{ "best_metric": 2.1035513877868652, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 3.0437636761487963, "eval_steps": 25, "global_step": 43, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0700218818380744, "grad_norm": 1.607485055923462, "learning_rate": 5e-05, "loss": 2.6952, "step": 1 }, { "epoch": 0.0700218818380744, "eval_loss": 3.6040544509887695, "eval_runtime": 3.2415, "eval_samples_per_second": 15.425, "eval_steps_per_second": 4.011, "step": 1 }, { "epoch": 0.1400437636761488, "grad_norm": 2.5791707038879395, "learning_rate": 0.0001, "loss": 3.3777, "step": 2 }, { "epoch": 0.2100656455142232, "grad_norm": 3.2545909881591797, "learning_rate": 9.986796105326832e-05, "loss": 3.803, "step": 3 }, { "epoch": 0.2800875273522976, "grad_norm": 1.2896122932434082, "learning_rate": 9.947261907011569e-05, "loss": 2.3061, "step": 4 }, { "epoch": 0.350109409190372, "grad_norm": 1.3053289651870728, "learning_rate": 9.881629407450006e-05, "loss": 2.3994, "step": 5 }, { "epoch": 0.4201312910284464, "grad_norm": 1.433174729347229, "learning_rate": 9.790283764247188e-05, "loss": 2.6779, "step": 6 }, { "epoch": 0.49015317286652077, "grad_norm": 1.5237914323806763, "learning_rate": 9.673761029959427e-05, "loss": 2.8931, "step": 7 }, { "epoch": 0.5601750547045952, "grad_norm": 0.6750289797782898, "learning_rate": 9.53274500632475e-05, "loss": 2.0532, "step": 8 }, { "epoch": 0.6301969365426696, "grad_norm": 0.9610247015953064, "learning_rate": 9.368063231442406e-05, "loss": 2.2542, "step": 9 }, { "epoch": 0.700218818380744, "grad_norm": 1.1329214572906494, "learning_rate": 9.18068212345023e-05, "loss": 2.3939, "step": 10 }, { "epoch": 0.7702407002188184, "grad_norm": 0.7043794393539429, "learning_rate": 8.971701309198744e-05, "loss": 2.0261, "step": 11 }, { "epoch": 0.8402625820568927, "grad_norm": 0.6860369443893433, "learning_rate": 8.742347171203542e-05, "loss": 2.1089, "step": 12 }, { "epoch": 0.9102844638949672, "grad_norm": 0.6755335330963135, "learning_rate": 8.493965650745043e-05, "loss": 2.1665, "step": 13 }, { "epoch": 0.9803063457330415, "grad_norm": 1.143149733543396, "learning_rate": 8.228014349349872e-05, "loss": 2.3539, "step": 14 }, { "epoch": 1.061269146608315, "grad_norm": 0.7558560967445374, "learning_rate": 7.946053975005496e-05, "loss": 3.6319, "step": 15 }, { "epoch": 1.1312910284463895, "grad_norm": 0.42343437671661377, "learning_rate": 7.649739183305184e-05, "loss": 1.9934, "step": 16 }, { "epoch": 1.201312910284464, "grad_norm": 0.5155521631240845, "learning_rate": 7.34080886727103e-05, "loss": 2.206, "step": 17 }, { "epoch": 1.2713347921225382, "grad_norm": 0.29460009932518005, "learning_rate": 7.021075952838262e-05, "loss": 1.85, "step": 18 }, { "epoch": 1.3413566739606126, "grad_norm": 0.40457290410995483, "learning_rate": 6.692416759884978e-05, "loss": 2.1079, "step": 19 }, { "epoch": 1.411378555798687, "grad_norm": 0.4749963879585266, "learning_rate": 6.356759991241008e-05, "loss": 2.0364, "step": 20 }, { "epoch": 1.4814004376367615, "grad_norm": 0.7398020625114441, "learning_rate": 6.016075414292803e-05, "loss": 2.1746, "step": 21 }, { "epoch": 1.551422319474836, "grad_norm": 0.3198608458042145, "learning_rate": 5.6723623016051596e-05, "loss": 1.976, "step": 22 }, { "epoch": 1.6214442013129102, "grad_norm": 0.35151830315589905, "learning_rate": 5.3276376983948415e-05, "loss": 1.8765, "step": 23 }, { "epoch": 1.6914660831509847, "grad_norm": 0.4493955075740814, "learning_rate": 4.9839245857071994e-05, "loss": 2.0302, "step": 24 }, { "epoch": 1.7614879649890591, "grad_norm": 0.25013086199760437, "learning_rate": 4.643240008758992e-05, "loss": 1.7574, "step": 25 }, { "epoch": 1.7614879649890591, "eval_loss": 2.1035513877868652, "eval_runtime": 3.2837, "eval_samples_per_second": 15.227, "eval_steps_per_second": 3.959, "step": 25 }, { "epoch": 1.8315098468271334, "grad_norm": 0.3228803277015686, "learning_rate": 4.307583240115024e-05, "loss": 2.0718, "step": 26 }, { "epoch": 1.901531728665208, "grad_norm": 0.43157458305358887, "learning_rate": 3.9789240471617385e-05, "loss": 1.9175, "step": 27 }, { "epoch": 1.9715536105032823, "grad_norm": 0.6008814573287964, "learning_rate": 3.659191132728971e-05, "loss": 2.1905, "step": 28 }, { "epoch": 2.052516411378556, "grad_norm": 0.7690155506134033, "learning_rate": 3.350260816694816e-05, "loss": 3.8515, "step": 29 }, { "epoch": 2.12253829321663, "grad_norm": 0.3333316743373871, "learning_rate": 3.0539460249945056e-05, "loss": 1.8417, "step": 30 }, { "epoch": 2.192560175054705, "grad_norm": 0.4248466491699219, "learning_rate": 2.7719856506501306e-05, "loss": 2.0182, "step": 31 }, { "epoch": 2.262582056892779, "grad_norm": 0.28588610887527466, "learning_rate": 2.5060343492549566e-05, "loss": 1.595, "step": 32 }, { "epoch": 2.3326039387308533, "grad_norm": 0.3386515974998474, "learning_rate": 2.257652828796459e-05, "loss": 2.166, "step": 33 }, { "epoch": 2.402625820568928, "grad_norm": 0.34300777316093445, "learning_rate": 2.0282986908012567e-05, "loss": 1.8786, "step": 34 }, { "epoch": 2.472647702407002, "grad_norm": 0.5166144967079163, "learning_rate": 1.819317876549771e-05, "loss": 2.2071, "step": 35 }, { "epoch": 2.5426695842450764, "grad_norm": 0.30271419882774353, "learning_rate": 1.631936768557596e-05, "loss": 1.9849, "step": 36 }, { "epoch": 2.612691466083151, "grad_norm": 0.3006140887737274, "learning_rate": 1.4672549936752506e-05, "loss": 1.79, "step": 37 }, { "epoch": 2.6827133479212253, "grad_norm": 0.3940806984901428, "learning_rate": 1.3262389700405744e-05, "loss": 1.9845, "step": 38 }, { "epoch": 2.7527352297593, "grad_norm": 0.28143924474716187, "learning_rate": 1.2097162357528127e-05, "loss": 1.5694, "step": 39 }, { "epoch": 2.822757111597374, "grad_norm": 0.31365570425987244, "learning_rate": 1.1183705925499948e-05, "loss": 2.2253, "step": 40 }, { "epoch": 2.8927789934354484, "grad_norm": 0.34873420000076294, "learning_rate": 1.0527380929884324e-05, "loss": 1.8256, "step": 41 }, { "epoch": 2.962800875273523, "grad_norm": 0.5362803339958191, "learning_rate": 1.013203894673168e-05, "loss": 2.0108, "step": 42 }, { "epoch": 3.0437636761487963, "grad_norm": 0.8738157153129578, "learning_rate": 1e-05, "loss": 3.6501, "step": 43 } ], "logging_steps": 1, "max_steps": 43, "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": 4.5753652022870016e+17, "train_batch_size": 1, "trial_name": null, "trial_params": null }