{ "best_metric": 0.6489943265914917, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 1.3021001615508885, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.025848142164781908, "grad_norm": 4.880069255828857, "learning_rate": 5e-05, "loss": 1.5723, "step": 1 }, { "epoch": 0.025848142164781908, "eval_loss": 4.013998508453369, "eval_runtime": 7.9669, "eval_samples_per_second": 32.761, "eval_steps_per_second": 4.142, "step": 1 }, { "epoch": 0.051696284329563816, "grad_norm": 9.304342269897461, "learning_rate": 0.0001, "loss": 2.0352, "step": 2 }, { "epoch": 0.07754442649434572, "grad_norm": 9.894126892089844, "learning_rate": 9.989294616193017e-05, "loss": 2.0236, "step": 3 }, { "epoch": 0.10339256865912763, "grad_norm": 10.942134857177734, "learning_rate": 9.957224306869053e-05, "loss": 1.7414, "step": 4 }, { "epoch": 0.12924071082390953, "grad_norm": 5.521557331085205, "learning_rate": 9.903926402016153e-05, "loss": 0.8353, "step": 5 }, { "epoch": 0.15508885298869143, "grad_norm": 10.370209693908691, "learning_rate": 9.829629131445342e-05, "loss": 0.7426, "step": 6 }, { "epoch": 0.18093699515347333, "grad_norm": 3.6883773803710938, "learning_rate": 9.73465064747553e-05, "loss": 0.6915, "step": 7 }, { "epoch": 0.20678513731825526, "grad_norm": 3.1144471168518066, "learning_rate": 9.619397662556435e-05, "loss": 0.5608, "step": 8 }, { "epoch": 0.23263327948303716, "grad_norm": 2.9336555004119873, "learning_rate": 9.484363707663442e-05, "loss": 0.5569, "step": 9 }, { "epoch": 0.25848142164781907, "grad_norm": 5.899685382843018, "learning_rate": 9.330127018922194e-05, "loss": 1.2174, "step": 10 }, { "epoch": 0.284329563812601, "grad_norm": 4.57917594909668, "learning_rate": 9.157348061512727e-05, "loss": 1.1618, "step": 11 }, { "epoch": 0.31017770597738287, "grad_norm": 2.7850589752197266, "learning_rate": 8.966766701456177e-05, "loss": 0.8585, "step": 12 }, { "epoch": 0.3360258481421648, "grad_norm": 3.2607767581939697, "learning_rate": 8.759199037394887e-05, "loss": 0.862, "step": 13 }, { "epoch": 0.36187399030694667, "grad_norm": 4.28148078918457, "learning_rate": 8.535533905932738e-05, "loss": 0.8488, "step": 14 }, { "epoch": 0.3877221324717286, "grad_norm": 3.7991559505462646, "learning_rate": 8.296729075500344e-05, "loss": 0.814, "step": 15 }, { "epoch": 0.4135702746365105, "grad_norm": 3.3533058166503906, "learning_rate": 8.043807145043604e-05, "loss": 0.5973, "step": 16 }, { "epoch": 0.4394184168012924, "grad_norm": 2.7965564727783203, "learning_rate": 7.777851165098012e-05, "loss": 0.4449, "step": 17 }, { "epoch": 0.46526655896607433, "grad_norm": 2.6489598751068115, "learning_rate": 7.500000000000001e-05, "loss": 0.5361, "step": 18 }, { "epoch": 0.4911147011308562, "grad_norm": 3.193338394165039, "learning_rate": 7.211443451095007e-05, "loss": 0.602, "step": 19 }, { "epoch": 0.5169628432956381, "grad_norm": 2.7645440101623535, "learning_rate": 6.91341716182545e-05, "loss": 1.1143, "step": 20 }, { "epoch": 0.5428109854604201, "grad_norm": 4.164054870605469, "learning_rate": 6.607197326515808e-05, "loss": 1.1591, "step": 21 }, { "epoch": 0.568659127625202, "grad_norm": 3.5855021476745605, "learning_rate": 6.294095225512603e-05, "loss": 1.0142, "step": 22 }, { "epoch": 0.5945072697899838, "grad_norm": 2.638758420944214, "learning_rate": 5.9754516100806423e-05, "loss": 0.7719, "step": 23 }, { "epoch": 0.6203554119547657, "grad_norm": 2.7778890132904053, "learning_rate": 5.6526309611002594e-05, "loss": 0.5908, "step": 24 }, { "epoch": 0.6462035541195477, "grad_norm": 1.9736764430999756, "learning_rate": 5.327015646150716e-05, "loss": 0.4878, "step": 25 }, { "epoch": 0.6462035541195477, "eval_loss": 0.6939923167228699, "eval_runtime": 7.9374, "eval_samples_per_second": 32.883, "eval_steps_per_second": 4.158, "step": 25 }, { "epoch": 0.6720516962843296, "grad_norm": 2.508800745010376, "learning_rate": 5e-05, "loss": 0.628, "step": 26 }, { "epoch": 0.6978998384491115, "grad_norm": 2.8532986640930176, "learning_rate": 4.6729843538492847e-05, "loss": 0.5209, "step": 27 }, { "epoch": 0.7237479806138933, "grad_norm": 3.32419490814209, "learning_rate": 4.347369038899744e-05, "loss": 0.6523, "step": 28 }, { "epoch": 0.7495961227786753, "grad_norm": 1.6802136898040771, "learning_rate": 4.0245483899193595e-05, "loss": 1.0802, "step": 29 }, { "epoch": 0.7754442649434572, "grad_norm": 1.3012361526489258, "learning_rate": 3.705904774487396e-05, "loss": 1.0615, "step": 30 }, { "epoch": 0.8012924071082391, "grad_norm": 1.8923187255859375, "learning_rate": 3.392802673484193e-05, "loss": 0.7458, "step": 31 }, { "epoch": 0.827140549273021, "grad_norm": 2.164623975753784, "learning_rate": 3.086582838174551e-05, "loss": 0.6567, "step": 32 }, { "epoch": 0.8529886914378029, "grad_norm": 2.3818938732147217, "learning_rate": 2.7885565489049946e-05, "loss": 0.6405, "step": 33 }, { "epoch": 0.8788368336025848, "grad_norm": 2.1383883953094482, "learning_rate": 2.500000000000001e-05, "loss": 0.5945, "step": 34 }, { "epoch": 0.9046849757673667, "grad_norm": 2.281585693359375, "learning_rate": 2.2221488349019903e-05, "loss": 0.5481, "step": 35 }, { "epoch": 0.9305331179321487, "grad_norm": 2.466137647628784, "learning_rate": 1.9561928549563968e-05, "loss": 0.4819, "step": 36 }, { "epoch": 0.9563812600969306, "grad_norm": 2.864682912826538, "learning_rate": 1.703270924499656e-05, "loss": 0.4667, "step": 37 }, { "epoch": 0.9822294022617124, "grad_norm": 3.9639532566070557, "learning_rate": 1.4644660940672627e-05, "loss": 0.6574, "step": 38 }, { "epoch": 1.0177705977382876, "grad_norm": 2.692258596420288, "learning_rate": 1.2408009626051137e-05, "loss": 1.5385, "step": 39 }, { "epoch": 1.0436187399030694, "grad_norm": 1.938528060913086, "learning_rate": 1.0332332985438248e-05, "loss": 0.7774, "step": 40 }, { "epoch": 1.0694668820678515, "grad_norm": 2.162245988845825, "learning_rate": 8.426519384872733e-06, "loss": 0.5262, "step": 41 }, { "epoch": 1.0953150242326333, "grad_norm": 1.9805015325546265, "learning_rate": 6.698729810778065e-06, "loss": 0.4586, "step": 42 }, { "epoch": 1.121163166397415, "grad_norm": 2.3543405532836914, "learning_rate": 5.156362923365588e-06, "loss": 0.4878, "step": 43 }, { "epoch": 1.1470113085621971, "grad_norm": 2.19230318069458, "learning_rate": 3.8060233744356633e-06, "loss": 0.4103, "step": 44 }, { "epoch": 1.172859450726979, "grad_norm": 2.6225059032440186, "learning_rate": 2.653493525244721e-06, "loss": 0.4584, "step": 45 }, { "epoch": 1.198707592891761, "grad_norm": 2.018688678741455, "learning_rate": 1.70370868554659e-06, "loss": 0.297, "step": 46 }, { "epoch": 1.2245557350565428, "grad_norm": 2.281841993331909, "learning_rate": 9.607359798384785e-07, "loss": 0.3342, "step": 47 }, { "epoch": 1.2504038772213248, "grad_norm": 1.823398232460022, "learning_rate": 4.277569313094809e-07, "loss": 0.583, "step": 48 }, { "epoch": 1.2762520193861067, "grad_norm": 2.1011440753936768, "learning_rate": 1.0705383806982606e-07, "loss": 1.1869, "step": 49 }, { "epoch": 1.3021001615508885, "grad_norm": 2.315281391143799, "learning_rate": 0.0, "loss": 0.7053, "step": 50 }, { "epoch": 1.3021001615508885, "eval_loss": 0.6489943265914917, "eval_runtime": 7.9368, "eval_samples_per_second": 32.885, "eval_steps_per_second": 4.158, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 2, "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": 5.658024559509504e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }