{ "best_metric": 0.09587574750185013, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.7162041181736795, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01432408236347359, "grad_norm": 63.055362701416016, "learning_rate": 5e-05, "loss": 1.103, "step": 1 }, { "epoch": 0.01432408236347359, "eval_loss": 1.0215070247650146, "eval_runtime": 14.3994, "eval_samples_per_second": 32.64, "eval_steps_per_second": 4.097, "step": 1 }, { "epoch": 0.02864816472694718, "grad_norm": 74.32926177978516, "learning_rate": 0.0001, "loss": 0.9493, "step": 2 }, { "epoch": 0.04297224709042077, "grad_norm": 72.27410888671875, "learning_rate": 9.989294616193017e-05, "loss": 0.5497, "step": 3 }, { "epoch": 0.05729632945389436, "grad_norm": 46.700836181640625, "learning_rate": 9.957224306869053e-05, "loss": 0.1979, "step": 4 }, { "epoch": 0.07162041181736795, "grad_norm": 19.62844467163086, "learning_rate": 9.903926402016153e-05, "loss": 0.1001, "step": 5 }, { "epoch": 0.08594449418084155, "grad_norm": 19.621530532836914, "learning_rate": 9.829629131445342e-05, "loss": 0.0659, "step": 6 }, { "epoch": 0.10026857654431513, "grad_norm": 16.500459671020508, "learning_rate": 9.73465064747553e-05, "loss": 0.1086, "step": 7 }, { "epoch": 0.11459265890778872, "grad_norm": 16.219865798950195, "learning_rate": 9.619397662556435e-05, "loss": 0.0392, "step": 8 }, { "epoch": 0.12891674127126232, "grad_norm": 27.937068939208984, "learning_rate": 9.484363707663442e-05, "loss": 0.0779, "step": 9 }, { "epoch": 0.1432408236347359, "grad_norm": 12.639532089233398, "learning_rate": 9.330127018922194e-05, "loss": 0.1651, "step": 10 }, { "epoch": 0.1575649059982095, "grad_norm": 45.64315414428711, "learning_rate": 9.157348061512727e-05, "loss": 0.7781, "step": 11 }, { "epoch": 0.1718889883616831, "grad_norm": 51.64421463012695, "learning_rate": 8.966766701456177e-05, "loss": 0.3408, "step": 12 }, { "epoch": 0.18621307072515667, "grad_norm": 55.34473419189453, "learning_rate": 8.759199037394887e-05, "loss": 1.0015, "step": 13 }, { "epoch": 0.20053715308863027, "grad_norm": 66.8047103881836, "learning_rate": 8.535533905932738e-05, "loss": 0.3822, "step": 14 }, { "epoch": 0.21486123545210384, "grad_norm": 57.349098205566406, "learning_rate": 8.296729075500344e-05, "loss": 0.1784, "step": 15 }, { "epoch": 0.22918531781557744, "grad_norm": 23.43671226501465, "learning_rate": 8.043807145043604e-05, "loss": 0.089, "step": 16 }, { "epoch": 0.24350940017905104, "grad_norm": 6.633354187011719, "learning_rate": 7.777851165098012e-05, "loss": 0.029, "step": 17 }, { "epoch": 0.25783348254252464, "grad_norm": 6.5723557472229, "learning_rate": 7.500000000000001e-05, "loss": 0.0422, "step": 18 }, { "epoch": 0.2721575649059982, "grad_norm": 4.889287948608398, "learning_rate": 7.211443451095007e-05, "loss": 0.0295, "step": 19 }, { "epoch": 0.2864816472694718, "grad_norm": 8.272890090942383, "learning_rate": 6.91341716182545e-05, "loss": 0.0129, "step": 20 }, { "epoch": 0.3008057296329454, "grad_norm": 3.8905489444732666, "learning_rate": 6.607197326515808e-05, "loss": 0.0569, "step": 21 }, { "epoch": 0.315129811996419, "grad_norm": 4.120612621307373, "learning_rate": 6.294095225512603e-05, "loss": 0.0305, "step": 22 }, { "epoch": 0.3294538943598926, "grad_norm": 22.227991104125977, "learning_rate": 5.9754516100806423e-05, "loss": 0.1857, "step": 23 }, { "epoch": 0.3437779767233662, "grad_norm": 56.35881423950195, "learning_rate": 5.6526309611002594e-05, "loss": 0.3667, "step": 24 }, { "epoch": 0.35810205908683973, "grad_norm": 46.99864196777344, "learning_rate": 5.327015646150716e-05, "loss": 0.1759, "step": 25 }, { "epoch": 0.35810205908683973, "eval_loss": 0.12282446771860123, "eval_runtime": 14.6624, "eval_samples_per_second": 32.055, "eval_steps_per_second": 4.024, "step": 25 }, { "epoch": 0.37242614145031333, "grad_norm": 33.184486389160156, "learning_rate": 5e-05, "loss": 0.601, "step": 26 }, { "epoch": 0.38675022381378693, "grad_norm": 15.069119453430176, "learning_rate": 4.6729843538492847e-05, "loss": 0.0596, "step": 27 }, { "epoch": 0.40107430617726053, "grad_norm": 4.007075786590576, "learning_rate": 4.347369038899744e-05, "loss": 0.0156, "step": 28 }, { "epoch": 0.41539838854073413, "grad_norm": 4.233516216278076, "learning_rate": 4.0245483899193595e-05, "loss": 0.021, "step": 29 }, { "epoch": 0.4297224709042077, "grad_norm": 1.1447811126708984, "learning_rate": 3.705904774487396e-05, "loss": 0.0023, "step": 30 }, { "epoch": 0.4440465532676813, "grad_norm": 1.9399925470352173, "learning_rate": 3.392802673484193e-05, "loss": 0.0104, "step": 31 }, { "epoch": 0.4583706356311549, "grad_norm": 0.5079887509346008, "learning_rate": 3.086582838174551e-05, "loss": 0.001, "step": 32 }, { "epoch": 0.4726947179946285, "grad_norm": 0.320555180311203, "learning_rate": 2.7885565489049946e-05, "loss": 0.0006, "step": 33 }, { "epoch": 0.4870188003581021, "grad_norm": 3.9572017192840576, "learning_rate": 2.500000000000001e-05, "loss": 0.0168, "step": 34 }, { "epoch": 0.5013428827215757, "grad_norm": 10.02822494506836, "learning_rate": 2.2221488349019903e-05, "loss": 0.0444, "step": 35 }, { "epoch": 0.5156669650850493, "grad_norm": 57.605918884277344, "learning_rate": 1.9561928549563968e-05, "loss": 0.2545, "step": 36 }, { "epoch": 0.5299910474485229, "grad_norm": 35.58195114135742, "learning_rate": 1.703270924499656e-05, "loss": 0.1567, "step": 37 }, { "epoch": 0.5443151298119964, "grad_norm": 21.149555206298828, "learning_rate": 1.4644660940672627e-05, "loss": 0.6636, "step": 38 }, { "epoch": 0.55863921217547, "grad_norm": 29.886781692504883, "learning_rate": 1.2408009626051137e-05, "loss": 0.1354, "step": 39 }, { "epoch": 0.5729632945389436, "grad_norm": 3.169788360595703, "learning_rate": 1.0332332985438248e-05, "loss": 0.0168, "step": 40 }, { "epoch": 0.5872873769024172, "grad_norm": 2.152250289916992, "learning_rate": 8.426519384872733e-06, "loss": 0.0159, "step": 41 }, { "epoch": 0.6016114592658908, "grad_norm": 1.8241573572158813, "learning_rate": 6.698729810778065e-06, "loss": 0.0029, "step": 42 }, { "epoch": 0.6159355416293644, "grad_norm": 1.5569576025009155, "learning_rate": 5.156362923365588e-06, "loss": 0.014, "step": 43 }, { "epoch": 0.630259623992838, "grad_norm": 0.5868328213691711, "learning_rate": 3.8060233744356633e-06, "loss": 0.0017, "step": 44 }, { "epoch": 0.6445837063563116, "grad_norm": 1.1041371822357178, "learning_rate": 2.653493525244721e-06, "loss": 0.0115, "step": 45 }, { "epoch": 0.6589077887197852, "grad_norm": 2.012267827987671, "learning_rate": 1.70370868554659e-06, "loss": 0.0204, "step": 46 }, { "epoch": 0.6732318710832588, "grad_norm": 1.2815735340118408, "learning_rate": 9.607359798384785e-07, "loss": 0.0067, "step": 47 }, { "epoch": 0.6875559534467324, "grad_norm": 13.361666679382324, "learning_rate": 4.277569313094809e-07, "loss": 0.0906, "step": 48 }, { "epoch": 0.7018800358102059, "grad_norm": 19.576683044433594, "learning_rate": 1.0705383806982606e-07, "loss": 0.1782, "step": 49 }, { "epoch": 0.7162041181736795, "grad_norm": 17.42030906677246, "learning_rate": 0.0, "loss": 0.1183, "step": 50 }, { "epoch": 0.7162041181736795, "eval_loss": 0.09587574750185013, "eval_runtime": 14.6657, "eval_samples_per_second": 32.048, "eval_steps_per_second": 4.023, "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": 5.688797699537633e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }