{ "best_metric": 0.8431416153907776, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 2.6315789473684212, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02631578947368421, "grad_norm": 35.830352783203125, "learning_rate": 1e-05, "loss": 5.5742, "step": 1 }, { "epoch": 0.02631578947368421, "eval_loss": 1.6754724979400635, "eval_runtime": 4.6369, "eval_samples_per_second": 13.802, "eval_steps_per_second": 3.451, "step": 1 }, { "epoch": 0.05263157894736842, "grad_norm": 45.00202560424805, "learning_rate": 2e-05, "loss": 6.0369, "step": 2 }, { "epoch": 0.07894736842105263, "grad_norm": 46.17910385131836, "learning_rate": 3e-05, "loss": 6.0642, "step": 3 }, { "epoch": 0.10526315789473684, "grad_norm": 49.760963439941406, "learning_rate": 4e-05, "loss": 5.5496, "step": 4 }, { "epoch": 0.13157894736842105, "grad_norm": 39.75947189331055, "learning_rate": 5e-05, "loss": 5.168, "step": 5 }, { "epoch": 0.15789473684210525, "grad_norm": 41.92656707763672, "learning_rate": 6e-05, "loss": 4.7943, "step": 6 }, { "epoch": 0.18421052631578946, "grad_norm": 27.3580322265625, "learning_rate": 7e-05, "loss": 3.9595, "step": 7 }, { "epoch": 0.21052631578947367, "grad_norm": 34.04036331176758, "learning_rate": 8e-05, "loss": 4.0193, "step": 8 }, { "epoch": 0.23684210526315788, "grad_norm": 39.38542556762695, "learning_rate": 9e-05, "loss": 4.7816, "step": 9 }, { "epoch": 0.2631578947368421, "grad_norm": 42.04862976074219, "learning_rate": 0.0001, "loss": 4.7192, "step": 10 }, { "epoch": 0.2894736842105263, "grad_norm": 16.514020919799805, "learning_rate": 9.997718922447667e-05, "loss": 3.6934, "step": 11 }, { "epoch": 0.3157894736842105, "grad_norm": 14.977937698364258, "learning_rate": 9.990877771116589e-05, "loss": 4.0051, "step": 12 }, { "epoch": 0.34210526315789475, "grad_norm": 16.822614669799805, "learning_rate": 9.979482788085454e-05, "loss": 3.3175, "step": 13 }, { "epoch": 0.3684210526315789, "grad_norm": 17.509784698486328, "learning_rate": 9.96354437049027e-05, "loss": 3.4816, "step": 14 }, { "epoch": 0.39473684210526316, "grad_norm": 15.930502891540527, "learning_rate": 9.943077061037671e-05, "loss": 3.2727, "step": 15 }, { "epoch": 0.42105263157894735, "grad_norm": 20.140819549560547, "learning_rate": 9.918099534735718e-05, "loss": 3.531, "step": 16 }, { "epoch": 0.4473684210526316, "grad_norm": 21.51377296447754, "learning_rate": 9.888634581854234e-05, "loss": 3.2109, "step": 17 }, { "epoch": 0.47368421052631576, "grad_norm": 21.92951202392578, "learning_rate": 9.85470908713026e-05, "loss": 3.6691, "step": 18 }, { "epoch": 0.5, "grad_norm": 10.309015274047852, "learning_rate": 9.816354005237583e-05, "loss": 3.3325, "step": 19 }, { "epoch": 0.5263157894736842, "grad_norm": 14.019783973693848, "learning_rate": 9.773604332542729e-05, "loss": 3.8225, "step": 20 }, { "epoch": 0.5526315789473685, "grad_norm": 12.386563301086426, "learning_rate": 9.726499075173201e-05, "loss": 3.4366, "step": 21 }, { "epoch": 0.5789473684210527, "grad_norm": 13.775650978088379, "learning_rate": 9.675081213427076e-05, "loss": 3.6102, "step": 22 }, { "epoch": 0.6052631578947368, "grad_norm": 13.588586807250977, "learning_rate": 9.619397662556435e-05, "loss": 3.7363, "step": 23 }, { "epoch": 0.631578947368421, "grad_norm": 13.898175239562988, "learning_rate": 9.559499229960451e-05, "loss": 3.2825, "step": 24 }, { "epoch": 0.6578947368421053, "grad_norm": 15.590497970581055, "learning_rate": 9.495440568827129e-05, "loss": 3.2594, "step": 25 }, { "epoch": 0.6842105263157895, "grad_norm": 18.052392959594727, "learning_rate": 9.42728012826605e-05, "loss": 3.4811, "step": 26 }, { "epoch": 0.7105263157894737, "grad_norm": 20.789844512939453, "learning_rate": 9.355080099977578e-05, "loss": 4.004, "step": 27 }, { "epoch": 0.7368421052631579, "grad_norm": 11.545269012451172, "learning_rate": 9.278906361507238e-05, "loss": 3.407, "step": 28 }, { "epoch": 0.7631578947368421, "grad_norm": 11.368681907653809, "learning_rate": 9.19882841613699e-05, "loss": 3.212, "step": 29 }, { "epoch": 0.7894736842105263, "grad_norm": 12.940420150756836, "learning_rate": 9.114919329468282e-05, "loss": 3.4642, "step": 30 }, { "epoch": 0.8157894736842105, "grad_norm": 11.59272575378418, "learning_rate": 9.02725566275473e-05, "loss": 3.3124, "step": 31 }, { "epoch": 0.8421052631578947, "grad_norm": 17.267396926879883, "learning_rate": 8.935917403045251e-05, "loss": 3.5721, "step": 32 }, { "epoch": 0.868421052631579, "grad_norm": 14.882741928100586, "learning_rate": 8.840987890201403e-05, "loss": 3.7928, "step": 33 }, { "epoch": 0.8947368421052632, "grad_norm": 14.032687187194824, "learning_rate": 8.742553740855506e-05, "loss": 3.2582, "step": 34 }, { "epoch": 0.9210526315789473, "grad_norm": 13.775826454162598, "learning_rate": 8.640704769378942e-05, "loss": 3.4732, "step": 35 }, { "epoch": 0.9473684210526315, "grad_norm": 17.22196388244629, "learning_rate": 8.535533905932738e-05, "loss": 3.6359, "step": 36 }, { "epoch": 0.9736842105263158, "grad_norm": 14.44973373413086, "learning_rate": 8.427137111675199e-05, "loss": 3.5035, "step": 37 }, { "epoch": 1.0, "grad_norm": 17.80911636352539, "learning_rate": 8.315613291203976e-05, "loss": 3.3937, "step": 38 }, { "epoch": 1.0263157894736843, "grad_norm": 8.416217803955078, "learning_rate": 8.201064202312441e-05, "loss": 2.8219, "step": 39 }, { "epoch": 1.0526315789473684, "grad_norm": 8.224820137023926, "learning_rate": 8.083594363142717e-05, "loss": 1.9419, "step": 40 }, { "epoch": 1.0789473684210527, "grad_norm": 8.183276176452637, "learning_rate": 7.963310956820085e-05, "loss": 1.795, "step": 41 }, { "epoch": 1.1052631578947367, "grad_norm": 8.23655891418457, "learning_rate": 7.840323733655778e-05, "loss": 1.6889, "step": 42 }, { "epoch": 1.131578947368421, "grad_norm": 11.236390113830566, "learning_rate": 7.714744911007394e-05, "loss": 1.6847, "step": 43 }, { "epoch": 1.1578947368421053, "grad_norm": 10.796011924743652, "learning_rate": 7.586689070888284e-05, "loss": 1.4455, "step": 44 }, { "epoch": 1.1842105263157894, "grad_norm": 10.806239128112793, "learning_rate": 7.456273055419388e-05, "loss": 1.1321, "step": 45 }, { "epoch": 1.2105263157894737, "grad_norm": 11.67683219909668, "learning_rate": 7.323615860218843e-05, "loss": 1.0502, "step": 46 }, { "epoch": 1.236842105263158, "grad_norm": 15.044631958007812, "learning_rate": 7.188838525826702e-05, "loss": 1.189, "step": 47 }, { "epoch": 1.263157894736842, "grad_norm": 13.156881332397461, "learning_rate": 7.052064027263786e-05, "loss": 2.1428, "step": 48 }, { "epoch": 1.2894736842105263, "grad_norm": 11.645526885986328, "learning_rate": 6.91341716182545e-05, "loss": 1.6295, "step": 49 }, { "epoch": 1.3157894736842106, "grad_norm": 10.376519203186035, "learning_rate": 6.773024435212678e-05, "loss": 1.609, "step": 50 }, { "epoch": 1.3157894736842106, "eval_loss": 0.8431416153907776, "eval_runtime": 4.7683, "eval_samples_per_second": 13.422, "eval_steps_per_second": 3.355, "step": 50 }, { "epoch": 1.3421052631578947, "grad_norm": 9.306763648986816, "learning_rate": 6.631013946104347e-05, "loss": 1.7307, "step": 51 }, { "epoch": 1.368421052631579, "grad_norm": 9.575918197631836, "learning_rate": 6.487515269276016e-05, "loss": 1.4591, "step": 52 }, { "epoch": 1.3947368421052633, "grad_norm": 11.862869262695312, "learning_rate": 6.342659337371885e-05, "loss": 1.1487, "step": 53 }, { "epoch": 1.4210526315789473, "grad_norm": 10.206483840942383, "learning_rate": 6.19657832143779e-05, "loss": 1.3008, "step": 54 }, { "epoch": 1.4473684210526316, "grad_norm": 12.067391395568848, "learning_rate": 6.049405510324238e-05, "loss": 1.1472, "step": 55 }, { "epoch": 1.4736842105263157, "grad_norm": 15.269783020019531, "learning_rate": 5.90127518906953e-05, "loss": 1.6159, "step": 56 }, { "epoch": 1.5, "grad_norm": 10.770502090454102, "learning_rate": 5.752322516373916e-05, "loss": 2.367, "step": 57 }, { "epoch": 1.526315789473684, "grad_norm": 8.79799747467041, "learning_rate": 5.602683401276615e-05, "loss": 1.6744, "step": 58 }, { "epoch": 1.5526315789473686, "grad_norm": 10.059900283813477, "learning_rate": 5.45249437914819e-05, "loss": 1.6454, "step": 59 }, { "epoch": 1.5789473684210527, "grad_norm": 8.759090423583984, "learning_rate": 5.3018924871114305e-05, "loss": 1.47, "step": 60 }, { "epoch": 1.6052631578947367, "grad_norm": 9.53599739074707, "learning_rate": 5.151015139004445e-05, "loss": 1.2789, "step": 61 }, { "epoch": 1.631578947368421, "grad_norm": 10.73863697052002, "learning_rate": 5e-05, "loss": 1.3115, "step": 62 }, { "epoch": 1.6578947368421053, "grad_norm": 14.568950653076172, "learning_rate": 4.848984860995557e-05, "loss": 1.2271, "step": 63 }, { "epoch": 1.6842105263157894, "grad_norm": 10.92098617553711, "learning_rate": 4.6981075128885693e-05, "loss": 1.2193, "step": 64 }, { "epoch": 1.7105263157894737, "grad_norm": 15.96349811553955, "learning_rate": 4.547505620851811e-05, "loss": 1.0586, "step": 65 }, { "epoch": 1.736842105263158, "grad_norm": 10.191640853881836, "learning_rate": 4.397316598723385e-05, "loss": 2.1627, "step": 66 }, { "epoch": 1.763157894736842, "grad_norm": 8.593461036682129, "learning_rate": 4.2476774836260845e-05, "loss": 1.5354, "step": 67 }, { "epoch": 1.7894736842105263, "grad_norm": 8.911328315734863, "learning_rate": 4.0987248109304714e-05, "loss": 1.5173, "step": 68 }, { "epoch": 1.8157894736842106, "grad_norm": 9.834583282470703, "learning_rate": 3.950594489675763e-05, "loss": 1.2573, "step": 69 }, { "epoch": 1.8421052631578947, "grad_norm": 14.315779685974121, "learning_rate": 3.803421678562213e-05, "loss": 1.5104, "step": 70 }, { "epoch": 1.868421052631579, "grad_norm": 10.957352638244629, "learning_rate": 3.657340662628116e-05, "loss": 1.2571, "step": 71 }, { "epoch": 1.8947368421052633, "grad_norm": 8.86029052734375, "learning_rate": 3.512484730723986e-05, "loss": 1.1201, "step": 72 }, { "epoch": 1.9210526315789473, "grad_norm": 19.02982521057129, "learning_rate": 3.368986053895655e-05, "loss": 1.3237, "step": 73 }, { "epoch": 1.9473684210526314, "grad_norm": 14.128595352172852, "learning_rate": 3.226975564787322e-05, "loss": 1.2664, "step": 74 }, { "epoch": 1.973684210526316, "grad_norm": 9.162415504455566, "learning_rate": 3.086582838174551e-05, "loss": 1.7131, "step": 75 }, { "epoch": 2.0, "grad_norm": 17.592689514160156, "learning_rate": 2.9479359727362173e-05, "loss": 1.3134, "step": 76 }, { "epoch": 2.026315789473684, "grad_norm": 5.179409027099609, "learning_rate": 2.811161474173297e-05, "loss": 1.1209, "step": 77 }, { "epoch": 2.0526315789473686, "grad_norm": 5.210384845733643, "learning_rate": 2.6763841397811573e-05, "loss": 0.6815, "step": 78 }, { "epoch": 2.0789473684210527, "grad_norm": 4.825469970703125, "learning_rate": 2.5437269445806145e-05, "loss": 0.5254, "step": 79 }, { "epoch": 2.1052631578947367, "grad_norm": 6.13608980178833, "learning_rate": 2.4133109291117156e-05, "loss": 0.4893, "step": 80 }, { "epoch": 2.1315789473684212, "grad_norm": 5.591810703277588, "learning_rate": 2.2852550889926067e-05, "loss": 0.4407, "step": 81 }, { "epoch": 2.1578947368421053, "grad_norm": 7.048465728759766, "learning_rate": 2.1596762663442218e-05, "loss": 0.3898, "step": 82 }, { "epoch": 2.1842105263157894, "grad_norm": 5.151188850402832, "learning_rate": 2.0366890431799167e-05, "loss": 0.2723, "step": 83 }, { "epoch": 2.2105263157894735, "grad_norm": 10.724916458129883, "learning_rate": 1.9164056368572846e-05, "loss": 0.3257, "step": 84 }, { "epoch": 2.236842105263158, "grad_norm": 8.111312866210938, "learning_rate": 1.7989357976875603e-05, "loss": 0.3198, "step": 85 }, { "epoch": 2.263157894736842, "grad_norm": 9.9498291015625, "learning_rate": 1.684386708796025e-05, "loss": 1.3307, "step": 86 }, { "epoch": 2.2894736842105265, "grad_norm": 9.693532943725586, "learning_rate": 1.5728628883248007e-05, "loss": 0.5567, "step": 87 }, { "epoch": 2.3157894736842106, "grad_norm": 9.346628189086914, "learning_rate": 1.4644660940672627e-05, "loss": 0.5224, "step": 88 }, { "epoch": 2.3421052631578947, "grad_norm": 7.563309192657471, "learning_rate": 1.3592952306210588e-05, "loss": 0.3015, "step": 89 }, { "epoch": 2.3684210526315788, "grad_norm": 14.845423698425293, "learning_rate": 1.257446259144494e-05, "loss": 0.4559, "step": 90 }, { "epoch": 2.3947368421052633, "grad_norm": 7.790347099304199, "learning_rate": 1.159012109798598e-05, "loss": 0.2831, "step": 91 }, { "epoch": 2.4210526315789473, "grad_norm": 6.179875373840332, "learning_rate": 1.0640825969547496e-05, "loss": 0.2589, "step": 92 }, { "epoch": 2.4473684210526314, "grad_norm": 11.59399700164795, "learning_rate": 9.7274433724527e-06, "loss": 0.3414, "step": 93 }, { "epoch": 2.473684210526316, "grad_norm": 11.449027061462402, "learning_rate": 8.850806705317183e-06, "loss": 0.3312, "step": 94 }, { "epoch": 2.5, "grad_norm": 8.000958442687988, "learning_rate": 8.011715838630107e-06, "loss": 0.8506, "step": 95 }, { "epoch": 2.526315789473684, "grad_norm": 7.2397871017456055, "learning_rate": 7.21093638492763e-06, "loss": 0.5091, "step": 96 }, { "epoch": 2.5526315789473686, "grad_norm": 10.7366304397583, "learning_rate": 6.449199000224221e-06, "loss": 0.502, "step": 97 }, { "epoch": 2.5789473684210527, "grad_norm": 9.00999641418457, "learning_rate": 5.727198717339511e-06, "loss": 0.4939, "step": 98 }, { "epoch": 2.6052631578947367, "grad_norm": 8.740212440490723, "learning_rate": 5.045594311728707e-06, "loss": 0.4444, "step": 99 }, { "epoch": 2.6315789473684212, "grad_norm": 9.263764381408691, "learning_rate": 4.405007700395497e-06, "loss": 0.3217, "step": 100 }, { "epoch": 2.6315789473684212, "eval_loss": 0.9828011393547058, "eval_runtime": 4.7664, "eval_samples_per_second": 13.427, "eval_steps_per_second": 3.357, "step": 100 } ], "logging_steps": 1, "max_steps": 114, "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": 1 } }, "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.4247389962646323e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }