| { | |
| "best_metric": 0.20182333886623383, | |
| "best_model_checkpoint": "miner_id_24/checkpoint-50", | |
| "epoch": 0.02594033722438392, | |
| "eval_steps": 25, | |
| "global_step": 50, | |
| "is_hyper_param_search": false, | |
| "is_local_process_zero": true, | |
| "is_world_process_zero": true, | |
| "log_history": [ | |
| { | |
| "epoch": 0.0005188067444876783, | |
| "grad_norm": 7.257709980010986, | |
| "learning_rate": 5e-05, | |
| "loss": 0.8421, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0005188067444876783, | |
| "eval_loss": 0.9019366502761841, | |
| "eval_runtime": 437.3032, | |
| "eval_samples_per_second": 29.693, | |
| "eval_steps_per_second": 3.714, | |
| "step": 1 | |
| }, | |
| { | |
| "epoch": 0.0010376134889753567, | |
| "grad_norm": 9.514312744140625, | |
| "learning_rate": 0.0001, | |
| "loss": 0.7793, | |
| "step": 2 | |
| }, | |
| { | |
| "epoch": 0.0015564202334630351, | |
| "grad_norm": 13.657303810119629, | |
| "learning_rate": 9.989294616193017e-05, | |
| "loss": 0.8538, | |
| "step": 3 | |
| }, | |
| { | |
| "epoch": 0.0020752269779507134, | |
| "grad_norm": 13.498005867004395, | |
| "learning_rate": 9.957224306869053e-05, | |
| "loss": 0.7789, | |
| "step": 4 | |
| }, | |
| { | |
| "epoch": 0.0025940337224383916, | |
| "grad_norm": 15.755859375, | |
| "learning_rate": 9.903926402016153e-05, | |
| "loss": 0.6017, | |
| "step": 5 | |
| }, | |
| { | |
| "epoch": 0.0031128404669260703, | |
| "grad_norm": 13.434879302978516, | |
| "learning_rate": 9.829629131445342e-05, | |
| "loss": 0.4315, | |
| "step": 6 | |
| }, | |
| { | |
| "epoch": 0.0036316472114137485, | |
| "grad_norm": 8.647991180419922, | |
| "learning_rate": 9.73465064747553e-05, | |
| "loss": 0.2934, | |
| "step": 7 | |
| }, | |
| { | |
| "epoch": 0.004150453955901427, | |
| "grad_norm": 5.960851192474365, | |
| "learning_rate": 9.619397662556435e-05, | |
| "loss": 0.2742, | |
| "step": 8 | |
| }, | |
| { | |
| "epoch": 0.004669260700389105, | |
| "grad_norm": 5.692524433135986, | |
| "learning_rate": 9.484363707663442e-05, | |
| "loss": 0.254, | |
| "step": 9 | |
| }, | |
| { | |
| "epoch": 0.005188067444876783, | |
| "grad_norm": 6.573745250701904, | |
| "learning_rate": 9.330127018922194e-05, | |
| "loss": 0.266, | |
| "step": 10 | |
| }, | |
| { | |
| "epoch": 0.005706874189364461, | |
| "grad_norm": 7.913269996643066, | |
| "learning_rate": 9.157348061512727e-05, | |
| "loss": 0.2703, | |
| "step": 11 | |
| }, | |
| { | |
| "epoch": 0.0062256809338521405, | |
| "grad_norm": 7.290318489074707, | |
| "learning_rate": 8.966766701456177e-05, | |
| "loss": 0.202, | |
| "step": 12 | |
| }, | |
| { | |
| "epoch": 0.006744487678339819, | |
| "grad_norm": 10.77153491973877, | |
| "learning_rate": 8.759199037394887e-05, | |
| "loss": 0.5624, | |
| "step": 13 | |
| }, | |
| { | |
| "epoch": 0.007263294422827497, | |
| "grad_norm": 13.511357307434082, | |
| "learning_rate": 8.535533905932738e-05, | |
| "loss": 0.5687, | |
| "step": 14 | |
| }, | |
| { | |
| "epoch": 0.007782101167315175, | |
| "grad_norm": 9.808670043945312, | |
| "learning_rate": 8.296729075500344e-05, | |
| "loss": 0.4122, | |
| "step": 15 | |
| }, | |
| { | |
| "epoch": 0.008300907911802853, | |
| "grad_norm": 7.290343761444092, | |
| "learning_rate": 8.043807145043604e-05, | |
| "loss": 0.2995, | |
| "step": 16 | |
| }, | |
| { | |
| "epoch": 0.008819714656290532, | |
| "grad_norm": 8.092347145080566, | |
| "learning_rate": 7.777851165098012e-05, | |
| "loss": 0.3212, | |
| "step": 17 | |
| }, | |
| { | |
| "epoch": 0.00933852140077821, | |
| "grad_norm": 9.879920959472656, | |
| "learning_rate": 7.500000000000001e-05, | |
| "loss": 0.2751, | |
| "step": 18 | |
| }, | |
| { | |
| "epoch": 0.009857328145265888, | |
| "grad_norm": 7.612329483032227, | |
| "learning_rate": 7.211443451095007e-05, | |
| "loss": 0.2201, | |
| "step": 19 | |
| }, | |
| { | |
| "epoch": 0.010376134889753566, | |
| "grad_norm": 5.5150322914123535, | |
| "learning_rate": 6.91341716182545e-05, | |
| "loss": 0.1909, | |
| "step": 20 | |
| }, | |
| { | |
| "epoch": 0.010894941634241245, | |
| "grad_norm": 3.7366225719451904, | |
| "learning_rate": 6.607197326515808e-05, | |
| "loss": 0.1765, | |
| "step": 21 | |
| }, | |
| { | |
| "epoch": 0.011413748378728923, | |
| "grad_norm": 4.036696434020996, | |
| "learning_rate": 6.294095225512603e-05, | |
| "loss": 0.1671, | |
| "step": 22 | |
| }, | |
| { | |
| "epoch": 0.011932555123216601, | |
| "grad_norm": 5.270599365234375, | |
| "learning_rate": 5.9754516100806423e-05, | |
| "loss": 0.1808, | |
| "step": 23 | |
| }, | |
| { | |
| "epoch": 0.012451361867704281, | |
| "grad_norm": 8.023921012878418, | |
| "learning_rate": 5.6526309611002594e-05, | |
| "loss": 0.2025, | |
| "step": 24 | |
| }, | |
| { | |
| "epoch": 0.01297016861219196, | |
| "grad_norm": 8.021526336669922, | |
| "learning_rate": 5.327015646150716e-05, | |
| "loss": 0.2274, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.01297016861219196, | |
| "eval_loss": 0.235469788312912, | |
| "eval_runtime": 437.5793, | |
| "eval_samples_per_second": 29.675, | |
| "eval_steps_per_second": 3.711, | |
| "step": 25 | |
| }, | |
| { | |
| "epoch": 0.013488975356679637, | |
| "grad_norm": 5.151494979858398, | |
| "learning_rate": 5e-05, | |
| "loss": 0.625, | |
| "step": 26 | |
| }, | |
| { | |
| "epoch": 0.014007782101167316, | |
| "grad_norm": 5.601419448852539, | |
| "learning_rate": 4.6729843538492847e-05, | |
| "loss": 0.4202, | |
| "step": 27 | |
| }, | |
| { | |
| "epoch": 0.014526588845654994, | |
| "grad_norm": 5.864795207977295, | |
| "learning_rate": 4.347369038899744e-05, | |
| "loss": 0.2736, | |
| "step": 28 | |
| }, | |
| { | |
| "epoch": 0.015045395590142672, | |
| "grad_norm": 4.344137668609619, | |
| "learning_rate": 4.0245483899193595e-05, | |
| "loss": 0.2721, | |
| "step": 29 | |
| }, | |
| { | |
| "epoch": 0.01556420233463035, | |
| "grad_norm": 3.193909168243408, | |
| "learning_rate": 3.705904774487396e-05, | |
| "loss": 0.2, | |
| "step": 30 | |
| }, | |
| { | |
| "epoch": 0.016083009079118027, | |
| "grad_norm": 2.997635841369629, | |
| "learning_rate": 3.392802673484193e-05, | |
| "loss": 0.1727, | |
| "step": 31 | |
| }, | |
| { | |
| "epoch": 0.016601815823605707, | |
| "grad_norm": 2.729241371154785, | |
| "learning_rate": 3.086582838174551e-05, | |
| "loss": 0.1658, | |
| "step": 32 | |
| }, | |
| { | |
| "epoch": 0.017120622568093387, | |
| "grad_norm": 2.756976842880249, | |
| "learning_rate": 2.7885565489049946e-05, | |
| "loss": 0.1545, | |
| "step": 33 | |
| }, | |
| { | |
| "epoch": 0.017639429312581063, | |
| "grad_norm": 2.4652767181396484, | |
| "learning_rate": 2.500000000000001e-05, | |
| "loss": 0.1408, | |
| "step": 34 | |
| }, | |
| { | |
| "epoch": 0.018158236057068743, | |
| "grad_norm": 2.768718957901001, | |
| "learning_rate": 2.2221488349019903e-05, | |
| "loss": 0.1777, | |
| "step": 35 | |
| }, | |
| { | |
| "epoch": 0.01867704280155642, | |
| "grad_norm": 2.951350212097168, | |
| "learning_rate": 1.9561928549563968e-05, | |
| "loss": 0.1508, | |
| "step": 36 | |
| }, | |
| { | |
| "epoch": 0.0191958495460441, | |
| "grad_norm": 4.257266521453857, | |
| "learning_rate": 1.703270924499656e-05, | |
| "loss": 0.1418, | |
| "step": 37 | |
| }, | |
| { | |
| "epoch": 0.019714656290531776, | |
| "grad_norm": 4.354798793792725, | |
| "learning_rate": 1.4644660940672627e-05, | |
| "loss": 0.421, | |
| "step": 38 | |
| }, | |
| { | |
| "epoch": 0.020233463035019456, | |
| "grad_norm": 3.913156032562256, | |
| "learning_rate": 1.2408009626051137e-05, | |
| "loss": 0.378, | |
| "step": 39 | |
| }, | |
| { | |
| "epoch": 0.020752269779507133, | |
| "grad_norm": 3.5373024940490723, | |
| "learning_rate": 1.0332332985438248e-05, | |
| "loss": 0.2926, | |
| "step": 40 | |
| }, | |
| { | |
| "epoch": 0.021271076523994813, | |
| "grad_norm": 4.939075946807861, | |
| "learning_rate": 8.426519384872733e-06, | |
| "loss": 0.1924, | |
| "step": 41 | |
| }, | |
| { | |
| "epoch": 0.02178988326848249, | |
| "grad_norm": 3.2499287128448486, | |
| "learning_rate": 6.698729810778065e-06, | |
| "loss": 0.2142, | |
| "step": 42 | |
| }, | |
| { | |
| "epoch": 0.02230869001297017, | |
| "grad_norm": 2.4298489093780518, | |
| "learning_rate": 5.156362923365588e-06, | |
| "loss": 0.1793, | |
| "step": 43 | |
| }, | |
| { | |
| "epoch": 0.022827496757457846, | |
| "grad_norm": 2.3704288005828857, | |
| "learning_rate": 3.8060233744356633e-06, | |
| "loss": 0.1485, | |
| "step": 44 | |
| }, | |
| { | |
| "epoch": 0.023346303501945526, | |
| "grad_norm": 2.584822177886963, | |
| "learning_rate": 2.653493525244721e-06, | |
| "loss": 0.1585, | |
| "step": 45 | |
| }, | |
| { | |
| "epoch": 0.023865110246433202, | |
| "grad_norm": 2.569350481033325, | |
| "learning_rate": 1.70370868554659e-06, | |
| "loss": 0.1276, | |
| "step": 46 | |
| }, | |
| { | |
| "epoch": 0.024383916990920882, | |
| "grad_norm": 2.4440035820007324, | |
| "learning_rate": 9.607359798384785e-07, | |
| "loss": 0.1723, | |
| "step": 47 | |
| }, | |
| { | |
| "epoch": 0.024902723735408562, | |
| "grad_norm": 2.5331945419311523, | |
| "learning_rate": 4.277569313094809e-07, | |
| "loss": 0.1476, | |
| "step": 48 | |
| }, | |
| { | |
| "epoch": 0.02542153047989624, | |
| "grad_norm": 3.334847927093506, | |
| "learning_rate": 1.0705383806982606e-07, | |
| "loss": 0.1711, | |
| "step": 49 | |
| }, | |
| { | |
| "epoch": 0.02594033722438392, | |
| "grad_norm": 3.929615020751953, | |
| "learning_rate": 0.0, | |
| "loss": 0.1231, | |
| "step": 50 | |
| }, | |
| { | |
| "epoch": 0.02594033722438392, | |
| "eval_loss": 0.20182333886623383, | |
| "eval_runtime": 437.3533, | |
| "eval_samples_per_second": 29.69, | |
| "eval_steps_per_second": 3.713, | |
| "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": 2.9717737929231565e+17, | |
| "train_batch_size": 2, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |