{ "best_metric": 0.09009819477796555, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 2.0556962025316454, "eval_steps": 25, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.04050632911392405, "grad_norm": 4.336637496948242, "learning_rate": 5e-05, "loss": 2.9946, "step": 1 }, { "epoch": 0.04050632911392405, "eval_loss": 3.5646121501922607, "eval_runtime": 4.9544, "eval_samples_per_second": 33.708, "eval_steps_per_second": 4.239, "step": 1 }, { "epoch": 0.0810126582278481, "grad_norm": 4.202060222625732, "learning_rate": 0.0001, "loss": 2.9095, "step": 2 }, { "epoch": 0.12151898734177215, "grad_norm": 4.256785869598389, "learning_rate": 9.989294616193017e-05, "loss": 2.7783, "step": 3 }, { "epoch": 0.1620253164556962, "grad_norm": 4.0002264976501465, "learning_rate": 9.957224306869053e-05, "loss": 2.2739, "step": 4 }, { "epoch": 0.20253164556962025, "grad_norm": 4.200502872467041, "learning_rate": 9.903926402016153e-05, "loss": 2.2335, "step": 5 }, { "epoch": 0.2430379746835443, "grad_norm": 5.617342472076416, "learning_rate": 9.829629131445342e-05, "loss": 2.4807, "step": 6 }, { "epoch": 0.28354430379746837, "grad_norm": 4.100435733795166, "learning_rate": 9.73465064747553e-05, "loss": 0.8623, "step": 7 }, { "epoch": 0.3240506329113924, "grad_norm": 4.162398338317871, "learning_rate": 9.619397662556435e-05, "loss": 0.4838, "step": 8 }, { "epoch": 0.36455696202531646, "grad_norm": 1.463178277015686, "learning_rate": 9.484363707663442e-05, "loss": 0.2443, "step": 9 }, { "epoch": 0.4050632911392405, "grad_norm": 1.8628356456756592, "learning_rate": 9.330127018922194e-05, "loss": 0.1866, "step": 10 }, { "epoch": 0.44556962025316454, "grad_norm": 1.7597520351409912, "learning_rate": 9.157348061512727e-05, "loss": 0.1913, "step": 11 }, { "epoch": 0.4860759493670886, "grad_norm": 1.9096077680587769, "learning_rate": 8.966766701456177e-05, "loss": 0.1731, "step": 12 }, { "epoch": 0.5265822784810127, "grad_norm": 0.9818510413169861, "learning_rate": 8.759199037394887e-05, "loss": 0.0955, "step": 13 }, { "epoch": 0.5670886075949367, "grad_norm": 0.8177430629730225, "learning_rate": 8.535533905932738e-05, "loss": 0.0905, "step": 14 }, { "epoch": 0.6075949367088608, "grad_norm": 1.386397123336792, "learning_rate": 8.296729075500344e-05, "loss": 0.1895, "step": 15 }, { "epoch": 0.6481012658227848, "grad_norm": 1.5397404432296753, "learning_rate": 8.043807145043604e-05, "loss": 0.1229, "step": 16 }, { "epoch": 0.6886075949367089, "grad_norm": 0.8175281286239624, "learning_rate": 7.777851165098012e-05, "loss": 0.0915, "step": 17 }, { "epoch": 0.7291139240506329, "grad_norm": 0.6687910556793213, "learning_rate": 7.500000000000001e-05, "loss": 0.0782, "step": 18 }, { "epoch": 0.769620253164557, "grad_norm": 0.6697981953620911, "learning_rate": 7.211443451095007e-05, "loss": 0.1068, "step": 19 }, { "epoch": 0.810126582278481, "grad_norm": 0.513208270072937, "learning_rate": 6.91341716182545e-05, "loss": 0.0695, "step": 20 }, { "epoch": 0.850632911392405, "grad_norm": 0.5951077342033386, "learning_rate": 6.607197326515808e-05, "loss": 0.0975, "step": 21 }, { "epoch": 0.8911392405063291, "grad_norm": 0.6136615872383118, "learning_rate": 6.294095225512603e-05, "loss": 0.1191, "step": 22 }, { "epoch": 0.9316455696202531, "grad_norm": 0.7782850861549377, "learning_rate": 5.9754516100806423e-05, "loss": 0.1073, "step": 23 }, { "epoch": 0.9721518987341772, "grad_norm": 0.8574443459510803, "learning_rate": 5.6526309611002594e-05, "loss": 0.0402, "step": 24 }, { "epoch": 1.0278481012658227, "grad_norm": 0.4839467704296112, "learning_rate": 5.327015646150716e-05, "loss": 0.0391, "step": 25 }, { "epoch": 1.0278481012658227, "eval_loss": 0.09560767561197281, "eval_runtime": 4.9249, "eval_samples_per_second": 33.909, "eval_steps_per_second": 4.264, "step": 25 }, { "epoch": 1.0683544303797468, "grad_norm": 0.20028449594974518, "learning_rate": 5e-05, "loss": 0.0578, "step": 26 }, { "epoch": 1.1088607594936708, "grad_norm": 0.17910338938236237, "learning_rate": 4.6729843538492847e-05, "loss": 0.0266, "step": 27 }, { "epoch": 1.1493670886075948, "grad_norm": 0.6377457976341248, "learning_rate": 4.347369038899744e-05, "loss": 0.0856, "step": 28 }, { "epoch": 1.189873417721519, "grad_norm": 0.6066492795944214, "learning_rate": 4.0245483899193595e-05, "loss": 0.0464, "step": 29 }, { "epoch": 1.230379746835443, "grad_norm": 0.09580016881227493, "learning_rate": 3.705904774487396e-05, "loss": 0.0327, "step": 30 }, { "epoch": 1.2708860759493672, "grad_norm": 0.6638514995574951, "learning_rate": 3.392802673484193e-05, "loss": 0.0382, "step": 31 }, { "epoch": 1.311392405063291, "grad_norm": 0.2734617292881012, "learning_rate": 3.086582838174551e-05, "loss": 0.0544, "step": 32 }, { "epoch": 1.3518987341772153, "grad_norm": 0.5110018253326416, "learning_rate": 2.7885565489049946e-05, "loss": 0.1043, "step": 33 }, { "epoch": 1.3924050632911391, "grad_norm": 0.5602982640266418, "learning_rate": 2.500000000000001e-05, "loss": 0.0719, "step": 34 }, { "epoch": 1.4329113924050634, "grad_norm": 0.3711053431034088, "learning_rate": 2.2221488349019903e-05, "loss": 0.0676, "step": 35 }, { "epoch": 1.4734177215189874, "grad_norm": 0.16281400620937347, "learning_rate": 1.9561928549563968e-05, "loss": 0.0146, "step": 36 }, { "epoch": 1.5139240506329115, "grad_norm": 0.15146973729133606, "learning_rate": 1.703270924499656e-05, "loss": 0.0525, "step": 37 }, { "epoch": 1.5544303797468353, "grad_norm": 0.46896079182624817, "learning_rate": 1.4644660940672627e-05, "loss": 0.0544, "step": 38 }, { "epoch": 1.5949367088607596, "grad_norm": 0.8656461834907532, "learning_rate": 1.2408009626051137e-05, "loss": 0.0566, "step": 39 }, { "epoch": 1.6354430379746834, "grad_norm": 0.6313591003417969, "learning_rate": 1.0332332985438248e-05, "loss": 0.084, "step": 40 }, { "epoch": 1.6759493670886076, "grad_norm": 1.0002316236495972, "learning_rate": 8.426519384872733e-06, "loss": 0.1236, "step": 41 }, { "epoch": 1.7164556962025317, "grad_norm": 0.25096988677978516, "learning_rate": 6.698729810778065e-06, "loss": 0.0603, "step": 42 }, { "epoch": 1.7569620253164557, "grad_norm": 0.6598709225654602, "learning_rate": 5.156362923365588e-06, "loss": 0.0335, "step": 43 }, { "epoch": 1.7974683544303798, "grad_norm": 0.2084610015153885, "learning_rate": 3.8060233744356633e-06, "loss": 0.0304, "step": 44 }, { "epoch": 1.8379746835443038, "grad_norm": 0.3605667054653168, "learning_rate": 2.653493525244721e-06, "loss": 0.0538, "step": 45 }, { "epoch": 1.8784810126582279, "grad_norm": 0.5047392249107361, "learning_rate": 1.70370868554659e-06, "loss": 0.0532, "step": 46 }, { "epoch": 1.918987341772152, "grad_norm": 0.1747433990240097, "learning_rate": 9.607359798384785e-07, "loss": 0.0328, "step": 47 }, { "epoch": 1.959493670886076, "grad_norm": 0.3657343089580536, "learning_rate": 4.277569313094809e-07, "loss": 0.065, "step": 48 }, { "epoch": 2.0151898734177216, "grad_norm": 0.3927527666091919, "learning_rate": 1.0705383806982606e-07, "loss": 0.0802, "step": 49 }, { "epoch": 2.0556962025316454, "grad_norm": 0.4265093505382538, "learning_rate": 0.0, "loss": 0.0281, "step": 50 }, { "epoch": 2.0556962025316454, "eval_loss": 0.09009819477796555, "eval_runtime": 4.9245, "eval_samples_per_second": 33.912, "eval_steps_per_second": 4.264, "step": 50 } ], "logging_steps": 1, "max_steps": 50, "num_input_tokens_seen": 0, "num_train_epochs": 3, "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": 5.32019209568256e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }