{ "best_metric": 1.7353423833847046, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 3.0, "eval_steps": 50, "global_step": 78, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.038461538461538464, "grad_norm": 0.752164900302887, "learning_rate": 1.0100000000000002e-05, "loss": 2.2659, "step": 1 }, { "epoch": 0.038461538461538464, "eval_loss": 2.211784601211548, "eval_runtime": 2.2054, "eval_samples_per_second": 157.792, "eval_steps_per_second": 4.988, "step": 1 }, { "epoch": 0.07692307692307693, "grad_norm": 0.6016207933425903, "learning_rate": 2.0200000000000003e-05, "loss": 2.1249, "step": 2 }, { "epoch": 0.11538461538461539, "grad_norm": 0.6095423102378845, "learning_rate": 3.0299999999999998e-05, "loss": 2.1784, "step": 3 }, { "epoch": 0.15384615384615385, "grad_norm": 0.5610781908035278, "learning_rate": 4.0400000000000006e-05, "loss": 2.1097, "step": 4 }, { "epoch": 0.19230769230769232, "grad_norm": 0.4632483422756195, "learning_rate": 5.05e-05, "loss": 2.0808, "step": 5 }, { "epoch": 0.23076923076923078, "grad_norm": 0.4746914505958557, "learning_rate": 6.0599999999999996e-05, "loss": 2.1748, "step": 6 }, { "epoch": 0.2692307692307692, "grad_norm": 0.5191957354545593, "learning_rate": 7.07e-05, "loss": 2.1659, "step": 7 }, { "epoch": 0.3076923076923077, "grad_norm": 0.44363823533058167, "learning_rate": 8.080000000000001e-05, "loss": 2.06, "step": 8 }, { "epoch": 0.34615384615384615, "grad_norm": 0.4801614582538605, "learning_rate": 9.09e-05, "loss": 1.9743, "step": 9 }, { "epoch": 0.38461538461538464, "grad_norm": 0.441130131483078, "learning_rate": 0.000101, "loss": 1.9754, "step": 10 }, { "epoch": 0.4230769230769231, "grad_norm": 0.33599308133125305, "learning_rate": 9.951470588235295e-05, "loss": 1.9095, "step": 11 }, { "epoch": 0.46153846153846156, "grad_norm": 0.3105998933315277, "learning_rate": 9.802941176470589e-05, "loss": 2.0331, "step": 12 }, { "epoch": 0.5, "grad_norm": 0.3804920017719269, "learning_rate": 9.654411764705883e-05, "loss": 2.0143, "step": 13 }, { "epoch": 0.5384615384615384, "grad_norm": 0.24867188930511475, "learning_rate": 9.505882352941176e-05, "loss": 1.8873, "step": 14 }, { "epoch": 0.5769230769230769, "grad_norm": 0.24112817645072937, "learning_rate": 9.35735294117647e-05, "loss": 1.8959, "step": 15 }, { "epoch": 0.6153846153846154, "grad_norm": 0.24081434309482574, "learning_rate": 9.208823529411765e-05, "loss": 1.9147, "step": 16 }, { "epoch": 0.6538461538461539, "grad_norm": 0.21563218533992767, "learning_rate": 9.060294117647059e-05, "loss": 1.8579, "step": 17 }, { "epoch": 0.6923076923076923, "grad_norm": 0.214906245470047, "learning_rate": 8.911764705882354e-05, "loss": 1.8786, "step": 18 }, { "epoch": 0.7307692307692307, "grad_norm": 0.2766111195087433, "learning_rate": 8.763235294117648e-05, "loss": 2.0301, "step": 19 }, { "epoch": 0.7692307692307693, "grad_norm": 0.1956668496131897, "learning_rate": 8.614705882352941e-05, "loss": 1.8985, "step": 20 }, { "epoch": 0.8076923076923077, "grad_norm": 0.17424818873405457, "learning_rate": 8.466176470588235e-05, "loss": 1.8675, "step": 21 }, { "epoch": 0.8461538461538461, "grad_norm": 0.17511093616485596, "learning_rate": 8.31764705882353e-05, "loss": 1.859, "step": 22 }, { "epoch": 0.8846153846153846, "grad_norm": 0.19017955660820007, "learning_rate": 8.169117647058824e-05, "loss": 1.8439, "step": 23 }, { "epoch": 0.9230769230769231, "grad_norm": 0.17834191024303436, "learning_rate": 8.020588235294117e-05, "loss": 1.8564, "step": 24 }, { "epoch": 0.9615384615384616, "grad_norm": 0.23905925452709198, "learning_rate": 7.872058823529412e-05, "loss": 1.8711, "step": 25 }, { "epoch": 1.0, "grad_norm": 0.17136764526367188, "learning_rate": 7.723529411764705e-05, "loss": 1.8694, "step": 26 }, { "epoch": 1.0384615384615385, "grad_norm": 0.1824013590812683, "learning_rate": 7.575e-05, "loss": 1.8534, "step": 27 }, { "epoch": 1.0769230769230769, "grad_norm": 0.15634748339653015, "learning_rate": 7.426470588235294e-05, "loss": 1.8498, "step": 28 }, { "epoch": 1.1153846153846154, "grad_norm": 0.15968245267868042, "learning_rate": 7.277941176470588e-05, "loss": 1.7951, "step": 29 }, { "epoch": 1.1538461538461537, "grad_norm": 0.16718855500221252, "learning_rate": 7.129411764705883e-05, "loss": 1.8043, "step": 30 }, { "epoch": 1.1923076923076923, "grad_norm": 0.16687163710594177, "learning_rate": 6.980882352941177e-05, "loss": 1.7564, "step": 31 }, { "epoch": 1.2307692307692308, "grad_norm": 0.19620829820632935, "learning_rate": 6.832352941176471e-05, "loss": 1.8006, "step": 32 }, { "epoch": 1.2692307692307692, "grad_norm": 0.199501633644104, "learning_rate": 6.683823529411764e-05, "loss": 1.8423, "step": 33 }, { "epoch": 1.3076923076923077, "grad_norm": 0.1612561047077179, "learning_rate": 6.535294117647059e-05, "loss": 1.7297, "step": 34 }, { "epoch": 1.3461538461538463, "grad_norm": 0.16329838335514069, "learning_rate": 6.386764705882353e-05, "loss": 1.7766, "step": 35 }, { "epoch": 1.3846153846153846, "grad_norm": 0.16919498145580292, "learning_rate": 6.238235294117647e-05, "loss": 1.7517, "step": 36 }, { "epoch": 1.4230769230769231, "grad_norm": 0.17654262483119965, "learning_rate": 6.089705882352941e-05, "loss": 1.7398, "step": 37 }, { "epoch": 1.4615384615384617, "grad_norm": 0.17898808419704437, "learning_rate": 5.9411764705882355e-05, "loss": 1.7625, "step": 38 }, { "epoch": 1.5, "grad_norm": 0.20013999938964844, "learning_rate": 5.792647058823529e-05, "loss": 1.8085, "step": 39 }, { "epoch": 1.5384615384615383, "grad_norm": 0.1709008663892746, "learning_rate": 5.6441176470588234e-05, "loss": 1.755, "step": 40 }, { "epoch": 1.5769230769230769, "grad_norm": 0.16357500851154327, "learning_rate": 5.495588235294117e-05, "loss": 1.7085, "step": 41 }, { "epoch": 1.6153846153846154, "grad_norm": 0.17873141169548035, "learning_rate": 5.347058823529412e-05, "loss": 1.73, "step": 42 }, { "epoch": 1.6538461538461537, "grad_norm": 0.1770196110010147, "learning_rate": 5.198529411764706e-05, "loss": 1.7134, "step": 43 }, { "epoch": 1.6923076923076923, "grad_norm": 0.18043147027492523, "learning_rate": 5.05e-05, "loss": 1.7433, "step": 44 }, { "epoch": 1.7307692307692308, "grad_norm": 0.22373785078525543, "learning_rate": 4.9014705882352944e-05, "loss": 1.8027, "step": 45 }, { "epoch": 1.7692307692307692, "grad_norm": 0.19109472632408142, "learning_rate": 4.752941176470588e-05, "loss": 1.7714, "step": 46 }, { "epoch": 1.8076923076923077, "grad_norm": 0.18167556822299957, "learning_rate": 4.6044117647058824e-05, "loss": 1.7621, "step": 47 }, { "epoch": 1.8461538461538463, "grad_norm": 0.17304182052612305, "learning_rate": 4.455882352941177e-05, "loss": 1.6862, "step": 48 }, { "epoch": 1.8846153846153846, "grad_norm": 0.18664932250976562, "learning_rate": 4.3073529411764704e-05, "loss": 1.6783, "step": 49 }, { "epoch": 1.9230769230769231, "grad_norm": 0.18729540705680847, "learning_rate": 4.158823529411765e-05, "loss": 1.7136, "step": 50 }, { "epoch": 1.9230769230769231, "eval_loss": 1.7353423833847046, "eval_runtime": 2.3319, "eval_samples_per_second": 149.235, "eval_steps_per_second": 4.717, "step": 50 }, { "epoch": 1.9615384615384617, "grad_norm": 0.2829529047012329, "learning_rate": 4.0102941176470584e-05, "loss": 1.7164, "step": 51 }, { "epoch": 2.0, "grad_norm": 0.17790408432483673, "learning_rate": 3.861764705882353e-05, "loss": 1.7158, "step": 52 }, { "epoch": 2.0384615384615383, "grad_norm": 0.189156174659729, "learning_rate": 3.713235294117647e-05, "loss": 1.7391, "step": 53 }, { "epoch": 2.076923076923077, "grad_norm": 0.16967850923538208, "learning_rate": 3.5647058823529414e-05, "loss": 1.6815, "step": 54 }, { "epoch": 2.1153846153846154, "grad_norm": 0.19820086658000946, "learning_rate": 3.416176470588236e-05, "loss": 1.6854, "step": 55 }, { "epoch": 2.1538461538461537, "grad_norm": 0.18333829939365387, "learning_rate": 3.2676470588235294e-05, "loss": 1.6754, "step": 56 }, { "epoch": 2.1923076923076925, "grad_norm": 0.17899633944034576, "learning_rate": 3.119117647058824e-05, "loss": 1.6111, "step": 57 }, { "epoch": 2.230769230769231, "grad_norm": 0.23990844190120697, "learning_rate": 2.9705882352941177e-05, "loss": 1.6596, "step": 58 }, { "epoch": 2.269230769230769, "grad_norm": 0.20980346202850342, "learning_rate": 2.8220588235294117e-05, "loss": 1.7304, "step": 59 }, { "epoch": 2.3076923076923075, "grad_norm": 0.19088959693908691, "learning_rate": 2.673529411764706e-05, "loss": 1.7127, "step": 60 }, { "epoch": 2.3461538461538463, "grad_norm": 0.19012954831123352, "learning_rate": 2.525e-05, "loss": 1.669, "step": 61 }, { "epoch": 2.3846153846153846, "grad_norm": 0.19641567766666412, "learning_rate": 2.376470588235294e-05, "loss": 1.6554, "step": 62 }, { "epoch": 2.423076923076923, "grad_norm": 0.1937105804681778, "learning_rate": 2.2279411764705884e-05, "loss": 1.6593, "step": 63 }, { "epoch": 2.4615384615384617, "grad_norm": 0.21003729104995728, "learning_rate": 2.0794117647058824e-05, "loss": 1.6555, "step": 64 }, { "epoch": 2.5, "grad_norm": 0.23616966605186462, "learning_rate": 1.9308823529411764e-05, "loss": 1.6987, "step": 65 }, { "epoch": 2.5384615384615383, "grad_norm": 0.2137942612171173, "learning_rate": 1.7823529411764707e-05, "loss": 1.7032, "step": 66 }, { "epoch": 2.5769230769230766, "grad_norm": 0.19349639117717743, "learning_rate": 1.6338235294117647e-05, "loss": 1.6375, "step": 67 }, { "epoch": 2.6153846153846154, "grad_norm": 0.2060813009738922, "learning_rate": 1.4852941176470589e-05, "loss": 1.6618, "step": 68 }, { "epoch": 2.6538461538461537, "grad_norm": 0.21163427829742432, "learning_rate": 1.336764705882353e-05, "loss": 1.5899, "step": 69 }, { "epoch": 2.6923076923076925, "grad_norm": 0.20877523720264435, "learning_rate": 1.188235294117647e-05, "loss": 1.6251, "step": 70 }, { "epoch": 2.730769230769231, "grad_norm": 0.24440649151802063, "learning_rate": 1.0397058823529412e-05, "loss": 1.6862, "step": 71 }, { "epoch": 2.769230769230769, "grad_norm": 0.21203215420246124, "learning_rate": 8.911764705882354e-06, "loss": 1.6578, "step": 72 }, { "epoch": 2.8076923076923075, "grad_norm": 0.1981406807899475, "learning_rate": 7.426470588235294e-06, "loss": 1.6344, "step": 73 }, { "epoch": 2.8461538461538463, "grad_norm": 0.2112911194562912, "learning_rate": 5.941176470588235e-06, "loss": 1.6169, "step": 74 }, { "epoch": 2.8846153846153846, "grad_norm": 0.21944387257099152, "learning_rate": 4.455882352941177e-06, "loss": 1.6177, "step": 75 }, { "epoch": 2.9230769230769234, "grad_norm": 0.2094384878873825, "learning_rate": 2.9705882352941176e-06, "loss": 1.6429, "step": 76 }, { "epoch": 2.9615384615384617, "grad_norm": 0.2863956093788147, "learning_rate": 1.4852941176470588e-06, "loss": 1.6306, "step": 77 }, { "epoch": 3.0, "grad_norm": 0.18163999915122986, "learning_rate": 0.0, "loss": 1.6626, "step": 78 } ], "logging_steps": 1, "max_steps": 78, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": 4.96732228026368e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }