{ "best_metric": 11.736578941345215, "best_model_checkpoint": "miner_id_24/checkpoint-25", "epoch": 3.0386740331491713, "eval_steps": 25, "global_step": 34, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.08839779005524862, "grad_norm": 0.18353284895420074, "learning_rate": 5e-05, "loss": 11.7647, "step": 1 }, { "epoch": 0.08839779005524862, "eval_loss": 11.764076232910156, "eval_runtime": 0.2313, "eval_samples_per_second": 328.575, "eval_steps_per_second": 43.234, "step": 1 }, { "epoch": 0.17679558011049723, "grad_norm": 0.2731476128101349, "learning_rate": 0.0001, "loss": 11.7538, "step": 2 }, { "epoch": 0.26519337016574585, "grad_norm": 0.2726351320743561, "learning_rate": 9.975923633360985e-05, "loss": 11.7504, "step": 3 }, { "epoch": 0.35359116022099446, "grad_norm": 0.21370616555213928, "learning_rate": 9.903926402016153e-05, "loss": 11.7589, "step": 4 }, { "epoch": 0.4419889502762431, "grad_norm": 0.31159594655036926, "learning_rate": 9.784701678661045e-05, "loss": 11.7572, "step": 5 }, { "epoch": 0.5303867403314917, "grad_norm": 0.24750736355781555, "learning_rate": 9.619397662556435e-05, "loss": 11.7589, "step": 6 }, { "epoch": 0.6187845303867403, "grad_norm": 0.24531951546669006, "learning_rate": 9.409606321741775e-05, "loss": 11.7569, "step": 7 }, { "epoch": 0.7071823204419889, "grad_norm": 0.3198428750038147, "learning_rate": 9.157348061512727e-05, "loss": 11.7423, "step": 8 }, { "epoch": 0.7955801104972375, "grad_norm": 0.20434612035751343, "learning_rate": 8.865052266813685e-05, "loss": 11.7466, "step": 9 }, { "epoch": 0.8839779005524862, "grad_norm": 0.2541300654411316, "learning_rate": 8.535533905932738e-05, "loss": 11.7433, "step": 10 }, { "epoch": 0.9723756906077348, "grad_norm": 0.3244708180427551, "learning_rate": 8.171966420818228e-05, "loss": 11.7352, "step": 11 }, { "epoch": 1.0718232044198894, "grad_norm": 0.45572996139526367, "learning_rate": 7.777851165098012e-05, "loss": 21.3282, "step": 12 }, { "epoch": 1.160220994475138, "grad_norm": 0.28523340821266174, "learning_rate": 7.35698368412999e-05, "loss": 11.7556, "step": 13 }, { "epoch": 1.2486187845303867, "grad_norm": 0.31561416387557983, "learning_rate": 6.91341716182545e-05, "loss": 11.7718, "step": 14 }, { "epoch": 1.3370165745856353, "grad_norm": 0.21716861426830292, "learning_rate": 6.451423386272312e-05, "loss": 11.8288, "step": 15 }, { "epoch": 1.4254143646408841, "grad_norm": 0.30432766675949097, "learning_rate": 5.9754516100806423e-05, "loss": 11.6526, "step": 16 }, { "epoch": 1.5138121546961325, "grad_norm": 0.2790243923664093, "learning_rate": 5.490085701647805e-05, "loss": 11.4799, "step": 17 }, { "epoch": 1.6022099447513813, "grad_norm": 0.2546989321708679, "learning_rate": 5e-05, "loss": 12.0539, "step": 18 }, { "epoch": 1.6906077348066297, "grad_norm": 0.3556356430053711, "learning_rate": 4.509914298352197e-05, "loss": 11.5273, "step": 19 }, { "epoch": 1.7790055248618786, "grad_norm": 0.25871017575263977, "learning_rate": 4.0245483899193595e-05, "loss": 11.7603, "step": 20 }, { "epoch": 1.867403314917127, "grad_norm": 0.28713786602020264, "learning_rate": 3.5485766137276894e-05, "loss": 11.8601, "step": 21 }, { "epoch": 1.9558011049723758, "grad_norm": 0.3975193202495575, "learning_rate": 3.086582838174551e-05, "loss": 11.6956, "step": 22 }, { "epoch": 2.0552486187845305, "grad_norm": 0.43229255080223083, "learning_rate": 2.6430163158700115e-05, "loss": 21.1999, "step": 23 }, { "epoch": 2.143646408839779, "grad_norm": 0.3099013566970825, "learning_rate": 2.2221488349019903e-05, "loss": 11.836, "step": 24 }, { "epoch": 2.2320441988950277, "grad_norm": 0.38912683725357056, "learning_rate": 1.8280335791817733e-05, "loss": 11.786, "step": 25 }, { "epoch": 2.2320441988950277, "eval_loss": 11.736578941345215, "eval_runtime": 0.2257, "eval_samples_per_second": 336.673, "eval_steps_per_second": 44.299, "step": 25 }, { "epoch": 2.320441988950276, "grad_norm": 0.2449338138103485, "learning_rate": 1.4644660940672627e-05, "loss": 11.7723, "step": 26 }, { "epoch": 2.408839779005525, "grad_norm": 0.32377758622169495, "learning_rate": 1.134947733186315e-05, "loss": 11.6414, "step": 27 }, { "epoch": 2.4972375690607733, "grad_norm": 0.3684104382991791, "learning_rate": 8.426519384872733e-06, "loss": 11.7025, "step": 28 }, { "epoch": 2.585635359116022, "grad_norm": 0.22891204059123993, "learning_rate": 5.903936782582253e-06, "loss": 11.8576, "step": 29 }, { "epoch": 2.6740331491712706, "grad_norm": 0.35814169049263, "learning_rate": 3.8060233744356633e-06, "loss": 11.5289, "step": 30 }, { "epoch": 2.7624309392265194, "grad_norm": 0.3069237768650055, "learning_rate": 2.152983213389559e-06, "loss": 11.6858, "step": 31 }, { "epoch": 2.8508287292817682, "grad_norm": 0.3071037828922272, "learning_rate": 9.607359798384785e-07, "loss": 11.8644, "step": 32 }, { "epoch": 2.9392265193370166, "grad_norm": 0.36816585063934326, "learning_rate": 2.407636663901591e-07, "loss": 11.7761, "step": 33 }, { "epoch": 3.0386740331491713, "grad_norm": 0.5083048343658447, "learning_rate": 0.0, "loss": 20.9873, "step": 34 } ], "logging_steps": 1, "max_steps": 34, "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": 111442573393920.0, "train_batch_size": 2, "trial_name": null, "trial_params": null }