{ "best_metric": 1.0175485610961914, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 3.077625570776256, "eval_steps": 25, "global_step": 41, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0730593607305936, "grad_norm": 0.29548144340515137, "learning_rate": 5e-05, "loss": 1.3786, "step": 1 }, { "epoch": 0.0730593607305936, "eval_loss": 1.349356770515442, "eval_runtime": 1.0825, "eval_samples_per_second": 85.91, "eval_steps_per_second": 11.085, "step": 1 }, { "epoch": 0.1461187214611872, "grad_norm": 0.35044535994529724, "learning_rate": 0.0001, "loss": 1.4178, "step": 2 }, { "epoch": 0.2191780821917808, "grad_norm": 0.41287845373153687, "learning_rate": 9.983786540671051e-05, "loss": 1.3877, "step": 3 }, { "epoch": 0.2922374429223744, "grad_norm": 0.2790428400039673, "learning_rate": 9.935251313189564e-05, "loss": 1.369, "step": 4 }, { "epoch": 0.365296803652968, "grad_norm": 0.2401568740606308, "learning_rate": 9.85470908713026e-05, "loss": 1.2693, "step": 5 }, { "epoch": 0.4383561643835616, "grad_norm": 0.2623854875564575, "learning_rate": 9.742682209735727e-05, "loss": 1.2273, "step": 6 }, { "epoch": 0.5114155251141552, "grad_norm": 0.21658743917942047, "learning_rate": 9.599897218294122e-05, "loss": 1.2046, "step": 7 }, { "epoch": 0.5844748858447488, "grad_norm": 0.1891045868396759, "learning_rate": 9.42728012826605e-05, "loss": 1.2187, "step": 8 }, { "epoch": 0.6575342465753424, "grad_norm": 0.19009070098400116, "learning_rate": 9.225950427718975e-05, "loss": 1.1461, "step": 9 }, { "epoch": 0.730593607305936, "grad_norm": 0.17477785050868988, "learning_rate": 8.997213817017507e-05, "loss": 1.1226, "step": 10 }, { "epoch": 0.8036529680365296, "grad_norm": 0.14510700106620789, "learning_rate": 8.742553740855506e-05, "loss": 1.1622, "step": 11 }, { "epoch": 0.8767123287671232, "grad_norm": 0.15029433369636536, "learning_rate": 8.463621767547998e-05, "loss": 1.0546, "step": 12 }, { "epoch": 0.9497716894977168, "grad_norm": 0.17502561211585999, "learning_rate": 8.162226877976887e-05, "loss": 1.029, "step": 13 }, { "epoch": 1.0502283105022832, "grad_norm": 0.29605159163475037, "learning_rate": 7.840323733655778e-05, "loss": 2.01, "step": 14 }, { "epoch": 1.1232876712328768, "grad_norm": 0.19562408328056335, "learning_rate": 7.500000000000001e-05, "loss": 1.0572, "step": 15 }, { "epoch": 1.1963470319634704, "grad_norm": 0.20722578465938568, "learning_rate": 7.143462807015271e-05, "loss": 1.0049, "step": 16 }, { "epoch": 1.269406392694064, "grad_norm": 0.17433689534664154, "learning_rate": 6.773024435212678e-05, "loss": 1.0219, "step": 17 }, { "epoch": 1.3424657534246576, "grad_norm": 0.1956247240304947, "learning_rate": 6.391087319582264e-05, "loss": 1.1233, "step": 18 }, { "epoch": 1.4155251141552512, "grad_norm": 0.1997087448835373, "learning_rate": 6.0001284688802226e-05, "loss": 1.0518, "step": 19 }, { "epoch": 1.4885844748858448, "grad_norm": 0.18689264357089996, "learning_rate": 5.602683401276615e-05, "loss": 0.927, "step": 20 }, { "epoch": 1.5616438356164384, "grad_norm": 0.19745905697345734, "learning_rate": 5.201329700547076e-05, "loss": 1.2331, "step": 21 }, { "epoch": 1.634703196347032, "grad_norm": 0.20087485015392303, "learning_rate": 4.798670299452926e-05, "loss": 1.0406, "step": 22 }, { "epoch": 1.7077625570776256, "grad_norm": 0.2027587890625, "learning_rate": 4.397316598723385e-05, "loss": 0.8635, "step": 23 }, { "epoch": 1.7808219178082192, "grad_norm": 0.19199872016906738, "learning_rate": 3.9998715311197785e-05, "loss": 1.256, "step": 24 }, { "epoch": 1.8538812785388128, "grad_norm": 0.19371041655540466, "learning_rate": 3.608912680417737e-05, "loss": 1.0406, "step": 25 }, { "epoch": 1.8538812785388128, "eval_loss": 1.0175485610961914, "eval_runtime": 1.0826, "eval_samples_per_second": 85.902, "eval_steps_per_second": 11.084, "step": 25 }, { "epoch": 1.9269406392694064, "grad_norm": 0.22027455270290375, "learning_rate": 3.226975564787322e-05, "loss": 1.0663, "step": 26 }, { "epoch": 2.0273972602739727, "grad_norm": 0.2542748749256134, "learning_rate": 2.8565371929847284e-05, "loss": 1.821, "step": 27 }, { "epoch": 2.1004566210045663, "grad_norm": 0.15314239263534546, "learning_rate": 2.500000000000001e-05, "loss": 1.0119, "step": 28 }, { "epoch": 2.17351598173516, "grad_norm": 0.16169950366020203, "learning_rate": 2.1596762663442218e-05, "loss": 1.0286, "step": 29 }, { "epoch": 2.2465753424657535, "grad_norm": 0.1641775369644165, "learning_rate": 1.837773122023114e-05, "loss": 0.9043, "step": 30 }, { "epoch": 2.319634703196347, "grad_norm": 0.16621926426887512, "learning_rate": 1.536378232452003e-05, "loss": 1.2029, "step": 31 }, { "epoch": 2.3926940639269407, "grad_norm": 0.1616508662700653, "learning_rate": 1.257446259144494e-05, "loss": 1.0547, "step": 32 }, { "epoch": 2.4657534246575343, "grad_norm": 0.1510113924741745, "learning_rate": 1.0027861829824952e-05, "loss": 0.8809, "step": 33 }, { "epoch": 2.538812785388128, "grad_norm": 0.1720770299434662, "learning_rate": 7.740495722810271e-06, "loss": 1.2133, "step": 34 }, { "epoch": 2.6118721461187215, "grad_norm": 0.1738651543855667, "learning_rate": 5.727198717339511e-06, "loss": 1.0364, "step": 35 }, { "epoch": 2.684931506849315, "grad_norm": 0.16424569487571716, "learning_rate": 4.001027817058789e-06, "loss": 0.9136, "step": 36 }, { "epoch": 2.7579908675799087, "grad_norm": 0.1603696048259735, "learning_rate": 2.573177902642726e-06, "loss": 1.1305, "step": 37 }, { "epoch": 2.8310502283105023, "grad_norm": 0.1709257960319519, "learning_rate": 1.4529091286973995e-06, "loss": 1.0569, "step": 38 }, { "epoch": 2.904109589041096, "grad_norm": 0.17874523997306824, "learning_rate": 6.474868681043578e-07, "loss": 1.0163, "step": 39 }, { "epoch": 3.0045662100456623, "grad_norm": 0.21786744892597198, "learning_rate": 1.6213459328950352e-07, "loss": 1.7187, "step": 40 }, { "epoch": 3.077625570776256, "grad_norm": 0.12653082609176636, "learning_rate": 0.0, "loss": 1.0884, "step": 41 } ], "logging_steps": 1, "max_steps": 41, "num_input_tokens_seen": 0, "num_train_epochs": 4, "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": 8.688198101866906e+16, "train_batch_size": 2, "trial_name": null, "trial_params": null }