grad_norm": 0.9636886119842529, | |
| "learning_rate": 1.8181818181818182e-05, | |
| "loss": 1.2238, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 1.0, | |
| "eval_loss": 1.1612118482589722, | |
| "eval_runtime": 9.8682, | |
| "eval_samples_per_second": 2.432, | |
| "eval_steps_per_second": 2.432, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 1.0909090909090908, | |
| "grad_norm": 0.8112488985061646, | |
| "learning_rate": 2.1818181818181818e-05, | |
| "loss": 1.1075, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 1.2727272727272727, | |
| "grad_norm": 0.7141273021697998, | |
| "learning_rate": 2.5454545454545454e-05, | |
| "loss": 1.0238, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 1.4545454545454546, | |
| "grad_norm": 0.601105809211731, | |
| "learning_rate": 2.909090909090909e-05, | |
| "loss": 0.9827, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 1.6363636363636362, | |
| "grad_norm": 0.4828379452228546, | |
| "learning_rate": 3.272727272727273e-05, | |
| "loss": 1.0882, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 1.8181818181818183, | |
| "grad_norm": 0.6637647747993469, | |
| "learning_rate": 3.6363636363636364e-05, | |
| "loss": 1.0579, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "grad_norm": 0.6359596848487854, | |
| "learning_rate": 4e-05, | |
| "loss": 0.8979, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 2.0, | |
| "eval_loss": 1.0151863098144531, | |
| "eval_runtime": 9.8636, | |
| "eval_samples_per_second": 2.433, | |
| "eval_steps_per_second": 2.433, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 2.1818181818181817, | |
| "grad_norm": 0.6983725428581238, | |
| "learning_rate": 4.3636363636363636e-05, | |
| "loss": 0.888, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 2.3636363636363638, | |
| "grad_norm": 0.567716121673584, | |
| "learning_rate": 4.7272727272727275e-05, | |
| "loss": 0.9355, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 2.5454545454545454, | |
| "grad_norm": 0.526594340801239, | |
| "learning_rate": 5.090909090909091e-05, | |
| "loss": 0.9666, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 2.7272727272727275, | |
| "grad_norm": 0.48598650097846985, | |
| "learning_rate": 5.4545454545454546e-05, | |
| "loss": 0.8928, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 2.909090909090909, | |
| "grad_norm": 0.592958927154541, | |
| "learning_rate": 5.818181818181818e-05, | |
| "loss": 0.8593, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 3.0, | |
| "eval_loss": 0.9378392696380615, | |
| "eval_runtime": 9.8953, | |
| "eval_samples_per_second": 2.425, | |
| "eval_steps_per_second": 2.425, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 3.090909090909091, | |
| "grad_norm": 0.5815737843513489, | |
| "learning_rate": 6.181818181818182e-05, | |
| "loss": 0.8167, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 3.2727272727272725, | |
| "grad_norm": 0.6120511293411255, | |
| "learning_rate": 6.545454545454546e-05, | |
| "loss": 0.7236, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 3.4545454545454546, | |
| "grad_norm": 0.6058388948440552, | |
| "learning_rate": 6.90909090909091e-05, | |
| "loss": 0.8298, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 3.6363636363636362, | |
| "grad_norm": 0.5814407467842102, | |
| "learning_rate": 7.272727272727273e-05, | |
| "loss": 0.7682, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 3.8181818181818183, | |
| "grad_norm": 0.625813364982605, | |
| "learning_rate": 7.636363636363637e-05, | |
| "loss": 0.8129, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "grad_norm": 0.7839888334274292, | |
| "learning_rate": 8e-05, | |
| "loss": 0.7403, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 4.0, | |
| "eval_loss": 0.8860878944396973, | |
| "eval_runtime": 9.9057, | |
| "eval_samples_per_second": 2.423, | |
| "eval_steps_per_second": 2.423, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 4.181818181818182, | |
| "grad_norm": 0.7345572710037231, | |
| "learning_rate": 8.363636363636364e-05, | |
| "loss": 0.6877, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 4.363636363636363, | |
| "grad_norm": 0.7543135285377502, | |
| "learning_rate": 8.727272727272727e-05, | |
| "loss": 0.7107, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 4.545454545454545, | |
| "grad_norm": 0.9157195687294006, | |
| "learning_rate": 9.090909090909092e-05, | |
| "loss": 0.673, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 4.7272727272727275, | |
| "grad_norm": 0.9693506360054016, | |
| "learning_rate": 9.454545454545455e-05, | |
| "loss": 0.6431, | |
| "step": 52 | |
| }, | |
| { | |
| "epoch": 4.909090909090909, | |
| "grad_norm": 0.8752488493919373, | |
| "learning_rate": 9.818181818181818e-05, | |
| "loss": 0.5823, | |
| "step": 54 | |
| }, | |
| { | |
| "epoch": 5.0, | |
| "eval_loss": 0.9115815162658691, | |
| "eval_runtime": 9.8961, | |
| "eval_samples_per_second": 2.425, | |
| "eval_steps_per_second": 2.425, | |
| "step": 55 | |
| }, | |
| { | |
| "epoch": 5.090909090909091, | |
| "grad_norm": 0.8184692859649658, | |
| "learning_rate": 9.999899300364532e-05, | |
| "loss": 0.563, | |
| "step": 56 | |
| }, | |
| { | |
| "epoch": 5.2727272727272725, | |
| "grad_norm": 0.8796578645706177, | |
| "learning_rate": 9.99909372761763e-05, | |
| "loss": 0.5209, | |
| "step": 58 | |
| }, | |
| { | |
| "epoch": 5.454545454545454, | |
| "grad_norm": 0.9785192012786865, | |
| "learning_rate": 9.997482711915927e-05, | |
| "loss": 0.4667, | |
| "step": 60 | |
| }, | |
| { | |
| "epoch": 5.636363636363637, | |
| "grad_norm": 1.2116471529006958, | |
| "learning_rate": 9.99506651282272e-05, | |
| "loss": 0.4563, | |
| "step": 62 | |
| }, | |
| { | |
| "epoch": 5.818181818181818, | |
| "grad_norm": 1.3979865312576294, | |
| "learning_rate": 9.991845519630678e-05, | |
| "loss": 0.4748, | |
| "step": 64 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "grad_norm": 1.3544435501098633, | |
| "learning_rate": 9.987820251299122e-05, | |
| "loss": 0.4269, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 6.0, | |
| "eval_loss": 1.032470941543579, | |
| "eval_runtime": 9.8941, | |
| "eval_samples_per_second": 2.426, | |
| "eval_steps_per_second": 2.426, | |
| "step": 66 | |
| }, | |
| { | |
| "epoch": 6.181818181818182, | |
| "grad_norm": 1.0311542749404907, | |
| "learning_rate": 9.982991356370404e-05, | |
| "loss": 0.3077, | |
| "step": 68 | |
| }, | |
| { | |
| "epoch": 6.363636363636363, | |
| "grad_norm": 1.0964933633804321, | |
| "learning_rate": 9.977359612865423e-05, | |
| "loss": 0.3093, | |
| "step": 70 | |
| }, | |
| { | |
| "epoch": 6.545454545454545, | |
| "grad_norm": 1.4322137832641602, | |
| "learning_rate": 9.970925928158274e-05, | |
| "loss": 0.3127, | |
| "step": 72 | |
| }, | |
| { | |
| "epoch": 6.7272727272727275, | |
| "grad_norm": 1.3604410886764526, | |
| "learning_rate": 9.963691338830044e-05, | |
| "loss": 0.2649, | |
| "step": 74 | |
| }, | |
| { | |
| "epoch": 6.909090909090909, | |
| "grad_norm": 1.505393624305725, | |
| "learning_rate": 9.955657010501806e-05, | |
| "loss": 0.2688, | |
| "step": 76 | |
| }, | |
| { | |
| "epoch": 7.0, | |
| "eval_loss": 1.0846952199935913, | |
| "eval_runtime": 9.9072, | |
| "eval_samples_per_second": 2.422, | |
| "eval_steps_per_second": 2.422, | |
| "step": 77 | |
| }, | |
| { | |
| "epoch": 7.090909090909091, | |
| "grad_norm": 1.0734570026397705, | |
| "learning_rate": 9.946824237646824e-05, | |
| "loss": 0.2259, | |
| "step": 78 | |
| }, | |
| { | |
| "epoch": 7.2727272727272725, | |
| "grad_norm": 1.4121390581130981, | |
| "learning_rate": 9.937194443381972e-05, | |
| "loss": 0.1921, | |
| "step": 80 | |
| }, | |
| { | |
| "epoch": 7.454545454545454, | |
| "grad_norm": 1.5402942895889282, | |
| "learning_rate": 9.926769179238466e-05, | |
| "loss": 0.1367, | |
| "step": 82 | |
| }, | |
| { | |
| "epoch": 7.636363636363637, | |
| "grad_norm": 1.5536012649536133, | |
| "learning_rate": 9.915550124911866e-05, | |
| "loss": 0.1337, | |
| "step": 84 | |
| }, | |
| { | |
| "epoch": 7.818181818181818, | |
| "grad_norm": 1.4846868515014648, | |
| "learning_rate": 9.903539087991462e-05, | |
| "loss": 0.1779, | |
| "step": 86 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "grad_norm": 1.4603244066238403, | |
| "learning_rate": 9.890738003669029e-05, | |
| "loss": 0.1625, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 8.0, | |
| "eval_loss": 1.2474989891052246, | |
| "eval_runtime": 9.9003, | |
| "eval_samples_per_second": 2.424, | |
| "eval_steps_per_second": 2.424, | |
| "step": 88 | |
| }, | |
| { | |
| "epoch": 8.181818181818182, | |
| "grad_norm": 0.9843153953552246, | |
| "learning_rate": 9.877148934427037e-05, | |
| "loss": 0.0988, | |
| "step": 90 | |
| }, | |
| { | |
| "epoch": 8.363636363636363, | |
| "grad_norm": 0.8816183805465698, | |
| "learning_rate": 9.862774069706346e-05, | |
| "loss": 0.0893, | |
| "step": 92 | |
| }, | |
| { | |
| "epoch": 8.545454545454545, | |
| "grad_norm": 0.8757835030555725, | |
| "learning_rate": 9.847615725553456e-05, | |
| "loss": 0.092, | |
| "step": 94 | |
| }, | |
| { | |
| "epoch": 8.727272727272727, | |
| "grad_norm": 0.8291594982147217, | |
| "learning_rate": 9.831676344247342e-05, | |
| "loss": 0.1048, | |
| "step": 96 | |
| }, | |
| { | |
| "epoch": 8.909090909090908, | |
| "grad_norm": 1.4149295091629028, | |
| "learning_rate": 9.814958493905963e-05, | |
| "loss": 0.0921, | |
| "step": 98 | |
| }, | |
| { | |
| "epoch": 9.0, | |
| "eval_loss": 1.4958215951919556, | |
| "eval_runtime": 9.8965, | |
| "eval_samples_per_second": 2.425, | |
| "eval_steps_per_second": 2.425, | |
| "step": 99 | |
| }, | |
| { | |
| "epoch": 9.090909090909092, | |
| "grad_norm": 0.8341209888458252, | |
| "learning_rate": 9.797464868072488e-05, | |
| "loss": 0.07, | |
| "step": 100 | |
| }, | |
| { | |
| "epoch": 9.272727272727273, | |
| "grad_norm": 1.030566930770874, | |
| "learning_rate": 9.779198285281325e-05, | |
| "loss": 0.0663, | |
| "step": 102 | |
| }, | |
| { | |
| "epoch": 9.454545454545455, | |
| "grad_norm": 1.3842285871505737, | |
| "learning_rate": 9.760161688604008e-05, | |
| "loss": 0.0644, | |
| "step": 104 | |
| }, | |
| { | |
| "epoch": 9.636363636363637, | |
| "grad_norm": 0.6888823509216309, | |
| "learning_rate": 9.740358145174998e-05, | |
| "loss": 0.0581, | |
| "step": 106 | |
| }, | |
| { | |
| "epoch": 9.818181818181818, | |
| "grad_norm": 1.4410877227783203, | |
| "learning_rate": 9.719790845697533e-05, | |
| "loss": 0.0972, | |
| "step": 108 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "grad_norm": 1.2411458492279053, | |
| "learning_rate": 9.698463103929542e-05, | |
| "loss": 0.0629, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 10.0, | |
| "eval_loss": 1.5465604066848755, | |
| "eval_runtime": 9.9036, | |
| "eval_samples_per_second": 2.423, | |
| "eval_steps_per_second": 2.423, | |
| "step": 110 | |
| }, | |
| { | |
| "epoch": 10.181818181818182, | |
| "grad_norm": 0.8786189556121826, | |
| "learning_rate": 9.676378356149734e-05, | |
| "loss": 0.0381, | |
| "step": 112 | |
| }, | |
| { | |
| "epoch": 10.363636363636363, | |
| "grad_norm": 1.1501296758651733, | |
| "learning_rate": 9.653540160603956e-05, | |
| "loss": 0.0429, | |
| "step": 114 | |
| }, | |
| { | |
| "epoch": 10.545454545454545, | |
| "grad_norm": 0.7037285566329956, | |
| "learning_rate": 9.629952196931901e-05, | |
| "loss": 0.041, | |
| "step": 116 | |
| }, | |
| { | |
| "epoch": 10.727272727272727, | |
| "grad_norm": 1.9075895547866821, | |
| "learning_rate": 9.60561826557425e-05, | |
| "loss": 0.0659, | |
| "step": 118 | |
| }, | |
| { | |
| "epoch": 10.909090909090908, | |
| "grad_norm": 1.667096734046936, | |
| "learning_rate": 9.580542287160348e-05, | |
| "loss": 0.0518, | |
| "step": 120 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "eval_loss": 1.649419903755188, | |
| "eval_runtime": 9.8927, | |
| "eval_samples_per_second": 2.426, | |
| "eval_steps_per_second": 2.426, | |
| "step": 121 | |
| }, | |
| { | |
| "epoch": 11.0, | |
| "step": 121, | |
| "total_flos": 1.6108834355412992e+16, | |
| "train_loss": 0.5131793877433154, | |
| "train_runtime": 1169.4049, | |
| "train_samples_per_second": 3.763, | |
| "train_steps_per_second": 0.47 | |
| } | |
| ], | |
| "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": 1.6108834355412992e+16, | |
| "train_batch_size": 1, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |