{ "best_metric": 4.109295845031738, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.13635588886995056, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0027271177773990113, "grad_norm": 23.99407196044922, "learning_rate": 5e-05, "loss": 6.5334, "step": 1 }, { "epoch": 0.0027271177773990113, "eval_loss": 7.971259593963623, "eval_runtime": 22.6821, "eval_samples_per_second": 108.897, "eval_steps_per_second": 13.623, "step": 1 }, { "epoch": 0.005454235554798023, "grad_norm": 31.678979873657227, "learning_rate": 0.0001, "loss": 6.9307, "step": 2 }, { "epoch": 0.008181353332197034, "grad_norm": 14.564484596252441, "learning_rate": 9.989294616193017e-05, "loss": 6.7517, "step": 3 }, { "epoch": 0.010908471109596045, "grad_norm": 16.406156539916992, "learning_rate": 9.957224306869053e-05, "loss": 6.6504, "step": 4 }, { "epoch": 0.013635588886995058, "grad_norm": 8.475127220153809, "learning_rate": 9.903926402016153e-05, "loss": 6.5568, "step": 5 }, { "epoch": 0.01636270666439407, "grad_norm": 17.04689598083496, "learning_rate": 9.829629131445342e-05, "loss": 6.3192, "step": 6 }, { "epoch": 0.01908982444179308, "grad_norm": 18.254878997802734, "learning_rate": 9.73465064747553e-05, "loss": 5.9378, "step": 7 }, { "epoch": 0.02181694221919209, "grad_norm": 9.73586368560791, "learning_rate": 9.619397662556435e-05, "loss": 5.8095, "step": 8 }, { "epoch": 0.0245440599965911, "grad_norm": 6.178478240966797, "learning_rate": 9.484363707663442e-05, "loss": 5.6911, "step": 9 }, { "epoch": 0.027271177773990116, "grad_norm": 10.496391296386719, "learning_rate": 9.330127018922194e-05, "loss": 5.5548, "step": 10 }, { "epoch": 0.029998295551389127, "grad_norm": 10.32470989227295, "learning_rate": 9.157348061512727e-05, "loss": 5.4559, "step": 11 }, { "epoch": 0.03272541332878814, "grad_norm": 6.1552557945251465, "learning_rate": 8.966766701456177e-05, "loss": 5.7297, "step": 12 }, { "epoch": 0.03545253110618715, "grad_norm": 8.280558586120605, "learning_rate": 8.759199037394887e-05, "loss": 4.9186, "step": 13 }, { "epoch": 0.03817964888358616, "grad_norm": 5.852046012878418, "learning_rate": 8.535533905932738e-05, "loss": 4.5106, "step": 14 }, { "epoch": 0.040906766660985174, "grad_norm": 3.1694095134735107, "learning_rate": 8.296729075500344e-05, "loss": 4.3904, "step": 15 }, { "epoch": 0.04363388443838418, "grad_norm": 3.3688089847564697, "learning_rate": 8.043807145043604e-05, "loss": 4.3411, "step": 16 }, { "epoch": 0.046361002215783195, "grad_norm": 3.222318410873413, "learning_rate": 7.777851165098012e-05, "loss": 4.3691, "step": 17 }, { "epoch": 0.0490881199931822, "grad_norm": 4.088284969329834, "learning_rate": 7.500000000000001e-05, "loss": 4.3977, "step": 18 }, { "epoch": 0.05181523777058122, "grad_norm": 2.59112286567688, "learning_rate": 7.211443451095007e-05, "loss": 4.3705, "step": 19 }, { "epoch": 0.05454235554798023, "grad_norm": 3.207937717437744, "learning_rate": 6.91341716182545e-05, "loss": 4.4536, "step": 20 }, { "epoch": 0.05726947332537924, "grad_norm": 2.292299270629883, "learning_rate": 6.607197326515808e-05, "loss": 4.2739, "step": 21 }, { "epoch": 0.05999659110277825, "grad_norm": 2.331582546234131, "learning_rate": 6.294095225512603e-05, "loss": 4.4515, "step": 22 }, { "epoch": 0.06272370888017727, "grad_norm": 2.8186817169189453, "learning_rate": 5.9754516100806423e-05, "loss": 4.4827, "step": 23 }, { "epoch": 0.06545082665757627, "grad_norm": 3.3522398471832275, "learning_rate": 5.6526309611002594e-05, "loss": 4.535, "step": 24 }, { "epoch": 0.06817794443497528, "grad_norm": 7.1114373207092285, "learning_rate": 5.327015646150716e-05, "loss": 4.6403, "step": 25 }, { "epoch": 0.06817794443497528, "eval_loss": 4.349310874938965, "eval_runtime": 22.6616, "eval_samples_per_second": 108.995, "eval_steps_per_second": 13.635, "step": 25 }, { "epoch": 0.0709050622123743, "grad_norm": 5.366950988769531, "learning_rate": 5e-05, "loss": 4.1341, "step": 26 }, { "epoch": 0.07363217998977331, "grad_norm": 4.294180393218994, "learning_rate": 4.6729843538492847e-05, "loss": 4.1222, "step": 27 }, { "epoch": 0.07635929776717232, "grad_norm": 4.62194299697876, "learning_rate": 4.347369038899744e-05, "loss": 4.1533, "step": 28 }, { "epoch": 0.07908641554457133, "grad_norm": 2.8264970779418945, "learning_rate": 4.0245483899193595e-05, "loss": 4.0021, "step": 29 }, { "epoch": 0.08181353332197035, "grad_norm": 1.9990670680999756, "learning_rate": 3.705904774487396e-05, "loss": 4.0211, "step": 30 }, { "epoch": 0.08454065109936935, "grad_norm": 2.144385576248169, "learning_rate": 3.392802673484193e-05, "loss": 4.0862, "step": 31 }, { "epoch": 0.08726776887676836, "grad_norm": 2.083113670349121, "learning_rate": 3.086582838174551e-05, "loss": 4.1946, "step": 32 }, { "epoch": 0.08999488665416738, "grad_norm": 3.0313470363616943, "learning_rate": 2.7885565489049946e-05, "loss": 4.2242, "step": 33 }, { "epoch": 0.09272200443156639, "grad_norm": 2.697965621948242, "learning_rate": 2.500000000000001e-05, "loss": 4.2101, "step": 34 }, { "epoch": 0.0954491222089654, "grad_norm": 3.0470216274261475, "learning_rate": 2.2221488349019903e-05, "loss": 4.2259, "step": 35 }, { "epoch": 0.0981762399863644, "grad_norm": 3.7986397743225098, "learning_rate": 1.9561928549563968e-05, "loss": 4.3803, "step": 36 }, { "epoch": 0.10090335776376343, "grad_norm": 5.8233866691589355, "learning_rate": 1.703270924499656e-05, "loss": 4.5658, "step": 37 }, { "epoch": 0.10363047554116243, "grad_norm": 4.283393383026123, "learning_rate": 1.4644660940672627e-05, "loss": 4.004, "step": 38 }, { "epoch": 0.10635759331856144, "grad_norm": 2.6006555557250977, "learning_rate": 1.2408009626051137e-05, "loss": 3.7634, "step": 39 }, { "epoch": 0.10908471109596046, "grad_norm": 1.7798596620559692, "learning_rate": 1.0332332985438248e-05, "loss": 3.9449, "step": 40 }, { "epoch": 0.11181182887335947, "grad_norm": 1.8412628173828125, "learning_rate": 8.426519384872733e-06, "loss": 3.8364, "step": 41 }, { "epoch": 0.11453894665075848, "grad_norm": 1.7957643270492554, "learning_rate": 6.698729810778065e-06, "loss": 4.0027, "step": 42 }, { "epoch": 0.11726606442815748, "grad_norm": 1.6139096021652222, "learning_rate": 5.156362923365588e-06, "loss": 3.9258, "step": 43 }, { "epoch": 0.1199931822055565, "grad_norm": 1.685750961303711, "learning_rate": 3.8060233744356633e-06, "loss": 4.0996, "step": 44 }, { "epoch": 0.12272029998295551, "grad_norm": 1.6270910501480103, "learning_rate": 2.653493525244721e-06, "loss": 3.9753, "step": 45 }, { "epoch": 0.12544741776035453, "grad_norm": 1.973434567451477, "learning_rate": 1.70370868554659e-06, "loss": 4.1226, "step": 46 }, { "epoch": 0.12817453553775354, "grad_norm": 2.979440689086914, "learning_rate": 9.607359798384785e-07, "loss": 4.1031, "step": 47 }, { "epoch": 0.13090165331515255, "grad_norm": 2.294022798538208, "learning_rate": 4.277569313094809e-07, "loss": 4.183, "step": 48 }, { "epoch": 0.13362877109255156, "grad_norm": 3.7254600524902344, "learning_rate": 1.0705383806982606e-07, "loss": 4.4106, "step": 49 }, { "epoch": 0.13635588886995056, "grad_norm": 6.3755784034729, "learning_rate": 0.0, "loss": 4.6472, "step": 50 }, { "epoch": 0.13635588886995056, "eval_loss": 4.109295845031738, "eval_runtime": 22.6607, "eval_samples_per_second": 108.999, "eval_steps_per_second": 13.636, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 25, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 1, "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": 8.33416392081408e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }