{ "best_metric": 1.5454622507095337, "best_model_checkpoint": "miner_id_24/checkpoint-100", "epoch": 0.00805169186175245, "eval_steps": 50, "global_step": 100, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 8.051691861752451e-05, "grad_norm": 15.297965049743652, "learning_rate": 1e-05, "loss": 2.23, "step": 1 }, { "epoch": 8.051691861752451e-05, "eval_loss": 3.512342929840088, "eval_runtime": 1563.3317, "eval_samples_per_second": 13.38, "eval_steps_per_second": 3.345, "step": 1 }, { "epoch": 0.00016103383723504902, "grad_norm": 16.973861694335938, "learning_rate": 2e-05, "loss": 2.5065, "step": 2 }, { "epoch": 0.00024155075585257353, "grad_norm": 17.152828216552734, "learning_rate": 3e-05, "loss": 2.5855, "step": 3 }, { "epoch": 0.00032206767447009804, "grad_norm": 11.791430473327637, "learning_rate": 4e-05, "loss": 2.206, "step": 4 }, { "epoch": 0.0004025845930876225, "grad_norm": 5.26390266418457, "learning_rate": 5e-05, "loss": 2.1781, "step": 5 }, { "epoch": 0.00048310151170514705, "grad_norm": 4.636106967926025, "learning_rate": 6e-05, "loss": 1.9751, "step": 6 }, { "epoch": 0.0005636184303226716, "grad_norm": 2.583982229232788, "learning_rate": 7e-05, "loss": 2.0084, "step": 7 }, { "epoch": 0.0006441353489401961, "grad_norm": 2.6073713302612305, "learning_rate": 8e-05, "loss": 2.003, "step": 8 }, { "epoch": 0.0007246522675577206, "grad_norm": 1.6990159749984741, "learning_rate": 9e-05, "loss": 2.0454, "step": 9 }, { "epoch": 0.000805169186175245, "grad_norm": 1.1776007413864136, "learning_rate": 0.0001, "loss": 1.8358, "step": 10 }, { "epoch": 0.0008856861047927696, "grad_norm": 1.0957061052322388, "learning_rate": 9.999316524962345e-05, "loss": 1.822, "step": 11 }, { "epoch": 0.0009662030234102941, "grad_norm": 1.2326781749725342, "learning_rate": 9.997266286704631e-05, "loss": 1.87, "step": 12 }, { "epoch": 0.0010467199420278186, "grad_norm": 0.7951018214225769, "learning_rate": 9.993849845741524e-05, "loss": 1.7797, "step": 13 }, { "epoch": 0.0011272368606453432, "grad_norm": 1.000949501991272, "learning_rate": 9.989068136093873e-05, "loss": 1.7187, "step": 14 }, { "epoch": 0.0012077537792628676, "grad_norm": 0.6804490685462952, "learning_rate": 9.98292246503335e-05, "loss": 1.6691, "step": 15 }, { "epoch": 0.0012882706978803921, "grad_norm": 0.8919732570648193, "learning_rate": 9.975414512725057e-05, "loss": 1.7062, "step": 16 }, { "epoch": 0.0013687876164979165, "grad_norm": 0.5915566086769104, "learning_rate": 9.966546331768191e-05, "loss": 1.4411, "step": 17 }, { "epoch": 0.001449304535115441, "grad_norm": 0.8211526870727539, "learning_rate": 9.956320346634876e-05, "loss": 1.5822, "step": 18 }, { "epoch": 0.0015298214537329657, "grad_norm": 0.6463562846183777, "learning_rate": 9.944739353007344e-05, "loss": 1.5998, "step": 19 }, { "epoch": 0.00161033837235049, "grad_norm": 0.6516017317771912, "learning_rate": 9.931806517013612e-05, "loss": 1.6094, "step": 20 }, { "epoch": 0.0016908552909680147, "grad_norm": 1.0889999866485596, "learning_rate": 9.917525374361912e-05, "loss": 1.6938, "step": 21 }, { "epoch": 0.0017713722095855393, "grad_norm": 0.6314936280250549, "learning_rate": 9.901899829374047e-05, "loss": 1.4876, "step": 22 }, { "epoch": 0.0018518891282030636, "grad_norm": 0.6983410716056824, "learning_rate": 9.884934153917997e-05, "loss": 1.5488, "step": 23 }, { "epoch": 0.0019324060468205882, "grad_norm": 0.7183996438980103, "learning_rate": 9.86663298624003e-05, "loss": 1.5917, "step": 24 }, { "epoch": 0.0020129229654381126, "grad_norm": 0.8171032667160034, "learning_rate": 9.847001329696653e-05, "loss": 1.5731, "step": 25 }, { "epoch": 0.002093439884055637, "grad_norm": 0.6705768704414368, "learning_rate": 9.826044551386744e-05, "loss": 1.5631, "step": 26 }, { "epoch": 0.0021739568026731618, "grad_norm": 0.6940917372703552, "learning_rate": 9.803768380684242e-05, "loss": 1.5664, "step": 27 }, { "epoch": 0.0022544737212906864, "grad_norm": 0.6975890398025513, "learning_rate": 9.780178907671789e-05, "loss": 1.5293, "step": 28 }, { "epoch": 0.0023349906399082105, "grad_norm": 0.7544741034507751, "learning_rate": 9.755282581475769e-05, "loss": 1.4832, "step": 29 }, { "epoch": 0.002415507558525735, "grad_norm": 0.7494301199913025, "learning_rate": 9.729086208503174e-05, "loss": 1.7355, "step": 30 }, { "epoch": 0.0024960244771432597, "grad_norm": 0.8572993278503418, "learning_rate": 9.701596950580806e-05, "loss": 1.4665, "step": 31 }, { "epoch": 0.0025765413957607843, "grad_norm": 0.9226846694946289, "learning_rate": 9.672822322997305e-05, "loss": 1.3918, "step": 32 }, { "epoch": 0.002657058314378309, "grad_norm": 0.8625328540802002, "learning_rate": 9.642770192448536e-05, "loss": 1.6576, "step": 33 }, { "epoch": 0.002737575232995833, "grad_norm": 0.9232624769210815, "learning_rate": 9.611448774886924e-05, "loss": 1.4668, "step": 34 }, { "epoch": 0.0028180921516133576, "grad_norm": 0.8604220747947693, "learning_rate": 9.578866633275288e-05, "loss": 1.676, "step": 35 }, { "epoch": 0.002898609070230882, "grad_norm": 0.7628800272941589, "learning_rate": 9.545032675245813e-05, "loss": 1.4841, "step": 36 }, { "epoch": 0.002979125988848407, "grad_norm": 0.8315993547439575, "learning_rate": 9.509956150664796e-05, "loss": 1.5544, "step": 37 }, { "epoch": 0.0030596429074659314, "grad_norm": 0.7245994806289673, "learning_rate": 9.473646649103818e-05, "loss": 1.3446, "step": 38 }, { "epoch": 0.003140159826083456, "grad_norm": 1.0671409368515015, "learning_rate": 9.43611409721806e-05, "loss": 1.5982, "step": 39 }, { "epoch": 0.00322067674470098, "grad_norm": 0.7829718589782715, "learning_rate": 9.397368756032445e-05, "loss": 1.5017, "step": 40 }, { "epoch": 0.0033011936633185047, "grad_norm": 1.0271023511886597, "learning_rate": 9.357421218136386e-05, "loss": 1.6895, "step": 41 }, { "epoch": 0.0033817105819360293, "grad_norm": 0.9041717052459717, "learning_rate": 9.316282404787871e-05, "loss": 1.5579, "step": 42 }, { "epoch": 0.003462227500553554, "grad_norm": 0.9417299032211304, "learning_rate": 9.273963562927695e-05, "loss": 1.6506, "step": 43 }, { "epoch": 0.0035427444191710785, "grad_norm": 1.0171841382980347, "learning_rate": 9.230476262104677e-05, "loss": 1.8189, "step": 44 }, { "epoch": 0.0036232613377886027, "grad_norm": 1.0186662673950195, "learning_rate": 9.185832391312644e-05, "loss": 1.7005, "step": 45 }, { "epoch": 0.0037037782564061273, "grad_norm": 0.8959439992904663, "learning_rate": 9.140044155740101e-05, "loss": 1.2864, "step": 46 }, { "epoch": 0.003784295175023652, "grad_norm": 1.2057873010635376, "learning_rate": 9.093124073433463e-05, "loss": 1.7118, "step": 47 }, { "epoch": 0.0038648120936411764, "grad_norm": 1.2957358360290527, "learning_rate": 9.045084971874738e-05, "loss": 1.7732, "step": 48 }, { "epoch": 0.003945329012258701, "grad_norm": 1.743603229522705, "learning_rate": 8.995939984474624e-05, "loss": 1.8185, "step": 49 }, { "epoch": 0.004025845930876225, "grad_norm": 1.515619158744812, "learning_rate": 8.945702546981969e-05, "loss": 1.9238, "step": 50 }, { "epoch": 0.004025845930876225, "eval_loss": 1.6345586776733398, "eval_runtime": 1570.1183, "eval_samples_per_second": 13.323, "eval_steps_per_second": 3.331, "step": 50 }, { "epoch": 0.00410636284949375, "grad_norm": 0.7655407190322876, "learning_rate": 8.894386393810563e-05, "loss": 1.3046, "step": 51 }, { "epoch": 0.004186879768111274, "grad_norm": 0.7856895327568054, "learning_rate": 8.842005554284296e-05, "loss": 1.6683, "step": 52 }, { "epoch": 0.0042673966867287985, "grad_norm": 0.7081140279769897, "learning_rate": 8.788574348801675e-05, "loss": 1.4311, "step": 53 }, { "epoch": 0.0043479136053463235, "grad_norm": 0.42009517550468445, "learning_rate": 8.73410738492077e-05, "loss": 1.4882, "step": 54 }, { "epoch": 0.004428430523963848, "grad_norm": 0.43536660075187683, "learning_rate": 8.678619553365659e-05, "loss": 1.4099, "step": 55 }, { "epoch": 0.004508947442581373, "grad_norm": 0.6052523851394653, "learning_rate": 8.622126023955446e-05, "loss": 1.4157, "step": 56 }, { "epoch": 0.004589464361198897, "grad_norm": 0.5873731374740601, "learning_rate": 8.564642241456986e-05, "loss": 1.5053, "step": 57 }, { "epoch": 0.004669981279816421, "grad_norm": 0.4847113788127899, "learning_rate": 8.506183921362443e-05, "loss": 1.4136, "step": 58 }, { "epoch": 0.004750498198433946, "grad_norm": 0.45475682616233826, "learning_rate": 8.44676704559283e-05, "loss": 1.385, "step": 59 }, { "epoch": 0.00483101511705147, "grad_norm": 0.5306957364082336, "learning_rate": 8.386407858128706e-05, "loss": 1.4937, "step": 60 }, { "epoch": 0.004911532035668995, "grad_norm": 0.5260341167449951, "learning_rate": 8.32512286056924e-05, "loss": 1.3361, "step": 61 }, { "epoch": 0.004992048954286519, "grad_norm": 0.45000162720680237, "learning_rate": 8.262928807620843e-05, "loss": 1.3935, "step": 62 }, { "epoch": 0.0050725658729040436, "grad_norm": 0.5670515894889832, "learning_rate": 8.199842702516583e-05, "loss": 1.4097, "step": 63 }, { "epoch": 0.005153082791521569, "grad_norm": 0.555814802646637, "learning_rate": 8.135881792367686e-05, "loss": 1.4479, "step": 64 }, { "epoch": 0.005233599710139093, "grad_norm": 0.5043533444404602, "learning_rate": 8.07106356344834e-05, "loss": 1.4273, "step": 65 }, { "epoch": 0.005314116628756618, "grad_norm": 0.46356257796287537, "learning_rate": 8.005405736415126e-05, "loss": 1.3734, "step": 66 }, { "epoch": 0.005394633547374142, "grad_norm": 0.46080517768859863, "learning_rate": 7.938926261462366e-05, "loss": 1.4529, "step": 67 }, { "epoch": 0.005475150465991666, "grad_norm": 0.5072758793830872, "learning_rate": 7.871643313414718e-05, "loss": 1.4547, "step": 68 }, { "epoch": 0.005555667384609191, "grad_norm": 0.48776936531066895, "learning_rate": 7.803575286758364e-05, "loss": 1.3558, "step": 69 }, { "epoch": 0.005636184303226715, "grad_norm": 0.4939619302749634, "learning_rate": 7.734740790612136e-05, "loss": 1.2648, "step": 70 }, { "epoch": 0.00571670122184424, "grad_norm": 0.5072360038757324, "learning_rate": 7.66515864363997e-05, "loss": 1.5307, "step": 71 }, { "epoch": 0.005797218140461764, "grad_norm": 0.6055448651313782, "learning_rate": 7.594847868906076e-05, "loss": 1.4612, "step": 72 }, { "epoch": 0.0058777350590792895, "grad_norm": 0.5122414827346802, "learning_rate": 7.52382768867422e-05, "loss": 1.4895, "step": 73 }, { "epoch": 0.005958251977696814, "grad_norm": 0.5090658068656921, "learning_rate": 7.452117519152542e-05, "loss": 1.3695, "step": 74 }, { "epoch": 0.006038768896314338, "grad_norm": 0.5476226210594177, "learning_rate": 7.379736965185368e-05, "loss": 1.4367, "step": 75 }, { "epoch": 0.006119285814931863, "grad_norm": 0.5305289030075073, "learning_rate": 7.30670581489344e-05, "loss": 1.3727, "step": 76 }, { "epoch": 0.006199802733549387, "grad_norm": 0.663529098033905, "learning_rate": 7.233044034264034e-05, "loss": 1.4814, "step": 77 }, { "epoch": 0.006280319652166912, "grad_norm": 0.6056848764419556, "learning_rate": 7.158771761692464e-05, "loss": 1.3346, "step": 78 }, { "epoch": 0.006360836570784436, "grad_norm": 0.6445757150650024, "learning_rate": 7.083909302476453e-05, "loss": 1.4986, "step": 79 }, { "epoch": 0.00644135348940196, "grad_norm": 0.6453158259391785, "learning_rate": 7.008477123264848e-05, "loss": 1.5582, "step": 80 }, { "epoch": 0.006521870408019485, "grad_norm": 0.6675869226455688, "learning_rate": 6.932495846462261e-05, "loss": 1.5507, "step": 81 }, { "epoch": 0.0066023873266370095, "grad_norm": 0.719948947429657, "learning_rate": 6.855986244591104e-05, "loss": 1.3881, "step": 82 }, { "epoch": 0.0066829042452545345, "grad_norm": 0.6834545135498047, "learning_rate": 6.778969234612584e-05, "loss": 1.5265, "step": 83 }, { "epoch": 0.006763421163872059, "grad_norm": 0.6420490145683289, "learning_rate": 6.701465872208216e-05, "loss": 1.4441, "step": 84 }, { "epoch": 0.006843938082489583, "grad_norm": 0.6377096772193909, "learning_rate": 6.623497346023418e-05, "loss": 1.6071, "step": 85 }, { "epoch": 0.006924455001107108, "grad_norm": 0.671746551990509, "learning_rate": 6.545084971874738e-05, "loss": 1.428, "step": 86 }, { "epoch": 0.007004971919724632, "grad_norm": 0.9008675813674927, "learning_rate": 6.466250186922325e-05, "loss": 1.3436, "step": 87 }, { "epoch": 0.007085488838342157, "grad_norm": 0.828833818435669, "learning_rate": 6.387014543809223e-05, "loss": 1.6059, "step": 88 }, { "epoch": 0.007166005756959681, "grad_norm": 0.640192985534668, "learning_rate": 6.307399704769099e-05, "loss": 1.4773, "step": 89 }, { "epoch": 0.007246522675577205, "grad_norm": 0.7338127493858337, "learning_rate": 6.227427435703997e-05, "loss": 1.4091, "step": 90 }, { "epoch": 0.00732703959419473, "grad_norm": 0.7946495413780212, "learning_rate": 6.147119600233758e-05, "loss": 1.3328, "step": 91 }, { "epoch": 0.0074075565128122545, "grad_norm": 0.8608148694038391, "learning_rate": 6.066498153718735e-05, "loss": 1.4283, "step": 92 }, { "epoch": 0.0074880734314297795, "grad_norm": 0.9165239930152893, "learning_rate": 5.985585137257401e-05, "loss": 1.5422, "step": 93 }, { "epoch": 0.007568590350047304, "grad_norm": 0.883380115032196, "learning_rate": 5.90440267166055e-05, "loss": 1.4067, "step": 94 }, { "epoch": 0.007649107268664828, "grad_norm": 0.9385941624641418, "learning_rate": 5.8229729514036705e-05, "loss": 1.4757, "step": 95 }, { "epoch": 0.007729624187282353, "grad_norm": 1.201176404953003, "learning_rate": 5.74131823855921e-05, "loss": 1.8454, "step": 96 }, { "epoch": 0.007810141105899877, "grad_norm": 1.1753710508346558, "learning_rate": 5.6594608567103456e-05, "loss": 1.7505, "step": 97 }, { "epoch": 0.007890658024517402, "grad_norm": 1.1829088926315308, "learning_rate": 5.577423184847932e-05, "loss": 1.6695, "step": 98 }, { "epoch": 0.007971174943134927, "grad_norm": 1.2344779968261719, "learning_rate": 5.495227651252315e-05, "loss": 1.7969, "step": 99 }, { "epoch": 0.00805169186175245, "grad_norm": 1.8585081100463867, "learning_rate": 5.4128967273616625e-05, "loss": 2.351, "step": 100 }, { "epoch": 0.00805169186175245, "eval_loss": 1.5454622507095337, "eval_runtime": 1568.5572, "eval_samples_per_second": 13.336, "eval_steps_per_second": 3.334, "step": 100 } ], "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": 1.3923671705911296e+17, "train_batch_size": 8, "trial_name": null, "trial_params": null }