{ "best_metric": 1.1233247518539429, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.3436426116838488, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.003436426116838488, "grad_norm": 0.39795026183128357, "learning_rate": 3.3333333333333333e-06, "loss": 1.1706, "step": 1 }, { "epoch": 0.003436426116838488, "eval_loss": 1.394996166229248, "eval_runtime": 41.1487, "eval_samples_per_second": 11.908, "eval_steps_per_second": 5.954, "step": 1 }, { "epoch": 0.006872852233676976, "grad_norm": 0.43744540214538574, "learning_rate": 6.666666666666667e-06, "loss": 1.217, "step": 2 }, { "epoch": 0.010309278350515464, "grad_norm": 0.45329102873802185, "learning_rate": 1e-05, "loss": 1.2021, "step": 3 }, { "epoch": 0.013745704467353952, "grad_norm": 0.47084182500839233, "learning_rate": 1.3333333333333333e-05, "loss": 1.235, "step": 4 }, { "epoch": 0.01718213058419244, "grad_norm": 0.4676068127155304, "learning_rate": 1.6666666666666667e-05, "loss": 1.27, "step": 5 }, { "epoch": 0.020618556701030927, "grad_norm": 0.4271283447742462, "learning_rate": 2e-05, "loss": 1.1783, "step": 6 }, { "epoch": 0.024054982817869417, "grad_norm": 0.4685676395893097, "learning_rate": 2.3333333333333336e-05, "loss": 1.2112, "step": 7 }, { "epoch": 0.027491408934707903, "grad_norm": 0.434590220451355, "learning_rate": 2.6666666666666667e-05, "loss": 1.1869, "step": 8 }, { "epoch": 0.030927835051546393, "grad_norm": 0.44050467014312744, "learning_rate": 3e-05, "loss": 1.2167, "step": 9 }, { "epoch": 0.03436426116838488, "grad_norm": 0.3955245316028595, "learning_rate": 3.3333333333333335e-05, "loss": 1.1806, "step": 10 }, { "epoch": 0.037800687285223365, "grad_norm": 0.3721248507499695, "learning_rate": 3.6666666666666666e-05, "loss": 1.1545, "step": 11 }, { "epoch": 0.041237113402061855, "grad_norm": 0.31409817934036255, "learning_rate": 4e-05, "loss": 1.2273, "step": 12 }, { "epoch": 0.044673539518900345, "grad_norm": 0.29699209332466125, "learning_rate": 4.3333333333333334e-05, "loss": 1.1168, "step": 13 }, { "epoch": 0.048109965635738834, "grad_norm": 0.2954188585281372, "learning_rate": 4.666666666666667e-05, "loss": 1.2048, "step": 14 }, { "epoch": 0.05154639175257732, "grad_norm": 0.2993329167366028, "learning_rate": 5e-05, "loss": 1.1181, "step": 15 }, { "epoch": 0.054982817869415807, "grad_norm": 0.28740134835243225, "learning_rate": 5.333333333333333e-05, "loss": 1.1234, "step": 16 }, { "epoch": 0.058419243986254296, "grad_norm": 0.31010302901268005, "learning_rate": 5.666666666666667e-05, "loss": 1.2198, "step": 17 }, { "epoch": 0.061855670103092786, "grad_norm": 0.30725136399269104, "learning_rate": 6e-05, "loss": 1.1898, "step": 18 }, { "epoch": 0.06529209621993128, "grad_norm": 0.26591724157333374, "learning_rate": 6.333333333333333e-05, "loss": 1.2076, "step": 19 }, { "epoch": 0.06872852233676977, "grad_norm": 0.25425398349761963, "learning_rate": 6.666666666666667e-05, "loss": 1.1782, "step": 20 }, { "epoch": 0.07216494845360824, "grad_norm": 0.25563672184944153, "learning_rate": 7e-05, "loss": 1.102, "step": 21 }, { "epoch": 0.07560137457044673, "grad_norm": 0.2525363564491272, "learning_rate": 7.333333333333333e-05, "loss": 1.1132, "step": 22 }, { "epoch": 0.07903780068728522, "grad_norm": 0.27992483973503113, "learning_rate": 7.666666666666667e-05, "loss": 1.1971, "step": 23 }, { "epoch": 0.08247422680412371, "grad_norm": 0.24994660913944244, "learning_rate": 8e-05, "loss": 1.1438, "step": 24 }, { "epoch": 0.0859106529209622, "grad_norm": 0.27021530270576477, "learning_rate": 8.333333333333334e-05, "loss": 1.2105, "step": 25 }, { "epoch": 0.08934707903780069, "grad_norm": 0.26155591011047363, "learning_rate": 8.666666666666667e-05, "loss": 1.2296, "step": 26 }, { "epoch": 0.09278350515463918, "grad_norm": 0.25747400522232056, "learning_rate": 9e-05, "loss": 1.1667, "step": 27 }, { "epoch": 0.09621993127147767, "grad_norm": 0.25319820642471313, "learning_rate": 9.333333333333334e-05, "loss": 1.262, "step": 28 }, { "epoch": 0.09965635738831616, "grad_norm": 0.26420244574546814, "learning_rate": 9.666666666666667e-05, "loss": 1.2049, "step": 29 }, { "epoch": 0.10309278350515463, "grad_norm": 0.25196051597595215, "learning_rate": 0.0001, "loss": 1.1626, "step": 30 }, { "epoch": 0.10652920962199312, "grad_norm": 0.2579573690891266, "learning_rate": 9.994965332706573e-05, "loss": 1.2421, "step": 31 }, { "epoch": 0.10996563573883161, "grad_norm": 0.24934573471546173, "learning_rate": 9.979871469976196e-05, "loss": 1.1968, "step": 32 }, { "epoch": 0.1134020618556701, "grad_norm": 0.2536607086658478, "learning_rate": 9.954748808839674e-05, "loss": 1.1794, "step": 33 }, { "epoch": 0.11683848797250859, "grad_norm": 0.2625012695789337, "learning_rate": 9.919647942993148e-05, "loss": 1.1416, "step": 34 }, { "epoch": 0.12027491408934708, "grad_norm": 0.257440447807312, "learning_rate": 9.874639560909117e-05, "loss": 1.2098, "step": 35 }, { "epoch": 0.12371134020618557, "grad_norm": 0.2822026014328003, "learning_rate": 9.819814303479267e-05, "loss": 1.1966, "step": 36 }, { "epoch": 0.12714776632302405, "grad_norm": 0.27574318647384644, "learning_rate": 9.755282581475769e-05, "loss": 1.2154, "step": 37 }, { "epoch": 0.13058419243986255, "grad_norm": 0.27795401215553284, "learning_rate": 9.681174353198687e-05, "loss": 1.1431, "step": 38 }, { "epoch": 0.13402061855670103, "grad_norm": 0.26681026816368103, "learning_rate": 9.597638862757255e-05, "loss": 1.1735, "step": 39 }, { "epoch": 0.13745704467353953, "grad_norm": 0.2776302397251129, "learning_rate": 9.504844339512095e-05, "loss": 1.24, "step": 40 }, { "epoch": 0.140893470790378, "grad_norm": 0.3019616901874542, "learning_rate": 9.40297765928369e-05, "loss": 1.201, "step": 41 }, { "epoch": 0.14432989690721648, "grad_norm": 0.291785329580307, "learning_rate": 9.292243968009331e-05, "loss": 1.1569, "step": 42 }, { "epoch": 0.14776632302405499, "grad_norm": 0.29259058833122253, "learning_rate": 9.172866268606513e-05, "loss": 1.1203, "step": 43 }, { "epoch": 0.15120274914089346, "grad_norm": 0.31598636507987976, "learning_rate": 9.045084971874738e-05, "loss": 1.2352, "step": 44 }, { "epoch": 0.15463917525773196, "grad_norm": 0.3215610086917877, "learning_rate": 8.90915741234015e-05, "loss": 1.1668, "step": 45 }, { "epoch": 0.15807560137457044, "grad_norm": 0.3626932203769684, "learning_rate": 8.765357330018056e-05, "loss": 1.1811, "step": 46 }, { "epoch": 0.16151202749140894, "grad_norm": 0.40073418617248535, "learning_rate": 8.613974319136958e-05, "loss": 1.2598, "step": 47 }, { "epoch": 0.16494845360824742, "grad_norm": 0.39903056621551514, "learning_rate": 8.455313244934324e-05, "loss": 1.2176, "step": 48 }, { "epoch": 0.16838487972508592, "grad_norm": 0.4395723342895508, "learning_rate": 8.289693629698564e-05, "loss": 1.2958, "step": 49 }, { "epoch": 0.1718213058419244, "grad_norm": 0.479213684797287, "learning_rate": 8.117449009293668e-05, "loss": 1.2257, "step": 50 }, { "epoch": 0.1718213058419244, "eval_loss": 1.254024863243103, "eval_runtime": 41.6511, "eval_samples_per_second": 11.764, "eval_steps_per_second": 5.882, "step": 50 }, { "epoch": 0.17525773195876287, "grad_norm": 0.7763431072235107, "learning_rate": 7.938926261462366e-05, "loss": 1.1863, "step": 51 }, { "epoch": 0.17869415807560138, "grad_norm": 0.6419703960418701, "learning_rate": 7.754484907260513e-05, "loss": 1.2078, "step": 52 }, { "epoch": 0.18213058419243985, "grad_norm": 0.4610435366630554, "learning_rate": 7.564496387029532e-05, "loss": 1.1107, "step": 53 }, { "epoch": 0.18556701030927836, "grad_norm": 0.31423109769821167, "learning_rate": 7.369343312364993e-05, "loss": 1.0897, "step": 54 }, { "epoch": 0.18900343642611683, "grad_norm": 0.22052399814128876, "learning_rate": 7.169418695587791e-05, "loss": 1.0426, "step": 55 }, { "epoch": 0.19243986254295534, "grad_norm": 0.18192903697490692, "learning_rate": 6.965125158269619e-05, "loss": 1.0934, "step": 56 }, { "epoch": 0.1958762886597938, "grad_norm": 0.186998650431633, "learning_rate": 6.756874120406714e-05, "loss": 1.159, "step": 57 }, { "epoch": 0.19931271477663232, "grad_norm": 0.19652201235294342, "learning_rate": 6.545084971874738e-05, "loss": 1.0594, "step": 58 }, { "epoch": 0.2027491408934708, "grad_norm": 0.21376550197601318, "learning_rate": 6.330184227833376e-05, "loss": 1.08, "step": 59 }, { "epoch": 0.20618556701030927, "grad_norm": 0.20765534043312073, "learning_rate": 6.112604669781572e-05, "loss": 0.9949, "step": 60 }, { "epoch": 0.20962199312714777, "grad_norm": 0.2084871083498001, "learning_rate": 5.8927844739931834e-05, "loss": 1.0845, "step": 61 }, { "epoch": 0.21305841924398625, "grad_norm": 0.20915870368480682, "learning_rate": 5.6711663290882776e-05, "loss": 1.0677, "step": 62 }, { "epoch": 0.21649484536082475, "grad_norm": 0.19567368924617767, "learning_rate": 5.448196544517168e-05, "loss": 1.0483, "step": 63 }, { "epoch": 0.21993127147766323, "grad_norm": 0.2006818801164627, "learning_rate": 5.2243241517525754e-05, "loss": 1.1014, "step": 64 }, { "epoch": 0.22336769759450173, "grad_norm": 0.1980873942375183, "learning_rate": 5e-05, "loss": 1.0755, "step": 65 }, { "epoch": 0.2268041237113402, "grad_norm": 0.1960572451353073, "learning_rate": 4.775675848247427e-05, "loss": 1.0844, "step": 66 }, { "epoch": 0.23024054982817868, "grad_norm": 0.18849298357963562, "learning_rate": 4.551803455482833e-05, "loss": 1.0507, "step": 67 }, { "epoch": 0.23367697594501718, "grad_norm": 0.19031502306461334, "learning_rate": 4.328833670911724e-05, "loss": 1.0865, "step": 68 }, { "epoch": 0.23711340206185566, "grad_norm": 0.1852409988641739, "learning_rate": 4.107215526006817e-05, "loss": 1.0678, "step": 69 }, { "epoch": 0.24054982817869416, "grad_norm": 0.1880156397819519, "learning_rate": 3.887395330218429e-05, "loss": 1.1267, "step": 70 }, { "epoch": 0.24398625429553264, "grad_norm": 0.190456360578537, "learning_rate": 3.6698157721666246e-05, "loss": 1.1162, "step": 71 }, { "epoch": 0.24742268041237114, "grad_norm": 0.18321743607521057, "learning_rate": 3.4549150281252636e-05, "loss": 1.1242, "step": 72 }, { "epoch": 0.2508591065292096, "grad_norm": 0.2000783532857895, "learning_rate": 3.243125879593286e-05, "loss": 1.1294, "step": 73 }, { "epoch": 0.2542955326460481, "grad_norm": 0.21174149215221405, "learning_rate": 3.0348748417303823e-05, "loss": 1.1342, "step": 74 }, { "epoch": 0.25773195876288657, "grad_norm": 0.19860917329788208, "learning_rate": 2.8305813044122097e-05, "loss": 1.1456, "step": 75 }, { "epoch": 0.2611683848797251, "grad_norm": 0.20266704261302948, "learning_rate": 2.630656687635007e-05, "loss": 1.1071, "step": 76 }, { "epoch": 0.2646048109965636, "grad_norm": 0.20789256691932678, "learning_rate": 2.43550361297047e-05, "loss": 1.0829, "step": 77 }, { "epoch": 0.26804123711340205, "grad_norm": 0.20565740764141083, "learning_rate": 2.245515092739488e-05, "loss": 1.1548, "step": 78 }, { "epoch": 0.27147766323024053, "grad_norm": 0.2065347284078598, "learning_rate": 2.061073738537635e-05, "loss": 1.0775, "step": 79 }, { "epoch": 0.27491408934707906, "grad_norm": 0.20886455476284027, "learning_rate": 1.8825509907063327e-05, "loss": 1.1291, "step": 80 }, { "epoch": 0.27835051546391754, "grad_norm": 0.2221737802028656, "learning_rate": 1.7103063703014372e-05, "loss": 1.1161, "step": 81 }, { "epoch": 0.281786941580756, "grad_norm": 0.2226671576499939, "learning_rate": 1.544686755065677e-05, "loss": 1.1343, "step": 82 }, { "epoch": 0.2852233676975945, "grad_norm": 0.23488934338092804, "learning_rate": 1.3860256808630428e-05, "loss": 1.1316, "step": 83 }, { "epoch": 0.28865979381443296, "grad_norm": 0.22793255746364594, "learning_rate": 1.2346426699819458e-05, "loss": 1.1914, "step": 84 }, { "epoch": 0.2920962199312715, "grad_norm": 0.21478554606437683, "learning_rate": 1.090842587659851e-05, "loss": 1.1428, "step": 85 }, { "epoch": 0.29553264604810997, "grad_norm": 0.23316501080989838, "learning_rate": 9.549150281252633e-06, "loss": 1.1249, "step": 86 }, { "epoch": 0.29896907216494845, "grad_norm": 0.23652265965938568, "learning_rate": 8.271337313934869e-06, "loss": 1.189, "step": 87 }, { "epoch": 0.3024054982817869, "grad_norm": 0.23535004258155823, "learning_rate": 7.077560319906695e-06, "loss": 1.0792, "step": 88 }, { "epoch": 0.30584192439862545, "grad_norm": 0.258597195148468, "learning_rate": 5.9702234071631e-06, "loss": 1.1569, "step": 89 }, { "epoch": 0.30927835051546393, "grad_norm": 0.2510943114757538, "learning_rate": 4.951556604879048e-06, "loss": 1.1356, "step": 90 }, { "epoch": 0.3127147766323024, "grad_norm": 0.2706563472747803, "learning_rate": 4.023611372427471e-06, "loss": 1.1213, "step": 91 }, { "epoch": 0.3161512027491409, "grad_norm": 0.27767154574394226, "learning_rate": 3.18825646801314e-06, "loss": 1.1168, "step": 92 }, { "epoch": 0.31958762886597936, "grad_norm": 0.2995973229408264, "learning_rate": 2.4471741852423237e-06, "loss": 1.1346, "step": 93 }, { "epoch": 0.3230240549828179, "grad_norm": 0.3433845341205597, "learning_rate": 1.8018569652073381e-06, "loss": 1.1632, "step": 94 }, { "epoch": 0.32646048109965636, "grad_norm": 0.3424028754234314, "learning_rate": 1.2536043909088191e-06, "loss": 1.2433, "step": 95 }, { "epoch": 0.32989690721649484, "grad_norm": 0.3730294704437256, "learning_rate": 8.035205700685167e-07, "loss": 1.1239, "step": 96 }, { "epoch": 0.3333333333333333, "grad_norm": 0.40019187331199646, "learning_rate": 4.52511911603265e-07, "loss": 1.273, "step": 97 }, { "epoch": 0.33676975945017185, "grad_norm": 0.4186374843120575, "learning_rate": 2.012853002380466e-07, "loss": 1.1646, "step": 98 }, { "epoch": 0.3402061855670103, "grad_norm": 0.471892386674881, "learning_rate": 5.0346672934270534e-08, "loss": 1.2248, "step": 99 }, { "epoch": 0.3436426116838488, "grad_norm": 0.5741357803344727, "learning_rate": 0.0, "loss": 1.3389, "step": 100 }, { "epoch": 0.3436426116838488, "eval_loss": 1.1233247518539429, "eval_runtime": 41.6622, "eval_samples_per_second": 11.761, "eval_steps_per_second": 5.881, "step": 100 } ], "logging_steps": 1, "max_steps": 100, "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": true }, "attributes": {} } }, "total_flos": 1.4302829573308416e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }