{ "best_metric": 1.781501293182373, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.25477707006369427, "eval_steps": 50, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.005095541401273885, "grad_norm": 1.6865113973617554, "learning_rate": 1e-05, "loss": 1.7303, "step": 1 }, { "epoch": 0.005095541401273885, "eval_loss": 3.259193181991577, "eval_runtime": 24.0921, "eval_samples_per_second": 13.739, "eval_steps_per_second": 3.445, "step": 1 }, { "epoch": 0.01019108280254777, "grad_norm": 1.5365358591079712, "learning_rate": 2e-05, "loss": 1.9211, "step": 2 }, { "epoch": 0.015286624203821656, "grad_norm": 1.6096848249435425, "learning_rate": 3e-05, "loss": 1.8868, "step": 3 }, { "epoch": 0.02038216560509554, "grad_norm": 1.564287781715393, "learning_rate": 4e-05, "loss": 2.0186, "step": 4 }, { "epoch": 0.025477707006369428, "grad_norm": 1.5923267602920532, "learning_rate": 5e-05, "loss": 2.1118, "step": 5 }, { "epoch": 0.030573248407643312, "grad_norm": 1.6752326488494873, "learning_rate": 6e-05, "loss": 2.0342, "step": 6 }, { "epoch": 0.035668789808917196, "grad_norm": 1.8032734394073486, "learning_rate": 7e-05, "loss": 2.1314, "step": 7 }, { "epoch": 0.04076433121019108, "grad_norm": 1.8827780485153198, "learning_rate": 8e-05, "loss": 2.0909, "step": 8 }, { "epoch": 0.045859872611464965, "grad_norm": 1.659525990486145, "learning_rate": 9e-05, "loss": 1.9336, "step": 9 }, { "epoch": 0.050955414012738856, "grad_norm": 2.1119885444641113, "learning_rate": 0.0001, "loss": 1.8145, "step": 10 }, { "epoch": 0.05605095541401274, "grad_norm": 1.7493677139282227, "learning_rate": 9.999316524962345e-05, "loss": 1.625, "step": 11 }, { "epoch": 0.061146496815286625, "grad_norm": 2.1680750846862793, "learning_rate": 9.997266286704631e-05, "loss": 1.5844, "step": 12 }, { "epoch": 0.06624203821656051, "grad_norm": 1.9492312669754028, "learning_rate": 9.993849845741524e-05, "loss": 1.5817, "step": 13 }, { "epoch": 0.07133757961783439, "grad_norm": 1.6355711221694946, "learning_rate": 9.989068136093873e-05, "loss": 1.5197, "step": 14 }, { "epoch": 0.07643312101910828, "grad_norm": 1.529719591140747, "learning_rate": 9.98292246503335e-05, "loss": 1.5543, "step": 15 }, { "epoch": 0.08152866242038216, "grad_norm": 1.396162509918213, "learning_rate": 9.975414512725057e-05, "loss": 1.5315, "step": 16 }, { "epoch": 0.08662420382165605, "grad_norm": 1.388858675956726, "learning_rate": 9.966546331768191e-05, "loss": 1.5826, "step": 17 }, { "epoch": 0.09171974522292993, "grad_norm": 1.3095834255218506, "learning_rate": 9.956320346634876e-05, "loss": 1.518, "step": 18 }, { "epoch": 0.09681528662420383, "grad_norm": 1.4588730335235596, "learning_rate": 9.944739353007344e-05, "loss": 1.5464, "step": 19 }, { "epoch": 0.10191082802547771, "grad_norm": 1.393801212310791, "learning_rate": 9.931806517013612e-05, "loss": 1.5825, "step": 20 }, { "epoch": 0.1070063694267516, "grad_norm": 1.3014535903930664, "learning_rate": 9.917525374361912e-05, "loss": 1.4673, "step": 21 }, { "epoch": 0.11210191082802548, "grad_norm": 1.2713675498962402, "learning_rate": 9.901899829374047e-05, "loss": 1.4179, "step": 22 }, { "epoch": 0.11719745222929936, "grad_norm": 1.3339929580688477, "learning_rate": 9.884934153917997e-05, "loss": 1.4382, "step": 23 }, { "epoch": 0.12229299363057325, "grad_norm": 1.496106505393982, "learning_rate": 9.86663298624003e-05, "loss": 1.4899, "step": 24 }, { "epoch": 0.12738853503184713, "grad_norm": 1.4896008968353271, "learning_rate": 9.847001329696653e-05, "loss": 1.5836, "step": 25 }, { "epoch": 0.13248407643312102, "grad_norm": 1.593266248703003, "learning_rate": 9.826044551386744e-05, "loss": 1.5117, "step": 26 }, { "epoch": 0.1375796178343949, "grad_norm": 1.4740333557128906, "learning_rate": 9.803768380684242e-05, "loss": 1.4523, "step": 27 }, { "epoch": 0.14267515923566879, "grad_norm": 1.578808069229126, "learning_rate": 9.780178907671789e-05, "loss": 1.4339, "step": 28 }, { "epoch": 0.14777070063694267, "grad_norm": 1.60964035987854, "learning_rate": 9.755282581475769e-05, "loss": 1.4432, "step": 29 }, { "epoch": 0.15286624203821655, "grad_norm": 1.485573649406433, "learning_rate": 9.729086208503174e-05, "loss": 1.3853, "step": 30 }, { "epoch": 0.15796178343949044, "grad_norm": 1.4289450645446777, "learning_rate": 9.701596950580806e-05, "loss": 1.4828, "step": 31 }, { "epoch": 0.16305732484076432, "grad_norm": 1.4461684226989746, "learning_rate": 9.672822322997305e-05, "loss": 1.5164, "step": 32 }, { "epoch": 0.1681528662420382, "grad_norm": 1.5229640007019043, "learning_rate": 9.642770192448536e-05, "loss": 1.5432, "step": 33 }, { "epoch": 0.1732484076433121, "grad_norm": 1.5570660829544067, "learning_rate": 9.611448774886924e-05, "loss": 1.6238, "step": 34 }, { "epoch": 0.17834394904458598, "grad_norm": 1.4717493057250977, "learning_rate": 9.578866633275288e-05, "loss": 1.457, "step": 35 }, { "epoch": 0.18343949044585986, "grad_norm": 1.5823116302490234, "learning_rate": 9.545032675245813e-05, "loss": 1.5628, "step": 36 }, { "epoch": 0.18853503184713377, "grad_norm": 1.481979250907898, "learning_rate": 9.509956150664796e-05, "loss": 1.4876, "step": 37 }, { "epoch": 0.19363057324840766, "grad_norm": 1.7308721542358398, "learning_rate": 9.473646649103818e-05, "loss": 1.5297, "step": 38 }, { "epoch": 0.19872611464968154, "grad_norm": 1.5279890298843384, "learning_rate": 9.43611409721806e-05, "loss": 1.5549, "step": 39 }, { "epoch": 0.20382165605095542, "grad_norm": 1.7055156230926514, "learning_rate": 9.397368756032445e-05, "loss": 1.5352, "step": 40 }, { "epoch": 0.2089171974522293, "grad_norm": 1.6564401388168335, "learning_rate": 9.357421218136386e-05, "loss": 1.4483, "step": 41 }, { "epoch": 0.2140127388535032, "grad_norm": 1.6355057954788208, "learning_rate": 9.316282404787871e-05, "loss": 1.5618, "step": 42 }, { "epoch": 0.21910828025477708, "grad_norm": 2.4172537326812744, "learning_rate": 9.273963562927695e-05, "loss": 1.5843, "step": 43 }, { "epoch": 0.22420382165605096, "grad_norm": 1.8143280744552612, "learning_rate": 9.230476262104677e-05, "loss": 1.5248, "step": 44 }, { "epoch": 0.22929936305732485, "grad_norm": 1.6940934658050537, "learning_rate": 9.185832391312644e-05, "loss": 1.558, "step": 45 }, { "epoch": 0.23439490445859873, "grad_norm": 1.8457539081573486, "learning_rate": 9.140044155740101e-05, "loss": 1.4784, "step": 46 }, { "epoch": 0.2394904458598726, "grad_norm": 1.8089879751205444, "learning_rate": 9.093124073433463e-05, "loss": 1.568, "step": 47 }, { "epoch": 0.2445859872611465, "grad_norm": 2.5819547176361084, "learning_rate": 9.045084971874738e-05, "loss": 1.5019, "step": 48 }, { "epoch": 0.24968152866242038, "grad_norm": 4.068037033081055, "learning_rate": 8.995939984474624e-05, "loss": 1.5797, "step": 49 }, { "epoch": 0.25477707006369427, "grad_norm": 2.636991262435913, "learning_rate": 8.945702546981969e-05, "loss": 1.6978, "step": 50 }, { "epoch": 0.25477707006369427, "eval_loss": 1.781501293182373, "eval_runtime": 24.7562, "eval_samples_per_second": 13.37, "eval_steps_per_second": 3.353, "step": 50 } ], "logging_steps": 1, "max_steps": 200, "num_input_tokens_seen": 0, "num_train_epochs": 2, "save_steps": 50, "stateful_callbacks": { "EarlyStoppingCallback": { "args": { "early_stopping_patience": 5, "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": false }, "attributes": {} } }, "total_flos": 7.54256789372928e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }