{ "best_metric": 0.18127788603305817, "best_model_checkpoint": "miner_id_24/checkpoint-50", "epoch": 0.08503401360544217, "eval_steps": 50, "global_step": 50, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0017006802721088435, "grad_norm": 0.5269389748573303, "learning_rate": 1e-05, "loss": 0.1901, "step": 1 }, { "epoch": 0.0017006802721088435, "eval_loss": 0.5936321020126343, "eval_runtime": 99.436, "eval_samples_per_second": 9.956, "eval_steps_per_second": 2.494, "step": 1 }, { "epoch": 0.003401360544217687, "grad_norm": 0.46303698420524597, "learning_rate": 2e-05, "loss": 0.1959, "step": 2 }, { "epoch": 0.00510204081632653, "grad_norm": 0.5892171263694763, "learning_rate": 3e-05, "loss": 0.2197, "step": 3 }, { "epoch": 0.006802721088435374, "grad_norm": 0.5525668263435364, "learning_rate": 4e-05, "loss": 0.2315, "step": 4 }, { "epoch": 0.008503401360544218, "grad_norm": 0.5089474320411682, "learning_rate": 5e-05, "loss": 0.2095, "step": 5 }, { "epoch": 0.01020408163265306, "grad_norm": 0.49851194024086, "learning_rate": 6e-05, "loss": 0.2095, "step": 6 }, { "epoch": 0.011904761904761904, "grad_norm": 0.47188305854797363, "learning_rate": 7e-05, "loss": 0.1942, "step": 7 }, { "epoch": 0.013605442176870748, "grad_norm": 0.48552876710891724, "learning_rate": 8e-05, "loss": 0.2285, "step": 8 }, { "epoch": 0.015306122448979591, "grad_norm": 0.3960217833518982, "learning_rate": 9e-05, "loss": 0.1824, "step": 9 }, { "epoch": 0.017006802721088437, "grad_norm": 0.3507472276687622, "learning_rate": 0.0001, "loss": 0.1569, "step": 10 }, { "epoch": 0.01870748299319728, "grad_norm": 0.33635377883911133, "learning_rate": 9.999316524962345e-05, "loss": 0.184, "step": 11 }, { "epoch": 0.02040816326530612, "grad_norm": 0.4036436676979065, "learning_rate": 9.997266286704631e-05, "loss": 0.1587, "step": 12 }, { "epoch": 0.022108843537414966, "grad_norm": 0.5375078320503235, "learning_rate": 9.993849845741524e-05, "loss": 0.2424, "step": 13 }, { "epoch": 0.023809523809523808, "grad_norm": 0.4145143926143646, "learning_rate": 9.989068136093873e-05, "loss": 0.1819, "step": 14 }, { "epoch": 0.025510204081632654, "grad_norm": 0.4353350102901459, "learning_rate": 9.98292246503335e-05, "loss": 0.154, "step": 15 }, { "epoch": 0.027210884353741496, "grad_norm": 0.32249438762664795, "learning_rate": 9.975414512725057e-05, "loss": 0.1298, "step": 16 }, { "epoch": 0.02891156462585034, "grad_norm": 0.39720624685287476, "learning_rate": 9.966546331768191e-05, "loss": 0.1577, "step": 17 }, { "epoch": 0.030612244897959183, "grad_norm": 0.37612348794937134, "learning_rate": 9.956320346634876e-05, "loss": 0.1394, "step": 18 }, { "epoch": 0.03231292517006803, "grad_norm": 0.32927829027175903, "learning_rate": 9.944739353007344e-05, "loss": 0.1571, "step": 19 }, { "epoch": 0.034013605442176874, "grad_norm": 0.34154942631721497, "learning_rate": 9.931806517013612e-05, "loss": 0.1513, "step": 20 }, { "epoch": 0.03571428571428571, "grad_norm": 0.2961677610874176, "learning_rate": 9.917525374361912e-05, "loss": 0.1267, "step": 21 }, { "epoch": 0.03741496598639456, "grad_norm": 0.30949026346206665, "learning_rate": 9.901899829374047e-05, "loss": 0.1611, "step": 22 }, { "epoch": 0.0391156462585034, "grad_norm": 0.34329307079315186, "learning_rate": 9.884934153917997e-05, "loss": 0.1478, "step": 23 }, { "epoch": 0.04081632653061224, "grad_norm": 0.33806389570236206, "learning_rate": 9.86663298624003e-05, "loss": 0.1604, "step": 24 }, { "epoch": 0.04251700680272109, "grad_norm": 0.3135806620121002, "learning_rate": 9.847001329696653e-05, "loss": 0.1218, "step": 25 }, { "epoch": 0.04421768707482993, "grad_norm": 0.5712440609931946, "learning_rate": 9.826044551386744e-05, "loss": 0.1603, "step": 26 }, { "epoch": 0.04591836734693878, "grad_norm": 0.545917272567749, "learning_rate": 9.803768380684242e-05, "loss": 0.2418, "step": 27 }, { "epoch": 0.047619047619047616, "grad_norm": 0.3555242419242859, "learning_rate": 9.780178907671789e-05, "loss": 0.1463, "step": 28 }, { "epoch": 0.04931972789115646, "grad_norm": 0.39341312646865845, "learning_rate": 9.755282581475769e-05, "loss": 0.1591, "step": 29 }, { "epoch": 0.05102040816326531, "grad_norm": 0.36689674854278564, "learning_rate": 9.729086208503174e-05, "loss": 0.1539, "step": 30 }, { "epoch": 0.05272108843537415, "grad_norm": 0.46685174107551575, "learning_rate": 9.701596950580806e-05, "loss": 0.1796, "step": 31 }, { "epoch": 0.05442176870748299, "grad_norm": 0.48095518350601196, "learning_rate": 9.672822322997305e-05, "loss": 0.2008, "step": 32 }, { "epoch": 0.05612244897959184, "grad_norm": 0.4282090365886688, "learning_rate": 9.642770192448536e-05, "loss": 0.1706, "step": 33 }, { "epoch": 0.05782312925170068, "grad_norm": 0.7042590379714966, "learning_rate": 9.611448774886924e-05, "loss": 0.315, "step": 34 }, { "epoch": 0.05952380952380952, "grad_norm": 0.43822816014289856, "learning_rate": 9.578866633275288e-05, "loss": 0.1428, "step": 35 }, { "epoch": 0.061224489795918366, "grad_norm": 0.40582820773124695, "learning_rate": 9.545032675245813e-05, "loss": 0.1482, "step": 36 }, { "epoch": 0.06292517006802721, "grad_norm": 0.46641525626182556, "learning_rate": 9.509956150664796e-05, "loss": 0.2125, "step": 37 }, { "epoch": 0.06462585034013606, "grad_norm": 0.5421123504638672, "learning_rate": 9.473646649103818e-05, "loss": 0.1554, "step": 38 }, { "epoch": 0.0663265306122449, "grad_norm": 0.5820235013961792, "learning_rate": 9.43611409721806e-05, "loss": 0.1635, "step": 39 }, { "epoch": 0.06802721088435375, "grad_norm": 0.5159996151924133, "learning_rate": 9.397368756032445e-05, "loss": 0.2234, "step": 40 }, { "epoch": 0.06972789115646258, "grad_norm": 0.5390616059303284, "learning_rate": 9.357421218136386e-05, "loss": 0.2149, "step": 41 }, { "epoch": 0.07142857142857142, "grad_norm": 0.5398741364479065, "learning_rate": 9.316282404787871e-05, "loss": 0.2231, "step": 42 }, { "epoch": 0.07312925170068027, "grad_norm": 0.5961061716079712, "learning_rate": 9.273963562927695e-05, "loss": 0.1861, "step": 43 }, { "epoch": 0.07482993197278912, "grad_norm": 0.5682746767997742, "learning_rate": 9.230476262104677e-05, "loss": 0.2059, "step": 44 }, { "epoch": 0.07653061224489796, "grad_norm": 0.6431316137313843, "learning_rate": 9.185832391312644e-05, "loss": 0.2388, "step": 45 }, { "epoch": 0.0782312925170068, "grad_norm": 0.7409397959709167, "learning_rate": 9.140044155740101e-05, "loss": 0.26, "step": 46 }, { "epoch": 0.07993197278911565, "grad_norm": 1.0703874826431274, "learning_rate": 9.093124073433463e-05, "loss": 0.2309, "step": 47 }, { "epoch": 0.08163265306122448, "grad_norm": 0.7176180481910706, "learning_rate": 9.045084971874738e-05, "loss": 0.2351, "step": 48 }, { "epoch": 0.08333333333333333, "grad_norm": 1.2472457885742188, "learning_rate": 8.995939984474624e-05, "loss": 0.2577, "step": 49 }, { "epoch": 0.08503401360544217, "grad_norm": 1.9959722757339478, "learning_rate": 8.945702546981969e-05, "loss": 0.3351, "step": 50 }, { "epoch": 0.08503401360544217, "eval_loss": 0.18127788603305817, "eval_runtime": 100.6415, "eval_samples_per_second": 9.837, "eval_steps_per_second": 2.464, "step": 50 } ], "logging_steps": 1, "max_steps": 200, "num_input_tokens_seen": 0, "num_train_epochs": 1, "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": 9.240637183151309e+16, "train_batch_size": 8, "trial_name": null, "trial_params": null }