{ "best_metric": 2.0897529125213623, "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": 2.598952531814575, "learning_rate": 3.3333333333333333e-06, "loss": 2.6926, "step": 1 }, { "epoch": 0.003436426116838488, "eval_loss": 2.560588836669922, "eval_runtime": 5.717, "eval_samples_per_second": 85.709, "eval_steps_per_second": 42.854, "step": 1 }, { "epoch": 0.006872852233676976, "grad_norm": 0.9321181178092957, "learning_rate": 6.666666666666667e-06, "loss": 2.4309, "step": 2 }, { "epoch": 0.010309278350515464, "grad_norm": 0.8906644582748413, "learning_rate": 1e-05, "loss": 2.4272, "step": 3 }, { "epoch": 0.013745704467353952, "grad_norm": 0.9309356212615967, "learning_rate": 1.3333333333333333e-05, "loss": 2.352, "step": 4 }, { "epoch": 0.01718213058419244, "grad_norm": 0.9476458430290222, "learning_rate": 1.6666666666666667e-05, "loss": 2.3942, "step": 5 }, { "epoch": 0.020618556701030927, "grad_norm": 0.84200119972229, "learning_rate": 2e-05, "loss": 2.4314, "step": 6 }, { "epoch": 0.024054982817869417, "grad_norm": 0.813735842704773, "learning_rate": 2.3333333333333336e-05, "loss": 2.3328, "step": 7 }, { "epoch": 0.027491408934707903, "grad_norm": 0.7815460562705994, "learning_rate": 2.6666666666666667e-05, "loss": 2.3069, "step": 8 }, { "epoch": 0.030927835051546393, "grad_norm": 0.9551405906677246, "learning_rate": 3e-05, "loss": 2.4007, "step": 9 }, { "epoch": 0.03436426116838488, "grad_norm": 0.9483513236045837, "learning_rate": 3.3333333333333335e-05, "loss": 2.3146, "step": 10 }, { "epoch": 0.037800687285223365, "grad_norm": 0.7717857956886292, "learning_rate": 3.6666666666666666e-05, "loss": 2.3159, "step": 11 }, { "epoch": 0.041237113402061855, "grad_norm": 0.6075471043586731, "learning_rate": 4e-05, "loss": 2.35, "step": 12 }, { "epoch": 0.044673539518900345, "grad_norm": 0.7033193707466125, "learning_rate": 4.3333333333333334e-05, "loss": 2.2876, "step": 13 }, { "epoch": 0.048109965635738834, "grad_norm": 1.1663984060287476, "learning_rate": 4.666666666666667e-05, "loss": 2.3147, "step": 14 }, { "epoch": 0.05154639175257732, "grad_norm": 0.9267627596855164, "learning_rate": 5e-05, "loss": 2.2235, "step": 15 }, { "epoch": 0.054982817869415807, "grad_norm": 0.5572108030319214, "learning_rate": 5.333333333333333e-05, "loss": 2.232, "step": 16 }, { "epoch": 0.058419243986254296, "grad_norm": 0.7132498621940613, "learning_rate": 5.666666666666667e-05, "loss": 2.2246, "step": 17 }, { "epoch": 0.061855670103092786, "grad_norm": 0.7393128275871277, "learning_rate": 6e-05, "loss": 2.3398, "step": 18 }, { "epoch": 0.06529209621993128, "grad_norm": 1.1601158380508423, "learning_rate": 6.333333333333333e-05, "loss": 2.2403, "step": 19 }, { "epoch": 0.06872852233676977, "grad_norm": 0.7413552403450012, "learning_rate": 6.666666666666667e-05, "loss": 2.2669, "step": 20 }, { "epoch": 0.07216494845360824, "grad_norm": 0.787192165851593, "learning_rate": 7e-05, "loss": 2.1568, "step": 21 }, { "epoch": 0.07560137457044673, "grad_norm": 0.534079372882843, "learning_rate": 7.333333333333333e-05, "loss": 2.1813, "step": 22 }, { "epoch": 0.07903780068728522, "grad_norm": 0.659359335899353, "learning_rate": 7.666666666666667e-05, "loss": 2.2229, "step": 23 }, { "epoch": 0.08247422680412371, "grad_norm": 1.122572422027588, "learning_rate": 8e-05, "loss": 2.2512, "step": 24 }, { "epoch": 0.0859106529209622, "grad_norm": 0.6070332527160645, "learning_rate": 8.333333333333334e-05, "loss": 2.2574, "step": 25 }, { "epoch": 0.08934707903780069, "grad_norm": 0.6394221782684326, "learning_rate": 8.666666666666667e-05, "loss": 2.284, "step": 26 }, { "epoch": 0.09278350515463918, "grad_norm": 0.6970255374908447, "learning_rate": 9e-05, "loss": 2.2624, "step": 27 }, { "epoch": 0.09621993127147767, "grad_norm": 0.6242474317550659, "learning_rate": 9.333333333333334e-05, "loss": 2.3183, "step": 28 }, { "epoch": 0.09965635738831616, "grad_norm": 1.235068678855896, "learning_rate": 9.666666666666667e-05, "loss": 2.2588, "step": 29 }, { "epoch": 0.10309278350515463, "grad_norm": 0.8682904839515686, "learning_rate": 0.0001, "loss": 2.1751, "step": 30 }, { "epoch": 0.10652920962199312, "grad_norm": 0.526172399520874, "learning_rate": 9.994965332706573e-05, "loss": 2.2512, "step": 31 }, { "epoch": 0.10996563573883161, "grad_norm": 0.5551455616950989, "learning_rate": 9.979871469976196e-05, "loss": 2.2022, "step": 32 }, { "epoch": 0.1134020618556701, "grad_norm": 1.1410373449325562, "learning_rate": 9.954748808839674e-05, "loss": 2.1849, "step": 33 }, { "epoch": 0.11683848797250859, "grad_norm": 0.8865669965744019, "learning_rate": 9.919647942993148e-05, "loss": 2.2, "step": 34 }, { "epoch": 0.12027491408934708, "grad_norm": 0.7990866899490356, "learning_rate": 9.874639560909117e-05, "loss": 2.2292, "step": 35 }, { "epoch": 0.12371134020618557, "grad_norm": 0.663706362247467, "learning_rate": 9.819814303479267e-05, "loss": 2.2103, "step": 36 }, { "epoch": 0.12714776632302405, "grad_norm": 0.7638304829597473, "learning_rate": 9.755282581475769e-05, "loss": 2.2755, "step": 37 }, { "epoch": 0.13058419243986255, "grad_norm": 0.5578743815422058, "learning_rate": 9.681174353198687e-05, "loss": 2.1697, "step": 38 }, { "epoch": 0.13402061855670103, "grad_norm": 0.6033037900924683, "learning_rate": 9.597638862757255e-05, "loss": 2.1311, "step": 39 }, { "epoch": 0.13745704467353953, "grad_norm": 0.6790174841880798, "learning_rate": 9.504844339512095e-05, "loss": 2.2376, "step": 40 }, { "epoch": 0.140893470790378, "grad_norm": 0.6558031439781189, "learning_rate": 9.40297765928369e-05, "loss": 2.2629, "step": 41 }, { "epoch": 0.14432989690721648, "grad_norm": 0.7051690816879272, "learning_rate": 9.292243968009331e-05, "loss": 2.1542, "step": 42 }, { "epoch": 0.14776632302405499, "grad_norm": 0.6233033537864685, "learning_rate": 9.172866268606513e-05, "loss": 2.0878, "step": 43 }, { "epoch": 0.15120274914089346, "grad_norm": 0.6979764103889465, "learning_rate": 9.045084971874738e-05, "loss": 2.2168, "step": 44 }, { "epoch": 0.15463917525773196, "grad_norm": 0.6884151697158813, "learning_rate": 8.90915741234015e-05, "loss": 2.1874, "step": 45 }, { "epoch": 0.15807560137457044, "grad_norm": 0.7308196425437927, "learning_rate": 8.765357330018056e-05, "loss": 2.2639, "step": 46 }, { "epoch": 0.16151202749140894, "grad_norm": 1.1044234037399292, "learning_rate": 8.613974319136958e-05, "loss": 2.2313, "step": 47 }, { "epoch": 0.16494845360824742, "grad_norm": 0.8167080283164978, "learning_rate": 8.455313244934324e-05, "loss": 2.2786, "step": 48 }, { "epoch": 0.16838487972508592, "grad_norm": 0.9312572479248047, "learning_rate": 8.289693629698564e-05, "loss": 2.3531, "step": 49 }, { "epoch": 0.1718213058419244, "grad_norm": 0.8995051980018616, "learning_rate": 8.117449009293668e-05, "loss": 2.4697, "step": 50 }, { "epoch": 0.1718213058419244, "eval_loss": 2.247523784637451, "eval_runtime": 5.6668, "eval_samples_per_second": 86.468, "eval_steps_per_second": 43.234, "step": 50 }, { "epoch": 0.17525773195876287, "grad_norm": 2.528313159942627, "learning_rate": 7.938926261462366e-05, "loss": 2.3671, "step": 51 }, { "epoch": 0.17869415807560138, "grad_norm": 2.315145969390869, "learning_rate": 7.754484907260513e-05, "loss": 2.3046, "step": 52 }, { "epoch": 0.18213058419243985, "grad_norm": 1.7192437648773193, "learning_rate": 7.564496387029532e-05, "loss": 2.1694, "step": 53 }, { "epoch": 0.18556701030927836, "grad_norm": 1.133732557296753, "learning_rate": 7.369343312364993e-05, "loss": 2.1953, "step": 54 }, { "epoch": 0.18900343642611683, "grad_norm": 0.713290274143219, "learning_rate": 7.169418695587791e-05, "loss": 2.053, "step": 55 }, { "epoch": 0.19243986254295534, "grad_norm": 0.5978623032569885, "learning_rate": 6.965125158269619e-05, "loss": 2.12, "step": 56 }, { "epoch": 0.1958762886597938, "grad_norm": 0.5948276519775391, "learning_rate": 6.756874120406714e-05, "loss": 2.1898, "step": 57 }, { "epoch": 0.19931271477663232, "grad_norm": 0.6025165319442749, "learning_rate": 6.545084971874738e-05, "loss": 2.1185, "step": 58 }, { "epoch": 0.2027491408934708, "grad_norm": 0.5380327105522156, "learning_rate": 6.330184227833376e-05, "loss": 2.0913, "step": 59 }, { "epoch": 0.20618556701030927, "grad_norm": 0.5481085777282715, "learning_rate": 6.112604669781572e-05, "loss": 1.9754, "step": 60 }, { "epoch": 0.20962199312714777, "grad_norm": 0.5363459587097168, "learning_rate": 5.8927844739931834e-05, "loss": 2.1673, "step": 61 }, { "epoch": 0.21305841924398625, "grad_norm": 0.4893956482410431, "learning_rate": 5.6711663290882776e-05, "loss": 2.0366, "step": 62 }, { "epoch": 0.21649484536082475, "grad_norm": 0.4866885542869568, "learning_rate": 5.448196544517168e-05, "loss": 2.0198, "step": 63 }, { "epoch": 0.21993127147766323, "grad_norm": 0.4834136664867401, "learning_rate": 5.2243241517525754e-05, "loss": 2.058, "step": 64 }, { "epoch": 0.22336769759450173, "grad_norm": 0.47863930463790894, "learning_rate": 5e-05, "loss": 2.0112, "step": 65 }, { "epoch": 0.2268041237113402, "grad_norm": 0.5112380385398865, "learning_rate": 4.775675848247427e-05, "loss": 2.0965, "step": 66 }, { "epoch": 0.23024054982817868, "grad_norm": 0.4476987421512604, "learning_rate": 4.551803455482833e-05, "loss": 2.013, "step": 67 }, { "epoch": 0.23367697594501718, "grad_norm": 0.4423470199108124, "learning_rate": 4.328833670911724e-05, "loss": 1.9623, "step": 68 }, { "epoch": 0.23711340206185566, "grad_norm": 0.4461471140384674, "learning_rate": 4.107215526006817e-05, "loss": 2.0052, "step": 69 }, { "epoch": 0.24054982817869416, "grad_norm": 0.5078745484352112, "learning_rate": 3.887395330218429e-05, "loss": 2.0747, "step": 70 }, { "epoch": 0.24398625429553264, "grad_norm": 0.4781670868396759, "learning_rate": 3.6698157721666246e-05, "loss": 2.125, "step": 71 }, { "epoch": 0.24742268041237114, "grad_norm": 0.47303977608680725, "learning_rate": 3.4549150281252636e-05, "loss": 1.9952, "step": 72 }, { "epoch": 0.2508591065292096, "grad_norm": 0.4364500343799591, "learning_rate": 3.243125879593286e-05, "loss": 2.0303, "step": 73 }, { "epoch": 0.2542955326460481, "grad_norm": 0.47456878423690796, "learning_rate": 3.0348748417303823e-05, "loss": 2.1002, "step": 74 }, { "epoch": 0.25773195876288657, "grad_norm": 0.4605971872806549, "learning_rate": 2.8305813044122097e-05, "loss": 2.0942, "step": 75 }, { "epoch": 0.2611683848797251, "grad_norm": 0.4621974229812622, "learning_rate": 2.630656687635007e-05, "loss": 2.0768, "step": 76 }, { "epoch": 0.2646048109965636, "grad_norm": 0.4659442603588104, "learning_rate": 2.43550361297047e-05, "loss": 2.0493, "step": 77 }, { "epoch": 0.26804123711340205, "grad_norm": 0.47574934363365173, "learning_rate": 2.245515092739488e-05, "loss": 2.0854, "step": 78 }, { "epoch": 0.27147766323024053, "grad_norm": 0.46890461444854736, "learning_rate": 2.061073738537635e-05, "loss": 2.0456, "step": 79 }, { "epoch": 0.27491408934707906, "grad_norm": 0.4491337239742279, "learning_rate": 1.8825509907063327e-05, "loss": 2.0834, "step": 80 }, { "epoch": 0.27835051546391754, "grad_norm": 0.46741199493408203, "learning_rate": 1.7103063703014372e-05, "loss": 2.0842, "step": 81 }, { "epoch": 0.281786941580756, "grad_norm": 0.47655144333839417, "learning_rate": 1.544686755065677e-05, "loss": 2.1256, "step": 82 }, { "epoch": 0.2852233676975945, "grad_norm": 0.45900094509124756, "learning_rate": 1.3860256808630428e-05, "loss": 2.1237, "step": 83 }, { "epoch": 0.28865979381443296, "grad_norm": 0.4810255169868469, "learning_rate": 1.2346426699819458e-05, "loss": 2.1193, "step": 84 }, { "epoch": 0.2920962199312715, "grad_norm": 0.4391408860683441, "learning_rate": 1.090842587659851e-05, "loss": 2.0282, "step": 85 }, { "epoch": 0.29553264604810997, "grad_norm": 0.4718332886695862, "learning_rate": 9.549150281252633e-06, "loss": 2.1053, "step": 86 }, { "epoch": 0.29896907216494845, "grad_norm": 0.48831039667129517, "learning_rate": 8.271337313934869e-06, "loss": 2.0954, "step": 87 }, { "epoch": 0.3024054982817869, "grad_norm": 0.4913262128829956, "learning_rate": 7.077560319906695e-06, "loss": 1.9763, "step": 88 }, { "epoch": 0.30584192439862545, "grad_norm": 0.5028262734413147, "learning_rate": 5.9702234071631e-06, "loss": 2.1451, "step": 89 }, { "epoch": 0.30927835051546393, "grad_norm": 0.5151122808456421, "learning_rate": 4.951556604879048e-06, "loss": 2.1428, "step": 90 }, { "epoch": 0.3127147766323024, "grad_norm": 0.5513173937797546, "learning_rate": 4.023611372427471e-06, "loss": 2.1041, "step": 91 }, { "epoch": 0.3161512027491409, "grad_norm": 0.541987955570221, "learning_rate": 3.18825646801314e-06, "loss": 2.2697, "step": 92 }, { "epoch": 0.31958762886597936, "grad_norm": 0.638981282711029, "learning_rate": 2.4471741852423237e-06, "loss": 2.2158, "step": 93 }, { "epoch": 0.3230240549828179, "grad_norm": 0.6572893261909485, "learning_rate": 1.8018569652073381e-06, "loss": 2.1798, "step": 94 }, { "epoch": 0.32646048109965636, "grad_norm": 0.6969611644744873, "learning_rate": 1.2536043909088191e-06, "loss": 2.2424, "step": 95 }, { "epoch": 0.32989690721649484, "grad_norm": 0.7528119087219238, "learning_rate": 8.035205700685167e-07, "loss": 2.1574, "step": 96 }, { "epoch": 0.3333333333333333, "grad_norm": 0.8161905407905579, "learning_rate": 4.52511911603265e-07, "loss": 2.3423, "step": 97 }, { "epoch": 0.33676975945017185, "grad_norm": 0.9732829928398132, "learning_rate": 2.012853002380466e-07, "loss": 2.164, "step": 98 }, { "epoch": 0.3402061855670103, "grad_norm": 1.047484278678894, "learning_rate": 5.0346672934270534e-08, "loss": 2.2618, "step": 99 }, { "epoch": 0.3436426116838488, "grad_norm": 1.2029303312301636, "learning_rate": 0.0, "loss": 2.36, "step": 100 }, { "epoch": 0.3436426116838488, "eval_loss": 2.0897529125213623, "eval_runtime": 5.6482, "eval_samples_per_second": 86.753, "eval_steps_per_second": 43.376, "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": 3200049060249600.0, "train_batch_size": 8, "trial_name": null, "trial_params": null }