{ "best_global_step": 488376, "best_metric": 0.963716296062499, "best_model_checkpoint": "/media/bramiozo/Storage2/DATA/NER/PII/hf_ai4privacy_multiclass/fold_0/checkpoint-488376", "epoch": 6.0, "eval_steps": 500, "global_step": 488376, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0031451466762495352, "grad_norm": 32.7712287902832, "learning_rate": 1.99968671679198e-05, "loss": 19.1473, "step": 256 }, { "epoch": 0.0062902933524990705, "grad_norm": 42.52288055419922, "learning_rate": 1.99937220502236e-05, "loss": 7.8886, "step": 512 }, { "epoch": 0.009435440028748606, "grad_norm": 336.1084899902344, "learning_rate": 1.99905769325274e-05, "loss": 4.2993, "step": 768 }, { "epoch": 0.012580586704998141, "grad_norm": 115.21817779541016, "learning_rate": 1.9987431814831197e-05, "loss": 3.1289, "step": 1024 }, { "epoch": 0.015725733381247678, "grad_norm": 42.798561096191406, "learning_rate": 1.9984286697134996e-05, "loss": 2.547, "step": 1280 }, { "epoch": 0.01887088005749721, "grad_norm": 45.711795806884766, "learning_rate": 1.9981141579438793e-05, "loss": 2.1724, "step": 1536 }, { "epoch": 0.02201602673374675, "grad_norm": 73.08441925048828, "learning_rate": 1.9977996461742593e-05, "loss": 2.2168, "step": 1792 }, { "epoch": 0.025161173409996282, "grad_norm": 545.430908203125, "learning_rate": 1.9974851344046392e-05, "loss": 1.9585, "step": 2048 }, { "epoch": 0.02830632008624582, "grad_norm": 63.36457824707031, "learning_rate": 1.9971706226350192e-05, "loss": 1.8719, "step": 2304 }, { "epoch": 0.031451466762495356, "grad_norm": 537.1735229492188, "learning_rate": 1.996856110865399e-05, "loss": 1.6815, "step": 2560 }, { "epoch": 0.03459661343874489, "grad_norm": 23.961442947387695, "learning_rate": 1.996541599095779e-05, "loss": 1.6802, "step": 2816 }, { "epoch": 0.03774176011499442, "grad_norm": 51.69450759887695, "learning_rate": 1.996227087326159e-05, "loss": 1.5876, "step": 3072 }, { "epoch": 0.04088690679124396, "grad_norm": 116.23927307128906, "learning_rate": 1.9959125755565385e-05, "loss": 1.5829, "step": 3328 }, { "epoch": 0.0440320534674935, "grad_norm": 28.727214813232422, "learning_rate": 1.9955980637869185e-05, "loss": 1.4704, "step": 3584 }, { "epoch": 0.047177200143743034, "grad_norm": 64.51776123046875, "learning_rate": 1.9952835520172984e-05, "loss": 1.3783, "step": 3840 }, { "epoch": 0.050322346819992564, "grad_norm": 109.68195343017578, "learning_rate": 1.994969040247678e-05, "loss": 1.383, "step": 4096 }, { "epoch": 0.0534674934962421, "grad_norm": 28.38018798828125, "learning_rate": 1.994654528478058e-05, "loss": 1.4144, "step": 4352 }, { "epoch": 0.05661264017249164, "grad_norm": 42.122928619384766, "learning_rate": 1.994340016708438e-05, "loss": 1.3459, "step": 4608 }, { "epoch": 0.059757786848741175, "grad_norm": 526.4948120117188, "learning_rate": 1.9940255049388177e-05, "loss": 1.341, "step": 4864 }, { "epoch": 0.06290293352499071, "grad_norm": 23.917184829711914, "learning_rate": 1.9937109931691977e-05, "loss": 1.3926, "step": 5120 }, { "epoch": 0.06604808020124024, "grad_norm": 15.578055381774902, "learning_rate": 1.9933964813995776e-05, "loss": 1.2834, "step": 5376 }, { "epoch": 0.06919322687748979, "grad_norm": 10.9509916305542, "learning_rate": 1.9930819696299576e-05, "loss": 1.3267, "step": 5632 }, { "epoch": 0.07233837355373932, "grad_norm": 48.65658950805664, "learning_rate": 1.9927674578603373e-05, "loss": 1.31, "step": 5888 }, { "epoch": 0.07548352022998885, "grad_norm": 24.163028717041016, "learning_rate": 1.9924529460907172e-05, "loss": 1.2908, "step": 6144 }, { "epoch": 0.07862866690623839, "grad_norm": 140.82144165039062, "learning_rate": 1.992138434321097e-05, "loss": 1.2996, "step": 6400 }, { "epoch": 0.08177381358248792, "grad_norm": 25.045412063598633, "learning_rate": 1.991823922551477e-05, "loss": 1.3976, "step": 6656 }, { "epoch": 0.08491896025873746, "grad_norm": 144.6173095703125, "learning_rate": 1.9915094107818565e-05, "loss": 1.2839, "step": 6912 }, { "epoch": 0.088064106934987, "grad_norm": 13.057480812072754, "learning_rate": 1.9911948990122368e-05, "loss": 1.185, "step": 7168 }, { "epoch": 0.09120925361123652, "grad_norm": 72.62432098388672, "learning_rate": 1.9908803872426165e-05, "loss": 1.2578, "step": 7424 }, { "epoch": 0.09435440028748607, "grad_norm": 32.611907958984375, "learning_rate": 1.9905658754729964e-05, "loss": 1.2493, "step": 7680 }, { "epoch": 0.0974995469637356, "grad_norm": 38.99099349975586, "learning_rate": 1.990251363703376e-05, "loss": 1.2033, "step": 7936 }, { "epoch": 0.10064469363998513, "grad_norm": 159.5609893798828, "learning_rate": 1.989936851933756e-05, "loss": 1.2486, "step": 8192 }, { "epoch": 0.10378984031623467, "grad_norm": 42.655113220214844, "learning_rate": 1.989622340164136e-05, "loss": 1.195, "step": 8448 }, { "epoch": 0.1069349869924842, "grad_norm": 180.4906768798828, "learning_rate": 1.989307828394516e-05, "loss": 1.1549, "step": 8704 }, { "epoch": 0.11008013366873375, "grad_norm": 183.71400451660156, "learning_rate": 1.9889933166248957e-05, "loss": 1.0973, "step": 8960 }, { "epoch": 0.11322528034498328, "grad_norm": 22.372793197631836, "learning_rate": 1.9886788048552757e-05, "loss": 1.1579, "step": 9216 }, { "epoch": 0.1163704270212328, "grad_norm": 23.469459533691406, "learning_rate": 1.9883642930856556e-05, "loss": 1.1536, "step": 9472 }, { "epoch": 0.11951557369748235, "grad_norm": 130.577392578125, "learning_rate": 1.9880497813160353e-05, "loss": 1.1779, "step": 9728 }, { "epoch": 0.12266072037373188, "grad_norm": 421.74359130859375, "learning_rate": 1.9877352695464153e-05, "loss": 1.1346, "step": 9984 }, { "epoch": 0.12580586704998142, "grad_norm": 54.03622055053711, "learning_rate": 1.987420757776795e-05, "loss": 1.1281, "step": 10240 }, { "epoch": 0.12895101372623094, "grad_norm": 41.32209777832031, "learning_rate": 1.9871062460071752e-05, "loss": 1.1412, "step": 10496 }, { "epoch": 0.13209616040248048, "grad_norm": 18.568401336669922, "learning_rate": 1.986791734237555e-05, "loss": 1.1971, "step": 10752 }, { "epoch": 0.13524130707873003, "grad_norm": 18.432279586791992, "learning_rate": 1.986477222467935e-05, "loss": 1.002, "step": 11008 }, { "epoch": 0.13838645375497957, "grad_norm": 38.60474395751953, "learning_rate": 1.9861627106983145e-05, "loss": 1.0879, "step": 11264 }, { "epoch": 0.1415316004312291, "grad_norm": 44.780517578125, "learning_rate": 1.9858481989286945e-05, "loss": 1.0693, "step": 11520 }, { "epoch": 0.14467674710747863, "grad_norm": 2.2511823177337646, "learning_rate": 1.985533687159074e-05, "loss": 1.0275, "step": 11776 }, { "epoch": 0.14782189378372818, "grad_norm": 72.40104675292969, "learning_rate": 1.9852191753894544e-05, "loss": 1.173, "step": 12032 }, { "epoch": 0.1509670404599777, "grad_norm": 88.38461303710938, "learning_rate": 1.984904663619834e-05, "loss": 1.0833, "step": 12288 }, { "epoch": 0.15411218713622724, "grad_norm": 91.39885711669922, "learning_rate": 1.984590151850214e-05, "loss": 1.1651, "step": 12544 }, { "epoch": 0.15725733381247678, "grad_norm": 77.59071350097656, "learning_rate": 1.9842756400805937e-05, "loss": 1.04, "step": 12800 }, { "epoch": 0.1604024804887263, "grad_norm": 72.61529541015625, "learning_rate": 1.9839611283109737e-05, "loss": 1.0219, "step": 13056 }, { "epoch": 0.16354762716497584, "grad_norm": 62.259971618652344, "learning_rate": 1.9836466165413536e-05, "loss": 0.9948, "step": 13312 }, { "epoch": 0.16669277384122538, "grad_norm": 110.95796966552734, "learning_rate": 1.9833321047717333e-05, "loss": 1.1103, "step": 13568 }, { "epoch": 0.16983792051747493, "grad_norm": 27.00925064086914, "learning_rate": 1.9830175930021133e-05, "loss": 0.9939, "step": 13824 }, { "epoch": 0.17298306719372444, "grad_norm": 7.5836076736450195, "learning_rate": 1.9827030812324932e-05, "loss": 0.9819, "step": 14080 }, { "epoch": 0.176128213869974, "grad_norm": 314.71826171875, "learning_rate": 1.9823885694628732e-05, "loss": 1.0555, "step": 14336 }, { "epoch": 0.17927336054622353, "grad_norm": 117.14920043945312, "learning_rate": 1.982074057693253e-05, "loss": 0.9894, "step": 14592 }, { "epoch": 0.18241850722247305, "grad_norm": 115.92585754394531, "learning_rate": 1.981759545923633e-05, "loss": 1.0499, "step": 14848 }, { "epoch": 0.1855636538987226, "grad_norm": 21.828420639038086, "learning_rate": 1.9814450341540125e-05, "loss": 1.0972, "step": 15104 }, { "epoch": 0.18870880057497214, "grad_norm": 89.78067779541016, "learning_rate": 1.9811305223843925e-05, "loss": 1.0367, "step": 15360 }, { "epoch": 0.19185394725122165, "grad_norm": 22.759586334228516, "learning_rate": 1.9808160106147725e-05, "loss": 1.0155, "step": 15616 }, { "epoch": 0.1949990939274712, "grad_norm": 253.0929412841797, "learning_rate": 1.9805014988451524e-05, "loss": 0.9406, "step": 15872 }, { "epoch": 0.19814424060372074, "grad_norm": 360.17901611328125, "learning_rate": 1.980186987075532e-05, "loss": 1.0057, "step": 16128 }, { "epoch": 0.20128938727997026, "grad_norm": 2.00240421295166, "learning_rate": 1.979872475305912e-05, "loss": 1.0127, "step": 16384 }, { "epoch": 0.2044345339562198, "grad_norm": 8.117267608642578, "learning_rate": 1.9795579635362917e-05, "loss": 1.0674, "step": 16640 }, { "epoch": 0.20757968063246934, "grad_norm": 6.787088394165039, "learning_rate": 1.9792434517666717e-05, "loss": 0.9554, "step": 16896 }, { "epoch": 0.2107248273087189, "grad_norm": 93.70729064941406, "learning_rate": 1.9789289399970517e-05, "loss": 1.0448, "step": 17152 }, { "epoch": 0.2138699739849684, "grad_norm": 9.580097198486328, "learning_rate": 1.9786144282274316e-05, "loss": 0.9356, "step": 17408 }, { "epoch": 0.21701512066121795, "grad_norm": 25.831886291503906, "learning_rate": 1.9782999164578113e-05, "loss": 0.9846, "step": 17664 }, { "epoch": 0.2201602673374675, "grad_norm": 34.23259735107422, "learning_rate": 1.9779854046881913e-05, "loss": 0.9462, "step": 17920 }, { "epoch": 0.223305414013717, "grad_norm": 41.13847351074219, "learning_rate": 1.977670892918571e-05, "loss": 0.9685, "step": 18176 }, { "epoch": 0.22645056068996655, "grad_norm": 29.712556838989258, "learning_rate": 1.977356381148951e-05, "loss": 0.9716, "step": 18432 }, { "epoch": 0.2295957073662161, "grad_norm": 120.3067398071289, "learning_rate": 1.977041869379331e-05, "loss": 1.0268, "step": 18688 }, { "epoch": 0.2327408540424656, "grad_norm": 15.185142517089844, "learning_rate": 1.976727357609711e-05, "loss": 0.9563, "step": 18944 }, { "epoch": 0.23588600071871516, "grad_norm": 48.46493911743164, "learning_rate": 1.9764128458400905e-05, "loss": 0.9826, "step": 19200 }, { "epoch": 0.2390311473949647, "grad_norm": 21.320100784301758, "learning_rate": 1.9760983340704705e-05, "loss": 0.9483, "step": 19456 }, { "epoch": 0.24217629407121424, "grad_norm": 39.47939682006836, "learning_rate": 1.9757838223008504e-05, "loss": 0.9643, "step": 19712 }, { "epoch": 0.24532144074746376, "grad_norm": 57.34724807739258, "learning_rate": 1.97546931053123e-05, "loss": 1.0122, "step": 19968 }, { "epoch": 0.2484665874237133, "grad_norm": 27.78389549255371, "learning_rate": 1.97515479876161e-05, "loss": 0.8975, "step": 20224 }, { "epoch": 0.25161173409996285, "grad_norm": 33.786128997802734, "learning_rate": 1.97484028699199e-05, "loss": 0.9391, "step": 20480 }, { "epoch": 0.2547568807762124, "grad_norm": 61.56987762451172, "learning_rate": 1.97452577522237e-05, "loss": 0.9268, "step": 20736 }, { "epoch": 0.2579020274524619, "grad_norm": 37.85352325439453, "learning_rate": 1.9742112634527497e-05, "loss": 1.0033, "step": 20992 }, { "epoch": 0.2610471741287114, "grad_norm": 17.906692504882812, "learning_rate": 1.9738967516831296e-05, "loss": 0.9741, "step": 21248 }, { "epoch": 0.26419232080496097, "grad_norm": 21.666580200195312, "learning_rate": 1.9735822399135093e-05, "loss": 0.9962, "step": 21504 }, { "epoch": 0.2673374674812105, "grad_norm": 13.210589408874512, "learning_rate": 1.9732677281438893e-05, "loss": 1.0377, "step": 21760 }, { "epoch": 0.27048261415746006, "grad_norm": 25.927845001220703, "learning_rate": 1.972953216374269e-05, "loss": 0.8756, "step": 22016 }, { "epoch": 0.2736277608337096, "grad_norm": 44.77389144897461, "learning_rate": 1.9726387046046492e-05, "loss": 1.0392, "step": 22272 }, { "epoch": 0.27677290750995914, "grad_norm": 55.3034553527832, "learning_rate": 1.972324192835029e-05, "loss": 0.9849, "step": 22528 }, { "epoch": 0.27991805418620863, "grad_norm": 43.52450942993164, "learning_rate": 1.972009681065409e-05, "loss": 0.9294, "step": 22784 }, { "epoch": 0.2830632008624582, "grad_norm": 8.082113265991211, "learning_rate": 1.9716951692957885e-05, "loss": 0.9179, "step": 23040 }, { "epoch": 0.2862083475387077, "grad_norm": 125.46047973632812, "learning_rate": 1.9713806575261685e-05, "loss": 0.9643, "step": 23296 }, { "epoch": 0.28935349421495726, "grad_norm": 31.45306396484375, "learning_rate": 1.9710661457565485e-05, "loss": 1.0123, "step": 23552 }, { "epoch": 0.2924986408912068, "grad_norm": 12.264525413513184, "learning_rate": 1.9707516339869284e-05, "loss": 0.9695, "step": 23808 }, { "epoch": 0.29564378756745635, "grad_norm": 129.3623504638672, "learning_rate": 1.970437122217308e-05, "loss": 0.951, "step": 24064 }, { "epoch": 0.2987889342437059, "grad_norm": 29.326669692993164, "learning_rate": 1.970122610447688e-05, "loss": 0.9386, "step": 24320 }, { "epoch": 0.3019340809199554, "grad_norm": 110.87677764892578, "learning_rate": 1.969808098678068e-05, "loss": 0.9918, "step": 24576 }, { "epoch": 0.3050792275962049, "grad_norm": 19.163772583007812, "learning_rate": 1.9694935869084477e-05, "loss": 0.8631, "step": 24832 }, { "epoch": 0.30822437427245447, "grad_norm": 50.83871841430664, "learning_rate": 1.9691790751388277e-05, "loss": 0.9029, "step": 25088 }, { "epoch": 0.311369520948704, "grad_norm": 183.310791015625, "learning_rate": 1.9688645633692073e-05, "loss": 0.9294, "step": 25344 }, { "epoch": 0.31451466762495356, "grad_norm": 59.15810012817383, "learning_rate": 1.9685500515995876e-05, "loss": 0.9236, "step": 25600 }, { "epoch": 0.3176598143012031, "grad_norm": 29.261056900024414, "learning_rate": 1.9682355398299673e-05, "loss": 0.9424, "step": 25856 }, { "epoch": 0.3208049609774526, "grad_norm": 48.07884979248047, "learning_rate": 1.9679210280603472e-05, "loss": 0.8859, "step": 26112 }, { "epoch": 0.32395010765370214, "grad_norm": 3.8921380043029785, "learning_rate": 1.967606516290727e-05, "loss": 0.9979, "step": 26368 }, { "epoch": 0.3270952543299517, "grad_norm": 8.486544609069824, "learning_rate": 1.967292004521107e-05, "loss": 0.892, "step": 26624 }, { "epoch": 0.3302404010062012, "grad_norm": 27.714935302734375, "learning_rate": 1.9669774927514865e-05, "loss": 0.963, "step": 26880 }, { "epoch": 0.33338554768245077, "grad_norm": 22.318193435668945, "learning_rate": 1.9666629809818668e-05, "loss": 0.8974, "step": 27136 }, { "epoch": 0.3365306943587003, "grad_norm": 60.13337326049805, "learning_rate": 1.9663484692122465e-05, "loss": 0.9975, "step": 27392 }, { "epoch": 0.33967584103494985, "grad_norm": 1.0397473573684692, "learning_rate": 1.9660339574426264e-05, "loss": 0.8018, "step": 27648 }, { "epoch": 0.34282098771119934, "grad_norm": 14.674808502197266, "learning_rate": 1.965719445673006e-05, "loss": 0.9126, "step": 27904 }, { "epoch": 0.3459661343874489, "grad_norm": 40.55316162109375, "learning_rate": 1.965404933903386e-05, "loss": 1.0609, "step": 28160 }, { "epoch": 0.34911128106369843, "grad_norm": 8.796433448791504, "learning_rate": 1.965090422133766e-05, "loss": 0.8669, "step": 28416 }, { "epoch": 0.352256427739948, "grad_norm": 44.125709533691406, "learning_rate": 1.9647759103641457e-05, "loss": 1.0481, "step": 28672 }, { "epoch": 0.3554015744161975, "grad_norm": 20.289310455322266, "learning_rate": 1.9644613985945257e-05, "loss": 0.8568, "step": 28928 }, { "epoch": 0.35854672109244706, "grad_norm": 27.691425323486328, "learning_rate": 1.9641468868249057e-05, "loss": 0.898, "step": 29184 }, { "epoch": 0.36169186776869655, "grad_norm": 38.798805236816406, "learning_rate": 1.9638323750552853e-05, "loss": 0.8529, "step": 29440 }, { "epoch": 0.3648370144449461, "grad_norm": 11.752766609191895, "learning_rate": 1.9635178632856653e-05, "loss": 0.9455, "step": 29696 }, { "epoch": 0.36798216112119564, "grad_norm": 49.48054885864258, "learning_rate": 1.9632033515160453e-05, "loss": 0.8921, "step": 29952 }, { "epoch": 0.3711273077974452, "grad_norm": 35.214447021484375, "learning_rate": 1.962888839746425e-05, "loss": 0.8628, "step": 30208 }, { "epoch": 0.3742724544736947, "grad_norm": 13.805008888244629, "learning_rate": 1.962574327976805e-05, "loss": 0.9266, "step": 30464 }, { "epoch": 0.37741760114994427, "grad_norm": 39.77656555175781, "learning_rate": 1.962259816207185e-05, "loss": 0.922, "step": 30720 }, { "epoch": 0.3805627478261938, "grad_norm": 22.713998794555664, "learning_rate": 1.961945304437565e-05, "loss": 0.9371, "step": 30976 }, { "epoch": 0.3837078945024433, "grad_norm": 26.341171264648438, "learning_rate": 1.9616307926679445e-05, "loss": 0.8727, "step": 31232 }, { "epoch": 0.38685304117869285, "grad_norm": 113.00861358642578, "learning_rate": 1.9613162808983245e-05, "loss": 0.9696, "step": 31488 }, { "epoch": 0.3899981878549424, "grad_norm": 47.65739822387695, "learning_rate": 1.961001769128704e-05, "loss": 0.9086, "step": 31744 }, { "epoch": 0.39314333453119193, "grad_norm": 18.171649932861328, "learning_rate": 1.960687257359084e-05, "loss": 0.9169, "step": 32000 }, { "epoch": 0.3962884812074415, "grad_norm": 13.391619682312012, "learning_rate": 1.960372745589464e-05, "loss": 0.8035, "step": 32256 }, { "epoch": 0.399433627883691, "grad_norm": 41.63272476196289, "learning_rate": 1.960058233819844e-05, "loss": 0.8812, "step": 32512 }, { "epoch": 0.4025787745599405, "grad_norm": 66.81033325195312, "learning_rate": 1.9597437220502237e-05, "loss": 1.0155, "step": 32768 }, { "epoch": 0.40572392123619005, "grad_norm": 226.61126708984375, "learning_rate": 1.9594292102806037e-05, "loss": 0.9564, "step": 33024 }, { "epoch": 0.4088690679124396, "grad_norm": 68.86620330810547, "learning_rate": 1.9591146985109833e-05, "loss": 0.9151, "step": 33280 }, { "epoch": 0.41201421458868914, "grad_norm": 13.57064151763916, "learning_rate": 1.9588001867413633e-05, "loss": 0.8516, "step": 33536 }, { "epoch": 0.4151593612649387, "grad_norm": 67.34700775146484, "learning_rate": 1.9584856749717433e-05, "loss": 0.9247, "step": 33792 }, { "epoch": 0.41830450794118823, "grad_norm": 13.842633247375488, "learning_rate": 1.9581711632021232e-05, "loss": 0.8434, "step": 34048 }, { "epoch": 0.4214496546174378, "grad_norm": 86.75408935546875, "learning_rate": 1.957856651432503e-05, "loss": 0.9044, "step": 34304 }, { "epoch": 0.42459480129368726, "grad_norm": 41.804054260253906, "learning_rate": 1.957542139662883e-05, "loss": 0.9508, "step": 34560 }, { "epoch": 0.4277399479699368, "grad_norm": 193.1125030517578, "learning_rate": 1.957227627893263e-05, "loss": 0.8917, "step": 34816 }, { "epoch": 0.43088509464618635, "grad_norm": 16.722246170043945, "learning_rate": 1.9569131161236425e-05, "loss": 0.8804, "step": 35072 }, { "epoch": 0.4340302413224359, "grad_norm": 70.33397674560547, "learning_rate": 1.9565986043540225e-05, "loss": 0.8304, "step": 35328 }, { "epoch": 0.43717538799868544, "grad_norm": 9.820713996887207, "learning_rate": 1.9562840925844025e-05, "loss": 0.9104, "step": 35584 }, { "epoch": 0.440320534674935, "grad_norm": 32.16443634033203, "learning_rate": 1.9559695808147824e-05, "loss": 0.9114, "step": 35840 }, { "epoch": 0.44346568135118447, "grad_norm": 7.383408069610596, "learning_rate": 1.955655069045162e-05, "loss": 0.9133, "step": 36096 }, { "epoch": 0.446610828027434, "grad_norm": 4.049899578094482, "learning_rate": 1.955340557275542e-05, "loss": 0.8336, "step": 36352 }, { "epoch": 0.44975597470368356, "grad_norm": 112.00721740722656, "learning_rate": 1.9550260455059217e-05, "loss": 0.9331, "step": 36608 }, { "epoch": 0.4529011213799331, "grad_norm": 20.56984519958496, "learning_rate": 1.9547115337363017e-05, "loss": 0.7464, "step": 36864 }, { "epoch": 0.45604626805618265, "grad_norm": 5.716044902801514, "learning_rate": 1.9543970219666813e-05, "loss": 0.9074, "step": 37120 }, { "epoch": 0.4591914147324322, "grad_norm": 20.574831008911133, "learning_rate": 1.9540825101970616e-05, "loss": 0.8644, "step": 37376 }, { "epoch": 0.46233656140868173, "grad_norm": 32.15157699584961, "learning_rate": 1.9537679984274413e-05, "loss": 0.8315, "step": 37632 }, { "epoch": 0.4654817080849312, "grad_norm": 23.646764755249023, "learning_rate": 1.9534534866578213e-05, "loss": 0.8159, "step": 37888 }, { "epoch": 0.46862685476118077, "grad_norm": 154.92152404785156, "learning_rate": 1.953138974888201e-05, "loss": 0.8697, "step": 38144 }, { "epoch": 0.4717720014374303, "grad_norm": 20.131654739379883, "learning_rate": 1.952824463118581e-05, "loss": 0.829, "step": 38400 }, { "epoch": 0.47491714811367985, "grad_norm": 23.77907371520996, "learning_rate": 1.952509951348961e-05, "loss": 0.8628, "step": 38656 }, { "epoch": 0.4780622947899294, "grad_norm": 6.5311689376831055, "learning_rate": 1.952195439579341e-05, "loss": 0.8496, "step": 38912 }, { "epoch": 0.48120744146617894, "grad_norm": 3.0753581523895264, "learning_rate": 1.9518809278097205e-05, "loss": 0.8172, "step": 39168 }, { "epoch": 0.4843525881424285, "grad_norm": 28.618165969848633, "learning_rate": 1.9515664160401005e-05, "loss": 0.7458, "step": 39424 }, { "epoch": 0.487497734818678, "grad_norm": 54.68094253540039, "learning_rate": 1.9512519042704804e-05, "loss": 0.8168, "step": 39680 }, { "epoch": 0.4906428814949275, "grad_norm": 0.707294225692749, "learning_rate": 1.95093739250086e-05, "loss": 0.9658, "step": 39936 }, { "epoch": 0.49378802817117706, "grad_norm": 20.761947631835938, "learning_rate": 1.95062288073124e-05, "loss": 0.7987, "step": 40192 }, { "epoch": 0.4969331748474266, "grad_norm": 34.08995056152344, "learning_rate": 1.9503083689616197e-05, "loss": 0.7903, "step": 40448 }, { "epoch": 0.5000783215236762, "grad_norm": 53.9713249206543, "learning_rate": 1.9499938571919997e-05, "loss": 0.8613, "step": 40704 }, { "epoch": 0.5032234681999257, "grad_norm": 67.15633392333984, "learning_rate": 1.9496793454223797e-05, "loss": 0.8965, "step": 40960 }, { "epoch": 0.5063686148761752, "grad_norm": 30.999074935913086, "learning_rate": 1.9493648336527597e-05, "loss": 0.9388, "step": 41216 }, { "epoch": 0.5095137615524248, "grad_norm": 163.9065704345703, "learning_rate": 1.9490503218831393e-05, "loss": 0.9452, "step": 41472 }, { "epoch": 0.5126589082286743, "grad_norm": 18.62287712097168, "learning_rate": 1.9487358101135193e-05, "loss": 0.8002, "step": 41728 }, { "epoch": 0.5158040549049238, "grad_norm": 18.4913387298584, "learning_rate": 1.948421298343899e-05, "loss": 0.8824, "step": 41984 }, { "epoch": 0.5189492015811733, "grad_norm": 43.897132873535156, "learning_rate": 1.9481067865742792e-05, "loss": 0.8757, "step": 42240 }, { "epoch": 0.5220943482574228, "grad_norm": 66.5075454711914, "learning_rate": 1.947792274804659e-05, "loss": 0.8281, "step": 42496 }, { "epoch": 0.5252394949336724, "grad_norm": 14.319323539733887, "learning_rate": 1.947477763035039e-05, "loss": 0.8343, "step": 42752 }, { "epoch": 0.5283846416099219, "grad_norm": 79.51860046386719, "learning_rate": 1.9471632512654185e-05, "loss": 0.8381, "step": 43008 }, { "epoch": 0.5315297882861715, "grad_norm": 9.574504852294922, "learning_rate": 1.9468487394957985e-05, "loss": 0.7763, "step": 43264 }, { "epoch": 0.534674934962421, "grad_norm": 42.933433532714844, "learning_rate": 1.946534227726178e-05, "loss": 0.862, "step": 43520 }, { "epoch": 0.5378200816386706, "grad_norm": 16.87189483642578, "learning_rate": 1.946219715956558e-05, "loss": 0.918, "step": 43776 }, { "epoch": 0.5409652283149201, "grad_norm": 3.747722864151001, "learning_rate": 1.945905204186938e-05, "loss": 0.8631, "step": 44032 }, { "epoch": 0.5441103749911697, "grad_norm": 93.89302825927734, "learning_rate": 1.945590692417318e-05, "loss": 0.9536, "step": 44288 }, { "epoch": 0.5472555216674192, "grad_norm": 63.170291900634766, "learning_rate": 1.9452761806476977e-05, "loss": 0.7902, "step": 44544 }, { "epoch": 0.5504006683436687, "grad_norm": 13.9670991897583, "learning_rate": 1.9449616688780777e-05, "loss": 0.9157, "step": 44800 }, { "epoch": 0.5535458150199183, "grad_norm": 34.39453125, "learning_rate": 1.9446471571084577e-05, "loss": 0.7294, "step": 45056 }, { "epoch": 0.5566909616961677, "grad_norm": 12.963068008422852, "learning_rate": 1.9443326453388373e-05, "loss": 0.8952, "step": 45312 }, { "epoch": 0.5598361083724173, "grad_norm": 0.9055582284927368, "learning_rate": 1.9440181335692173e-05, "loss": 0.8127, "step": 45568 }, { "epoch": 0.5629812550486668, "grad_norm": 22.191797256469727, "learning_rate": 1.9437036217995973e-05, "loss": 0.8524, "step": 45824 }, { "epoch": 0.5661264017249164, "grad_norm": 27.787099838256836, "learning_rate": 1.9433891100299772e-05, "loss": 0.8681, "step": 46080 }, { "epoch": 0.5692715484011659, "grad_norm": 53.42601013183594, "learning_rate": 1.943074598260357e-05, "loss": 0.8589, "step": 46336 }, { "epoch": 0.5724166950774154, "grad_norm": 24.402891159057617, "learning_rate": 1.942760086490737e-05, "loss": 0.8512, "step": 46592 }, { "epoch": 0.575561841753665, "grad_norm": 333.705322265625, "learning_rate": 1.9424455747211165e-05, "loss": 0.8897, "step": 46848 }, { "epoch": 0.5787069884299145, "grad_norm": 0.12425386160612106, "learning_rate": 1.9421310629514965e-05, "loss": 0.8273, "step": 47104 }, { "epoch": 0.5818521351061641, "grad_norm": 13.178757667541504, "learning_rate": 1.9418165511818765e-05, "loss": 0.8551, "step": 47360 }, { "epoch": 0.5849972817824136, "grad_norm": 11.645500183105469, "learning_rate": 1.9415020394122565e-05, "loss": 0.8101, "step": 47616 }, { "epoch": 0.5881424284586632, "grad_norm": 4.505655288696289, "learning_rate": 1.941187527642636e-05, "loss": 0.7911, "step": 47872 }, { "epoch": 0.5912875751349127, "grad_norm": 32.914405822753906, "learning_rate": 1.940873015873016e-05, "loss": 0.8675, "step": 48128 }, { "epoch": 0.5944327218111622, "grad_norm": 18.012737274169922, "learning_rate": 1.9405585041033957e-05, "loss": 0.8601, "step": 48384 }, { "epoch": 0.5975778684874118, "grad_norm": 54.23798751831055, "learning_rate": 1.9402439923337757e-05, "loss": 0.7622, "step": 48640 }, { "epoch": 0.6007230151636612, "grad_norm": 16.146764755249023, "learning_rate": 1.9399294805641557e-05, "loss": 0.8982, "step": 48896 }, { "epoch": 0.6038681618399108, "grad_norm": 15.344330787658691, "learning_rate": 1.9396149687945357e-05, "loss": 0.8063, "step": 49152 }, { "epoch": 0.6070133085161603, "grad_norm": 88.15870666503906, "learning_rate": 1.9393004570249153e-05, "loss": 0.8086, "step": 49408 }, { "epoch": 0.6101584551924099, "grad_norm": 21.332048416137695, "learning_rate": 1.9389859452552953e-05, "loss": 0.8059, "step": 49664 }, { "epoch": 0.6133036018686594, "grad_norm": 17.2802791595459, "learning_rate": 1.9386714334856753e-05, "loss": 0.7529, "step": 49920 }, { "epoch": 0.6164487485449089, "grad_norm": 25.067615509033203, "learning_rate": 1.938356921716055e-05, "loss": 0.8333, "step": 50176 }, { "epoch": 0.6195938952211585, "grad_norm": 3.615793228149414, "learning_rate": 1.938042409946435e-05, "loss": 0.7651, "step": 50432 }, { "epoch": 0.622739041897408, "grad_norm": 53.881553649902344, "learning_rate": 1.937727898176815e-05, "loss": 0.7941, "step": 50688 }, { "epoch": 0.6258841885736576, "grad_norm": 28.71366310119629, "learning_rate": 1.937413386407195e-05, "loss": 0.825, "step": 50944 }, { "epoch": 0.6290293352499071, "grad_norm": 78.82333374023438, "learning_rate": 1.9370988746375745e-05, "loss": 0.8965, "step": 51200 }, { "epoch": 0.6321744819261567, "grad_norm": 52.63657760620117, "learning_rate": 1.9367843628679545e-05, "loss": 0.8233, "step": 51456 }, { "epoch": 0.6353196286024062, "grad_norm": 99.93594360351562, "learning_rate": 1.936469851098334e-05, "loss": 0.819, "step": 51712 }, { "epoch": 0.6384647752786557, "grad_norm": 3.279900312423706, "learning_rate": 1.936155339328714e-05, "loss": 0.7395, "step": 51968 }, { "epoch": 0.6416099219549052, "grad_norm": 19.55312728881836, "learning_rate": 1.9358408275590937e-05, "loss": 0.769, "step": 52224 }, { "epoch": 0.6447550686311547, "grad_norm": 59.7762451171875, "learning_rate": 1.935526315789474e-05, "loss": 0.8845, "step": 52480 }, { "epoch": 0.6479002153074043, "grad_norm": 102.45934295654297, "learning_rate": 1.9352118040198537e-05, "loss": 0.7528, "step": 52736 }, { "epoch": 0.6510453619836538, "grad_norm": 3.297752857208252, "learning_rate": 1.9348972922502337e-05, "loss": 0.7772, "step": 52992 }, { "epoch": 0.6541905086599034, "grad_norm": 134.29083251953125, "learning_rate": 1.9345827804806133e-05, "loss": 0.791, "step": 53248 }, { "epoch": 0.6573356553361529, "grad_norm": 55.939613342285156, "learning_rate": 1.9342682687109933e-05, "loss": 0.7829, "step": 53504 }, { "epoch": 0.6604808020124024, "grad_norm": 72.99360656738281, "learning_rate": 1.9339537569413733e-05, "loss": 0.7694, "step": 53760 }, { "epoch": 0.663625948688652, "grad_norm": 4.768626689910889, "learning_rate": 1.9336392451717533e-05, "loss": 0.7946, "step": 54016 }, { "epoch": 0.6667710953649015, "grad_norm": 193.68756103515625, "learning_rate": 1.933324733402133e-05, "loss": 0.8732, "step": 54272 }, { "epoch": 0.6699162420411511, "grad_norm": 24.868032455444336, "learning_rate": 1.933010221632513e-05, "loss": 0.8656, "step": 54528 }, { "epoch": 0.6730613887174006, "grad_norm": 26.19922637939453, "learning_rate": 1.9326957098628925e-05, "loss": 0.8286, "step": 54784 }, { "epoch": 0.6762065353936502, "grad_norm": 48.13855743408203, "learning_rate": 1.9323811980932725e-05, "loss": 0.756, "step": 55040 }, { "epoch": 0.6793516820698997, "grad_norm": 5.374435901641846, "learning_rate": 1.9320666863236525e-05, "loss": 0.8973, "step": 55296 }, { "epoch": 0.6824968287461491, "grad_norm": 58.03184127807617, "learning_rate": 1.931752174554032e-05, "loss": 0.8593, "step": 55552 }, { "epoch": 0.6856419754223987, "grad_norm": 71.15189361572266, "learning_rate": 1.931437662784412e-05, "loss": 0.7778, "step": 55808 }, { "epoch": 0.6887871220986482, "grad_norm": 45.8195915222168, "learning_rate": 1.931123151014792e-05, "loss": 0.7534, "step": 56064 }, { "epoch": 0.6919322687748978, "grad_norm": 46.83425521850586, "learning_rate": 1.930808639245172e-05, "loss": 0.885, "step": 56320 }, { "epoch": 0.6950774154511473, "grad_norm": 13.252790451049805, "learning_rate": 1.9304941274755517e-05, "loss": 0.8796, "step": 56576 }, { "epoch": 0.6982225621273969, "grad_norm": 22.359500885009766, "learning_rate": 1.9301796157059317e-05, "loss": 0.8106, "step": 56832 }, { "epoch": 0.7013677088036464, "grad_norm": 0.6404379606246948, "learning_rate": 1.9298651039363113e-05, "loss": 0.8378, "step": 57088 }, { "epoch": 0.704512855479896, "grad_norm": 81.59492492675781, "learning_rate": 1.9295505921666916e-05, "loss": 0.8661, "step": 57344 }, { "epoch": 0.7076580021561455, "grad_norm": 32.51679611206055, "learning_rate": 1.9292360803970713e-05, "loss": 0.767, "step": 57600 }, { "epoch": 0.710803148832395, "grad_norm": 63.804832458496094, "learning_rate": 1.9289215686274513e-05, "loss": 0.8529, "step": 57856 }, { "epoch": 0.7139482955086446, "grad_norm": 7.646823883056641, "learning_rate": 1.928607056857831e-05, "loss": 0.7485, "step": 58112 }, { "epoch": 0.7170934421848941, "grad_norm": 29.29694175720215, "learning_rate": 1.928292545088211e-05, "loss": 0.8579, "step": 58368 }, { "epoch": 0.7202385888611437, "grad_norm": 71.68040466308594, "learning_rate": 1.9279780333185905e-05, "loss": 0.7033, "step": 58624 }, { "epoch": 0.7233837355373931, "grad_norm": 41.10449981689453, "learning_rate": 1.9276635215489705e-05, "loss": 0.7697, "step": 58880 }, { "epoch": 0.7265288822136426, "grad_norm": 23.591733932495117, "learning_rate": 1.9273490097793505e-05, "loss": 0.8284, "step": 59136 }, { "epoch": 0.7296740288898922, "grad_norm": 53.10613250732422, "learning_rate": 1.9270344980097305e-05, "loss": 0.8086, "step": 59392 }, { "epoch": 0.7328191755661417, "grad_norm": 176.76144409179688, "learning_rate": 1.92671998624011e-05, "loss": 0.8696, "step": 59648 }, { "epoch": 0.7359643222423913, "grad_norm": 3.367558240890503, "learning_rate": 1.92640547447049e-05, "loss": 0.7546, "step": 59904 }, { "epoch": 0.7391094689186408, "grad_norm": 34.550048828125, "learning_rate": 1.92609096270087e-05, "loss": 0.7839, "step": 60160 }, { "epoch": 0.7422546155948904, "grad_norm": 26.86639976501465, "learning_rate": 1.9257764509312497e-05, "loss": 0.7813, "step": 60416 }, { "epoch": 0.7453997622711399, "grad_norm": 16.04269027709961, "learning_rate": 1.9254619391616297e-05, "loss": 0.6915, "step": 60672 }, { "epoch": 0.7485449089473895, "grad_norm": 117.5857162475586, "learning_rate": 1.9251474273920097e-05, "loss": 0.7728, "step": 60928 }, { "epoch": 0.751690055623639, "grad_norm": 134.42347717285156, "learning_rate": 1.9248329156223897e-05, "loss": 0.813, "step": 61184 }, { "epoch": 0.7548352022998885, "grad_norm": 23.08798599243164, "learning_rate": 1.9245184038527693e-05, "loss": 0.7486, "step": 61440 }, { "epoch": 0.7579803489761381, "grad_norm": 49.708580017089844, "learning_rate": 1.9242038920831493e-05, "loss": 0.8235, "step": 61696 }, { "epoch": 0.7611254956523876, "grad_norm": 4.749605178833008, "learning_rate": 1.923889380313529e-05, "loss": 0.6925, "step": 61952 }, { "epoch": 0.7642706423286371, "grad_norm": 10.9595308303833, "learning_rate": 1.923574868543909e-05, "loss": 0.784, "step": 62208 }, { "epoch": 0.7674157890048866, "grad_norm": 14.288825988769531, "learning_rate": 1.923260356774289e-05, "loss": 0.8013, "step": 62464 }, { "epoch": 0.7705609356811361, "grad_norm": 5.931759834289551, "learning_rate": 1.922945845004669e-05, "loss": 0.6971, "step": 62720 }, { "epoch": 0.7737060823573857, "grad_norm": 100.32432556152344, "learning_rate": 1.9226313332350485e-05, "loss": 0.818, "step": 62976 }, { "epoch": 0.7768512290336352, "grad_norm": 19.227022171020508, "learning_rate": 1.9223168214654285e-05, "loss": 0.8415, "step": 63232 }, { "epoch": 0.7799963757098848, "grad_norm": 26.44587516784668, "learning_rate": 1.922002309695808e-05, "loss": 0.7941, "step": 63488 }, { "epoch": 0.7831415223861343, "grad_norm": 9.189475059509277, "learning_rate": 1.921687797926188e-05, "loss": 0.7718, "step": 63744 }, { "epoch": 0.7862866690623839, "grad_norm": 73.33125305175781, "learning_rate": 1.921373286156568e-05, "loss": 0.7941, "step": 64000 }, { "epoch": 0.7894318157386334, "grad_norm": 58.459716796875, "learning_rate": 1.921058774386948e-05, "loss": 0.821, "step": 64256 }, { "epoch": 0.792576962414883, "grad_norm": 30.97920036315918, "learning_rate": 1.9207442626173277e-05, "loss": 0.809, "step": 64512 }, { "epoch": 0.7957221090911325, "grad_norm": 23.164379119873047, "learning_rate": 1.9204297508477077e-05, "loss": 0.8261, "step": 64768 }, { "epoch": 0.798867255767382, "grad_norm": 37.475868225097656, "learning_rate": 1.9201152390780877e-05, "loss": 0.7909, "step": 65024 }, { "epoch": 0.8020124024436316, "grad_norm": 28.892026901245117, "learning_rate": 1.9198007273084673e-05, "loss": 0.7205, "step": 65280 }, { "epoch": 0.805157549119881, "grad_norm": 16.609214782714844, "learning_rate": 1.9194862155388473e-05, "loss": 0.7656, "step": 65536 }, { "epoch": 0.8083026957961306, "grad_norm": 187.5780487060547, "learning_rate": 1.9191717037692273e-05, "loss": 0.7644, "step": 65792 }, { "epoch": 0.8114478424723801, "grad_norm": 18.108989715576172, "learning_rate": 1.918857191999607e-05, "loss": 0.8136, "step": 66048 }, { "epoch": 0.8145929891486297, "grad_norm": 13.039497375488281, "learning_rate": 1.918542680229987e-05, "loss": 0.7235, "step": 66304 }, { "epoch": 0.8177381358248792, "grad_norm": 45.3570442199707, "learning_rate": 1.918228168460367e-05, "loss": 0.7406, "step": 66560 }, { "epoch": 0.8208832825011287, "grad_norm": 65.3688735961914, "learning_rate": 1.9179136566907465e-05, "loss": 0.7235, "step": 66816 }, { "epoch": 0.8240284291773783, "grad_norm": 82.2174072265625, "learning_rate": 1.9175991449211265e-05, "loss": 0.8021, "step": 67072 }, { "epoch": 0.8271735758536278, "grad_norm": 22.062021255493164, "learning_rate": 1.9172846331515065e-05, "loss": 0.7667, "step": 67328 }, { "epoch": 0.8303187225298774, "grad_norm": 46.196449279785156, "learning_rate": 1.9169701213818865e-05, "loss": 0.6311, "step": 67584 }, { "epoch": 0.8334638692061269, "grad_norm": 131.33926391601562, "learning_rate": 1.916655609612266e-05, "loss": 0.7878, "step": 67840 }, { "epoch": 0.8366090158823765, "grad_norm": 26.568405151367188, "learning_rate": 1.916341097842646e-05, "loss": 0.7124, "step": 68096 }, { "epoch": 0.839754162558626, "grad_norm": 38.21324157714844, "learning_rate": 1.9160265860730257e-05, "loss": 0.7942, "step": 68352 }, { "epoch": 0.8428993092348755, "grad_norm": 110.54210662841797, "learning_rate": 1.9157120743034057e-05, "loss": 0.6726, "step": 68608 }, { "epoch": 0.846044455911125, "grad_norm": 9.213847160339355, "learning_rate": 1.9153975625337853e-05, "loss": 0.7945, "step": 68864 }, { "epoch": 0.8491896025873745, "grad_norm": 34.082672119140625, "learning_rate": 1.9150830507641657e-05, "loss": 0.7422, "step": 69120 }, { "epoch": 0.8523347492636241, "grad_norm": 24.506345748901367, "learning_rate": 1.9147685389945453e-05, "loss": 0.6753, "step": 69376 }, { "epoch": 0.8554798959398736, "grad_norm": 52.037025451660156, "learning_rate": 1.9144540272249253e-05, "loss": 0.8188, "step": 69632 }, { "epoch": 0.8586250426161232, "grad_norm": 58.71159744262695, "learning_rate": 1.914139515455305e-05, "loss": 0.8136, "step": 69888 }, { "epoch": 0.8617701892923727, "grad_norm": 0.6908836960792542, "learning_rate": 1.913825003685685e-05, "loss": 0.7699, "step": 70144 }, { "epoch": 0.8649153359686222, "grad_norm": 3.233536958694458, "learning_rate": 1.913510491916065e-05, "loss": 0.7431, "step": 70400 }, { "epoch": 0.8680604826448718, "grad_norm": 59.205318450927734, "learning_rate": 1.913195980146445e-05, "loss": 0.8062, "step": 70656 }, { "epoch": 0.8712056293211213, "grad_norm": 23.355751037597656, "learning_rate": 1.9128814683768245e-05, "loss": 0.8281, "step": 70912 }, { "epoch": 0.8743507759973709, "grad_norm": 21.780908584594727, "learning_rate": 1.9125669566072045e-05, "loss": 0.7592, "step": 71168 }, { "epoch": 0.8774959226736204, "grad_norm": 47.90260696411133, "learning_rate": 1.9122524448375845e-05, "loss": 0.8206, "step": 71424 }, { "epoch": 0.88064106934987, "grad_norm": 6.456783294677734, "learning_rate": 1.911937933067964e-05, "loss": 0.6849, "step": 71680 }, { "epoch": 0.8837862160261195, "grad_norm": 11.97036361694336, "learning_rate": 1.911623421298344e-05, "loss": 0.7053, "step": 71936 }, { "epoch": 0.8869313627023689, "grad_norm": 33.91883850097656, "learning_rate": 1.9113089095287237e-05, "loss": 0.7544, "step": 72192 }, { "epoch": 0.8900765093786185, "grad_norm": 0.4971713125705719, "learning_rate": 1.910994397759104e-05, "loss": 0.7572, "step": 72448 }, { "epoch": 0.893221656054868, "grad_norm": 47.002567291259766, "learning_rate": 1.9106798859894837e-05, "loss": 0.7579, "step": 72704 }, { "epoch": 0.8963668027311176, "grad_norm": 63.87229537963867, "learning_rate": 1.9103653742198637e-05, "loss": 0.7395, "step": 72960 }, { "epoch": 0.8995119494073671, "grad_norm": 47.33967590332031, "learning_rate": 1.9100508624502433e-05, "loss": 0.7718, "step": 73216 }, { "epoch": 0.9026570960836167, "grad_norm": 7.953878879547119, "learning_rate": 1.9097363506806233e-05, "loss": 0.7522, "step": 73472 }, { "epoch": 0.9058022427598662, "grad_norm": 64.82489013671875, "learning_rate": 1.909421838911003e-05, "loss": 0.7384, "step": 73728 }, { "epoch": 0.9089473894361157, "grad_norm": 35.73405075073242, "learning_rate": 1.909107327141383e-05, "loss": 0.8237, "step": 73984 }, { "epoch": 0.9120925361123653, "grad_norm": 148.7559814453125, "learning_rate": 1.908792815371763e-05, "loss": 0.7687, "step": 74240 }, { "epoch": 0.9152376827886148, "grad_norm": 7.517806053161621, "learning_rate": 1.908478303602143e-05, "loss": 0.7234, "step": 74496 }, { "epoch": 0.9183828294648644, "grad_norm": 2.0128366947174072, "learning_rate": 1.9081637918325225e-05, "loss": 0.7649, "step": 74752 }, { "epoch": 0.9215279761411139, "grad_norm": 37.99541091918945, "learning_rate": 1.9078492800629025e-05, "loss": 0.7592, "step": 75008 }, { "epoch": 0.9246731228173635, "grad_norm": 1.396522045135498, "learning_rate": 1.9075347682932825e-05, "loss": 0.7497, "step": 75264 }, { "epoch": 0.9278182694936129, "grad_norm": 157.14682006835938, "learning_rate": 1.907220256523662e-05, "loss": 0.7398, "step": 75520 }, { "epoch": 0.9309634161698624, "grad_norm": 2.272528886795044, "learning_rate": 1.906905744754042e-05, "loss": 0.7649, "step": 75776 }, { "epoch": 0.934108562846112, "grad_norm": 15.956674575805664, "learning_rate": 1.906591232984422e-05, "loss": 0.8545, "step": 76032 }, { "epoch": 0.9372537095223615, "grad_norm": 51.1855354309082, "learning_rate": 1.906276721214802e-05, "loss": 0.8055, "step": 76288 }, { "epoch": 0.9403988561986111, "grad_norm": 81.28685760498047, "learning_rate": 1.9059622094451817e-05, "loss": 0.6968, "step": 76544 }, { "epoch": 0.9435440028748606, "grad_norm": 11.084750175476074, "learning_rate": 1.9056476976755617e-05, "loss": 0.7754, "step": 76800 }, { "epoch": 0.9466891495511102, "grad_norm": 26.921661376953125, "learning_rate": 1.9053331859059413e-05, "loss": 0.7317, "step": 77056 }, { "epoch": 0.9498342962273597, "grad_norm": 102.69436645507812, "learning_rate": 1.9050186741363213e-05, "loss": 0.7334, "step": 77312 }, { "epoch": 0.9529794429036093, "grad_norm": 132.38275146484375, "learning_rate": 1.9047041623667013e-05, "loss": 0.7844, "step": 77568 }, { "epoch": 0.9561245895798588, "grad_norm": 34.51591491699219, "learning_rate": 1.9043896505970813e-05, "loss": 0.7996, "step": 77824 }, { "epoch": 0.9592697362561083, "grad_norm": 27.336862564086914, "learning_rate": 1.904075138827461e-05, "loss": 0.7902, "step": 78080 }, { "epoch": 0.9624148829323579, "grad_norm": 1225.2789306640625, "learning_rate": 1.903760627057841e-05, "loss": 0.7081, "step": 78336 }, { "epoch": 0.9655600296086074, "grad_norm": 9.193857192993164, "learning_rate": 1.9034461152882205e-05, "loss": 0.7795, "step": 78592 }, { "epoch": 0.968705176284857, "grad_norm": 39.14468002319336, "learning_rate": 1.9031316035186005e-05, "loss": 0.7788, "step": 78848 }, { "epoch": 0.9718503229611064, "grad_norm": 7.461280345916748, "learning_rate": 1.9028170917489805e-05, "loss": 0.7368, "step": 79104 }, { "epoch": 0.974995469637356, "grad_norm": 114.1192855834961, "learning_rate": 1.9025025799793605e-05, "loss": 0.7676, "step": 79360 }, { "epoch": 0.9781406163136055, "grad_norm": 65.84223175048828, "learning_rate": 1.90218806820974e-05, "loss": 0.8094, "step": 79616 }, { "epoch": 0.981285762989855, "grad_norm": 38.33774185180664, "learning_rate": 1.90187355644012e-05, "loss": 0.837, "step": 79872 }, { "epoch": 0.9844309096661046, "grad_norm": 33.37348175048828, "learning_rate": 1.9015590446704997e-05, "loss": 0.7374, "step": 80128 }, { "epoch": 0.9875760563423541, "grad_norm": 2.5657684803009033, "learning_rate": 1.9012445329008797e-05, "loss": 0.8291, "step": 80384 }, { "epoch": 0.9907212030186037, "grad_norm": 102.24066162109375, "learning_rate": 1.9009300211312597e-05, "loss": 0.7558, "step": 80640 }, { "epoch": 0.9938663496948532, "grad_norm": 216.89869689941406, "learning_rate": 1.9006155093616397e-05, "loss": 0.7639, "step": 80896 }, { "epoch": 0.9970114963711028, "grad_norm": 38.7929573059082, "learning_rate": 1.9003009975920193e-05, "loss": 0.7199, "step": 81152 }, { "epoch": 1.0, "eval_AGE": { "f1": 0.9437821446621281, "number": 32192, "precision": 0.9049085000855139, "recall": 0.9861456262425448 }, "eval_BUILDINGNUM": { "f1": 0.963967009194159, "number": 28889, "precision": 0.9418408798176955, "recall": 0.9871577417009935 }, "eval_CITY": { "f1": 0.955791177275594, "number": 41669, "precision": 0.947951090548579, "recall": 0.9637620293263577 }, "eval_DATE": { "f1": 0.9961829472087417, "number": 80940, "precision": 0.9944230366749972, "recall": 0.9979490980973561 }, "eval_EMAIL": { "f1": 0.991642915801169, "number": 51445, "precision": 0.9857856319631195, "recall": 0.9975702206239674 }, "eval_GENDER": { "f1": 0.9674583769938293, "number": 17457, "precision": 0.9834309722468785, "recall": 0.9519963338488858 }, "eval_GIVENNAME": { "f1": 0.8971823561001325, "number": 100350, "precision": 0.88725504526364, "recall": 0.9073343298455406 }, "eval_IDCARDNUM": { "f1": 0.8694996228312799, "number": 22068, "precision": 0.8086997193638915, "recall": 0.9401848830886351 }, "eval_PASSPORTNUM": { "f1": 0.8923008290271014, "number": 12959, "precision": 0.8609038737446199, "recall": 0.9260745427887954 }, "eval_SEX": { "f1": 0.9593965975544924, "number": 14570, "precision": 0.9298595903645498, "recall": 0.9908716540837337 }, "eval_SOCIALNUM": { "f1": 0.8789161211752169, "number": 15327, "precision": 0.823952505993835, "recall": 0.9417368043322242 }, "eval_STREET": { "f1": 0.9657137687714855, "number": 32803, "precision": 0.955371259807285, "recall": 0.9762826570740482 }, "eval_SURNAME": { "f1": 0.8859171361736307, "number": 85192, "precision": 0.8849573070030571, "recall": 0.8868790496760259 }, "eval_TELEPHONENUM": { "f1": 0.987563694053429, "number": 36941, "precision": 0.9810086008867995, "recall": 0.9942069786957581 }, "eval_ZIPCODE": { "f1": 0.9619003298059607, "number": 24346, "precision": 0.9478805279738406, "recall": 0.9763410827240614 }, "eval_overall_accuracy": 0.9890704747822591, "eval_overall_f1": 0.9406098538209325, "eval_overall_precision": 0.9272663667352766, "eval_overall_recall": 0.9543429769504378, "eval_runtime": 3737.1616, "eval_samples_per_second": 87.12, "eval_steps_per_second": 43.56, "step": 81396 }, { "epoch": 1.0001474287504493, "grad_norm": 7.581768035888672, "learning_rate": 1.8999864858223993e-05, "loss": 0.7444, "step": 81408 }, { "epoch": 1.0032925754266988, "grad_norm": 7.458587646484375, "learning_rate": 1.8996719740527793e-05, "loss": 0.6508, "step": 81664 }, { "epoch": 1.0064377221029484, "grad_norm": 3.7170307636260986, "learning_rate": 1.899357462283159e-05, "loss": 0.6622, "step": 81920 }, { "epoch": 1.009582868779198, "grad_norm": 2.339949607849121, "learning_rate": 1.899042950513539e-05, "loss": 0.6732, "step": 82176 }, { "epoch": 1.0127280154554474, "grad_norm": 3.0435664653778076, "learning_rate": 1.898728438743919e-05, "loss": 0.6653, "step": 82432 }, { "epoch": 1.015873162131697, "grad_norm": 258.94476318359375, "learning_rate": 1.898413926974299e-05, "loss": 0.6856, "step": 82688 }, { "epoch": 1.0190183088079463, "grad_norm": 230.9947052001953, "learning_rate": 1.8980994152046785e-05, "loss": 0.6303, "step": 82944 }, { "epoch": 1.0221634554841958, "grad_norm": 37.18260192871094, "learning_rate": 1.8977849034350585e-05, "loss": 0.6865, "step": 83200 }, { "epoch": 1.0253086021604454, "grad_norm": 72.14546966552734, "learning_rate": 1.897470391665438e-05, "loss": 0.6349, "step": 83456 }, { "epoch": 1.028453748836695, "grad_norm": 30.97728157043457, "learning_rate": 1.897155879895818e-05, "loss": 0.7054, "step": 83712 }, { "epoch": 1.0315988955129445, "grad_norm": 20.211627960205078, "learning_rate": 1.8968413681261977e-05, "loss": 0.611, "step": 83968 }, { "epoch": 1.034744042189194, "grad_norm": 40.315162658691406, "learning_rate": 1.896526856356578e-05, "loss": 0.6506, "step": 84224 }, { "epoch": 1.0378891888654436, "grad_norm": 30.39170265197754, "learning_rate": 1.8962123445869577e-05, "loss": 0.6228, "step": 84480 }, { "epoch": 1.0410343355416931, "grad_norm": 39.049537658691406, "learning_rate": 1.8958978328173377e-05, "loss": 0.7732, "step": 84736 }, { "epoch": 1.0441794822179427, "grad_norm": 5.290384769439697, "learning_rate": 1.8955833210477173e-05, "loss": 0.7261, "step": 84992 }, { "epoch": 1.0473246288941922, "grad_norm": 9.724326133728027, "learning_rate": 1.8952688092780973e-05, "loss": 0.6605, "step": 85248 }, { "epoch": 1.0504697755704417, "grad_norm": 4.473785877227783, "learning_rate": 1.8949542975084773e-05, "loss": 0.6962, "step": 85504 }, { "epoch": 1.0536149222466913, "grad_norm": 33.375221252441406, "learning_rate": 1.8946397857388573e-05, "loss": 0.6472, "step": 85760 }, { "epoch": 1.0567600689229408, "grad_norm": 16.993270874023438, "learning_rate": 1.894325273969237e-05, "loss": 0.6813, "step": 86016 }, { "epoch": 1.0599052155991904, "grad_norm": 53.01995086669922, "learning_rate": 1.894010762199617e-05, "loss": 0.7192, "step": 86272 }, { "epoch": 1.06305036227544, "grad_norm": 51.68879699707031, "learning_rate": 1.893696250429997e-05, "loss": 0.7051, "step": 86528 }, { "epoch": 1.0661955089516895, "grad_norm": 93.0103530883789, "learning_rate": 1.8933817386603765e-05, "loss": 0.6045, "step": 86784 }, { "epoch": 1.069340655627939, "grad_norm": 5.482593059539795, "learning_rate": 1.8930672268907565e-05, "loss": 0.6694, "step": 87040 }, { "epoch": 1.0724858023041886, "grad_norm": 26.17112922668457, "learning_rate": 1.892752715121136e-05, "loss": 0.6775, "step": 87296 }, { "epoch": 1.075630948980438, "grad_norm": 89.9710922241211, "learning_rate": 1.8924382033515165e-05, "loss": 0.6526, "step": 87552 }, { "epoch": 1.0787760956566876, "grad_norm": 12.555326461791992, "learning_rate": 1.892123691581896e-05, "loss": 0.6894, "step": 87808 }, { "epoch": 1.0819212423329372, "grad_norm": 35.603553771972656, "learning_rate": 1.891809179812276e-05, "loss": 0.6822, "step": 88064 }, { "epoch": 1.0850663890091867, "grad_norm": 51.86898422241211, "learning_rate": 1.8914946680426557e-05, "loss": 0.707, "step": 88320 }, { "epoch": 1.0882115356854363, "grad_norm": 21.16473388671875, "learning_rate": 1.8911801562730357e-05, "loss": 0.6882, "step": 88576 }, { "epoch": 1.0913566823616858, "grad_norm": 0.03948088735342026, "learning_rate": 1.8908656445034153e-05, "loss": 0.6757, "step": 88832 }, { "epoch": 1.0945018290379354, "grad_norm": 2.8939571380615234, "learning_rate": 1.8905511327337957e-05, "loss": 0.609, "step": 89088 }, { "epoch": 1.0976469757141847, "grad_norm": 154.57899475097656, "learning_rate": 1.8902366209641753e-05, "loss": 0.636, "step": 89344 }, { "epoch": 1.1007921223904344, "grad_norm": 28.568700790405273, "learning_rate": 1.8899221091945553e-05, "loss": 0.6269, "step": 89600 }, { "epoch": 1.1039372690666838, "grad_norm": 10.655451774597168, "learning_rate": 1.889607597424935e-05, "loss": 0.6368, "step": 89856 }, { "epoch": 1.1070824157429333, "grad_norm": 1.2805752754211426, "learning_rate": 1.889293085655315e-05, "loss": 0.6713, "step": 90112 }, { "epoch": 1.1102275624191829, "grad_norm": 1.600464940071106, "learning_rate": 1.888978573885695e-05, "loss": 0.6657, "step": 90368 }, { "epoch": 1.1133727090954324, "grad_norm": 10.881330490112305, "learning_rate": 1.8886640621160745e-05, "loss": 0.7479, "step": 90624 }, { "epoch": 1.116517855771682, "grad_norm": 35.77056884765625, "learning_rate": 1.8883495503464545e-05, "loss": 0.6778, "step": 90880 }, { "epoch": 1.1196630024479315, "grad_norm": 70.57062530517578, "learning_rate": 1.8880350385768345e-05, "loss": 0.7036, "step": 91136 }, { "epoch": 1.122808149124181, "grad_norm": 8.889589309692383, "learning_rate": 1.887720526807214e-05, "loss": 0.7747, "step": 91392 }, { "epoch": 1.1259532958004306, "grad_norm": 33.128475189208984, "learning_rate": 1.887406015037594e-05, "loss": 0.6402, "step": 91648 }, { "epoch": 1.1290984424766801, "grad_norm": 2.7361397743225098, "learning_rate": 1.887091503267974e-05, "loss": 0.7461, "step": 91904 }, { "epoch": 1.1322435891529297, "grad_norm": 1.889805793762207, "learning_rate": 1.8867769914983537e-05, "loss": 0.696, "step": 92160 }, { "epoch": 1.1353887358291792, "grad_norm": 53.63256072998047, "learning_rate": 1.8864624797287337e-05, "loss": 0.7495, "step": 92416 }, { "epoch": 1.1385338825054288, "grad_norm": 37.536956787109375, "learning_rate": 1.8861479679591137e-05, "loss": 0.6901, "step": 92672 }, { "epoch": 1.1416790291816783, "grad_norm": 28.29387664794922, "learning_rate": 1.8858334561894937e-05, "loss": 0.7264, "step": 92928 }, { "epoch": 1.1448241758579278, "grad_norm": 309.3240966796875, "learning_rate": 1.8855189444198733e-05, "loss": 0.6539, "step": 93184 }, { "epoch": 1.1479693225341774, "grad_norm": 43.505828857421875, "learning_rate": 1.8852044326502533e-05, "loss": 0.6069, "step": 93440 }, { "epoch": 1.151114469210427, "grad_norm": 9.774971961975098, "learning_rate": 1.884889920880633e-05, "loss": 0.6669, "step": 93696 }, { "epoch": 1.1542596158866765, "grad_norm": 45.66516876220703, "learning_rate": 1.884575409111013e-05, "loss": 0.7843, "step": 93952 }, { "epoch": 1.157404762562926, "grad_norm": 15.896878242492676, "learning_rate": 1.884260897341393e-05, "loss": 0.7548, "step": 94208 }, { "epoch": 1.1605499092391756, "grad_norm": 11.016946792602539, "learning_rate": 1.883946385571773e-05, "loss": 0.7924, "step": 94464 }, { "epoch": 1.163695055915425, "grad_norm": 13.065671920776367, "learning_rate": 1.8836318738021525e-05, "loss": 0.7096, "step": 94720 }, { "epoch": 1.1668402025916746, "grad_norm": 15.612651824951172, "learning_rate": 1.8833173620325325e-05, "loss": 0.6359, "step": 94976 }, { "epoch": 1.1699853492679242, "grad_norm": 7.437082767486572, "learning_rate": 1.883002850262912e-05, "loss": 0.6947, "step": 95232 }, { "epoch": 1.1731304959441737, "grad_norm": 90.36182403564453, "learning_rate": 1.882688338493292e-05, "loss": 0.6921, "step": 95488 }, { "epoch": 1.1762756426204233, "grad_norm": 33.56642532348633, "learning_rate": 1.882373826723672e-05, "loss": 0.7084, "step": 95744 }, { "epoch": 1.1794207892966728, "grad_norm": 56.74701690673828, "learning_rate": 1.882059314954052e-05, "loss": 0.6604, "step": 96000 }, { "epoch": 1.1825659359729221, "grad_norm": 250.30209350585938, "learning_rate": 1.8817448031844317e-05, "loss": 0.6781, "step": 96256 }, { "epoch": 1.185711082649172, "grad_norm": 114.74589538574219, "learning_rate": 1.8814302914148117e-05, "loss": 0.7663, "step": 96512 }, { "epoch": 1.1888562293254212, "grad_norm": 1.8678464889526367, "learning_rate": 1.8811157796451917e-05, "loss": 0.7333, "step": 96768 }, { "epoch": 1.1920013760016708, "grad_norm": 8.966241836547852, "learning_rate": 1.8808012678755713e-05, "loss": 0.6599, "step": 97024 }, { "epoch": 1.1951465226779203, "grad_norm": 2.2832465171813965, "learning_rate": 1.8804867561059513e-05, "loss": 0.6934, "step": 97280 }, { "epoch": 1.1982916693541699, "grad_norm": 32.91651916503906, "learning_rate": 1.8801722443363313e-05, "loss": 0.7224, "step": 97536 }, { "epoch": 1.2014368160304194, "grad_norm": 20.580381393432617, "learning_rate": 1.8798577325667113e-05, "loss": 0.5637, "step": 97792 }, { "epoch": 1.204581962706669, "grad_norm": 47.52641677856445, "learning_rate": 1.879543220797091e-05, "loss": 0.6585, "step": 98048 }, { "epoch": 1.2077271093829185, "grad_norm": 25.38374137878418, "learning_rate": 1.879228709027471e-05, "loss": 0.6784, "step": 98304 }, { "epoch": 1.210872256059168, "grad_norm": 5.62556266784668, "learning_rate": 1.8789141972578505e-05, "loss": 0.6429, "step": 98560 }, { "epoch": 1.2140174027354176, "grad_norm": 5.391506195068359, "learning_rate": 1.8785996854882305e-05, "loss": 0.6694, "step": 98816 }, { "epoch": 1.2171625494116671, "grad_norm": 144.59048461914062, "learning_rate": 1.87828517371861e-05, "loss": 0.7135, "step": 99072 }, { "epoch": 1.2203076960879167, "grad_norm": 40.11859893798828, "learning_rate": 1.8779706619489905e-05, "loss": 0.7178, "step": 99328 }, { "epoch": 1.2234528427641662, "grad_norm": 91.49730682373047, "learning_rate": 1.87765615017937e-05, "loss": 0.7157, "step": 99584 }, { "epoch": 1.2265979894404158, "grad_norm": 7.342621803283691, "learning_rate": 1.87734163840975e-05, "loss": 0.6621, "step": 99840 }, { "epoch": 1.2297431361166653, "grad_norm": 92.18336486816406, "learning_rate": 1.8770271266401297e-05, "loss": 0.7087, "step": 100096 }, { "epoch": 1.2328882827929148, "grad_norm": 3.051367998123169, "learning_rate": 1.8767126148705097e-05, "loss": 0.6668, "step": 100352 }, { "epoch": 1.2360334294691644, "grad_norm": 100.19963836669922, "learning_rate": 1.8763981031008897e-05, "loss": 0.7089, "step": 100608 }, { "epoch": 1.239178576145414, "grad_norm": 4.8911004066467285, "learning_rate": 1.8760835913312697e-05, "loss": 0.6629, "step": 100864 }, { "epoch": 1.2423237228216635, "grad_norm": 6.665771484375, "learning_rate": 1.8757690795616493e-05, "loss": 0.6745, "step": 101120 }, { "epoch": 1.245468869497913, "grad_norm": 39.56829833984375, "learning_rate": 1.8754545677920293e-05, "loss": 0.7356, "step": 101376 }, { "epoch": 1.2486140161741626, "grad_norm": 47.70098876953125, "learning_rate": 1.8751400560224093e-05, "loss": 0.6372, "step": 101632 }, { "epoch": 1.251759162850412, "grad_norm": 73.65769958496094, "learning_rate": 1.874825544252789e-05, "loss": 0.6342, "step": 101888 }, { "epoch": 1.2549043095266614, "grad_norm": 3.158067464828491, "learning_rate": 1.874511032483169e-05, "loss": 0.7064, "step": 102144 }, { "epoch": 1.2580494562029112, "grad_norm": 31.931184768676758, "learning_rate": 1.8741965207135485e-05, "loss": 0.6746, "step": 102400 }, { "epoch": 1.2611946028791605, "grad_norm": 32.271175384521484, "learning_rate": 1.8738820089439285e-05, "loss": 0.6787, "step": 102656 }, { "epoch": 1.2643397495554103, "grad_norm": 41.590904235839844, "learning_rate": 1.8735674971743085e-05, "loss": 0.7497, "step": 102912 }, { "epoch": 1.2674848962316596, "grad_norm": 0.5061074495315552, "learning_rate": 1.8732529854046885e-05, "loss": 0.7065, "step": 103168 }, { "epoch": 1.2706300429079094, "grad_norm": 92.25340270996094, "learning_rate": 1.872938473635068e-05, "loss": 0.7947, "step": 103424 }, { "epoch": 1.2737751895841587, "grad_norm": 200.1078643798828, "learning_rate": 1.872623961865448e-05, "loss": 0.6761, "step": 103680 }, { "epoch": 1.2769203362604082, "grad_norm": 89.14942932128906, "learning_rate": 1.8723094500958277e-05, "loss": 0.7217, "step": 103936 }, { "epoch": 1.2800654829366578, "grad_norm": 0.5090438723564148, "learning_rate": 1.871994938326208e-05, "loss": 0.7293, "step": 104192 }, { "epoch": 1.2832106296129073, "grad_norm": 22.078466415405273, "learning_rate": 1.8716804265565877e-05, "loss": 0.7393, "step": 104448 }, { "epoch": 1.2863557762891569, "grad_norm": 28.95656394958496, "learning_rate": 1.8713659147869677e-05, "loss": 0.6442, "step": 104704 }, { "epoch": 1.2895009229654064, "grad_norm": 0.56177818775177, "learning_rate": 1.8710514030173473e-05, "loss": 0.6104, "step": 104960 }, { "epoch": 1.292646069641656, "grad_norm": 57.65572738647461, "learning_rate": 1.8707368912477273e-05, "loss": 0.5997, "step": 105216 }, { "epoch": 1.2957912163179055, "grad_norm": 28.302349090576172, "learning_rate": 1.870422379478107e-05, "loss": 0.6666, "step": 105472 }, { "epoch": 1.298936362994155, "grad_norm": 10.606588363647461, "learning_rate": 1.870107867708487e-05, "loss": 0.6234, "step": 105728 }, { "epoch": 1.3020815096704046, "grad_norm": 31.015872955322266, "learning_rate": 1.869793355938867e-05, "loss": 0.6927, "step": 105984 }, { "epoch": 1.3052266563466541, "grad_norm": 53.584529876708984, "learning_rate": 1.869478844169247e-05, "loss": 0.5895, "step": 106240 }, { "epoch": 1.3083718030229037, "grad_norm": 97.59036254882812, "learning_rate": 1.8691643323996265e-05, "loss": 0.7201, "step": 106496 }, { "epoch": 1.3115169496991532, "grad_norm": 9.167328834533691, "learning_rate": 1.8688498206300065e-05, "loss": 0.6378, "step": 106752 }, { "epoch": 1.3146620963754028, "grad_norm": 30.179706573486328, "learning_rate": 1.8685353088603865e-05, "loss": 0.6171, "step": 107008 }, { "epoch": 1.3178072430516523, "grad_norm": 16.136465072631836, "learning_rate": 1.868220797090766e-05, "loss": 0.6527, "step": 107264 }, { "epoch": 1.3209523897279019, "grad_norm": 26.04202651977539, "learning_rate": 1.867906285321146e-05, "loss": 0.6966, "step": 107520 }, { "epoch": 1.3240975364041514, "grad_norm": 206.79830932617188, "learning_rate": 1.867591773551526e-05, "loss": 0.6239, "step": 107776 }, { "epoch": 1.327242683080401, "grad_norm": 89.86215209960938, "learning_rate": 1.867277261781906e-05, "loss": 0.611, "step": 108032 }, { "epoch": 1.3303878297566505, "grad_norm": 15.295347213745117, "learning_rate": 1.8669627500122857e-05, "loss": 0.5994, "step": 108288 }, { "epoch": 1.3335329764329, "grad_norm": 5.113292217254639, "learning_rate": 1.8666482382426657e-05, "loss": 0.749, "step": 108544 }, { "epoch": 1.3366781231091496, "grad_norm": 60.68025207519531, "learning_rate": 1.8663337264730453e-05, "loss": 0.6878, "step": 108800 }, { "epoch": 1.339823269785399, "grad_norm": 2.3128774166107178, "learning_rate": 1.8660192147034253e-05, "loss": 0.599, "step": 109056 }, { "epoch": 1.3429684164616487, "grad_norm": 69.1929702758789, "learning_rate": 1.8657047029338053e-05, "loss": 0.7053, "step": 109312 }, { "epoch": 1.346113563137898, "grad_norm": 2.1352317333221436, "learning_rate": 1.8653901911641853e-05, "loss": 0.6219, "step": 109568 }, { "epoch": 1.3492587098141477, "grad_norm": 1.4987752437591553, "learning_rate": 1.865075679394565e-05, "loss": 0.6971, "step": 109824 }, { "epoch": 1.352403856490397, "grad_norm": 186.3732147216797, "learning_rate": 1.864761167624945e-05, "loss": 0.7012, "step": 110080 }, { "epoch": 1.3555490031666468, "grad_norm": 13.953139305114746, "learning_rate": 1.8644466558553245e-05, "loss": 0.652, "step": 110336 }, { "epoch": 1.3586941498428962, "grad_norm": 35.211219787597656, "learning_rate": 1.8641321440857045e-05, "loss": 0.6397, "step": 110592 }, { "epoch": 1.3618392965191457, "grad_norm": 6.949230194091797, "learning_rate": 1.8638176323160845e-05, "loss": 0.6211, "step": 110848 }, { "epoch": 1.3649844431953952, "grad_norm": 51.653350830078125, "learning_rate": 1.8635031205464645e-05, "loss": 0.7204, "step": 111104 }, { "epoch": 1.3681295898716448, "grad_norm": 344.5322265625, "learning_rate": 1.863188608776844e-05, "loss": 0.6209, "step": 111360 }, { "epoch": 1.3712747365478943, "grad_norm": 181.70057678222656, "learning_rate": 1.862874097007224e-05, "loss": 0.6249, "step": 111616 }, { "epoch": 1.3744198832241439, "grad_norm": 155.25149536132812, "learning_rate": 1.862559585237604e-05, "loss": 0.7057, "step": 111872 }, { "epoch": 1.3775650299003934, "grad_norm": 24.911977767944336, "learning_rate": 1.8622450734679837e-05, "loss": 0.7063, "step": 112128 }, { "epoch": 1.380710176576643, "grad_norm": 23.3475284576416, "learning_rate": 1.8619305616983637e-05, "loss": 0.6866, "step": 112384 }, { "epoch": 1.3838553232528925, "grad_norm": 30.28309440612793, "learning_rate": 1.8616160499287437e-05, "loss": 0.5971, "step": 112640 }, { "epoch": 1.387000469929142, "grad_norm": 71.3869400024414, "learning_rate": 1.8613015381591237e-05, "loss": 0.6859, "step": 112896 }, { "epoch": 1.3901456166053916, "grad_norm": 46.990936279296875, "learning_rate": 1.8609870263895033e-05, "loss": 0.705, "step": 113152 }, { "epoch": 1.3932907632816411, "grad_norm": 116.8062973022461, "learning_rate": 1.8606725146198833e-05, "loss": 0.6505, "step": 113408 }, { "epoch": 1.3964359099578907, "grad_norm": 76.77362823486328, "learning_rate": 1.860358002850263e-05, "loss": 0.7222, "step": 113664 }, { "epoch": 1.3995810566341402, "grad_norm": 67.20590209960938, "learning_rate": 1.860043491080643e-05, "loss": 0.7398, "step": 113920 }, { "epoch": 1.4027262033103898, "grad_norm": 11.832334518432617, "learning_rate": 1.8597289793110226e-05, "loss": 0.6103, "step": 114176 }, { "epoch": 1.4058713499866393, "grad_norm": 6.890631198883057, "learning_rate": 1.859414467541403e-05, "loss": 0.7344, "step": 114432 }, { "epoch": 1.4090164966628889, "grad_norm": 109.55986785888672, "learning_rate": 1.8590999557717825e-05, "loss": 0.6085, "step": 114688 }, { "epoch": 1.4121616433391384, "grad_norm": 0.32553595304489136, "learning_rate": 1.8587854440021625e-05, "loss": 0.6043, "step": 114944 }, { "epoch": 1.415306790015388, "grad_norm": 29.583486557006836, "learning_rate": 1.858470932232542e-05, "loss": 0.7446, "step": 115200 }, { "epoch": 1.4184519366916375, "grad_norm": 9.563398361206055, "learning_rate": 1.858156420462922e-05, "loss": 0.7233, "step": 115456 }, { "epoch": 1.421597083367887, "grad_norm": 90.88845825195312, "learning_rate": 1.857841908693302e-05, "loss": 0.6637, "step": 115712 }, { "epoch": 1.4247422300441364, "grad_norm": 15.705517768859863, "learning_rate": 1.857527396923682e-05, "loss": 0.7082, "step": 115968 }, { "epoch": 1.4278873767203861, "grad_norm": 36.43145751953125, "learning_rate": 1.8572128851540617e-05, "loss": 0.656, "step": 116224 }, { "epoch": 1.4310325233966354, "grad_norm": 0.27835217118263245, "learning_rate": 1.8568983733844417e-05, "loss": 0.7054, "step": 116480 }, { "epoch": 1.4341776700728852, "grad_norm": 224.7283935546875, "learning_rate": 1.8565838616148213e-05, "loss": 0.6898, "step": 116736 }, { "epoch": 1.4373228167491345, "grad_norm": 4.305415153503418, "learning_rate": 1.8562693498452013e-05, "loss": 0.7007, "step": 116992 }, { "epoch": 1.440467963425384, "grad_norm": 0.7003730535507202, "learning_rate": 1.8559548380755813e-05, "loss": 0.6805, "step": 117248 }, { "epoch": 1.4436131101016336, "grad_norm": 12.460258483886719, "learning_rate": 1.855640326305961e-05, "loss": 0.5773, "step": 117504 }, { "epoch": 1.4467582567778832, "grad_norm": 184.58578491210938, "learning_rate": 1.855325814536341e-05, "loss": 0.6466, "step": 117760 }, { "epoch": 1.4499034034541327, "grad_norm": 56.33019256591797, "learning_rate": 1.855011302766721e-05, "loss": 0.7367, "step": 118016 }, { "epoch": 1.4530485501303823, "grad_norm": 197.8460693359375, "learning_rate": 1.854696790997101e-05, "loss": 0.7508, "step": 118272 }, { "epoch": 1.4561936968066318, "grad_norm": 5.9656291007995605, "learning_rate": 1.8543822792274805e-05, "loss": 0.639, "step": 118528 }, { "epoch": 1.4593388434828813, "grad_norm": 5.656418323516846, "learning_rate": 1.8540677674578605e-05, "loss": 0.6406, "step": 118784 }, { "epoch": 1.4624839901591309, "grad_norm": 57.2266731262207, "learning_rate": 1.85375325568824e-05, "loss": 0.7175, "step": 119040 }, { "epoch": 1.4656291368353804, "grad_norm": 20.924455642700195, "learning_rate": 1.8534387439186205e-05, "loss": 0.6301, "step": 119296 }, { "epoch": 1.46877428351163, "grad_norm": 0.7990367412567139, "learning_rate": 1.853124232149e-05, "loss": 0.718, "step": 119552 }, { "epoch": 1.4719194301878795, "grad_norm": 72.38453674316406, "learning_rate": 1.85280972037938e-05, "loss": 0.7216, "step": 119808 }, { "epoch": 1.475064576864129, "grad_norm": 1.432307481765747, "learning_rate": 1.8524952086097597e-05, "loss": 0.6066, "step": 120064 }, { "epoch": 1.4782097235403786, "grad_norm": 4.171876430511475, "learning_rate": 1.8521806968401397e-05, "loss": 0.6042, "step": 120320 }, { "epoch": 1.4813548702166282, "grad_norm": 127.643798828125, "learning_rate": 1.8518661850705194e-05, "loss": 0.6857, "step": 120576 }, { "epoch": 1.4845000168928777, "grad_norm": 66.6846923828125, "learning_rate": 1.8515516733008993e-05, "loss": 0.6693, "step": 120832 }, { "epoch": 1.4876451635691272, "grad_norm": 38.83477783203125, "learning_rate": 1.8512371615312793e-05, "loss": 0.6432, "step": 121088 }, { "epoch": 1.4907903102453768, "grad_norm": 92.48795318603516, "learning_rate": 1.8509226497616593e-05, "loss": 0.6332, "step": 121344 }, { "epoch": 1.4939354569216263, "grad_norm": 5.040313243865967, "learning_rate": 1.850608137992039e-05, "loss": 0.6522, "step": 121600 }, { "epoch": 1.4970806035978759, "grad_norm": 481.36370849609375, "learning_rate": 1.850293626222419e-05, "loss": 0.7564, "step": 121856 }, { "epoch": 1.5002257502741254, "grad_norm": 72.99726104736328, "learning_rate": 1.849979114452799e-05, "loss": 0.7585, "step": 122112 }, { "epoch": 1.5033708969503747, "grad_norm": 39.34186553955078, "learning_rate": 1.8496646026831785e-05, "loss": 0.6765, "step": 122368 }, { "epoch": 1.5065160436266245, "grad_norm": 144.0253143310547, "learning_rate": 1.8493500909135585e-05, "loss": 0.7271, "step": 122624 }, { "epoch": 1.5096611903028738, "grad_norm": 185.2099609375, "learning_rate": 1.8490355791439385e-05, "loss": 0.6705, "step": 122880 }, { "epoch": 1.5128063369791236, "grad_norm": 57.051570892333984, "learning_rate": 1.8487210673743185e-05, "loss": 0.6967, "step": 123136 }, { "epoch": 1.515951483655373, "grad_norm": 121.9511489868164, "learning_rate": 1.848406555604698e-05, "loss": 0.6602, "step": 123392 }, { "epoch": 1.5190966303316227, "grad_norm": 49.86616516113281, "learning_rate": 1.848092043835078e-05, "loss": 0.6446, "step": 123648 }, { "epoch": 1.522241777007872, "grad_norm": 14.083434104919434, "learning_rate": 1.8477775320654578e-05, "loss": 0.7765, "step": 123904 }, { "epoch": 1.5253869236841218, "grad_norm": 308.0108337402344, "learning_rate": 1.8474630202958377e-05, "loss": 0.6714, "step": 124160 }, { "epoch": 1.528532070360371, "grad_norm": 211.21383666992188, "learning_rate": 1.8471485085262177e-05, "loss": 0.7136, "step": 124416 }, { "epoch": 1.5316772170366209, "grad_norm": 13.979375839233398, "learning_rate": 1.8468339967565977e-05, "loss": 0.6498, "step": 124672 }, { "epoch": 1.5348223637128702, "grad_norm": 1.8429265022277832, "learning_rate": 1.8465194849869773e-05, "loss": 0.7012, "step": 124928 }, { "epoch": 1.5379675103891197, "grad_norm": 26.227033615112305, "learning_rate": 1.8462049732173573e-05, "loss": 0.6646, "step": 125184 }, { "epoch": 1.5411126570653693, "grad_norm": 45.74818420410156, "learning_rate": 1.845890461447737e-05, "loss": 0.8054, "step": 125440 }, { "epoch": 1.5442578037416188, "grad_norm": 123.0312728881836, "learning_rate": 1.845575949678117e-05, "loss": 0.6356, "step": 125696 }, { "epoch": 1.5474029504178684, "grad_norm": 195.1466522216797, "learning_rate": 1.845261437908497e-05, "loss": 0.6615, "step": 125952 }, { "epoch": 1.550548097094118, "grad_norm": 13.036552429199219, "learning_rate": 1.844946926138877e-05, "loss": 0.643, "step": 126208 }, { "epoch": 1.5536932437703674, "grad_norm": 2.844006299972534, "learning_rate": 1.8446324143692565e-05, "loss": 0.6739, "step": 126464 }, { "epoch": 1.556838390446617, "grad_norm": 3.6921770572662354, "learning_rate": 1.8443179025996365e-05, "loss": 0.709, "step": 126720 }, { "epoch": 1.5599835371228665, "grad_norm": 0.2538944482803345, "learning_rate": 1.8440033908300165e-05, "loss": 0.6502, "step": 126976 }, { "epoch": 1.563128683799116, "grad_norm": 5.371120929718018, "learning_rate": 1.843688879060396e-05, "loss": 0.6, "step": 127232 }, { "epoch": 1.5662738304753656, "grad_norm": 1.362541675567627, "learning_rate": 1.843374367290776e-05, "loss": 0.661, "step": 127488 }, { "epoch": 1.5694189771516152, "grad_norm": 64.32890319824219, "learning_rate": 1.843059855521156e-05, "loss": 0.641, "step": 127744 }, { "epoch": 1.5725641238278647, "grad_norm": 111.1507568359375, "learning_rate": 1.8427453437515357e-05, "loss": 0.726, "step": 128000 }, { "epoch": 1.575709270504114, "grad_norm": 21.845157623291016, "learning_rate": 1.8424308319819157e-05, "loss": 0.6701, "step": 128256 }, { "epoch": 1.5788544171803638, "grad_norm": 17.954469680786133, "learning_rate": 1.8421163202122957e-05, "loss": 0.5642, "step": 128512 }, { "epoch": 1.5819995638566131, "grad_norm": 18.45271110534668, "learning_rate": 1.8418018084426753e-05, "loss": 0.7229, "step": 128768 }, { "epoch": 1.5851447105328629, "grad_norm": 10.551959991455078, "learning_rate": 1.8414872966730553e-05, "loss": 0.6769, "step": 129024 }, { "epoch": 1.5882898572091122, "grad_norm": 64.96302032470703, "learning_rate": 1.8411727849034353e-05, "loss": 0.654, "step": 129280 }, { "epoch": 1.591435003885362, "grad_norm": 3.80167818069458, "learning_rate": 1.8408582731338153e-05, "loss": 0.6871, "step": 129536 }, { "epoch": 1.5945801505616113, "grad_norm": 9.988375663757324, "learning_rate": 1.840543761364195e-05, "loss": 0.6193, "step": 129792 }, { "epoch": 1.597725297237861, "grad_norm": 163.59457397460938, "learning_rate": 1.840229249594575e-05, "loss": 0.5712, "step": 130048 }, { "epoch": 1.6008704439141104, "grad_norm": 185.79920959472656, "learning_rate": 1.8399147378249546e-05, "loss": 0.6532, "step": 130304 }, { "epoch": 1.6040155905903601, "grad_norm": 7.615332126617432, "learning_rate": 1.8396002260553345e-05, "loss": 0.6333, "step": 130560 }, { "epoch": 1.6071607372666095, "grad_norm": 1.7677505016326904, "learning_rate": 1.8392857142857142e-05, "loss": 0.5989, "step": 130816 }, { "epoch": 1.6103058839428592, "grad_norm": 127.0537109375, "learning_rate": 1.8389712025160945e-05, "loss": 0.6223, "step": 131072 }, { "epoch": 1.6134510306191086, "grad_norm": 1.9890645742416382, "learning_rate": 1.838656690746474e-05, "loss": 0.5644, "step": 131328 }, { "epoch": 1.616596177295358, "grad_norm": 76.5971450805664, "learning_rate": 1.838342178976854e-05, "loss": 0.7171, "step": 131584 }, { "epoch": 1.6197413239716076, "grad_norm": 0.21291916072368622, "learning_rate": 1.8380276672072338e-05, "loss": 0.7799, "step": 131840 }, { "epoch": 1.6228864706478572, "grad_norm": 32.992549896240234, "learning_rate": 1.8377131554376137e-05, "loss": 0.6642, "step": 132096 }, { "epoch": 1.6260316173241067, "grad_norm": 293.4602966308594, "learning_rate": 1.8373986436679937e-05, "loss": 0.5982, "step": 132352 }, { "epoch": 1.6291767640003563, "grad_norm": 80.05879211425781, "learning_rate": 1.8370841318983734e-05, "loss": 0.6916, "step": 132608 }, { "epoch": 1.6323219106766058, "grad_norm": 16.697772979736328, "learning_rate": 1.8367696201287533e-05, "loss": 0.6999, "step": 132864 }, { "epoch": 1.6354670573528554, "grad_norm": 2.0471994876861572, "learning_rate": 1.8364551083591333e-05, "loss": 0.6135, "step": 133120 }, { "epoch": 1.638612204029105, "grad_norm": 38.79721450805664, "learning_rate": 1.8361405965895133e-05, "loss": 0.6633, "step": 133376 }, { "epoch": 1.6417573507053544, "grad_norm": 2.6233861446380615, "learning_rate": 1.835826084819893e-05, "loss": 0.6816, "step": 133632 }, { "epoch": 1.644902497381604, "grad_norm": 9.43591022491455, "learning_rate": 1.835511573050273e-05, "loss": 0.6648, "step": 133888 }, { "epoch": 1.6480476440578535, "grad_norm": 99.9877700805664, "learning_rate": 1.8351970612806526e-05, "loss": 0.6457, "step": 134144 }, { "epoch": 1.651192790734103, "grad_norm": 4.154375076293945, "learning_rate": 1.834882549511033e-05, "loss": 0.655, "step": 134400 }, { "epoch": 1.6543379374103526, "grad_norm": 37.89094924926758, "learning_rate": 1.8345680377414125e-05, "loss": 0.659, "step": 134656 }, { "epoch": 1.6574830840866022, "grad_norm": 6.969601631164551, "learning_rate": 1.8342535259717925e-05, "loss": 0.5743, "step": 134912 }, { "epoch": 1.6606282307628515, "grad_norm": 1.3682612180709839, "learning_rate": 1.833939014202172e-05, "loss": 0.6712, "step": 135168 }, { "epoch": 1.6637733774391013, "grad_norm": 91.62085723876953, "learning_rate": 1.833624502432552e-05, "loss": 0.6581, "step": 135424 }, { "epoch": 1.6669185241153506, "grad_norm": 0.6061786413192749, "learning_rate": 1.8333099906629318e-05, "loss": 0.6434, "step": 135680 }, { "epoch": 1.6700636707916003, "grad_norm": 8.49322509765625, "learning_rate": 1.8329954788933117e-05, "loss": 0.6807, "step": 135936 }, { "epoch": 1.6732088174678497, "grad_norm": 12.335840225219727, "learning_rate": 1.8326809671236917e-05, "loss": 0.6324, "step": 136192 }, { "epoch": 1.6763539641440994, "grad_norm": 32.167022705078125, "learning_rate": 1.8323664553540717e-05, "loss": 0.685, "step": 136448 }, { "epoch": 1.6794991108203488, "grad_norm": 14.677338600158691, "learning_rate": 1.8320519435844514e-05, "loss": 0.6583, "step": 136704 }, { "epoch": 1.6826442574965985, "grad_norm": 34.04314041137695, "learning_rate": 1.8317374318148313e-05, "loss": 0.6069, "step": 136960 }, { "epoch": 1.6857894041728478, "grad_norm": 51.72367858886719, "learning_rate": 1.8314229200452113e-05, "loss": 0.6301, "step": 137216 }, { "epoch": 1.6889345508490976, "grad_norm": 43.90719223022461, "learning_rate": 1.831108408275591e-05, "loss": 0.6273, "step": 137472 }, { "epoch": 1.692079697525347, "grad_norm": 3.7817108631134033, "learning_rate": 1.830793896505971e-05, "loss": 0.713, "step": 137728 }, { "epoch": 1.6952248442015967, "grad_norm": 41.78171920776367, "learning_rate": 1.830479384736351e-05, "loss": 0.6518, "step": 137984 }, { "epoch": 1.698369990877846, "grad_norm": 24.83089256286621, "learning_rate": 1.830164872966731e-05, "loss": 0.679, "step": 138240 }, { "epoch": 1.7015151375540956, "grad_norm": 25.067731857299805, "learning_rate": 1.8298503611971105e-05, "loss": 0.6137, "step": 138496 }, { "epoch": 1.704660284230345, "grad_norm": 22.014888763427734, "learning_rate": 1.8295358494274905e-05, "loss": 0.6696, "step": 138752 }, { "epoch": 1.7078054309065946, "grad_norm": 21.678956985473633, "learning_rate": 1.82922133765787e-05, "loss": 0.6865, "step": 139008 }, { "epoch": 1.7109505775828442, "grad_norm": 0.45430517196655273, "learning_rate": 1.82890682588825e-05, "loss": 0.64, "step": 139264 }, { "epoch": 1.7140957242590937, "grad_norm": 21.842103958129883, "learning_rate": 1.82859231411863e-05, "loss": 0.6645, "step": 139520 }, { "epoch": 1.7172408709353433, "grad_norm": 47.032222747802734, "learning_rate": 1.82827780234901e-05, "loss": 0.6316, "step": 139776 }, { "epoch": 1.7203860176115928, "grad_norm": 0.9306575059890747, "learning_rate": 1.8279632905793897e-05, "loss": 0.6518, "step": 140032 }, { "epoch": 1.7235311642878424, "grad_norm": 54.06832504272461, "learning_rate": 1.8276487788097697e-05, "loss": 0.6582, "step": 140288 }, { "epoch": 1.726676310964092, "grad_norm": 15.14962387084961, "learning_rate": 1.8273342670401494e-05, "loss": 0.7038, "step": 140544 }, { "epoch": 1.7298214576403415, "grad_norm": 18.525476455688477, "learning_rate": 1.8270197552705293e-05, "loss": 0.7372, "step": 140800 }, { "epoch": 1.732966604316591, "grad_norm": 1.7285302877426147, "learning_rate": 1.8267052435009093e-05, "loss": 0.6251, "step": 141056 }, { "epoch": 1.7361117509928405, "grad_norm": 23.482906341552734, "learning_rate": 1.8263907317312893e-05, "loss": 0.5649, "step": 141312 }, { "epoch": 1.7392568976690899, "grad_norm": 12.098392486572266, "learning_rate": 1.826076219961669e-05, "loss": 0.6954, "step": 141568 }, { "epoch": 1.7424020443453396, "grad_norm": 536.5809936523438, "learning_rate": 1.825761708192049e-05, "loss": 0.668, "step": 141824 }, { "epoch": 1.745547191021589, "grad_norm": 16.067285537719727, "learning_rate": 1.8254471964224286e-05, "loss": 0.6549, "step": 142080 }, { "epoch": 1.7486923376978387, "grad_norm": 10.559584617614746, "learning_rate": 1.8251326846528085e-05, "loss": 0.6688, "step": 142336 }, { "epoch": 1.751837484374088, "grad_norm": 70.58854675292969, "learning_rate": 1.8248181728831885e-05, "loss": 0.6469, "step": 142592 }, { "epoch": 1.7549826310503378, "grad_norm": 5.755173206329346, "learning_rate": 1.8245036611135685e-05, "loss": 0.6677, "step": 142848 }, { "epoch": 1.7581277777265871, "grad_norm": 11.262292861938477, "learning_rate": 1.824189149343948e-05, "loss": 0.6265, "step": 143104 }, { "epoch": 1.761272924402837, "grad_norm": 13.489733695983887, "learning_rate": 1.823874637574328e-05, "loss": 0.7508, "step": 143360 }, { "epoch": 1.7644180710790862, "grad_norm": 26.479047775268555, "learning_rate": 1.823560125804708e-05, "loss": 0.5799, "step": 143616 }, { "epoch": 1.767563217755336, "grad_norm": 106.04133605957031, "learning_rate": 1.8232456140350878e-05, "loss": 0.6373, "step": 143872 }, { "epoch": 1.7707083644315853, "grad_norm": 3.0954108238220215, "learning_rate": 1.8229311022654677e-05, "loss": 0.6193, "step": 144128 }, { "epoch": 1.773853511107835, "grad_norm": 61.435184478759766, "learning_rate": 1.8226165904958477e-05, "loss": 0.6909, "step": 144384 }, { "epoch": 1.7769986577840844, "grad_norm": 39.79731369018555, "learning_rate": 1.8223020787262277e-05, "loss": 0.7179, "step": 144640 }, { "epoch": 1.780143804460334, "grad_norm": 7.779622554779053, "learning_rate": 1.8219875669566073e-05, "loss": 0.5834, "step": 144896 }, { "epoch": 1.7832889511365835, "grad_norm": 0.26465222239494324, "learning_rate": 1.8216730551869873e-05, "loss": 0.573, "step": 145152 }, { "epoch": 1.786434097812833, "grad_norm": 9.721681594848633, "learning_rate": 1.821358543417367e-05, "loss": 0.6757, "step": 145408 }, { "epoch": 1.7895792444890826, "grad_norm": 16.63478660583496, "learning_rate": 1.821044031647747e-05, "loss": 0.6641, "step": 145664 }, { "epoch": 1.792724391165332, "grad_norm": 9.504838943481445, "learning_rate": 1.8207295198781266e-05, "loss": 0.7078, "step": 145920 }, { "epoch": 1.7958695378415817, "grad_norm": 5.8867950439453125, "learning_rate": 1.820415008108507e-05, "loss": 0.6676, "step": 146176 }, { "epoch": 1.7990146845178312, "grad_norm": 197.24130249023438, "learning_rate": 1.8201004963388865e-05, "loss": 0.6611, "step": 146432 }, { "epoch": 1.8021598311940807, "grad_norm": 3.12298846244812, "learning_rate": 1.8197859845692665e-05, "loss": 0.6231, "step": 146688 }, { "epoch": 1.8053049778703303, "grad_norm": 3.116199016571045, "learning_rate": 1.819471472799646e-05, "loss": 0.7698, "step": 146944 }, { "epoch": 1.8084501245465798, "grad_norm": 11.110424041748047, "learning_rate": 1.819156961030026e-05, "loss": 0.6128, "step": 147200 }, { "epoch": 1.8115952712228294, "grad_norm": 1.2738146781921387, "learning_rate": 1.818842449260406e-05, "loss": 0.7263, "step": 147456 }, { "epoch": 1.814740417899079, "grad_norm": 26.259117126464844, "learning_rate": 1.818527937490786e-05, "loss": 0.6725, "step": 147712 }, { "epoch": 1.8178855645753285, "grad_norm": 18.465112686157227, "learning_rate": 1.8182134257211657e-05, "loss": 0.6415, "step": 147968 }, { "epoch": 1.821030711251578, "grad_norm": 137.1578369140625, "learning_rate": 1.8178989139515457e-05, "loss": 0.6422, "step": 148224 }, { "epoch": 1.8241758579278273, "grad_norm": 1.390212059020996, "learning_rate": 1.8175844021819257e-05, "loss": 0.6812, "step": 148480 }, { "epoch": 1.827321004604077, "grad_norm": 76.83866882324219, "learning_rate": 1.8172698904123053e-05, "loss": 0.6463, "step": 148736 }, { "epoch": 1.8304661512803264, "grad_norm": 3.9307312965393066, "learning_rate": 1.8169553786426853e-05, "loss": 0.6603, "step": 148992 }, { "epoch": 1.8336112979565762, "grad_norm": 17.38741683959961, "learning_rate": 1.816640866873065e-05, "loss": 0.5558, "step": 149248 }, { "epoch": 1.8367564446328255, "grad_norm": 0.33097225427627563, "learning_rate": 1.8163263551034453e-05, "loss": 0.6592, "step": 149504 }, { "epoch": 1.8399015913090753, "grad_norm": 57.788509368896484, "learning_rate": 1.816011843333825e-05, "loss": 0.7214, "step": 149760 }, { "epoch": 1.8430467379853246, "grad_norm": 208.28578186035156, "learning_rate": 1.815697331564205e-05, "loss": 0.6611, "step": 150016 }, { "epoch": 1.8461918846615744, "grad_norm": 55.99864959716797, "learning_rate": 1.8153828197945846e-05, "loss": 0.624, "step": 150272 }, { "epoch": 1.8493370313378237, "grad_norm": 34.706600189208984, "learning_rate": 1.8150683080249645e-05, "loss": 0.6383, "step": 150528 }, { "epoch": 1.8524821780140734, "grad_norm": 65.20597839355469, "learning_rate": 1.8147537962553442e-05, "loss": 0.6228, "step": 150784 }, { "epoch": 1.8556273246903228, "grad_norm": 3.494520425796509, "learning_rate": 1.8144392844857245e-05, "loss": 0.6557, "step": 151040 }, { "epoch": 1.8587724713665725, "grad_norm": 22.704248428344727, "learning_rate": 1.814124772716104e-05, "loss": 0.7322, "step": 151296 }, { "epoch": 1.8619176180428219, "grad_norm": 0.8666673898696899, "learning_rate": 1.813810260946484e-05, "loss": 0.6282, "step": 151552 }, { "epoch": 1.8650627647190714, "grad_norm": 1.25579035282135, "learning_rate": 1.8134957491768638e-05, "loss": 0.711, "step": 151808 }, { "epoch": 1.868207911395321, "grad_norm": 18.007038116455078, "learning_rate": 1.8131812374072437e-05, "loss": 0.6735, "step": 152064 }, { "epoch": 1.8713530580715705, "grad_norm": 62.08824157714844, "learning_rate": 1.8128667256376237e-05, "loss": 0.6247, "step": 152320 }, { "epoch": 1.87449820474782, "grad_norm": 22.543054580688477, "learning_rate": 1.8125522138680034e-05, "loss": 0.5332, "step": 152576 }, { "epoch": 1.8776433514240696, "grad_norm": 22.97509765625, "learning_rate": 1.8122377020983833e-05, "loss": 0.6311, "step": 152832 }, { "epoch": 1.8807884981003191, "grad_norm": 22.249046325683594, "learning_rate": 1.8119231903287633e-05, "loss": 0.6897, "step": 153088 }, { "epoch": 1.8839336447765687, "grad_norm": 4.590738296508789, "learning_rate": 1.811608678559143e-05, "loss": 0.6492, "step": 153344 }, { "epoch": 1.8870787914528182, "grad_norm": 4.006165027618408, "learning_rate": 1.811294166789523e-05, "loss": 0.6326, "step": 153600 }, { "epoch": 1.8902239381290677, "grad_norm": 24.309553146362305, "learning_rate": 1.810979655019903e-05, "loss": 0.6, "step": 153856 }, { "epoch": 1.8933690848053173, "grad_norm": 48.84052276611328, "learning_rate": 1.8106651432502826e-05, "loss": 0.576, "step": 154112 }, { "epoch": 1.8965142314815668, "grad_norm": 26.35711097717285, "learning_rate": 1.8103506314806625e-05, "loss": 0.6663, "step": 154368 }, { "epoch": 1.8996593781578164, "grad_norm": 45.187095642089844, "learning_rate": 1.8100361197110425e-05, "loss": 0.7006, "step": 154624 }, { "epoch": 1.902804524834066, "grad_norm": 3.7311763763427734, "learning_rate": 1.8097216079414225e-05, "loss": 0.6554, "step": 154880 }, { "epoch": 1.9059496715103155, "grad_norm": 1.1564083099365234, "learning_rate": 1.809407096171802e-05, "loss": 0.6048, "step": 155136 }, { "epoch": 1.9090948181865648, "grad_norm": 0.20646964013576508, "learning_rate": 1.809092584402182e-05, "loss": 0.6374, "step": 155392 }, { "epoch": 1.9122399648628146, "grad_norm": 0.43324726819992065, "learning_rate": 1.8087780726325618e-05, "loss": 0.5852, "step": 155648 }, { "epoch": 1.9153851115390639, "grad_norm": 23.553667068481445, "learning_rate": 1.8084635608629418e-05, "loss": 0.6041, "step": 155904 }, { "epoch": 1.9185302582153136, "grad_norm": 33.44930648803711, "learning_rate": 1.8081490490933217e-05, "loss": 0.6703, "step": 156160 }, { "epoch": 1.921675404891563, "grad_norm": 72.30155181884766, "learning_rate": 1.8078345373237017e-05, "loss": 0.6869, "step": 156416 }, { "epoch": 1.9248205515678127, "grad_norm": 28.453449249267578, "learning_rate": 1.8075200255540814e-05, "loss": 0.6979, "step": 156672 }, { "epoch": 1.927965698244062, "grad_norm": 39.39230728149414, "learning_rate": 1.8072055137844613e-05, "loss": 0.7512, "step": 156928 }, { "epoch": 1.9311108449203118, "grad_norm": 64.26713562011719, "learning_rate": 1.806891002014841e-05, "loss": 0.6477, "step": 157184 }, { "epoch": 1.9342559915965611, "grad_norm": 2.1566553115844727, "learning_rate": 1.806576490245221e-05, "loss": 0.7127, "step": 157440 }, { "epoch": 1.937401138272811, "grad_norm": 64.05670166015625, "learning_rate": 1.806261978475601e-05, "loss": 0.6254, "step": 157696 }, { "epoch": 1.9405462849490602, "grad_norm": 2.9898900985717773, "learning_rate": 1.805947466705981e-05, "loss": 0.7016, "step": 157952 }, { "epoch": 1.94369143162531, "grad_norm": 0.575606644153595, "learning_rate": 1.8056329549363606e-05, "loss": 0.6346, "step": 158208 }, { "epoch": 1.9468365783015593, "grad_norm": 2.89739990234375, "learning_rate": 1.8053184431667405e-05, "loss": 0.5779, "step": 158464 }, { "epoch": 1.9499817249778089, "grad_norm": 49.22926712036133, "learning_rate": 1.8050039313971205e-05, "loss": 0.5976, "step": 158720 }, { "epoch": 1.9531268716540584, "grad_norm": 1.9407929182052612, "learning_rate": 1.8046894196275e-05, "loss": 0.7562, "step": 158976 }, { "epoch": 1.956272018330308, "grad_norm": 46.429813385009766, "learning_rate": 1.80437490785788e-05, "loss": 0.6995, "step": 159232 }, { "epoch": 1.9594171650065575, "grad_norm": 98.60050201416016, "learning_rate": 1.80406039608826e-05, "loss": 0.6406, "step": 159488 }, { "epoch": 1.962562311682807, "grad_norm": 34.39356231689453, "learning_rate": 1.80374588431864e-05, "loss": 0.644, "step": 159744 }, { "epoch": 1.9657074583590566, "grad_norm": 27.551597595214844, "learning_rate": 1.8034313725490197e-05, "loss": 0.723, "step": 160000 }, { "epoch": 1.9688526050353061, "grad_norm": 50.80730438232422, "learning_rate": 1.8031168607793997e-05, "loss": 0.586, "step": 160256 }, { "epoch": 1.9719977517115557, "grad_norm": 60.13485336303711, "learning_rate": 1.8028023490097794e-05, "loss": 0.6527, "step": 160512 }, { "epoch": 1.9751428983878052, "grad_norm": 3.8352346420288086, "learning_rate": 1.8024878372401593e-05, "loss": 0.6554, "step": 160768 }, { "epoch": 1.9782880450640548, "grad_norm": 31.221696853637695, "learning_rate": 1.802173325470539e-05, "loss": 0.5922, "step": 161024 }, { "epoch": 1.9814331917403043, "grad_norm": 26.26588249206543, "learning_rate": 1.8018588137009193e-05, "loss": 0.5952, "step": 161280 }, { "epoch": 1.9845783384165538, "grad_norm": 59.96664047241211, "learning_rate": 1.801544301931299e-05, "loss": 0.6315, "step": 161536 }, { "epoch": 1.9877234850928032, "grad_norm": 0.5425397157669067, "learning_rate": 1.801229790161679e-05, "loss": 0.6765, "step": 161792 }, { "epoch": 1.990868631769053, "grad_norm": 18.745838165283203, "learning_rate": 1.8009152783920586e-05, "loss": 0.6347, "step": 162048 }, { "epoch": 1.9940137784453023, "grad_norm": 13.62142562866211, "learning_rate": 1.8006007666224386e-05, "loss": 0.6373, "step": 162304 }, { "epoch": 1.997158925121552, "grad_norm": 2.6074626445770264, "learning_rate": 1.8002862548528185e-05, "loss": 0.6877, "step": 162560 }, { "epoch": 2.0, "eval_AGE": { "f1": 0.9523482621218679, "number": 32192, "precision": 0.9164727847192302, "recall": 0.9911468687872763 }, "eval_BUILDINGNUM": { "f1": 0.9711091036151972, "number": 28889, "precision": 0.95658159838818, "recall": 0.9860846689051196 }, "eval_CITY": { "f1": 0.9496872259573224, "number": 41669, "precision": 0.9260078438526086, "recall": 0.9746094218723751 }, "eval_DATE": { "f1": 0.9967253957584317, "number": 80940, "precision": 0.995025671965229, "recall": 0.99843093649617 }, "eval_EMAIL": { "f1": 0.9949708737864078, "number": 51445, "precision": 0.9939094171273397, "recall": 0.9960346000583147 }, "eval_GENDER": { "f1": 0.96667333009681, "number": 17457, "precision": 0.9638382687927107, "recall": 0.9695251188634931 }, "eval_GIVENNAME": { "f1": 0.9117306143297775, "number": 100350, "precision": 0.8989094853468147, "recall": 0.9249227703039362 }, "eval_IDCARDNUM": { "f1": 0.893014570169153, "number": 22068, "precision": 0.8573274963518865, "recall": 0.9318017038245423 }, "eval_PASSPORTNUM": { "f1": 0.9147639062440834, "number": 12959, "precision": 0.8980669144981412, "recall": 0.9320935257350104 }, "eval_SEX": { "f1": 0.9651221909636307, "number": 14570, "precision": 0.9533918167816245, "recall": 0.9771448181194234 }, "eval_SOCIALNUM": { "f1": 0.8993399339933995, "number": 15327, "precision": 0.8458354888773927, "recall": 0.9600704638872578 }, "eval_STREET": { "f1": 0.9731305914323227, "number": 32803, "precision": 0.974678124713294, "recall": 0.9715879645154407 }, "eval_SURNAME": { "f1": 0.9018103569256678, "number": 85192, "precision": 0.8984899328859061, "recall": 0.9051554136538642 }, "eval_TELEPHONENUM": { "f1": 0.9892235870252526, "number": 36941, "precision": 0.9833101529902643, "recall": 0.9952085758371457 }, "eval_ZIPCODE": { "f1": 0.9735227573836652, "number": 24346, "precision": 0.9662553105401578, "recall": 0.9809003532407787 }, "eval_overall_accuracy": 0.9910379795542931, "eval_overall_f1": 0.9491292816656416, "eval_overall_precision": 0.9372889547832561, "eval_overall_recall": 0.9612725823413961, "eval_runtime": 3713.0482, "eval_samples_per_second": 87.686, "eval_steps_per_second": 43.843, "step": 162792 }, { "epoch": 2.0002948575008985, "grad_norm": 2.4750266075134277, "learning_rate": 1.7999717430831985e-05, "loss": 0.766, "step": 162816 }, { "epoch": 2.003440004177148, "grad_norm": 3.1917426586151123, "learning_rate": 1.799657231313578e-05, "loss": 0.5308, "step": 163072 }, { "epoch": 2.0065851508533976, "grad_norm": 76.5118637084961, "learning_rate": 1.799342719543958e-05, "loss": 0.5507, "step": 163328 }, { "epoch": 2.009730297529647, "grad_norm": 163.30284118652344, "learning_rate": 1.799028207774338e-05, "loss": 0.4896, "step": 163584 }, { "epoch": 2.0128754442058967, "grad_norm": 12.261972427368164, "learning_rate": 1.7987136960047178e-05, "loss": 0.5341, "step": 163840 }, { "epoch": 2.016020590882146, "grad_norm": 17.510791778564453, "learning_rate": 1.7983991842350977e-05, "loss": 0.5586, "step": 164096 }, { "epoch": 2.019165737558396, "grad_norm": 0.579840898513794, "learning_rate": 1.7980846724654774e-05, "loss": 0.5127, "step": 164352 }, { "epoch": 2.022310884234645, "grad_norm": 32.422725677490234, "learning_rate": 1.7977701606958574e-05, "loss": 0.5947, "step": 164608 }, { "epoch": 2.025456030910895, "grad_norm": 0.14638854563236237, "learning_rate": 1.7974556489262373e-05, "loss": 0.6076, "step": 164864 }, { "epoch": 2.028601177587144, "grad_norm": 4.373912811279297, "learning_rate": 1.7971411371566173e-05, "loss": 0.6063, "step": 165120 }, { "epoch": 2.031746324263394, "grad_norm": 0.7967185974121094, "learning_rate": 1.796826625386997e-05, "loss": 0.6473, "step": 165376 }, { "epoch": 2.0348914709396433, "grad_norm": 88.95084381103516, "learning_rate": 1.796512113617377e-05, "loss": 0.5016, "step": 165632 }, { "epoch": 2.0380366176158926, "grad_norm": 3.4898133277893066, "learning_rate": 1.7961976018477566e-05, "loss": 0.5873, "step": 165888 }, { "epoch": 2.0411817642921424, "grad_norm": 35.405677795410156, "learning_rate": 1.795883090078137e-05, "loss": 0.6071, "step": 166144 }, { "epoch": 2.0443269109683917, "grad_norm": 29.587814331054688, "learning_rate": 1.7955685783085165e-05, "loss": 0.5925, "step": 166400 }, { "epoch": 2.0474720576446415, "grad_norm": 10.698874473571777, "learning_rate": 1.7952540665388965e-05, "loss": 0.5915, "step": 166656 }, { "epoch": 2.050617204320891, "grad_norm": 0.34661704301834106, "learning_rate": 1.794939554769276e-05, "loss": 0.4837, "step": 166912 }, { "epoch": 2.0537623509971406, "grad_norm": 36.818572998046875, "learning_rate": 1.794625042999656e-05, "loss": 0.4975, "step": 167168 }, { "epoch": 2.05690749767339, "grad_norm": 42.23927307128906, "learning_rate": 1.7943105312300358e-05, "loss": 0.5837, "step": 167424 }, { "epoch": 2.0600526443496396, "grad_norm": 0.2654969096183777, "learning_rate": 1.7939960194604158e-05, "loss": 0.5952, "step": 167680 }, { "epoch": 2.063197791025889, "grad_norm": 0.4814351201057434, "learning_rate": 1.7936815076907957e-05, "loss": 0.6356, "step": 167936 }, { "epoch": 2.0663429377021387, "grad_norm": 31.562015533447266, "learning_rate": 1.7933669959211757e-05, "loss": 0.5701, "step": 168192 }, { "epoch": 2.069488084378388, "grad_norm": 12.579757690429688, "learning_rate": 1.7930524841515554e-05, "loss": 0.5631, "step": 168448 }, { "epoch": 2.072633231054638, "grad_norm": 9.925857543945312, "learning_rate": 1.7927379723819354e-05, "loss": 0.5403, "step": 168704 }, { "epoch": 2.075778377730887, "grad_norm": 0.050978172570466995, "learning_rate": 1.7924234606123153e-05, "loss": 0.5645, "step": 168960 }, { "epoch": 2.078923524407137, "grad_norm": 0.19265970587730408, "learning_rate": 1.792108948842695e-05, "loss": 0.4889, "step": 169216 }, { "epoch": 2.0820686710833862, "grad_norm": 3.266355514526367, "learning_rate": 1.791794437073075e-05, "loss": 0.581, "step": 169472 }, { "epoch": 2.085213817759636, "grad_norm": 72.87947845458984, "learning_rate": 1.791479925303455e-05, "loss": 0.558, "step": 169728 }, { "epoch": 2.0883589644358853, "grad_norm": 74.64995574951172, "learning_rate": 1.791165413533835e-05, "loss": 0.5541, "step": 169984 }, { "epoch": 2.091504111112135, "grad_norm": 1.039330244064331, "learning_rate": 1.7908509017642146e-05, "loss": 0.5499, "step": 170240 }, { "epoch": 2.0946492577883844, "grad_norm": 3.5702216625213623, "learning_rate": 1.7905363899945945e-05, "loss": 0.5736, "step": 170496 }, { "epoch": 2.097794404464634, "grad_norm": 8.600748062133789, "learning_rate": 1.7902218782249742e-05, "loss": 0.6102, "step": 170752 }, { "epoch": 2.1009395511408835, "grad_norm": 215.6809539794922, "learning_rate": 1.789907366455354e-05, "loss": 0.484, "step": 171008 }, { "epoch": 2.1040846978171333, "grad_norm": 41.94133377075195, "learning_rate": 1.789592854685734e-05, "loss": 0.5928, "step": 171264 }, { "epoch": 2.1072298444933826, "grad_norm": 42.71377182006836, "learning_rate": 1.789278342916114e-05, "loss": 0.5582, "step": 171520 }, { "epoch": 2.1103749911696323, "grad_norm": 162.4323272705078, "learning_rate": 1.7889638311464938e-05, "loss": 0.5142, "step": 171776 }, { "epoch": 2.1135201378458817, "grad_norm": 73.68289947509766, "learning_rate": 1.7886493193768737e-05, "loss": 0.614, "step": 172032 }, { "epoch": 2.1166652845221314, "grad_norm": 59.87325668334961, "learning_rate": 1.7883348076072534e-05, "loss": 0.6868, "step": 172288 }, { "epoch": 2.1198104311983808, "grad_norm": 7.3754682540893555, "learning_rate": 1.7880202958376334e-05, "loss": 0.5943, "step": 172544 }, { "epoch": 2.12295557787463, "grad_norm": 14.087455749511719, "learning_rate": 1.7877057840680133e-05, "loss": 0.6176, "step": 172800 }, { "epoch": 2.12610072455088, "grad_norm": 37.316001892089844, "learning_rate": 1.7873912722983933e-05, "loss": 0.6193, "step": 173056 }, { "epoch": 2.129245871227129, "grad_norm": 9.935317039489746, "learning_rate": 1.787076760528773e-05, "loss": 0.5299, "step": 173312 }, { "epoch": 2.132391017903379, "grad_norm": 74.93743133544922, "learning_rate": 1.786762248759153e-05, "loss": 0.6045, "step": 173568 }, { "epoch": 2.1355361645796282, "grad_norm": 57.48478317260742, "learning_rate": 1.786447736989533e-05, "loss": 0.5091, "step": 173824 }, { "epoch": 2.138681311255878, "grad_norm": 0.18920351564884186, "learning_rate": 1.7861332252199126e-05, "loss": 0.5643, "step": 174080 }, { "epoch": 2.1418264579321273, "grad_norm": 74.21656799316406, "learning_rate": 1.7858187134502925e-05, "loss": 0.6741, "step": 174336 }, { "epoch": 2.144971604608377, "grad_norm": 63.73550033569336, "learning_rate": 1.7855042016806725e-05, "loss": 0.5041, "step": 174592 }, { "epoch": 2.1481167512846264, "grad_norm": 10.951518058776855, "learning_rate": 1.7851896899110525e-05, "loss": 0.5887, "step": 174848 }, { "epoch": 2.151261897960876, "grad_norm": 10.460653305053711, "learning_rate": 1.784875178141432e-05, "loss": 0.5783, "step": 175104 }, { "epoch": 2.1544070446371255, "grad_norm": 114.88678741455078, "learning_rate": 1.784560666371812e-05, "loss": 0.5208, "step": 175360 }, { "epoch": 2.1575521913133753, "grad_norm": 3.5670249462127686, "learning_rate": 1.7842461546021918e-05, "loss": 0.689, "step": 175616 }, { "epoch": 2.1606973379896246, "grad_norm": 1.8214390277862549, "learning_rate": 1.7839316428325718e-05, "loss": 0.6452, "step": 175872 }, { "epoch": 2.1638424846658744, "grad_norm": 118.2511215209961, "learning_rate": 1.7836171310629514e-05, "loss": 0.5467, "step": 176128 }, { "epoch": 2.1669876313421237, "grad_norm": 16.06914710998535, "learning_rate": 1.7833026192933317e-05, "loss": 0.6439, "step": 176384 }, { "epoch": 2.1701327780183735, "grad_norm": 0.31763556599617004, "learning_rate": 1.7829881075237114e-05, "loss": 0.5656, "step": 176640 }, { "epoch": 2.1732779246946228, "grad_norm": 0.7603576183319092, "learning_rate": 1.7826735957540913e-05, "loss": 0.6431, "step": 176896 }, { "epoch": 2.1764230713708725, "grad_norm": 5.1138224601745605, "learning_rate": 1.782359083984471e-05, "loss": 0.598, "step": 177152 }, { "epoch": 2.179568218047122, "grad_norm": 1.4138920307159424, "learning_rate": 1.782044572214851e-05, "loss": 0.5318, "step": 177408 }, { "epoch": 2.1827133647233716, "grad_norm": 25.030061721801758, "learning_rate": 1.781730060445231e-05, "loss": 0.503, "step": 177664 }, { "epoch": 2.185858511399621, "grad_norm": 32.86785125732422, "learning_rate": 1.781415548675611e-05, "loss": 0.5379, "step": 177920 }, { "epoch": 2.1890036580758707, "grad_norm": 10.319305419921875, "learning_rate": 1.7811010369059906e-05, "loss": 0.6281, "step": 178176 }, { "epoch": 2.19214880475212, "grad_norm": 34.57067108154297, "learning_rate": 1.7807865251363705e-05, "loss": 0.586, "step": 178432 }, { "epoch": 2.1952939514283694, "grad_norm": 50.976505279541016, "learning_rate": 1.7804720133667502e-05, "loss": 0.5685, "step": 178688 }, { "epoch": 2.198439098104619, "grad_norm": 55.41228103637695, "learning_rate": 1.78015750159713e-05, "loss": 0.5806, "step": 178944 }, { "epoch": 2.201584244780869, "grad_norm": 5.2850775718688965, "learning_rate": 1.77984298982751e-05, "loss": 0.5684, "step": 179200 }, { "epoch": 2.204729391457118, "grad_norm": 0.21184729039669037, "learning_rate": 1.7795284780578898e-05, "loss": 0.5572, "step": 179456 }, { "epoch": 2.2078745381333675, "grad_norm": 0.21365340054035187, "learning_rate": 1.7792139662882698e-05, "loss": 0.5992, "step": 179712 }, { "epoch": 2.2110196848096173, "grad_norm": 62.57757568359375, "learning_rate": 1.7788994545186497e-05, "loss": 0.581, "step": 179968 }, { "epoch": 2.2141648314858666, "grad_norm": 13.238968849182129, "learning_rate": 1.7785849427490297e-05, "loss": 0.5375, "step": 180224 }, { "epoch": 2.2173099781621164, "grad_norm": 2.853482961654663, "learning_rate": 1.7782704309794094e-05, "loss": 0.5487, "step": 180480 }, { "epoch": 2.2204551248383657, "grad_norm": 34.67491912841797, "learning_rate": 1.7779559192097893e-05, "loss": 0.6092, "step": 180736 }, { "epoch": 2.2236002715146155, "grad_norm": 0.3736776113510132, "learning_rate": 1.777641407440169e-05, "loss": 0.551, "step": 180992 }, { "epoch": 2.226745418190865, "grad_norm": 0.37587207555770874, "learning_rate": 1.7773268956705493e-05, "loss": 0.483, "step": 181248 }, { "epoch": 2.2298905648671146, "grad_norm": 25.50969696044922, "learning_rate": 1.777012383900929e-05, "loss": 0.6624, "step": 181504 }, { "epoch": 2.233035711543364, "grad_norm": 2.3961682319641113, "learning_rate": 1.776697872131309e-05, "loss": 0.6188, "step": 181760 }, { "epoch": 2.2361808582196137, "grad_norm": 20.111602783203125, "learning_rate": 1.7763833603616886e-05, "loss": 0.5118, "step": 182016 }, { "epoch": 2.239326004895863, "grad_norm": 34.49458694458008, "learning_rate": 1.7760688485920686e-05, "loss": 0.6654, "step": 182272 }, { "epoch": 2.2424711515721127, "grad_norm": 0.14177145063877106, "learning_rate": 1.7757543368224482e-05, "loss": 0.5728, "step": 182528 }, { "epoch": 2.245616298248362, "grad_norm": 53.09233474731445, "learning_rate": 1.7754398250528282e-05, "loss": 0.6247, "step": 182784 }, { "epoch": 2.248761444924612, "grad_norm": 9.360284805297852, "learning_rate": 1.775125313283208e-05, "loss": 0.5854, "step": 183040 }, { "epoch": 2.251906591600861, "grad_norm": 302.94085693359375, "learning_rate": 1.774810801513588e-05, "loss": 0.5844, "step": 183296 }, { "epoch": 2.255051738277111, "grad_norm": 27.76773452758789, "learning_rate": 1.7744962897439678e-05, "loss": 0.553, "step": 183552 }, { "epoch": 2.2581968849533602, "grad_norm": 28.039737701416016, "learning_rate": 1.7741817779743478e-05, "loss": 0.6057, "step": 183808 }, { "epoch": 2.26134203162961, "grad_norm": 26.586185455322266, "learning_rate": 1.7738672662047277e-05, "loss": 0.5182, "step": 184064 }, { "epoch": 2.2644871783058593, "grad_norm": 1.7055407762527466, "learning_rate": 1.7735527544351074e-05, "loss": 0.5998, "step": 184320 }, { "epoch": 2.267632324982109, "grad_norm": 31.97067642211914, "learning_rate": 1.7732382426654874e-05, "loss": 0.6007, "step": 184576 }, { "epoch": 2.2707774716583584, "grad_norm": 54.70928192138672, "learning_rate": 1.7729237308958673e-05, "loss": 0.593, "step": 184832 }, { "epoch": 2.273922618334608, "grad_norm": 209.2177276611328, "learning_rate": 1.7726092191262473e-05, "loss": 0.5217, "step": 185088 }, { "epoch": 2.2770677650108575, "grad_norm": 9.360754013061523, "learning_rate": 1.772294707356627e-05, "loss": 0.5291, "step": 185344 }, { "epoch": 2.280212911687107, "grad_norm": 5.770539283752441, "learning_rate": 1.771980195587007e-05, "loss": 0.5612, "step": 185600 }, { "epoch": 2.2833580583633566, "grad_norm": 16.123714447021484, "learning_rate": 1.7716656838173866e-05, "loss": 0.6194, "step": 185856 }, { "epoch": 2.2865032050396064, "grad_norm": 96.44982147216797, "learning_rate": 1.7713511720477666e-05, "loss": 0.6224, "step": 186112 }, { "epoch": 2.2896483517158557, "grad_norm": 17.79292869567871, "learning_rate": 1.7710366602781465e-05, "loss": 0.6006, "step": 186368 }, { "epoch": 2.292793498392105, "grad_norm": 13.114847183227539, "learning_rate": 1.7707221485085265e-05, "loss": 0.509, "step": 186624 }, { "epoch": 2.2959386450683548, "grad_norm": 0.587791919708252, "learning_rate": 1.770407636738906e-05, "loss": 0.5518, "step": 186880 }, { "epoch": 2.299083791744604, "grad_norm": 26.491085052490234, "learning_rate": 1.770093124969286e-05, "loss": 0.499, "step": 187136 }, { "epoch": 2.302228938420854, "grad_norm": 10.07185173034668, "learning_rate": 1.7697786131996658e-05, "loss": 0.5946, "step": 187392 }, { "epoch": 2.305374085097103, "grad_norm": 30.477537155151367, "learning_rate": 1.7694641014300458e-05, "loss": 0.5465, "step": 187648 }, { "epoch": 2.308519231773353, "grad_norm": 10.456851959228516, "learning_rate": 1.7691495896604258e-05, "loss": 0.6194, "step": 187904 }, { "epoch": 2.3116643784496023, "grad_norm": 91.97716522216797, "learning_rate": 1.7688350778908057e-05, "loss": 0.7026, "step": 188160 }, { "epoch": 2.314809525125852, "grad_norm": 55.115169525146484, "learning_rate": 1.7685205661211854e-05, "loss": 0.54, "step": 188416 }, { "epoch": 2.3179546718021014, "grad_norm": 1.1097732782363892, "learning_rate": 1.7682060543515654e-05, "loss": 0.5442, "step": 188672 }, { "epoch": 2.321099818478351, "grad_norm": 10.730279922485352, "learning_rate": 1.7678915425819453e-05, "loss": 0.6763, "step": 188928 }, { "epoch": 2.3242449651546004, "grad_norm": 52.275089263916016, "learning_rate": 1.767577030812325e-05, "loss": 0.5351, "step": 189184 }, { "epoch": 2.32739011183085, "grad_norm": 25.814199447631836, "learning_rate": 1.767262519042705e-05, "loss": 0.5854, "step": 189440 }, { "epoch": 2.3305352585070995, "grad_norm": 2.577927350997925, "learning_rate": 1.766948007273085e-05, "loss": 0.665, "step": 189696 }, { "epoch": 2.3336804051833493, "grad_norm": 79.96446228027344, "learning_rate": 1.7666334955034646e-05, "loss": 0.539, "step": 189952 }, { "epoch": 2.3368255518595986, "grad_norm": 69.51277160644531, "learning_rate": 1.7663189837338446e-05, "loss": 0.6262, "step": 190208 }, { "epoch": 2.3399706985358484, "grad_norm": 2.5235626697540283, "learning_rate": 1.7660044719642245e-05, "loss": 0.6906, "step": 190464 }, { "epoch": 2.3431158452120977, "grad_norm": 0.376371294260025, "learning_rate": 1.7656899601946042e-05, "loss": 0.4951, "step": 190720 }, { "epoch": 2.3462609918883475, "grad_norm": 1.4877338409423828, "learning_rate": 1.765375448424984e-05, "loss": 0.5062, "step": 190976 }, { "epoch": 2.349406138564597, "grad_norm": 0.3933185636997223, "learning_rate": 1.765060936655364e-05, "loss": 0.6049, "step": 191232 }, { "epoch": 2.3525512852408466, "grad_norm": 12.670846939086914, "learning_rate": 1.764746424885744e-05, "loss": 0.5462, "step": 191488 }, { "epoch": 2.355696431917096, "grad_norm": 53.79432678222656, "learning_rate": 1.7644319131161238e-05, "loss": 0.7139, "step": 191744 }, { "epoch": 2.3588415785933456, "grad_norm": 1.4756853580474854, "learning_rate": 1.7641174013465037e-05, "loss": 0.5469, "step": 192000 }, { "epoch": 2.361986725269595, "grad_norm": 83.03379821777344, "learning_rate": 1.7638028895768834e-05, "loss": 0.674, "step": 192256 }, { "epoch": 2.3651318719458443, "grad_norm": 10.190073013305664, "learning_rate": 1.7634883778072634e-05, "loss": 0.4848, "step": 192512 }, { "epoch": 2.368277018622094, "grad_norm": 36.900238037109375, "learning_rate": 1.7631738660376433e-05, "loss": 0.5795, "step": 192768 }, { "epoch": 2.371422165298344, "grad_norm": 68.24728393554688, "learning_rate": 1.7628593542680233e-05, "loss": 0.5965, "step": 193024 }, { "epoch": 2.374567311974593, "grad_norm": 79.47762298583984, "learning_rate": 1.762544842498403e-05, "loss": 0.5524, "step": 193280 }, { "epoch": 2.3777124586508425, "grad_norm": 135.55921936035156, "learning_rate": 1.762230330728783e-05, "loss": 0.578, "step": 193536 }, { "epoch": 2.3808576053270922, "grad_norm": 0.1675976663827896, "learning_rate": 1.7619158189591626e-05, "loss": 0.5636, "step": 193792 }, { "epoch": 2.3840027520033416, "grad_norm": 18.05344581604004, "learning_rate": 1.7616013071895426e-05, "loss": 0.5517, "step": 194048 }, { "epoch": 2.3871478986795913, "grad_norm": 79.73331451416016, "learning_rate": 1.7612867954199226e-05, "loss": 0.6532, "step": 194304 }, { "epoch": 2.3902930453558406, "grad_norm": 49.62660217285156, "learning_rate": 1.7609722836503022e-05, "loss": 0.4925, "step": 194560 }, { "epoch": 2.3934381920320904, "grad_norm": 58.083885192871094, "learning_rate": 1.7606577718806822e-05, "loss": 0.5288, "step": 194816 }, { "epoch": 2.3965833387083397, "grad_norm": 10.650096893310547, "learning_rate": 1.760343260111062e-05, "loss": 0.5335, "step": 195072 }, { "epoch": 2.3997284853845895, "grad_norm": 0.9964665174484253, "learning_rate": 1.760028748341442e-05, "loss": 0.5458, "step": 195328 }, { "epoch": 2.402873632060839, "grad_norm": 2.2392542362213135, "learning_rate": 1.7597142365718218e-05, "loss": 0.5718, "step": 195584 }, { "epoch": 2.4060187787370886, "grad_norm": 53.27199172973633, "learning_rate": 1.7593997248022018e-05, "loss": 0.5768, "step": 195840 }, { "epoch": 2.409163925413338, "grad_norm": 13.158584594726562, "learning_rate": 1.7590852130325814e-05, "loss": 0.5442, "step": 196096 }, { "epoch": 2.4123090720895877, "grad_norm": 56.950069427490234, "learning_rate": 1.7587707012629617e-05, "loss": 0.557, "step": 196352 }, { "epoch": 2.415454218765837, "grad_norm": 4.544313430786133, "learning_rate": 1.7584561894933414e-05, "loss": 0.6388, "step": 196608 }, { "epoch": 2.4185993654420868, "grad_norm": 2.138153076171875, "learning_rate": 1.7581416777237213e-05, "loss": 0.6396, "step": 196864 }, { "epoch": 2.421744512118336, "grad_norm": 183.38082885742188, "learning_rate": 1.757827165954101e-05, "loss": 0.6649, "step": 197120 }, { "epoch": 2.424889658794586, "grad_norm": 0.2938964366912842, "learning_rate": 1.757512654184481e-05, "loss": 0.6024, "step": 197376 }, { "epoch": 2.428034805470835, "grad_norm": 32.94732666015625, "learning_rate": 1.7571981424148606e-05, "loss": 0.6106, "step": 197632 }, { "epoch": 2.431179952147085, "grad_norm": 0.579232931137085, "learning_rate": 1.7568836306452406e-05, "loss": 0.6016, "step": 197888 }, { "epoch": 2.4343250988233343, "grad_norm": 5.028018474578857, "learning_rate": 1.7565691188756206e-05, "loss": 0.4815, "step": 198144 }, { "epoch": 2.4374702454995836, "grad_norm": 0.5712786316871643, "learning_rate": 1.7562546071060005e-05, "loss": 0.5892, "step": 198400 }, { "epoch": 2.4406153921758333, "grad_norm": 2.516390085220337, "learning_rate": 1.7559400953363802e-05, "loss": 0.5869, "step": 198656 }, { "epoch": 2.443760538852083, "grad_norm": 6.842493534088135, "learning_rate": 1.75562558356676e-05, "loss": 0.5179, "step": 198912 }, { "epoch": 2.4469056855283324, "grad_norm": 4.345905780792236, "learning_rate": 1.75531107179714e-05, "loss": 0.5503, "step": 199168 }, { "epoch": 2.4500508322045818, "grad_norm": 9.76185417175293, "learning_rate": 1.7549965600275198e-05, "loss": 0.6533, "step": 199424 }, { "epoch": 2.4531959788808315, "grad_norm": 686.0620727539062, "learning_rate": 1.7546820482578998e-05, "loss": 0.5924, "step": 199680 }, { "epoch": 2.456341125557081, "grad_norm": 0.8740330934524536, "learning_rate": 1.7543675364882797e-05, "loss": 0.5654, "step": 199936 }, { "epoch": 2.4594862722333306, "grad_norm": 24.597936630249023, "learning_rate": 1.7540530247186597e-05, "loss": 0.5796, "step": 200192 }, { "epoch": 2.46263141890958, "grad_norm": 4.8883056640625, "learning_rate": 1.7537385129490394e-05, "loss": 0.461, "step": 200448 }, { "epoch": 2.4657765655858297, "grad_norm": 39.034420013427734, "learning_rate": 1.7534240011794194e-05, "loss": 0.5117, "step": 200704 }, { "epoch": 2.468921712262079, "grad_norm": 56.68083190917969, "learning_rate": 1.753109489409799e-05, "loss": 0.5503, "step": 200960 }, { "epoch": 2.472066858938329, "grad_norm": 4.2078704833984375, "learning_rate": 1.752794977640179e-05, "loss": 0.6026, "step": 201216 }, { "epoch": 2.475212005614578, "grad_norm": 18.32750701904297, "learning_rate": 1.752480465870559e-05, "loss": 0.5886, "step": 201472 }, { "epoch": 2.478357152290828, "grad_norm": 0.15369176864624023, "learning_rate": 1.752165954100939e-05, "loss": 0.5212, "step": 201728 }, { "epoch": 2.481502298967077, "grad_norm": 39.12358856201172, "learning_rate": 1.7518514423313186e-05, "loss": 0.6062, "step": 201984 }, { "epoch": 2.484647445643327, "grad_norm": 1.4621517658233643, "learning_rate": 1.7515369305616986e-05, "loss": 0.5698, "step": 202240 }, { "epoch": 2.4877925923195763, "grad_norm": 0.6439024209976196, "learning_rate": 1.7512224187920782e-05, "loss": 0.6058, "step": 202496 }, { "epoch": 2.490937738995826, "grad_norm": 135.52896118164062, "learning_rate": 1.7509079070224582e-05, "loss": 0.5911, "step": 202752 }, { "epoch": 2.4940828856720754, "grad_norm": 4.252516269683838, "learning_rate": 1.750593395252838e-05, "loss": 0.6971, "step": 203008 }, { "epoch": 2.497228032348325, "grad_norm": 1.9235602617263794, "learning_rate": 1.750278883483218e-05, "loss": 0.4947, "step": 203264 }, { "epoch": 2.5003731790245745, "grad_norm": 40.87093734741211, "learning_rate": 1.7499643717135978e-05, "loss": 0.6329, "step": 203520 }, { "epoch": 2.503518325700824, "grad_norm": 0.918137788772583, "learning_rate": 1.7496498599439778e-05, "loss": 0.5642, "step": 203776 }, { "epoch": 2.5066634723770735, "grad_norm": 1.5068498849868774, "learning_rate": 1.7493353481743577e-05, "loss": 0.5068, "step": 204032 }, { "epoch": 2.509808619053323, "grad_norm": 19.423437118530273, "learning_rate": 1.7490208364047374e-05, "loss": 0.5774, "step": 204288 }, { "epoch": 2.5129537657295726, "grad_norm": 20.438018798828125, "learning_rate": 1.7487063246351174e-05, "loss": 0.5597, "step": 204544 }, { "epoch": 2.5160989124058224, "grad_norm": 510.6248779296875, "learning_rate": 1.7483918128654973e-05, "loss": 0.6073, "step": 204800 }, { "epoch": 2.5192440590820717, "grad_norm": 1.4464325904846191, "learning_rate": 1.748077301095877e-05, "loss": 0.6472, "step": 205056 }, { "epoch": 2.522389205758321, "grad_norm": 93.39960479736328, "learning_rate": 1.747762789326257e-05, "loss": 0.6295, "step": 205312 }, { "epoch": 2.525534352434571, "grad_norm": 28.367328643798828, "learning_rate": 1.747448277556637e-05, "loss": 0.6148, "step": 205568 }, { "epoch": 2.5286794991108206, "grad_norm": 20.399938583374023, "learning_rate": 1.7471337657870166e-05, "loss": 0.5694, "step": 205824 }, { "epoch": 2.53182464578707, "grad_norm": 9.061676025390625, "learning_rate": 1.7468192540173966e-05, "loss": 0.5552, "step": 206080 }, { "epoch": 2.534969792463319, "grad_norm": 3.76851487159729, "learning_rate": 1.7465047422477765e-05, "loss": 0.5089, "step": 206336 }, { "epoch": 2.538114939139569, "grad_norm": 14.37346363067627, "learning_rate": 1.7461902304781565e-05, "loss": 0.5758, "step": 206592 }, { "epoch": 2.5412600858158187, "grad_norm": 228.0797576904297, "learning_rate": 1.7458757187085362e-05, "loss": 0.5911, "step": 206848 }, { "epoch": 2.544405232492068, "grad_norm": 72.00253295898438, "learning_rate": 1.745561206938916e-05, "loss": 0.5609, "step": 207104 }, { "epoch": 2.5475503791683174, "grad_norm": 344.53436279296875, "learning_rate": 1.7452466951692958e-05, "loss": 0.6061, "step": 207360 }, { "epoch": 2.550695525844567, "grad_norm": 1.4079500436782837, "learning_rate": 1.7449321833996758e-05, "loss": 0.5746, "step": 207616 }, { "epoch": 2.5538406725208165, "grad_norm": 0.46861767768859863, "learning_rate": 1.7446176716300554e-05, "loss": 0.5837, "step": 207872 }, { "epoch": 2.5569858191970662, "grad_norm": 7.074849605560303, "learning_rate": 1.7443031598604357e-05, "loss": 0.6091, "step": 208128 }, { "epoch": 2.5601309658733156, "grad_norm": 15.70569133758545, "learning_rate": 1.7439886480908154e-05, "loss": 0.5322, "step": 208384 }, { "epoch": 2.5632761125495653, "grad_norm": 386.5798645019531, "learning_rate": 1.7436741363211954e-05, "loss": 0.6132, "step": 208640 }, { "epoch": 2.5664212592258147, "grad_norm": 83.68233489990234, "learning_rate": 1.743359624551575e-05, "loss": 0.5068, "step": 208896 }, { "epoch": 2.5695664059020644, "grad_norm": 15.298114776611328, "learning_rate": 1.743045112781955e-05, "loss": 0.5663, "step": 209152 }, { "epoch": 2.5727115525783137, "grad_norm": 53.673301696777344, "learning_rate": 1.742730601012335e-05, "loss": 0.593, "step": 209408 }, { "epoch": 2.5758566992545635, "grad_norm": 4.221065521240234, "learning_rate": 1.742416089242715e-05, "loss": 0.6436, "step": 209664 }, { "epoch": 2.579001845930813, "grad_norm": 2.032090425491333, "learning_rate": 1.7421015774730946e-05, "loss": 0.5885, "step": 209920 }, { "epoch": 2.5821469926070626, "grad_norm": 0.4689025580883026, "learning_rate": 1.7417870657034746e-05, "loss": 0.5897, "step": 210176 }, { "epoch": 2.585292139283312, "grad_norm": 103.12809753417969, "learning_rate": 1.7414725539338545e-05, "loss": 0.5506, "step": 210432 }, { "epoch": 2.5884372859595617, "grad_norm": 3.140535354614258, "learning_rate": 1.7411580421642342e-05, "loss": 0.6368, "step": 210688 }, { "epoch": 2.591582432635811, "grad_norm": 23.34222412109375, "learning_rate": 1.740843530394614e-05, "loss": 0.535, "step": 210944 }, { "epoch": 2.5947275793120603, "grad_norm": 2.0860018730163574, "learning_rate": 1.7405290186249938e-05, "loss": 0.6383, "step": 211200 }, { "epoch": 2.59787272598831, "grad_norm": 0.22698965668678284, "learning_rate": 1.740214506855374e-05, "loss": 0.629, "step": 211456 }, { "epoch": 2.60101787266456, "grad_norm": 66.57173919677734, "learning_rate": 1.7398999950857538e-05, "loss": 0.5836, "step": 211712 }, { "epoch": 2.604163019340809, "grad_norm": 19.26184844970703, "learning_rate": 1.7395854833161337e-05, "loss": 0.5722, "step": 211968 }, { "epoch": 2.6073081660170585, "grad_norm": 35.13220977783203, "learning_rate": 1.7392709715465134e-05, "loss": 0.4966, "step": 212224 }, { "epoch": 2.6104533126933083, "grad_norm": 1.4526447057724, "learning_rate": 1.7389564597768934e-05, "loss": 0.5108, "step": 212480 }, { "epoch": 2.613598459369558, "grad_norm": 0.8906441330909729, "learning_rate": 1.738641948007273e-05, "loss": 0.5636, "step": 212736 }, { "epoch": 2.6167436060458074, "grad_norm": 39.04792404174805, "learning_rate": 1.738327436237653e-05, "loss": 0.5521, "step": 212992 }, { "epoch": 2.6198887527220567, "grad_norm": 13.711865425109863, "learning_rate": 1.738012924468033e-05, "loss": 0.5684, "step": 213248 }, { "epoch": 2.6230338993983064, "grad_norm": 76.37763214111328, "learning_rate": 1.737698412698413e-05, "loss": 0.6134, "step": 213504 }, { "epoch": 2.626179046074556, "grad_norm": 81.92778015136719, "learning_rate": 1.7373839009287926e-05, "loss": 0.6392, "step": 213760 }, { "epoch": 2.6293241927508055, "grad_norm": 0.5622560381889343, "learning_rate": 1.7370693891591726e-05, "loss": 0.5139, "step": 214016 }, { "epoch": 2.632469339427055, "grad_norm": 92.07581329345703, "learning_rate": 1.7367548773895526e-05, "loss": 0.5771, "step": 214272 }, { "epoch": 2.6356144861033046, "grad_norm": 7.411790370941162, "learning_rate": 1.7364403656199322e-05, "loss": 0.5158, "step": 214528 }, { "epoch": 2.638759632779554, "grad_norm": 92.85969543457031, "learning_rate": 1.7361258538503122e-05, "loss": 0.6132, "step": 214784 }, { "epoch": 2.6419047794558037, "grad_norm": 44.10087585449219, "learning_rate": 1.735811342080692e-05, "loss": 0.6615, "step": 215040 }, { "epoch": 2.645049926132053, "grad_norm": 88.57605743408203, "learning_rate": 1.735496830311072e-05, "loss": 0.6032, "step": 215296 }, { "epoch": 2.648195072808303, "grad_norm": 25.04104232788086, "learning_rate": 1.7351823185414518e-05, "loss": 0.6359, "step": 215552 }, { "epoch": 2.651340219484552, "grad_norm": 5.337998867034912, "learning_rate": 1.7348678067718318e-05, "loss": 0.5871, "step": 215808 }, { "epoch": 2.654485366160802, "grad_norm": 48.22161865234375, "learning_rate": 1.7345532950022114e-05, "loss": 0.6114, "step": 216064 }, { "epoch": 2.657630512837051, "grad_norm": 1.0288362503051758, "learning_rate": 1.7342387832325914e-05, "loss": 0.658, "step": 216320 }, { "epoch": 2.660775659513301, "grad_norm": 1.7818485498428345, "learning_rate": 1.7339242714629714e-05, "loss": 0.5906, "step": 216576 }, { "epoch": 2.6639208061895503, "grad_norm": 148.84921264648438, "learning_rate": 1.7336097596933513e-05, "loss": 0.6164, "step": 216832 }, { "epoch": 2.6670659528658, "grad_norm": 546.583251953125, "learning_rate": 1.733295247923731e-05, "loss": 0.6501, "step": 217088 }, { "epoch": 2.6702110995420494, "grad_norm": 19.556991577148438, "learning_rate": 1.732980736154111e-05, "loss": 0.5601, "step": 217344 }, { "epoch": 2.673356246218299, "grad_norm": 0.1624416708946228, "learning_rate": 1.7326662243844906e-05, "loss": 0.5389, "step": 217600 }, { "epoch": 2.6765013928945485, "grad_norm": 0.8040470480918884, "learning_rate": 1.7323517126148706e-05, "loss": 0.6163, "step": 217856 }, { "epoch": 2.679646539570798, "grad_norm": 23.409908294677734, "learning_rate": 1.7320372008452506e-05, "loss": 0.6085, "step": 218112 }, { "epoch": 2.6827916862470476, "grad_norm": 36.47003173828125, "learning_rate": 1.7317226890756305e-05, "loss": 0.5895, "step": 218368 }, { "epoch": 2.6859368329232973, "grad_norm": 0.584807276725769, "learning_rate": 1.7314081773060102e-05, "loss": 0.5938, "step": 218624 }, { "epoch": 2.6890819795995466, "grad_norm": 77.03465270996094, "learning_rate": 1.73109366553639e-05, "loss": 0.5505, "step": 218880 }, { "epoch": 2.692227126275796, "grad_norm": 13.01475715637207, "learning_rate": 1.7307791537667698e-05, "loss": 0.6421, "step": 219136 }, { "epoch": 2.6953722729520457, "grad_norm": 14.55999755859375, "learning_rate": 1.7304646419971498e-05, "loss": 0.5396, "step": 219392 }, { "epoch": 2.6985174196282955, "grad_norm": 58.929542541503906, "learning_rate": 1.7301501302275298e-05, "loss": 0.6403, "step": 219648 }, { "epoch": 2.701662566304545, "grad_norm": 60.64753341674805, "learning_rate": 1.7298356184579098e-05, "loss": 0.5928, "step": 219904 }, { "epoch": 2.704807712980794, "grad_norm": 48.01443862915039, "learning_rate": 1.7295211066882894e-05, "loss": 0.614, "step": 220160 }, { "epoch": 2.707952859657044, "grad_norm": 84.26978302001953, "learning_rate": 1.7292065949186694e-05, "loss": 0.5366, "step": 220416 }, { "epoch": 2.7110980063332937, "grad_norm": 1.246039867401123, "learning_rate": 1.7288920831490494e-05, "loss": 0.5209, "step": 220672 }, { "epoch": 2.714243153009543, "grad_norm": 123.53519439697266, "learning_rate": 1.728577571379429e-05, "loss": 0.5139, "step": 220928 }, { "epoch": 2.7173882996857923, "grad_norm": 12.696935653686523, "learning_rate": 1.728263059609809e-05, "loss": 0.5732, "step": 221184 }, { "epoch": 2.720533446362042, "grad_norm": 32.884822845458984, "learning_rate": 1.727948547840189e-05, "loss": 0.6007, "step": 221440 }, { "epoch": 2.7236785930382914, "grad_norm": 3.320554256439209, "learning_rate": 1.727634036070569e-05, "loss": 0.5718, "step": 221696 }, { "epoch": 2.726823739714541, "grad_norm": 1.9137370586395264, "learning_rate": 1.7273195243009486e-05, "loss": 0.5854, "step": 221952 }, { "epoch": 2.7299688863907905, "grad_norm": 6.873824119567871, "learning_rate": 1.7270050125313286e-05, "loss": 0.5018, "step": 222208 }, { "epoch": 2.7331140330670403, "grad_norm": 53.9407958984375, "learning_rate": 1.7266905007617082e-05, "loss": 0.5601, "step": 222464 }, { "epoch": 2.7362591797432896, "grad_norm": 6.90484094619751, "learning_rate": 1.7263759889920882e-05, "loss": 0.5471, "step": 222720 }, { "epoch": 2.7394043264195393, "grad_norm": 70.38066864013672, "learning_rate": 1.7260614772224678e-05, "loss": 0.6211, "step": 222976 }, { "epoch": 2.7425494730957887, "grad_norm": 4.555383205413818, "learning_rate": 1.725746965452848e-05, "loss": 0.5571, "step": 223232 }, { "epoch": 2.7456946197720384, "grad_norm": 4.549954414367676, "learning_rate": 1.7254324536832278e-05, "loss": 0.5378, "step": 223488 }, { "epoch": 2.7488397664482878, "grad_norm": 117.39866638183594, "learning_rate": 1.7251179419136078e-05, "loss": 0.6538, "step": 223744 }, { "epoch": 2.7519849131245375, "grad_norm": 61.44218063354492, "learning_rate": 1.7248034301439874e-05, "loss": 0.6754, "step": 224000 }, { "epoch": 2.755130059800787, "grad_norm": 5.581026554107666, "learning_rate": 1.7244889183743674e-05, "loss": 0.5284, "step": 224256 }, { "epoch": 2.7582752064770366, "grad_norm": 0.45108968019485474, "learning_rate": 1.7241744066047474e-05, "loss": 0.5066, "step": 224512 }, { "epoch": 2.761420353153286, "grad_norm": 45.785667419433594, "learning_rate": 1.7238598948351273e-05, "loss": 0.5734, "step": 224768 }, { "epoch": 2.7645654998295353, "grad_norm": 67.40306091308594, "learning_rate": 1.723545383065507e-05, "loss": 0.5598, "step": 225024 }, { "epoch": 2.767710646505785, "grad_norm": 15.22658920288086, "learning_rate": 1.723230871295887e-05, "loss": 0.6087, "step": 225280 }, { "epoch": 2.770855793182035, "grad_norm": 33.362953186035156, "learning_rate": 1.722916359526267e-05, "loss": 0.6499, "step": 225536 }, { "epoch": 2.774000939858284, "grad_norm": 220.8497772216797, "learning_rate": 1.7226018477566466e-05, "loss": 0.625, "step": 225792 }, { "epoch": 2.7771460865345334, "grad_norm": 140.84242248535156, "learning_rate": 1.7222873359870266e-05, "loss": 0.5851, "step": 226048 }, { "epoch": 2.780291233210783, "grad_norm": 0.5248227119445801, "learning_rate": 1.7219728242174062e-05, "loss": 0.5649, "step": 226304 }, { "epoch": 2.783436379887033, "grad_norm": 5.1078596115112305, "learning_rate": 1.7216583124477865e-05, "loss": 0.5151, "step": 226560 }, { "epoch": 2.7865815265632823, "grad_norm": 132.41030883789062, "learning_rate": 1.7213438006781662e-05, "loss": 0.6367, "step": 226816 }, { "epoch": 2.7897266732395316, "grad_norm": 4.824883937835693, "learning_rate": 1.721029288908546e-05, "loss": 0.5625, "step": 227072 }, { "epoch": 2.7928718199157814, "grad_norm": 31.026464462280273, "learning_rate": 1.7207147771389258e-05, "loss": 0.7072, "step": 227328 }, { "epoch": 2.796016966592031, "grad_norm": 23.662321090698242, "learning_rate": 1.7204002653693058e-05, "loss": 0.5188, "step": 227584 }, { "epoch": 2.7991621132682805, "grad_norm": 2.1527605056762695, "learning_rate": 1.7200857535996854e-05, "loss": 0.6014, "step": 227840 }, { "epoch": 2.80230725994453, "grad_norm": 37.09303665161133, "learning_rate": 1.7197712418300657e-05, "loss": 0.5671, "step": 228096 }, { "epoch": 2.8054524066207795, "grad_norm": 38.7642707824707, "learning_rate": 1.7194567300604454e-05, "loss": 0.5931, "step": 228352 }, { "epoch": 2.808597553297029, "grad_norm": 32.17414855957031, "learning_rate": 1.7191422182908254e-05, "loss": 0.58, "step": 228608 }, { "epoch": 2.8117426999732786, "grad_norm": 38.99076843261719, "learning_rate": 1.718827706521205e-05, "loss": 0.5142, "step": 228864 }, { "epoch": 2.814887846649528, "grad_norm": 4.88992166519165, "learning_rate": 1.718513194751585e-05, "loss": 0.5777, "step": 229120 }, { "epoch": 2.8180329933257777, "grad_norm": 11.647442817687988, "learning_rate": 1.718198682981965e-05, "loss": 0.5391, "step": 229376 }, { "epoch": 2.821178140002027, "grad_norm": 2.532973051071167, "learning_rate": 1.7178841712123446e-05, "loss": 0.5705, "step": 229632 }, { "epoch": 2.824323286678277, "grad_norm": 8.589701652526855, "learning_rate": 1.7175696594427246e-05, "loss": 0.5046, "step": 229888 }, { "epoch": 2.827468433354526, "grad_norm": 1.0302560329437256, "learning_rate": 1.7172551476731046e-05, "loss": 0.6222, "step": 230144 }, { "epoch": 2.830613580030776, "grad_norm": 103.66107940673828, "learning_rate": 1.7169406359034842e-05, "loss": 0.5188, "step": 230400 }, { "epoch": 2.833758726707025, "grad_norm": 7.879088401794434, "learning_rate": 1.7166261241338642e-05, "loss": 0.5781, "step": 230656 }, { "epoch": 2.836903873383275, "grad_norm": 38.58749008178711, "learning_rate": 1.716311612364244e-05, "loss": 0.5144, "step": 230912 }, { "epoch": 2.8400490200595243, "grad_norm": 2.055776357650757, "learning_rate": 1.7159971005946238e-05, "loss": 0.5865, "step": 231168 }, { "epoch": 2.843194166735774, "grad_norm": 15.951428413391113, "learning_rate": 1.7156825888250038e-05, "loss": 0.5366, "step": 231424 }, { "epoch": 2.8463393134120234, "grad_norm": 7.423271656036377, "learning_rate": 1.7153680770553838e-05, "loss": 0.6002, "step": 231680 }, { "epoch": 2.8494844600882727, "grad_norm": 72.87504577636719, "learning_rate": 1.7150535652857637e-05, "loss": 0.5843, "step": 231936 }, { "epoch": 2.8526296067645225, "grad_norm": 2.404435873031616, "learning_rate": 1.7147390535161434e-05, "loss": 0.5868, "step": 232192 }, { "epoch": 2.8557747534407723, "grad_norm": 41.06608200073242, "learning_rate": 1.7144245417465234e-05, "loss": 0.6576, "step": 232448 }, { "epoch": 2.8589199001170216, "grad_norm": 48.31210708618164, "learning_rate": 1.714110029976903e-05, "loss": 0.6732, "step": 232704 }, { "epoch": 2.862065046793271, "grad_norm": 20.90900993347168, "learning_rate": 1.713795518207283e-05, "loss": 0.6019, "step": 232960 }, { "epoch": 2.8652101934695207, "grad_norm": 5.697980880737305, "learning_rate": 1.713481006437663e-05, "loss": 0.5865, "step": 233216 }, { "epoch": 2.8683553401457704, "grad_norm": 187.47190856933594, "learning_rate": 1.713166494668043e-05, "loss": 0.5561, "step": 233472 }, { "epoch": 2.8715004868220197, "grad_norm": 18.154407501220703, "learning_rate": 1.7128519828984226e-05, "loss": 0.6007, "step": 233728 }, { "epoch": 2.874645633498269, "grad_norm": 12.933354377746582, "learning_rate": 1.7125374711288026e-05, "loss": 0.5769, "step": 233984 }, { "epoch": 2.877790780174519, "grad_norm": 28.97356414794922, "learning_rate": 1.7122229593591822e-05, "loss": 0.6301, "step": 234240 }, { "epoch": 2.880935926850768, "grad_norm": 113.57801818847656, "learning_rate": 1.7119084475895622e-05, "loss": 0.5929, "step": 234496 }, { "epoch": 2.884081073527018, "grad_norm": 1.659719705581665, "learning_rate": 1.7115939358199422e-05, "loss": 0.4997, "step": 234752 }, { "epoch": 2.8872262202032672, "grad_norm": 9.596588134765625, "learning_rate": 1.711279424050322e-05, "loss": 0.5403, "step": 235008 }, { "epoch": 2.890371366879517, "grad_norm": 2.0734522342681885, "learning_rate": 1.7109649122807018e-05, "loss": 0.6429, "step": 235264 }, { "epoch": 2.8935165135557663, "grad_norm": 65.2406997680664, "learning_rate": 1.7106504005110818e-05, "loss": 0.5299, "step": 235520 }, { "epoch": 2.896661660232016, "grad_norm": 87.21231079101562, "learning_rate": 1.7103358887414618e-05, "loss": 0.4749, "step": 235776 }, { "epoch": 2.8998068069082654, "grad_norm": 406.5826721191406, "learning_rate": 1.7100213769718414e-05, "loss": 0.5804, "step": 236032 }, { "epoch": 2.902951953584515, "grad_norm": 0.7037609219551086, "learning_rate": 1.7097068652022214e-05, "loss": 0.6237, "step": 236288 }, { "epoch": 2.9060971002607645, "grad_norm": 1.434501051902771, "learning_rate": 1.7093923534326014e-05, "loss": 0.5232, "step": 236544 }, { "epoch": 2.9092422469370143, "grad_norm": 29.717830657958984, "learning_rate": 1.7090778416629813e-05, "loss": 0.527, "step": 236800 }, { "epoch": 2.9123873936132636, "grad_norm": 178.4339141845703, "learning_rate": 1.708763329893361e-05, "loss": 0.5354, "step": 237056 }, { "epoch": 2.9155325402895134, "grad_norm": 3.884004592895508, "learning_rate": 1.708448818123741e-05, "loss": 0.636, "step": 237312 }, { "epoch": 2.9186776869657627, "grad_norm": 63.62284851074219, "learning_rate": 1.7081343063541206e-05, "loss": 0.5072, "step": 237568 }, { "epoch": 2.921822833642012, "grad_norm": 43.29448699951172, "learning_rate": 1.7078197945845006e-05, "loss": 0.6166, "step": 237824 }, { "epoch": 2.9249679803182618, "grad_norm": 72.13641357421875, "learning_rate": 1.7075052828148802e-05, "loss": 0.5611, "step": 238080 }, { "epoch": 2.9281131269945115, "grad_norm": 117.06077575683594, "learning_rate": 1.7071907710452605e-05, "loss": 0.5221, "step": 238336 }, { "epoch": 2.931258273670761, "grad_norm": 67.11541748046875, "learning_rate": 1.7068762592756402e-05, "loss": 0.5006, "step": 238592 }, { "epoch": 2.93440342034701, "grad_norm": 0.4315754473209381, "learning_rate": 1.7065617475060202e-05, "loss": 0.5729, "step": 238848 }, { "epoch": 2.93754856702326, "grad_norm": 0.7335332036018372, "learning_rate": 1.7062472357363998e-05, "loss": 0.5596, "step": 239104 }, { "epoch": 2.9406937136995097, "grad_norm": 59.091670989990234, "learning_rate": 1.7059327239667798e-05, "loss": 0.5833, "step": 239360 }, { "epoch": 2.943838860375759, "grad_norm": 26.088376998901367, "learning_rate": 1.7056182121971598e-05, "loss": 0.6299, "step": 239616 }, { "epoch": 2.9469840070520084, "grad_norm": 0.3894733190536499, "learning_rate": 1.7053037004275398e-05, "loss": 0.5532, "step": 239872 }, { "epoch": 2.950129153728258, "grad_norm": 0.1327989399433136, "learning_rate": 1.7049891886579194e-05, "loss": 0.5185, "step": 240128 }, { "epoch": 2.953274300404508, "grad_norm": 66.7145004272461, "learning_rate": 1.7046746768882994e-05, "loss": 0.5133, "step": 240384 }, { "epoch": 2.956419447080757, "grad_norm": 288.0764465332031, "learning_rate": 1.7043601651186794e-05, "loss": 0.5056, "step": 240640 }, { "epoch": 2.9595645937570065, "grad_norm": 1.068016529083252, "learning_rate": 1.704045653349059e-05, "loss": 0.5286, "step": 240896 }, { "epoch": 2.9627097404332563, "grad_norm": 0.3362673223018646, "learning_rate": 1.703731141579439e-05, "loss": 0.592, "step": 241152 }, { "epoch": 2.9658548871095056, "grad_norm": 10.113340377807617, "learning_rate": 1.7034166298098186e-05, "loss": 0.5605, "step": 241408 }, { "epoch": 2.9690000337857554, "grad_norm": 282.2839050292969, "learning_rate": 1.7031021180401986e-05, "loss": 0.5699, "step": 241664 }, { "epoch": 2.9721451804620047, "grad_norm": 3.803244113922119, "learning_rate": 1.7027876062705786e-05, "loss": 0.6502, "step": 241920 }, { "epoch": 2.9752903271382545, "grad_norm": 2.9723453521728516, "learning_rate": 1.7024730945009586e-05, "loss": 0.5807, "step": 242176 }, { "epoch": 2.978435473814504, "grad_norm": 56.946449279785156, "learning_rate": 1.7021585827313382e-05, "loss": 0.6497, "step": 242432 }, { "epoch": 2.9815806204907536, "grad_norm": 9.507156372070312, "learning_rate": 1.7018440709617182e-05, "loss": 0.5437, "step": 242688 }, { "epoch": 2.984725767167003, "grad_norm": 54.93104553222656, "learning_rate": 1.7015295591920978e-05, "loss": 0.5746, "step": 242944 }, { "epoch": 2.9878709138432527, "grad_norm": 608.7354125976562, "learning_rate": 1.701215047422478e-05, "loss": 0.5767, "step": 243200 }, { "epoch": 2.991016060519502, "grad_norm": 0.44110745191574097, "learning_rate": 1.7009005356528578e-05, "loss": 0.4886, "step": 243456 }, { "epoch": 2.9941612071957517, "grad_norm": 5.9228010177612305, "learning_rate": 1.7005860238832378e-05, "loss": 0.7261, "step": 243712 }, { "epoch": 2.997306353872001, "grad_norm": 10.245580673217773, "learning_rate": 1.7002715121136174e-05, "loss": 0.5409, "step": 243968 }, { "epoch": 3.0, "eval_AGE": { "f1": 0.9627531597380844, "number": 32192, "precision": 0.9442619033395065, "recall": 0.9819831013916501 }, "eval_BUILDINGNUM": { "f1": 0.9776639978007629, "number": 28889, "precision": 0.9705932521406885, "recall": 0.9848385198518467 }, "eval_CITY": { "f1": 0.9662582155718513, "number": 41669, "precision": 0.9571462208617848, "recall": 0.9755453694593103 }, "eval_DATE": { "f1": 0.9970651342886034, "number": 80940, "precision": 0.9951752658526979, "recall": 0.9989621942179392 }, "eval_EMAIL": { "f1": 0.9963071660414764, "number": 51445, "precision": 0.9961909944225276, "recall": 0.9964233647584799 }, "eval_GENDER": { "f1": 0.9727332930235236, "number": 17457, "precision": 0.9778858399907375, "recall": 0.9676347596952511 }, "eval_GIVENNAME": { "f1": 0.9249527325780471, "number": 100350, "precision": 0.9212360250289138, "recall": 0.9286995515695067 }, "eval_IDCARDNUM": { "f1": 0.9027978721036348, "number": 22068, "precision": 0.8871779167942605, "recall": 0.9189777052746058 }, "eval_PASSPORTNUM": { "f1": 0.9174223279322135, "number": 12959, "precision": 0.8848662986594021, "recall": 0.9524654680145073 }, "eval_SEX": { "f1": 0.9671593330402137, "number": 14570, "precision": 0.9533906781356272, "recall": 0.9813315030885381 }, "eval_SOCIALNUM": { "f1": 0.9133946670824886, "number": 15327, "precision": 0.8748954474847652, "recall": 0.9554381157434593 }, "eval_STREET": { "f1": 0.9728207380040277, "number": 32803, "precision": 0.9664259927797834, "recall": 0.9793006737188672 }, "eval_SURNAME": { "f1": 0.9181983461380564, "number": 85192, "precision": 0.9175203356853184, "recall": 0.9188773593764673 }, "eval_TELEPHONENUM": { "f1": 0.9914734842872345, "number": 36941, "precision": 0.9867285109121132, "recall": 0.9962643133645543 }, "eval_ZIPCODE": { "f1": 0.979114041032592, "number": 24346, "precision": 0.9790939335441738, "recall": 0.9791341493469153 }, "eval_overall_accuracy": 0.9925094738116392, "eval_overall_f1": 0.9573807470200791, "eval_overall_precision": 0.9510517244513335, "eval_overall_recall": 0.9637945701903046, "eval_runtime": 3723.6953, "eval_samples_per_second": 87.435, "eval_steps_per_second": 43.718, "step": 244188 }, { "epoch": 3.0004422862513476, "grad_norm": 0.4948091506958008, "learning_rate": 1.6999570003439974e-05, "loss": 0.5349, "step": 244224 }, { "epoch": 3.0035874329275973, "grad_norm": 72.91806030273438, "learning_rate": 1.699642488574377e-05, "loss": 0.5571, "step": 244480 }, { "epoch": 3.0067325796038467, "grad_norm": 4.478951930999756, "learning_rate": 1.699327976804757e-05, "loss": 0.5523, "step": 244736 }, { "epoch": 3.009877726280096, "grad_norm": 16.737342834472656, "learning_rate": 1.699013465035137e-05, "loss": 0.4609, "step": 244992 }, { "epoch": 3.0130228729563457, "grad_norm": 17.36398696899414, "learning_rate": 1.698698953265517e-05, "loss": 0.4823, "step": 245248 }, { "epoch": 3.016168019632595, "grad_norm": 82.36427307128906, "learning_rate": 1.6983844414958966e-05, "loss": 0.5111, "step": 245504 }, { "epoch": 3.019313166308845, "grad_norm": 26.42330551147461, "learning_rate": 1.6980699297262766e-05, "loss": 0.4467, "step": 245760 }, { "epoch": 3.022458312985094, "grad_norm": 7.848747253417969, "learning_rate": 1.6977554179566566e-05, "loss": 0.5018, "step": 246016 }, { "epoch": 3.025603459661344, "grad_norm": 2.3885860443115234, "learning_rate": 1.6974409061870362e-05, "loss": 0.5183, "step": 246272 }, { "epoch": 3.0287486063375932, "grad_norm": 15.767975807189941, "learning_rate": 1.6971263944174162e-05, "loss": 0.5469, "step": 246528 }, { "epoch": 3.031893753013843, "grad_norm": 16.330413818359375, "learning_rate": 1.6968118826477962e-05, "loss": 0.451, "step": 246784 }, { "epoch": 3.0350388996900923, "grad_norm": 0.34589022397994995, "learning_rate": 1.696497370878176e-05, "loss": 0.4811, "step": 247040 }, { "epoch": 3.038184046366342, "grad_norm": 26.566730499267578, "learning_rate": 1.6961828591085558e-05, "loss": 0.5117, "step": 247296 }, { "epoch": 3.0413291930425914, "grad_norm": 0.23913775384426117, "learning_rate": 1.6958683473389358e-05, "loss": 0.4433, "step": 247552 }, { "epoch": 3.044474339718841, "grad_norm": 1.7148301601409912, "learning_rate": 1.6955538355693154e-05, "loss": 0.469, "step": 247808 }, { "epoch": 3.0476194863950905, "grad_norm": 0.237884521484375, "learning_rate": 1.6952393237996954e-05, "loss": 0.4618, "step": 248064 }, { "epoch": 3.0507646330713403, "grad_norm": 25.270477294921875, "learning_rate": 1.6949248120300754e-05, "loss": 0.4415, "step": 248320 }, { "epoch": 3.0539097797475896, "grad_norm": 598.02197265625, "learning_rate": 1.6946103002604554e-05, "loss": 0.4995, "step": 248576 }, { "epoch": 3.0570549264238394, "grad_norm": 62.90739440917969, "learning_rate": 1.694295788490835e-05, "loss": 0.3828, "step": 248832 }, { "epoch": 3.0602000731000887, "grad_norm": 0.3220573365688324, "learning_rate": 1.693981276721215e-05, "loss": 0.4903, "step": 249088 }, { "epoch": 3.0633452197763384, "grad_norm": 6.804289817810059, "learning_rate": 1.6936667649515946e-05, "loss": 0.4257, "step": 249344 }, { "epoch": 3.0664903664525878, "grad_norm": 0.06001316010951996, "learning_rate": 1.6933522531819746e-05, "loss": 0.5471, "step": 249600 }, { "epoch": 3.0696355131288375, "grad_norm": 43.54471206665039, "learning_rate": 1.6930377414123546e-05, "loss": 0.4339, "step": 249856 }, { "epoch": 3.072780659805087, "grad_norm": 0.04313374683260918, "learning_rate": 1.6927232296427346e-05, "loss": 0.5475, "step": 250112 }, { "epoch": 3.0759258064813366, "grad_norm": 1.3913486003875732, "learning_rate": 1.6924087178731142e-05, "loss": 0.4765, "step": 250368 }, { "epoch": 3.079070953157586, "grad_norm": 1.6977300643920898, "learning_rate": 1.6920942061034942e-05, "loss": 0.4393, "step": 250624 }, { "epoch": 3.0822160998338357, "grad_norm": 228.96875, "learning_rate": 1.691779694333874e-05, "loss": 0.6406, "step": 250880 }, { "epoch": 3.085361246510085, "grad_norm": 155.6009063720703, "learning_rate": 1.6914651825642538e-05, "loss": 0.4764, "step": 251136 }, { "epoch": 3.088506393186335, "grad_norm": 0.21487553417682648, "learning_rate": 1.6911506707946338e-05, "loss": 0.5206, "step": 251392 }, { "epoch": 3.091651539862584, "grad_norm": 31.710140228271484, "learning_rate": 1.6908361590250138e-05, "loss": 0.5498, "step": 251648 }, { "epoch": 3.0947966865388334, "grad_norm": 18.11326026916504, "learning_rate": 1.6905216472553938e-05, "loss": 0.4761, "step": 251904 }, { "epoch": 3.097941833215083, "grad_norm": 0.6825530529022217, "learning_rate": 1.6902071354857734e-05, "loss": 0.4681, "step": 252160 }, { "epoch": 3.1010869798913325, "grad_norm": 0.8099691271781921, "learning_rate": 1.6898926237161534e-05, "loss": 0.5021, "step": 252416 }, { "epoch": 3.1042321265675823, "grad_norm": 0.22034801542758942, "learning_rate": 1.689578111946533e-05, "loss": 0.5279, "step": 252672 }, { "epoch": 3.1073772732438316, "grad_norm": 2.8035099506378174, "learning_rate": 1.689263600176913e-05, "loss": 0.5461, "step": 252928 }, { "epoch": 3.1105224199200814, "grad_norm": 2.394355535507202, "learning_rate": 1.6889490884072926e-05, "loss": 0.4819, "step": 253184 }, { "epoch": 3.1136675665963307, "grad_norm": 44.298828125, "learning_rate": 1.688634576637673e-05, "loss": 0.4995, "step": 253440 }, { "epoch": 3.1168127132725805, "grad_norm": 11.29290771484375, "learning_rate": 1.6883200648680526e-05, "loss": 0.5052, "step": 253696 }, { "epoch": 3.11995785994883, "grad_norm": 0.14054346084594727, "learning_rate": 1.6880055530984326e-05, "loss": 0.4331, "step": 253952 }, { "epoch": 3.1231030066250796, "grad_norm": 65.63410186767578, "learning_rate": 1.6876910413288122e-05, "loss": 0.5042, "step": 254208 }, { "epoch": 3.126248153301329, "grad_norm": 4.680383205413818, "learning_rate": 1.6873765295591922e-05, "loss": 0.5132, "step": 254464 }, { "epoch": 3.1293932999775786, "grad_norm": 3.124560594558716, "learning_rate": 1.6870620177895722e-05, "loss": 0.4592, "step": 254720 }, { "epoch": 3.132538446653828, "grad_norm": 1.1461992263793945, "learning_rate": 1.686747506019952e-05, "loss": 0.4445, "step": 254976 }, { "epoch": 3.1356835933300777, "grad_norm": 13.09837532043457, "learning_rate": 1.6864329942503318e-05, "loss": 0.544, "step": 255232 }, { "epoch": 3.138828740006327, "grad_norm": 211.1959228515625, "learning_rate": 1.6861184824807118e-05, "loss": 0.474, "step": 255488 }, { "epoch": 3.141973886682577, "grad_norm": 222.2516632080078, "learning_rate": 1.6858039707110914e-05, "loss": 0.4765, "step": 255744 }, { "epoch": 3.145119033358826, "grad_norm": 10.772210121154785, "learning_rate": 1.6854894589414714e-05, "loss": 0.5102, "step": 256000 }, { "epoch": 3.148264180035076, "grad_norm": 4.446112155914307, "learning_rate": 1.6851749471718514e-05, "loss": 0.5625, "step": 256256 }, { "epoch": 3.1514093267113252, "grad_norm": 0.4195280373096466, "learning_rate": 1.684860435402231e-05, "loss": 0.553, "step": 256512 }, { "epoch": 3.154554473387575, "grad_norm": 1.3770719766616821, "learning_rate": 1.684545923632611e-05, "loss": 0.4071, "step": 256768 }, { "epoch": 3.1576996200638243, "grad_norm": 0.2291870266199112, "learning_rate": 1.684231411862991e-05, "loss": 0.4442, "step": 257024 }, { "epoch": 3.160844766740074, "grad_norm": 187.40231323242188, "learning_rate": 1.683916900093371e-05, "loss": 0.4538, "step": 257280 }, { "epoch": 3.1639899134163234, "grad_norm": 0.19226644933223724, "learning_rate": 1.6836023883237506e-05, "loss": 0.5483, "step": 257536 }, { "epoch": 3.167135060092573, "grad_norm": 0.3161170482635498, "learning_rate": 1.6832878765541306e-05, "loss": 0.5218, "step": 257792 }, { "epoch": 3.1702802067688225, "grad_norm": 21.98072624206543, "learning_rate": 1.6829733647845102e-05, "loss": 0.4609, "step": 258048 }, { "epoch": 3.1734253534450723, "grad_norm": 0.3211471438407898, "learning_rate": 1.6826588530148906e-05, "loss": 0.4235, "step": 258304 }, { "epoch": 3.1765705001213216, "grad_norm": 197.44752502441406, "learning_rate": 1.6823443412452702e-05, "loss": 0.4854, "step": 258560 }, { "epoch": 3.179715646797571, "grad_norm": 216.93283081054688, "learning_rate": 1.6820298294756502e-05, "loss": 0.5095, "step": 258816 }, { "epoch": 3.1828607934738207, "grad_norm": 0.3522017002105713, "learning_rate": 1.6817153177060298e-05, "loss": 0.5051, "step": 259072 }, { "epoch": 3.18600594015007, "grad_norm": 58.243167877197266, "learning_rate": 1.6814008059364098e-05, "loss": 0.4807, "step": 259328 }, { "epoch": 3.1891510868263198, "grad_norm": 13.860437393188477, "learning_rate": 1.6810862941667894e-05, "loss": 0.5928, "step": 259584 }, { "epoch": 3.192296233502569, "grad_norm": 62.33819580078125, "learning_rate": 1.6807717823971694e-05, "loss": 0.4755, "step": 259840 }, { "epoch": 3.195441380178819, "grad_norm": 314.954833984375, "learning_rate": 1.6804572706275494e-05, "loss": 0.4656, "step": 260096 }, { "epoch": 3.198586526855068, "grad_norm": 0.050347741693258286, "learning_rate": 1.6801427588579294e-05, "loss": 0.5019, "step": 260352 }, { "epoch": 3.201731673531318, "grad_norm": 12.184664726257324, "learning_rate": 1.679828247088309e-05, "loss": 0.4917, "step": 260608 }, { "epoch": 3.2048768202075673, "grad_norm": 0.3007303476333618, "learning_rate": 1.679513735318689e-05, "loss": 0.5304, "step": 260864 }, { "epoch": 3.208021966883817, "grad_norm": 3.9271748065948486, "learning_rate": 1.679199223549069e-05, "loss": 0.4712, "step": 261120 }, { "epoch": 3.2111671135600663, "grad_norm": 25.460609436035156, "learning_rate": 1.6788847117794486e-05, "loss": 0.6045, "step": 261376 }, { "epoch": 3.214312260236316, "grad_norm": 465.91766357421875, "learning_rate": 1.6785702000098286e-05, "loss": 0.5178, "step": 261632 }, { "epoch": 3.2174574069125654, "grad_norm": 1.2809616327285767, "learning_rate": 1.6782556882402086e-05, "loss": 0.5214, "step": 261888 }, { "epoch": 3.220602553588815, "grad_norm": 1.410000205039978, "learning_rate": 1.6779411764705886e-05, "loss": 0.5069, "step": 262144 }, { "epoch": 3.2237477002650645, "grad_norm": 1.05242919921875, "learning_rate": 1.6776266647009682e-05, "loss": 0.5353, "step": 262400 }, { "epoch": 3.2268928469413143, "grad_norm": 2.205047607421875, "learning_rate": 1.6773121529313482e-05, "loss": 0.611, "step": 262656 }, { "epoch": 3.2300379936175636, "grad_norm": 0.5542662739753723, "learning_rate": 1.6769976411617278e-05, "loss": 0.4971, "step": 262912 }, { "epoch": 3.2331831402938134, "grad_norm": 182.70164489746094, "learning_rate": 1.6766831293921078e-05, "loss": 0.4656, "step": 263168 }, { "epoch": 3.2363282869700627, "grad_norm": 0.3895760178565979, "learning_rate": 1.6763686176224878e-05, "loss": 0.5441, "step": 263424 }, { "epoch": 3.2394734336463125, "grad_norm": 1.8494099378585815, "learning_rate": 1.6760541058528678e-05, "loss": 0.494, "step": 263680 }, { "epoch": 3.242618580322562, "grad_norm": 108.67359161376953, "learning_rate": 1.6757395940832474e-05, "loss": 0.5363, "step": 263936 }, { "epoch": 3.2457637269988115, "grad_norm": 0.44472789764404297, "learning_rate": 1.6754250823136274e-05, "loss": 0.5913, "step": 264192 }, { "epoch": 3.248908873675061, "grad_norm": 94.2912368774414, "learning_rate": 1.675110570544007e-05, "loss": 0.5095, "step": 264448 }, { "epoch": 3.25205402035131, "grad_norm": 20.682180404663086, "learning_rate": 1.674796058774387e-05, "loss": 0.4988, "step": 264704 }, { "epoch": 3.25519916702756, "grad_norm": 0.455321341753006, "learning_rate": 1.674481547004767e-05, "loss": 0.5389, "step": 264960 }, { "epoch": 3.2583443137038097, "grad_norm": 34.81191635131836, "learning_rate": 1.674167035235147e-05, "loss": 0.5167, "step": 265216 }, { "epoch": 3.261489460380059, "grad_norm": 1.3689322471618652, "learning_rate": 1.6738525234655266e-05, "loss": 0.4903, "step": 265472 }, { "epoch": 3.2646346070563084, "grad_norm": 53.11245346069336, "learning_rate": 1.6735380116959066e-05, "loss": 0.4854, "step": 265728 }, { "epoch": 3.267779753732558, "grad_norm": 3.8486721515655518, "learning_rate": 1.6732234999262866e-05, "loss": 0.4486, "step": 265984 }, { "epoch": 3.2709249004088075, "grad_norm": 1.543716311454773, "learning_rate": 1.6729089881566662e-05, "loss": 0.4874, "step": 266240 }, { "epoch": 3.2740700470850572, "grad_norm": 0.47223401069641113, "learning_rate": 1.6725944763870462e-05, "loss": 0.4081, "step": 266496 }, { "epoch": 3.2772151937613065, "grad_norm": 18.2301025390625, "learning_rate": 1.6722799646174262e-05, "loss": 0.5056, "step": 266752 }, { "epoch": 3.2803603404375563, "grad_norm": 0.7127645015716553, "learning_rate": 1.6719654528478058e-05, "loss": 0.5375, "step": 267008 }, { "epoch": 3.2835054871138056, "grad_norm": 0.5302969813346863, "learning_rate": 1.6716509410781858e-05, "loss": 0.5051, "step": 267264 }, { "epoch": 3.2866506337900554, "grad_norm": 23.452619552612305, "learning_rate": 1.6713364293085658e-05, "loss": 0.4686, "step": 267520 }, { "epoch": 3.2897957804663047, "grad_norm": 95.13858795166016, "learning_rate": 1.6710219175389454e-05, "loss": 0.5505, "step": 267776 }, { "epoch": 3.2929409271425545, "grad_norm": 231.501708984375, "learning_rate": 1.6707074057693254e-05, "loss": 0.5001, "step": 268032 }, { "epoch": 3.296086073818804, "grad_norm": 3.7133214473724365, "learning_rate": 1.6703928939997054e-05, "loss": 0.4919, "step": 268288 }, { "epoch": 3.2992312204950536, "grad_norm": 6.527437686920166, "learning_rate": 1.6700783822300854e-05, "loss": 0.5303, "step": 268544 }, { "epoch": 3.302376367171303, "grad_norm": 0.9041167497634888, "learning_rate": 1.669763870460465e-05, "loss": 0.5724, "step": 268800 }, { "epoch": 3.3055215138475527, "grad_norm": 37.12371826171875, "learning_rate": 1.669449358690845e-05, "loss": 0.5259, "step": 269056 }, { "epoch": 3.308666660523802, "grad_norm": 1.0556756258010864, "learning_rate": 1.6691348469212246e-05, "loss": 0.4594, "step": 269312 }, { "epoch": 3.3118118072000517, "grad_norm": 0.1722612977027893, "learning_rate": 1.6688203351516046e-05, "loss": 0.573, "step": 269568 }, { "epoch": 3.314956953876301, "grad_norm": 1.3218982219696045, "learning_rate": 1.6685058233819842e-05, "loss": 0.4533, "step": 269824 }, { "epoch": 3.318102100552551, "grad_norm": 8.506532669067383, "learning_rate": 1.6681913116123646e-05, "loss": 0.4492, "step": 270080 }, { "epoch": 3.3212472472288, "grad_norm": 37.350807189941406, "learning_rate": 1.6678767998427442e-05, "loss": 0.5392, "step": 270336 }, { "epoch": 3.32439239390505, "grad_norm": 24.144933700561523, "learning_rate": 1.6675622880731242e-05, "loss": 0.565, "step": 270592 }, { "epoch": 3.3275375405812992, "grad_norm": 7.205847263336182, "learning_rate": 1.667247776303504e-05, "loss": 0.4834, "step": 270848 }, { "epoch": 3.330682687257549, "grad_norm": 0.3731878995895386, "learning_rate": 1.6669332645338838e-05, "loss": 0.5598, "step": 271104 }, { "epoch": 3.3338278339337983, "grad_norm": 0.8721461892127991, "learning_rate": 1.6666187527642638e-05, "loss": 0.4995, "step": 271360 }, { "epoch": 3.3369729806100477, "grad_norm": 106.60723876953125, "learning_rate": 1.6663042409946438e-05, "loss": 0.5368, "step": 271616 }, { "epoch": 3.3401181272862974, "grad_norm": 112.32515716552734, "learning_rate": 1.6659897292250234e-05, "loss": 0.4475, "step": 271872 }, { "epoch": 3.343263273962547, "grad_norm": 121.46126556396484, "learning_rate": 1.6656752174554034e-05, "loss": 0.5106, "step": 272128 }, { "epoch": 3.3464084206387965, "grad_norm": 13.887198448181152, "learning_rate": 1.6653607056857834e-05, "loss": 0.4732, "step": 272384 }, { "epoch": 3.349553567315046, "grad_norm": 0.08012892305850983, "learning_rate": 1.665046193916163e-05, "loss": 0.552, "step": 272640 }, { "epoch": 3.3526987139912956, "grad_norm": 1.2425813674926758, "learning_rate": 1.664731682146543e-05, "loss": 0.4831, "step": 272896 }, { "epoch": 3.355843860667545, "grad_norm": 1.8234463930130005, "learning_rate": 1.6644171703769226e-05, "loss": 0.507, "step": 273152 }, { "epoch": 3.3589890073437947, "grad_norm": 0.9249053597450256, "learning_rate": 1.664102658607303e-05, "loss": 0.5295, "step": 273408 }, { "epoch": 3.362134154020044, "grad_norm": 0.9175606369972229, "learning_rate": 1.6637881468376826e-05, "loss": 0.4655, "step": 273664 }, { "epoch": 3.3652793006962938, "grad_norm": 154.72328186035156, "learning_rate": 1.6634736350680626e-05, "loss": 0.5649, "step": 273920 }, { "epoch": 3.368424447372543, "grad_norm": 90.13003540039062, "learning_rate": 1.6631591232984422e-05, "loss": 0.6428, "step": 274176 }, { "epoch": 3.371569594048793, "grad_norm": 55.9456672668457, "learning_rate": 1.6628446115288222e-05, "loss": 0.5794, "step": 274432 }, { "epoch": 3.374714740725042, "grad_norm": 34.19145965576172, "learning_rate": 1.662530099759202e-05, "loss": 0.4947, "step": 274688 }, { "epoch": 3.377859887401292, "grad_norm": 0.03633107244968414, "learning_rate": 1.6622155879895818e-05, "loss": 0.5793, "step": 274944 }, { "epoch": 3.3810050340775413, "grad_norm": 60.763710021972656, "learning_rate": 1.6619010762199618e-05, "loss": 0.5055, "step": 275200 }, { "epoch": 3.384150180753791, "grad_norm": 3.0623834133148193, "learning_rate": 1.6615865644503418e-05, "loss": 0.4545, "step": 275456 }, { "epoch": 3.3872953274300404, "grad_norm": 0.1399703025817871, "learning_rate": 1.6612720526807214e-05, "loss": 0.5938, "step": 275712 }, { "epoch": 3.39044047410629, "grad_norm": 0.4174153804779053, "learning_rate": 1.6609575409111014e-05, "loss": 0.5943, "step": 275968 }, { "epoch": 3.3935856207825394, "grad_norm": 21.17488670349121, "learning_rate": 1.6606430291414814e-05, "loss": 0.4772, "step": 276224 }, { "epoch": 3.396730767458789, "grad_norm": 1.6206845045089722, "learning_rate": 1.660328517371861e-05, "loss": 0.5516, "step": 276480 }, { "epoch": 3.3998759141350385, "grad_norm": 0.24734431505203247, "learning_rate": 1.660014005602241e-05, "loss": 0.4474, "step": 276736 }, { "epoch": 3.4030210608112883, "grad_norm": 48.65492248535156, "learning_rate": 1.659699493832621e-05, "loss": 0.5816, "step": 276992 }, { "epoch": 3.4061662074875376, "grad_norm": 2.6201436519622803, "learning_rate": 1.659384982063001e-05, "loss": 0.4028, "step": 277248 }, { "epoch": 3.4093113541637874, "grad_norm": 53.09165954589844, "learning_rate": 1.6590704702933806e-05, "loss": 0.5351, "step": 277504 }, { "epoch": 3.4124565008400367, "grad_norm": 10.02964973449707, "learning_rate": 1.6587559585237606e-05, "loss": 0.4621, "step": 277760 }, { "epoch": 3.4156016475162865, "grad_norm": 374.3504943847656, "learning_rate": 1.6584414467541402e-05, "loss": 0.4352, "step": 278016 }, { "epoch": 3.418746794192536, "grad_norm": 51.78233337402344, "learning_rate": 1.6581269349845202e-05, "loss": 0.5841, "step": 278272 }, { "epoch": 3.421891940868785, "grad_norm": 5.724061489105225, "learning_rate": 1.6578124232149002e-05, "loss": 0.5283, "step": 278528 }, { "epoch": 3.425037087545035, "grad_norm": 0.0579860582947731, "learning_rate": 1.6574979114452802e-05, "loss": 0.5386, "step": 278784 }, { "epoch": 3.4281822342212847, "grad_norm": 21.401683807373047, "learning_rate": 1.6571833996756598e-05, "loss": 0.5005, "step": 279040 }, { "epoch": 3.431327380897534, "grad_norm": 3.490536689758301, "learning_rate": 1.6568688879060398e-05, "loss": 0.5714, "step": 279296 }, { "epoch": 3.4344725275737833, "grad_norm": 44.731632232666016, "learning_rate": 1.6565543761364194e-05, "loss": 0.4596, "step": 279552 }, { "epoch": 3.437617674250033, "grad_norm": 1.0921201705932617, "learning_rate": 1.6562398643667994e-05, "loss": 0.5102, "step": 279808 }, { "epoch": 3.4407628209262824, "grad_norm": 13.510580062866211, "learning_rate": 1.6559253525971794e-05, "loss": 0.5003, "step": 280064 }, { "epoch": 3.443907967602532, "grad_norm": 1.5561238527297974, "learning_rate": 1.6556108408275594e-05, "loss": 0.4669, "step": 280320 }, { "epoch": 3.4470531142787815, "grad_norm": 33.022396087646484, "learning_rate": 1.655296329057939e-05, "loss": 0.563, "step": 280576 }, { "epoch": 3.4501982609550312, "grad_norm": 1.3516336679458618, "learning_rate": 1.654981817288319e-05, "loss": 0.4832, "step": 280832 }, { "epoch": 3.4533434076312806, "grad_norm": 60.90022277832031, "learning_rate": 1.6546673055186986e-05, "loss": 0.5817, "step": 281088 }, { "epoch": 3.4564885543075303, "grad_norm": 15.441397666931152, "learning_rate": 1.6543527937490786e-05, "loss": 0.5002, "step": 281344 }, { "epoch": 3.4596337009837796, "grad_norm": 22.145368576049805, "learning_rate": 1.6540382819794586e-05, "loss": 0.4889, "step": 281600 }, { "epoch": 3.4627788476600294, "grad_norm": 2.654942750930786, "learning_rate": 1.6537237702098386e-05, "loss": 0.478, "step": 281856 }, { "epoch": 3.4659239943362787, "grad_norm": 16.67755126953125, "learning_rate": 1.6534092584402182e-05, "loss": 0.5456, "step": 282112 }, { "epoch": 3.4690691410125285, "grad_norm": 97.49522399902344, "learning_rate": 1.6530947466705982e-05, "loss": 0.4822, "step": 282368 }, { "epoch": 3.472214287688778, "grad_norm": 10.756332397460938, "learning_rate": 1.6527802349009782e-05, "loss": 0.4693, "step": 282624 }, { "epoch": 3.4753594343650276, "grad_norm": 2.344128131866455, "learning_rate": 1.6524657231313578e-05, "loss": 0.4803, "step": 282880 }, { "epoch": 3.478504581041277, "grad_norm": 0.4296514391899109, "learning_rate": 1.6521512113617378e-05, "loss": 0.539, "step": 283136 }, { "epoch": 3.4816497277175267, "grad_norm": 158.57447814941406, "learning_rate": 1.6518366995921178e-05, "loss": 0.4677, "step": 283392 }, { "epoch": 3.484794874393776, "grad_norm": 4.016801357269287, "learning_rate": 1.6515221878224978e-05, "loss": 0.4684, "step": 283648 }, { "epoch": 3.4879400210700258, "grad_norm": 0.4205678403377533, "learning_rate": 1.6512076760528774e-05, "loss": 0.5426, "step": 283904 }, { "epoch": 3.491085167746275, "grad_norm": 66.58230590820312, "learning_rate": 1.6508931642832574e-05, "loss": 0.4711, "step": 284160 }, { "epoch": 3.4942303144225244, "grad_norm": 8.684982299804688, "learning_rate": 1.650578652513637e-05, "loss": 0.4695, "step": 284416 }, { "epoch": 3.497375461098774, "grad_norm": 0.9667931199073792, "learning_rate": 1.650264140744017e-05, "loss": 0.5183, "step": 284672 }, { "epoch": 3.500520607775024, "grad_norm": 59.399803161621094, "learning_rate": 1.6499496289743967e-05, "loss": 0.5685, "step": 284928 }, { "epoch": 3.5036657544512733, "grad_norm": 2.334911584854126, "learning_rate": 1.649635117204777e-05, "loss": 0.4244, "step": 285184 }, { "epoch": 3.5068109011275226, "grad_norm": 0.647039532661438, "learning_rate": 1.6493206054351566e-05, "loss": 0.4933, "step": 285440 }, { "epoch": 3.5099560478037723, "grad_norm": 0.03905763849616051, "learning_rate": 1.6490060936655366e-05, "loss": 0.4837, "step": 285696 }, { "epoch": 3.513101194480022, "grad_norm": 15.193082809448242, "learning_rate": 1.6486915818959162e-05, "loss": 0.4253, "step": 285952 }, { "epoch": 3.5162463411562714, "grad_norm": 61.416297912597656, "learning_rate": 1.6483770701262962e-05, "loss": 0.5753, "step": 286208 }, { "epoch": 3.5193914878325208, "grad_norm": 0.10716848820447922, "learning_rate": 1.6480625583566762e-05, "loss": 0.4491, "step": 286464 }, { "epoch": 3.5225366345087705, "grad_norm": 0.786285400390625, "learning_rate": 1.6477480465870562e-05, "loss": 0.5287, "step": 286720 }, { "epoch": 3.52568178118502, "grad_norm": 0.08423032611608505, "learning_rate": 1.6474335348174358e-05, "loss": 0.4975, "step": 286976 }, { "epoch": 3.5288269278612696, "grad_norm": 135.55809020996094, "learning_rate": 1.6471190230478158e-05, "loss": 0.5153, "step": 287232 }, { "epoch": 3.531972074537519, "grad_norm": 421.2353820800781, "learning_rate": 1.6468045112781958e-05, "loss": 0.5046, "step": 287488 }, { "epoch": 3.5351172212137687, "grad_norm": 267.75115966796875, "learning_rate": 1.6464899995085754e-05, "loss": 0.4901, "step": 287744 }, { "epoch": 3.538262367890018, "grad_norm": 39.2845573425293, "learning_rate": 1.6461754877389554e-05, "loss": 0.5153, "step": 288000 }, { "epoch": 3.541407514566268, "grad_norm": 20.747488021850586, "learning_rate": 1.645860975969335e-05, "loss": 0.4516, "step": 288256 }, { "epoch": 3.544552661242517, "grad_norm": 61.285682678222656, "learning_rate": 1.6455464641997154e-05, "loss": 0.5375, "step": 288512 }, { "epoch": 3.547697807918767, "grad_norm": 0.16573591530323029, "learning_rate": 1.645231952430095e-05, "loss": 0.5854, "step": 288768 }, { "epoch": 3.550842954595016, "grad_norm": 0.1327620893716812, "learning_rate": 1.644917440660475e-05, "loss": 0.5168, "step": 289024 }, { "epoch": 3.553988101271266, "grad_norm": 6.821236610412598, "learning_rate": 1.6446029288908546e-05, "loss": 0.5404, "step": 289280 }, { "epoch": 3.5571332479475153, "grad_norm": 102.42604064941406, "learning_rate": 1.6442884171212346e-05, "loss": 0.4493, "step": 289536 }, { "epoch": 3.560278394623765, "grad_norm": 0.32021015882492065, "learning_rate": 1.6439739053516143e-05, "loss": 0.5027, "step": 289792 }, { "epoch": 3.5634235413000144, "grad_norm": 0.23085713386535645, "learning_rate": 1.6436593935819946e-05, "loss": 0.5332, "step": 290048 }, { "epoch": 3.5665686879762637, "grad_norm": 30.993846893310547, "learning_rate": 1.6433448818123742e-05, "loss": 0.491, "step": 290304 }, { "epoch": 3.5697138346525135, "grad_norm": 0.5032532811164856, "learning_rate": 1.6430303700427542e-05, "loss": 0.5545, "step": 290560 }, { "epoch": 3.5728589813287632, "grad_norm": 63.583194732666016, "learning_rate": 1.642715858273134e-05, "loss": 0.5404, "step": 290816 }, { "epoch": 3.5760041280050126, "grad_norm": 120.06217193603516, "learning_rate": 1.6424013465035138e-05, "loss": 0.5228, "step": 291072 }, { "epoch": 3.579149274681262, "grad_norm": 22.292163848876953, "learning_rate": 1.6420868347338938e-05, "loss": 0.5126, "step": 291328 }, { "epoch": 3.5822944213575116, "grad_norm": 22.050294876098633, "learning_rate": 1.6417723229642734e-05, "loss": 0.5669, "step": 291584 }, { "epoch": 3.5854395680337614, "grad_norm": 1.5287801027297974, "learning_rate": 1.6414578111946534e-05, "loss": 0.5547, "step": 291840 }, { "epoch": 3.5885847147100107, "grad_norm": 0.12451621145009995, "learning_rate": 1.6411432994250334e-05, "loss": 0.4333, "step": 292096 }, { "epoch": 3.59172986138626, "grad_norm": 165.6510467529297, "learning_rate": 1.640828787655413e-05, "loss": 0.4767, "step": 292352 }, { "epoch": 3.59487500806251, "grad_norm": 56.62143325805664, "learning_rate": 1.640514275885793e-05, "loss": 0.4681, "step": 292608 }, { "epoch": 3.5980201547387596, "grad_norm": 82.96979522705078, "learning_rate": 1.640199764116173e-05, "loss": 0.4263, "step": 292864 }, { "epoch": 3.601165301415009, "grad_norm": 3.0660316944122314, "learning_rate": 1.6398852523465526e-05, "loss": 0.526, "step": 293120 }, { "epoch": 3.6043104480912582, "grad_norm": 332.16644287109375, "learning_rate": 1.6395707405769326e-05, "loss": 0.5333, "step": 293376 }, { "epoch": 3.607455594767508, "grad_norm": 10.242597579956055, "learning_rate": 1.6392562288073126e-05, "loss": 0.4618, "step": 293632 }, { "epoch": 3.6106007414437573, "grad_norm": 148.5627899169922, "learning_rate": 1.6389417170376926e-05, "loss": 0.6146, "step": 293888 }, { "epoch": 3.613745888120007, "grad_norm": 13.564252853393555, "learning_rate": 1.6386272052680722e-05, "loss": 0.5225, "step": 294144 }, { "epoch": 3.6168910347962564, "grad_norm": 42.36850357055664, "learning_rate": 1.6383126934984522e-05, "loss": 0.5449, "step": 294400 }, { "epoch": 3.620036181472506, "grad_norm": 1.373180627822876, "learning_rate": 1.637998181728832e-05, "loss": 0.4743, "step": 294656 }, { "epoch": 3.6231813281487555, "grad_norm": 27.242643356323242, "learning_rate": 1.6376836699592118e-05, "loss": 0.4707, "step": 294912 }, { "epoch": 3.6263264748250053, "grad_norm": 0.23503144085407257, "learning_rate": 1.6373691581895918e-05, "loss": 0.583, "step": 295168 }, { "epoch": 3.6294716215012546, "grad_norm": 17.4699649810791, "learning_rate": 1.6370546464199718e-05, "loss": 0.5128, "step": 295424 }, { "epoch": 3.6326167681775043, "grad_norm": 3.355201482772827, "learning_rate": 1.6367401346503514e-05, "loss": 0.5238, "step": 295680 }, { "epoch": 3.6357619148537537, "grad_norm": 37.129180908203125, "learning_rate": 1.6364256228807314e-05, "loss": 0.5222, "step": 295936 }, { "epoch": 3.6389070615300034, "grad_norm": 0.04358728975057602, "learning_rate": 1.636111111111111e-05, "loss": 0.5514, "step": 296192 }, { "epoch": 3.6420522082062528, "grad_norm": 6.604242324829102, "learning_rate": 1.635796599341491e-05, "loss": 0.4942, "step": 296448 }, { "epoch": 3.6451973548825025, "grad_norm": 13.806446075439453, "learning_rate": 1.635482087571871e-05, "loss": 0.5384, "step": 296704 }, { "epoch": 3.648342501558752, "grad_norm": 19.144948959350586, "learning_rate": 1.635167575802251e-05, "loss": 0.4876, "step": 296960 }, { "epoch": 3.651487648235001, "grad_norm": 0.0893256738781929, "learning_rate": 1.6348530640326306e-05, "loss": 0.478, "step": 297216 }, { "epoch": 3.654632794911251, "grad_norm": 2.3621015548706055, "learning_rate": 1.6345385522630106e-05, "loss": 0.5909, "step": 297472 }, { "epoch": 3.6577779415875007, "grad_norm": 3.2733564376831055, "learning_rate": 1.6342240404933906e-05, "loss": 0.4492, "step": 297728 }, { "epoch": 3.66092308826375, "grad_norm": 0.001855314476415515, "learning_rate": 1.6339095287237702e-05, "loss": 0.5061, "step": 297984 }, { "epoch": 3.6640682349399993, "grad_norm": 110.29045104980469, "learning_rate": 1.6335950169541502e-05, "loss": 0.4995, "step": 298240 }, { "epoch": 3.667213381616249, "grad_norm": 1.9425102472305298, "learning_rate": 1.6332805051845302e-05, "loss": 0.4326, "step": 298496 }, { "epoch": 3.670358528292499, "grad_norm": 0.5388185977935791, "learning_rate": 1.6329659934149102e-05, "loss": 0.495, "step": 298752 }, { "epoch": 3.673503674968748, "grad_norm": 37.57967758178711, "learning_rate": 1.6326514816452898e-05, "loss": 0.4679, "step": 299008 }, { "epoch": 3.6766488216449975, "grad_norm": 254.44651794433594, "learning_rate": 1.6323369698756698e-05, "loss": 0.4724, "step": 299264 }, { "epoch": 3.6797939683212473, "grad_norm": 0.08431895077228546, "learning_rate": 1.6320224581060494e-05, "loss": 0.4746, "step": 299520 }, { "epoch": 3.682939114997497, "grad_norm": 60.55018997192383, "learning_rate": 1.6317079463364294e-05, "loss": 0.4852, "step": 299776 }, { "epoch": 3.6860842616737464, "grad_norm": 0.30055662989616394, "learning_rate": 1.631393434566809e-05, "loss": 0.4301, "step": 300032 }, { "epoch": 3.6892294083499957, "grad_norm": 55.880165100097656, "learning_rate": 1.6310789227971894e-05, "loss": 0.5526, "step": 300288 }, { "epoch": 3.6923745550262455, "grad_norm": 186.46678161621094, "learning_rate": 1.630764411027569e-05, "loss": 0.4412, "step": 300544 }, { "epoch": 3.6955197017024948, "grad_norm": 21.55492401123047, "learning_rate": 1.630449899257949e-05, "loss": 0.6048, "step": 300800 }, { "epoch": 3.6986648483787445, "grad_norm": 0.04537157714366913, "learning_rate": 1.6301353874883286e-05, "loss": 0.5945, "step": 301056 }, { "epoch": 3.701809995054994, "grad_norm": 117.09156036376953, "learning_rate": 1.6298208757187086e-05, "loss": 0.5149, "step": 301312 }, { "epoch": 3.7049551417312436, "grad_norm": 19.559537887573242, "learning_rate": 1.6295063639490886e-05, "loss": 0.4477, "step": 301568 }, { "epoch": 3.708100288407493, "grad_norm": 9.602081298828125, "learning_rate": 1.6291918521794686e-05, "loss": 0.5715, "step": 301824 }, { "epoch": 3.7112454350837427, "grad_norm": 431.27642822265625, "learning_rate": 1.6288773404098482e-05, "loss": 0.4831, "step": 302080 }, { "epoch": 3.714390581759992, "grad_norm": 89.97123718261719, "learning_rate": 1.6285628286402282e-05, "loss": 0.4962, "step": 302336 }, { "epoch": 3.717535728436242, "grad_norm": 125.58710479736328, "learning_rate": 1.6282483168706082e-05, "loss": 0.4974, "step": 302592 }, { "epoch": 3.720680875112491, "grad_norm": 1.5968273878097534, "learning_rate": 1.627933805100988e-05, "loss": 0.5484, "step": 302848 }, { "epoch": 3.723826021788741, "grad_norm": 2.0706241130828857, "learning_rate": 1.6276192933313678e-05, "loss": 0.5244, "step": 303104 }, { "epoch": 3.72697116846499, "grad_norm": 144.3460235595703, "learning_rate": 1.6273047815617475e-05, "loss": 0.5596, "step": 303360 }, { "epoch": 3.73011631514124, "grad_norm": 105.07582092285156, "learning_rate": 1.6269902697921274e-05, "loss": 0.5752, "step": 303616 }, { "epoch": 3.7332614618174893, "grad_norm": 0.6541815996170044, "learning_rate": 1.6266757580225074e-05, "loss": 0.5939, "step": 303872 }, { "epoch": 3.7364066084937386, "grad_norm": 47.60111999511719, "learning_rate": 1.6263612462528874e-05, "loss": 0.4619, "step": 304128 }, { "epoch": 3.7395517551699884, "grad_norm": 4.194868087768555, "learning_rate": 1.626046734483267e-05, "loss": 0.4936, "step": 304384 }, { "epoch": 3.742696901846238, "grad_norm": 5.030226230621338, "learning_rate": 1.625732222713647e-05, "loss": 0.512, "step": 304640 }, { "epoch": 3.7458420485224875, "grad_norm": 301.7357482910156, "learning_rate": 1.6254177109440267e-05, "loss": 0.5107, "step": 304896 }, { "epoch": 3.748987195198737, "grad_norm": 88.85123443603516, "learning_rate": 1.625103199174407e-05, "loss": 0.5189, "step": 305152 }, { "epoch": 3.7521323418749866, "grad_norm": 6.629373073577881, "learning_rate": 1.6247886874047866e-05, "loss": 0.5304, "step": 305408 }, { "epoch": 3.7552774885512363, "grad_norm": 15.015730857849121, "learning_rate": 1.6244741756351666e-05, "loss": 0.5075, "step": 305664 }, { "epoch": 3.7584226352274857, "grad_norm": 1.771833062171936, "learning_rate": 1.6241596638655462e-05, "loss": 0.4686, "step": 305920 }, { "epoch": 3.761567781903735, "grad_norm": 87.13249206542969, "learning_rate": 1.6238451520959262e-05, "loss": 0.4832, "step": 306176 }, { "epoch": 3.7647129285799847, "grad_norm": 81.09495544433594, "learning_rate": 1.623530640326306e-05, "loss": 0.4825, "step": 306432 }, { "epoch": 3.7678580752562345, "grad_norm": 13.043724060058594, "learning_rate": 1.623216128556686e-05, "loss": 0.535, "step": 306688 }, { "epoch": 3.771003221932484, "grad_norm": 5.998151779174805, "learning_rate": 1.6229016167870658e-05, "loss": 0.4982, "step": 306944 }, { "epoch": 3.774148368608733, "grad_norm": 25.17442512512207, "learning_rate": 1.6225871050174458e-05, "loss": 0.5347, "step": 307200 }, { "epoch": 3.777293515284983, "grad_norm": 83.40924835205078, "learning_rate": 1.6222725932478254e-05, "loss": 0.4761, "step": 307456 }, { "epoch": 3.7804386619612322, "grad_norm": 10.433316230773926, "learning_rate": 1.6219580814782054e-05, "loss": 0.5412, "step": 307712 }, { "epoch": 3.783583808637482, "grad_norm": 4.919463157653809, "learning_rate": 1.6216435697085854e-05, "loss": 0.5471, "step": 307968 }, { "epoch": 3.7867289553137313, "grad_norm": 85.77107238769531, "learning_rate": 1.621329057938965e-05, "loss": 0.5045, "step": 308224 }, { "epoch": 3.789874101989981, "grad_norm": 1.2499544620513916, "learning_rate": 1.621014546169345e-05, "loss": 0.4289, "step": 308480 }, { "epoch": 3.7930192486662304, "grad_norm": 29.826250076293945, "learning_rate": 1.620700034399725e-05, "loss": 0.5874, "step": 308736 }, { "epoch": 3.79616439534248, "grad_norm": 96.51860809326172, "learning_rate": 1.620385522630105e-05, "loss": 0.4276, "step": 308992 }, { "epoch": 3.7993095420187295, "grad_norm": 29.25742530822754, "learning_rate": 1.6200710108604846e-05, "loss": 0.5067, "step": 309248 }, { "epoch": 3.8024546886949793, "grad_norm": 1159.6026611328125, "learning_rate": 1.6197564990908646e-05, "loss": 0.5624, "step": 309504 }, { "epoch": 3.8055998353712286, "grad_norm": 0.9833910465240479, "learning_rate": 1.6194419873212443e-05, "loss": 0.5727, "step": 309760 }, { "epoch": 3.8087449820474784, "grad_norm": 102.49423217773438, "learning_rate": 1.6191274755516242e-05, "loss": 0.5264, "step": 310016 }, { "epoch": 3.8118901287237277, "grad_norm": 37.246002197265625, "learning_rate": 1.6188129637820042e-05, "loss": 0.5061, "step": 310272 }, { "epoch": 3.8150352753999774, "grad_norm": 108.58729553222656, "learning_rate": 1.6184984520123842e-05, "loss": 0.5599, "step": 310528 }, { "epoch": 3.8181804220762268, "grad_norm": 10.775501251220703, "learning_rate": 1.618183940242764e-05, "loss": 0.6204, "step": 310784 }, { "epoch": 3.821325568752476, "grad_norm": 15.554803848266602, "learning_rate": 1.6178694284731438e-05, "loss": 0.5168, "step": 311040 }, { "epoch": 3.824470715428726, "grad_norm": 0.33082452416419983, "learning_rate": 1.6175549167035235e-05, "loss": 0.5284, "step": 311296 }, { "epoch": 3.8276158621049756, "grad_norm": 0.38969486951828003, "learning_rate": 1.6172404049339034e-05, "loss": 0.5621, "step": 311552 }, { "epoch": 3.830761008781225, "grad_norm": 143.03463745117188, "learning_rate": 1.6169258931642834e-05, "loss": 0.4814, "step": 311808 }, { "epoch": 3.8339061554574743, "grad_norm": 0.08444385975599289, "learning_rate": 1.6166113813946634e-05, "loss": 0.4786, "step": 312064 }, { "epoch": 3.837051302133724, "grad_norm": 4.929318428039551, "learning_rate": 1.616296869625043e-05, "loss": 0.4391, "step": 312320 }, { "epoch": 3.840196448809974, "grad_norm": 144.34617614746094, "learning_rate": 1.615982357855423e-05, "loss": 0.6069, "step": 312576 }, { "epoch": 3.843341595486223, "grad_norm": 0.1310855597257614, "learning_rate": 1.615667846085803e-05, "loss": 0.5042, "step": 312832 }, { "epoch": 3.8464867421624724, "grad_norm": 0.05499180406332016, "learning_rate": 1.6153533343161826e-05, "loss": 0.4515, "step": 313088 }, { "epoch": 3.849631888838722, "grad_norm": 16.251216888427734, "learning_rate": 1.6150388225465626e-05, "loss": 0.5915, "step": 313344 }, { "epoch": 3.852777035514972, "grad_norm": 3.6784415245056152, "learning_rate": 1.6147243107769426e-05, "loss": 0.4512, "step": 313600 }, { "epoch": 3.8559221821912213, "grad_norm": 19.981985092163086, "learning_rate": 1.6144097990073226e-05, "loss": 0.4899, "step": 313856 }, { "epoch": 3.8590673288674706, "grad_norm": 12.532695770263672, "learning_rate": 1.6140952872377022e-05, "loss": 0.5655, "step": 314112 }, { "epoch": 3.8622124755437204, "grad_norm": 12.418534278869629, "learning_rate": 1.6137807754680822e-05, "loss": 0.4427, "step": 314368 }, { "epoch": 3.8653576222199697, "grad_norm": 286.6388854980469, "learning_rate": 1.613466263698462e-05, "loss": 0.5719, "step": 314624 }, { "epoch": 3.8685027688962195, "grad_norm": 0.4477044939994812, "learning_rate": 1.6131517519288418e-05, "loss": 0.4793, "step": 314880 }, { "epoch": 3.871647915572469, "grad_norm": 91.88975524902344, "learning_rate": 1.6128372401592215e-05, "loss": 0.5404, "step": 315136 }, { "epoch": 3.8747930622487186, "grad_norm": 102.9833984375, "learning_rate": 1.6125227283896018e-05, "loss": 0.4834, "step": 315392 }, { "epoch": 3.877938208924968, "grad_norm": 92.03607177734375, "learning_rate": 1.6122082166199814e-05, "loss": 0.5378, "step": 315648 }, { "epoch": 3.8810833556012176, "grad_norm": 25.617658615112305, "learning_rate": 1.6118937048503614e-05, "loss": 0.4866, "step": 315904 }, { "epoch": 3.884228502277467, "grad_norm": 17.501075744628906, "learning_rate": 1.611579193080741e-05, "loss": 0.5176, "step": 316160 }, { "epoch": 3.8873736489537167, "grad_norm": 81.6054458618164, "learning_rate": 1.611264681311121e-05, "loss": 0.5075, "step": 316416 }, { "epoch": 3.890518795629966, "grad_norm": 32.4160041809082, "learning_rate": 1.610950169541501e-05, "loss": 0.5325, "step": 316672 }, { "epoch": 3.893663942306216, "grad_norm": 0.34635621309280396, "learning_rate": 1.610635657771881e-05, "loss": 0.5295, "step": 316928 }, { "epoch": 3.896809088982465, "grad_norm": 2.071220636367798, "learning_rate": 1.6103211460022606e-05, "loss": 0.5175, "step": 317184 }, { "epoch": 3.899954235658715, "grad_norm": 73.4476089477539, "learning_rate": 1.6100066342326406e-05, "loss": 0.4576, "step": 317440 }, { "epoch": 3.9030993823349642, "grad_norm": 0.6312928199768066, "learning_rate": 1.6096921224630203e-05, "loss": 0.4924, "step": 317696 }, { "epoch": 3.9062445290112136, "grad_norm": 47.5620002746582, "learning_rate": 1.6093776106934002e-05, "loss": 0.5348, "step": 317952 }, { "epoch": 3.9093896756874633, "grad_norm": 0.6797400712966919, "learning_rate": 1.6090630989237802e-05, "loss": 0.5456, "step": 318208 }, { "epoch": 3.912534822363713, "grad_norm": 9.67542839050293, "learning_rate": 1.60874858715416e-05, "loss": 0.6042, "step": 318464 }, { "epoch": 3.9156799690399624, "grad_norm": 0.14112113416194916, "learning_rate": 1.60843407538454e-05, "loss": 0.4868, "step": 318720 }, { "epoch": 3.9188251157162117, "grad_norm": 0.5000983476638794, "learning_rate": 1.6081195636149198e-05, "loss": 0.5176, "step": 318976 }, { "epoch": 3.9219702623924615, "grad_norm": 0.8244889974594116, "learning_rate": 1.6078050518452998e-05, "loss": 0.5009, "step": 319232 }, { "epoch": 3.9251154090687113, "grad_norm": 27.424039840698242, "learning_rate": 1.6074905400756794e-05, "loss": 0.5574, "step": 319488 }, { "epoch": 3.9282605557449606, "grad_norm": 10.383527755737305, "learning_rate": 1.6071760283060594e-05, "loss": 0.5372, "step": 319744 }, { "epoch": 3.93140570242121, "grad_norm": 68.16046142578125, "learning_rate": 1.606861516536439e-05, "loss": 0.5155, "step": 320000 }, { "epoch": 3.9345508490974597, "grad_norm": 33.80850601196289, "learning_rate": 1.6065470047668194e-05, "loss": 0.5011, "step": 320256 }, { "epoch": 3.937695995773709, "grad_norm": 116.3906478881836, "learning_rate": 1.606232492997199e-05, "loss": 0.4833, "step": 320512 }, { "epoch": 3.9408411424499588, "grad_norm": 20.284738540649414, "learning_rate": 1.605917981227579e-05, "loss": 0.4831, "step": 320768 }, { "epoch": 3.943986289126208, "grad_norm": 2.3668487071990967, "learning_rate": 1.6056034694579586e-05, "loss": 0.4916, "step": 321024 }, { "epoch": 3.947131435802458, "grad_norm": 30.029603958129883, "learning_rate": 1.6052889576883386e-05, "loss": 0.555, "step": 321280 }, { "epoch": 3.950276582478707, "grad_norm": 37.12919235229492, "learning_rate": 1.6049744459187183e-05, "loss": 0.5132, "step": 321536 }, { "epoch": 3.953421729154957, "grad_norm": 2.277081251144409, "learning_rate": 1.6046599341490983e-05, "loss": 0.552, "step": 321792 }, { "epoch": 3.9565668758312063, "grad_norm": 60.832698822021484, "learning_rate": 1.6043454223794782e-05, "loss": 0.474, "step": 322048 }, { "epoch": 3.959712022507456, "grad_norm": 0.2835811972618103, "learning_rate": 1.6040309106098582e-05, "loss": 0.5508, "step": 322304 }, { "epoch": 3.9628571691837053, "grad_norm": 0.07895316183567047, "learning_rate": 1.603716398840238e-05, "loss": 0.4787, "step": 322560 }, { "epoch": 3.966002315859955, "grad_norm": 1.176039457321167, "learning_rate": 1.603401887070618e-05, "loss": 0.4864, "step": 322816 }, { "epoch": 3.9691474625362044, "grad_norm": 47.2106819152832, "learning_rate": 1.6030873753009978e-05, "loss": 0.514, "step": 323072 }, { "epoch": 3.972292609212454, "grad_norm": 3.9845356941223145, "learning_rate": 1.6027728635313775e-05, "loss": 0.6012, "step": 323328 }, { "epoch": 3.9754377558887035, "grad_norm": 3.8236007690429688, "learning_rate": 1.6024583517617574e-05, "loss": 0.4826, "step": 323584 }, { "epoch": 3.978582902564953, "grad_norm": 2.924356698989868, "learning_rate": 1.6021438399921374e-05, "loss": 0.4993, "step": 323840 }, { "epoch": 3.9817280492412026, "grad_norm": 67.31713104248047, "learning_rate": 1.6018293282225174e-05, "loss": 0.4446, "step": 324096 }, { "epoch": 3.9848731959174524, "grad_norm": 9.726791381835938, "learning_rate": 1.601514816452897e-05, "loss": 0.5299, "step": 324352 }, { "epoch": 3.9880183425937017, "grad_norm": 0.436148464679718, "learning_rate": 1.601200304683277e-05, "loss": 0.4744, "step": 324608 }, { "epoch": 3.991163489269951, "grad_norm": 18.131065368652344, "learning_rate": 1.6008857929136567e-05, "loss": 0.5299, "step": 324864 }, { "epoch": 3.994308635946201, "grad_norm": 59.41075134277344, "learning_rate": 1.6005712811440366e-05, "loss": 0.5328, "step": 325120 }, { "epoch": 3.9974537826224505, "grad_norm": 8.790979385375977, "learning_rate": 1.6002567693744166e-05, "loss": 0.5184, "step": 325376 }, { "epoch": 4.0, "eval_AGE": { "f1": 0.9615721314939476, "number": 32192, "precision": 0.9351770301215431, "recall": 0.9895004970178927 }, "eval_BUILDINGNUM": { "f1": 0.974103857162328, "number": 28889, "precision": 0.959103566276378, "recall": 0.9895808093045796 }, "eval_CITY": { "f1": 0.9711385680745608, "number": 41669, "precision": 0.9598031173092699, "recall": 0.9827449662818882 }, "eval_DATE": { "f1": 0.997630039252475, "number": 80940, "precision": 0.9967196132596685, "recall": 0.9985421299728193 }, "eval_EMAIL": { "f1": 0.9968215705523857, "number": 51445, "precision": 0.9969087798429116, "recall": 0.9967343765186121 }, "eval_GENDER": { "f1": 0.9717822063248737, "number": 17457, "precision": 0.963250604986212, "recall": 0.980466288594833 }, "eval_GIVENNAME": { "f1": 0.9305579573021605, "number": 100350, "precision": 0.922811590510441, "recall": 0.938435475834579 }, "eval_IDCARDNUM": { "f1": 0.9047753848833918, "number": 22068, "precision": 0.8708866065814295, "recall": 0.9414083741163676 }, "eval_PASSPORTNUM": { "f1": 0.9192574877576586, "number": 12959, "precision": 0.9046622833233712, "recall": 0.934331352727834 }, "eval_SEX": { "f1": 0.9667696532784071, "number": 14570, "precision": 0.9671016483516484, "recall": 0.9664378860672614 }, "eval_SOCIALNUM": { "f1": 0.9215204417068266, "number": 15327, "precision": 0.9019742596526302, "recall": 0.9419325373523847 }, "eval_STREET": { "f1": 0.9780866497361578, "number": 32803, "precision": 0.9758162398349314, "recall": 0.9803676493003689 }, "eval_SURNAME": { "f1": 0.9234893647042223, "number": 85192, "precision": 0.925066547313373, "recall": 0.9219175509437506 }, "eval_TELEPHONENUM": { "f1": 0.9934873665720848, "number": 36941, "precision": 0.9917721006771156, "recall": 0.9952085758371457 }, "eval_ZIPCODE": { "f1": 0.9801619764397906, "number": 24346, "precision": 0.9760896130346233, "recall": 0.9842684629918672 }, "eval_overall_accuracy": 0.9928846432377629, "eval_overall_f1": 0.9600317791152043, "eval_overall_precision": 0.9528967694891431, "eval_overall_recall": 0.9672744445263151, "eval_runtime": 3733.3294, "eval_samples_per_second": 87.21, "eval_steps_per_second": 43.605, "step": 325584 }, { "epoch": 4.000589715001797, "grad_norm": 35.143619537353516, "learning_rate": 1.5999422576047966e-05, "loss": 0.4844, "step": 325632 }, { "epoch": 4.003734861678046, "grad_norm": 0.27741363644599915, "learning_rate": 1.5996277458351762e-05, "loss": 0.3744, "step": 325888 }, { "epoch": 4.006880008354296, "grad_norm": 0.9082599878311157, "learning_rate": 1.5993132340655562e-05, "loss": 0.4088, "step": 326144 }, { "epoch": 4.0100251550305455, "grad_norm": 6.128551959991455, "learning_rate": 1.598998722295936e-05, "loss": 0.3884, "step": 326400 }, { "epoch": 4.013170301706795, "grad_norm": 119.51827239990234, "learning_rate": 1.598684210526316e-05, "loss": 0.4226, "step": 326656 }, { "epoch": 4.016315448383044, "grad_norm": 175.86962890625, "learning_rate": 1.5983696987566958e-05, "loss": 0.4226, "step": 326912 }, { "epoch": 4.019460595059294, "grad_norm": 96.47909545898438, "learning_rate": 1.5980551869870758e-05, "loss": 0.3977, "step": 327168 }, { "epoch": 4.022605741735544, "grad_norm": 75.1969223022461, "learning_rate": 1.5977406752174554e-05, "loss": 0.3634, "step": 327424 }, { "epoch": 4.025750888411793, "grad_norm": 0.052314598113298416, "learning_rate": 1.5974261634478354e-05, "loss": 0.4057, "step": 327680 }, { "epoch": 4.028896035088042, "grad_norm": 9.135502815246582, "learning_rate": 1.5971116516782154e-05, "loss": 0.4358, "step": 327936 }, { "epoch": 4.032041181764292, "grad_norm": 0.7194769978523254, "learning_rate": 1.596797139908595e-05, "loss": 0.3843, "step": 328192 }, { "epoch": 4.035186328440542, "grad_norm": 1.8748400211334229, "learning_rate": 1.596482628138975e-05, "loss": 0.3709, "step": 328448 }, { "epoch": 4.038331475116792, "grad_norm": 1.5528488159179688, "learning_rate": 1.596168116369355e-05, "loss": 0.4285, "step": 328704 }, { "epoch": 4.0414766217930405, "grad_norm": 1.3449469804763794, "learning_rate": 1.5958536045997347e-05, "loss": 0.3928, "step": 328960 }, { "epoch": 4.04462176846929, "grad_norm": 126.92698669433594, "learning_rate": 1.5955390928301146e-05, "loss": 0.4954, "step": 329216 }, { "epoch": 4.04776691514554, "grad_norm": 2.424016237258911, "learning_rate": 1.5952245810604946e-05, "loss": 0.4058, "step": 329472 }, { "epoch": 4.05091206182179, "grad_norm": 0.7729480862617493, "learning_rate": 1.5949100692908743e-05, "loss": 0.5069, "step": 329728 }, { "epoch": 4.054057208498039, "grad_norm": 7.9247589111328125, "learning_rate": 1.5945955575212542e-05, "loss": 0.4159, "step": 329984 }, { "epoch": 4.057202355174288, "grad_norm": 799.33837890625, "learning_rate": 1.5942810457516342e-05, "loss": 0.4731, "step": 330240 }, { "epoch": 4.060347501850538, "grad_norm": 1.0703004598617554, "learning_rate": 1.5939665339820142e-05, "loss": 0.3643, "step": 330496 }, { "epoch": 4.063492648526788, "grad_norm": 16.651174545288086, "learning_rate": 1.593652022212394e-05, "loss": 0.408, "step": 330752 }, { "epoch": 4.066637795203037, "grad_norm": 133.6138153076172, "learning_rate": 1.5933375104427738e-05, "loss": 0.4181, "step": 331008 }, { "epoch": 4.069782941879287, "grad_norm": 0.37095826864242554, "learning_rate": 1.5930229986731535e-05, "loss": 0.4545, "step": 331264 }, { "epoch": 4.072928088555536, "grad_norm": 59.24568557739258, "learning_rate": 1.5927084869035334e-05, "loss": 0.3876, "step": 331520 }, { "epoch": 4.076073235231785, "grad_norm": 0.05594320222735405, "learning_rate": 1.592393975133913e-05, "loss": 0.4537, "step": 331776 }, { "epoch": 4.079218381908035, "grad_norm": 1.0508644580841064, "learning_rate": 1.5920794633642934e-05, "loss": 0.4853, "step": 332032 }, { "epoch": 4.082363528584285, "grad_norm": 49.64292526245117, "learning_rate": 1.591764951594673e-05, "loss": 0.4517, "step": 332288 }, { "epoch": 4.0855086752605345, "grad_norm": 9.851983070373535, "learning_rate": 1.591450439825053e-05, "loss": 0.4809, "step": 332544 }, { "epoch": 4.088653821936783, "grad_norm": 17.43916130065918, "learning_rate": 1.5911359280554327e-05, "loss": 0.4832, "step": 332800 }, { "epoch": 4.091798968613033, "grad_norm": 107.35646057128906, "learning_rate": 1.5908214162858126e-05, "loss": 0.4221, "step": 333056 }, { "epoch": 4.094944115289283, "grad_norm": 0.1817217767238617, "learning_rate": 1.5905069045161926e-05, "loss": 0.4883, "step": 333312 }, { "epoch": 4.098089261965533, "grad_norm": 143.05455017089844, "learning_rate": 1.5901923927465723e-05, "loss": 0.4395, "step": 333568 }, { "epoch": 4.101234408641782, "grad_norm": 35.979209899902344, "learning_rate": 1.5898778809769522e-05, "loss": 0.4266, "step": 333824 }, { "epoch": 4.104379555318031, "grad_norm": 0.00816342793405056, "learning_rate": 1.5895633692073322e-05, "loss": 0.4351, "step": 334080 }, { "epoch": 4.107524701994281, "grad_norm": 213.85360717773438, "learning_rate": 1.5892488574377122e-05, "loss": 0.3684, "step": 334336 }, { "epoch": 4.110669848670531, "grad_norm": 39.7363395690918, "learning_rate": 1.588934345668092e-05, "loss": 0.3954, "step": 334592 }, { "epoch": 4.11381499534678, "grad_norm": 0.14550000429153442, "learning_rate": 1.588619833898472e-05, "loss": 0.409, "step": 334848 }, { "epoch": 4.1169601420230295, "grad_norm": 2.4026780128479004, "learning_rate": 1.5883053221288515e-05, "loss": 0.4363, "step": 335104 }, { "epoch": 4.120105288699279, "grad_norm": 147.01051330566406, "learning_rate": 1.5879908103592318e-05, "loss": 0.5452, "step": 335360 }, { "epoch": 4.123250435375529, "grad_norm": 0.21769696474075317, "learning_rate": 1.5876762985896114e-05, "loss": 0.3588, "step": 335616 }, { "epoch": 4.126395582051778, "grad_norm": 0.3982313275337219, "learning_rate": 1.5873617868199914e-05, "loss": 0.4838, "step": 335872 }, { "epoch": 4.129540728728028, "grad_norm": 38.10209655761719, "learning_rate": 1.587047275050371e-05, "loss": 0.3893, "step": 336128 }, { "epoch": 4.1326858754042775, "grad_norm": 4.889694690704346, "learning_rate": 1.586732763280751e-05, "loss": 0.4769, "step": 336384 }, { "epoch": 4.135831022080527, "grad_norm": 46.47163391113281, "learning_rate": 1.5864182515111307e-05, "loss": 0.472, "step": 336640 }, { "epoch": 4.138976168756776, "grad_norm": 0.6901742219924927, "learning_rate": 1.5861037397415107e-05, "loss": 0.4908, "step": 336896 }, { "epoch": 4.142121315433026, "grad_norm": 28.333667755126953, "learning_rate": 1.5857892279718906e-05, "loss": 0.3538, "step": 337152 }, { "epoch": 4.145266462109276, "grad_norm": 0.4067509174346924, "learning_rate": 1.5854747162022706e-05, "loss": 0.4117, "step": 337408 }, { "epoch": 4.1484116087855245, "grad_norm": 18.79134750366211, "learning_rate": 1.5851602044326503e-05, "loss": 0.4897, "step": 337664 }, { "epoch": 4.151556755461774, "grad_norm": 24.368175506591797, "learning_rate": 1.5848456926630302e-05, "loss": 0.5052, "step": 337920 }, { "epoch": 4.154701902138024, "grad_norm": 34.97966766357422, "learning_rate": 1.5845311808934102e-05, "loss": 0.3691, "step": 338176 }, { "epoch": 4.157847048814274, "grad_norm": 36.493995666503906, "learning_rate": 1.58421666912379e-05, "loss": 0.4531, "step": 338432 }, { "epoch": 4.160992195490523, "grad_norm": 143.27223205566406, "learning_rate": 1.58390215735417e-05, "loss": 0.4265, "step": 338688 }, { "epoch": 4.1641373421667724, "grad_norm": 0.828838050365448, "learning_rate": 1.5835876455845498e-05, "loss": 0.3934, "step": 338944 }, { "epoch": 4.167282488843022, "grad_norm": 0.25666344165802, "learning_rate": 1.5832731338149298e-05, "loss": 0.4192, "step": 339200 }, { "epoch": 4.170427635519272, "grad_norm": 0.1353408545255661, "learning_rate": 1.5829586220453094e-05, "loss": 0.3556, "step": 339456 }, { "epoch": 4.173572782195521, "grad_norm": 14.724331855773926, "learning_rate": 1.5826441102756894e-05, "loss": 0.4295, "step": 339712 }, { "epoch": 4.176717928871771, "grad_norm": 0.2672252058982849, "learning_rate": 1.582329598506069e-05, "loss": 0.4385, "step": 339968 }, { "epoch": 4.17986307554802, "grad_norm": 0.03450535982847214, "learning_rate": 1.582015086736449e-05, "loss": 0.4235, "step": 340224 }, { "epoch": 4.18300822222427, "grad_norm": 0.24874207377433777, "learning_rate": 1.581700574966829e-05, "loss": 0.4061, "step": 340480 }, { "epoch": 4.186153368900519, "grad_norm": 0.7424083948135376, "learning_rate": 1.581386063197209e-05, "loss": 0.4908, "step": 340736 }, { "epoch": 4.189298515576769, "grad_norm": 134.73683166503906, "learning_rate": 1.5810715514275887e-05, "loss": 0.429, "step": 340992 }, { "epoch": 4.192443662253019, "grad_norm": 5.836315631866455, "learning_rate": 1.5807570396579686e-05, "loss": 0.4462, "step": 341248 }, { "epoch": 4.195588808929268, "grad_norm": 0.018218902871012688, "learning_rate": 1.5804425278883483e-05, "loss": 0.445, "step": 341504 }, { "epoch": 4.198733955605517, "grad_norm": 0.7838549017906189, "learning_rate": 1.5801280161187283e-05, "loss": 0.4811, "step": 341760 }, { "epoch": 4.201879102281767, "grad_norm": 1.8249409198760986, "learning_rate": 1.5798135043491082e-05, "loss": 0.347, "step": 342016 }, { "epoch": 4.205024248958017, "grad_norm": 566.2861328125, "learning_rate": 1.5794989925794882e-05, "loss": 0.4983, "step": 342272 }, { "epoch": 4.2081693956342665, "grad_norm": 0.07192770391702652, "learning_rate": 1.579184480809868e-05, "loss": 0.4245, "step": 342528 }, { "epoch": 4.211314542310515, "grad_norm": 0.33272820711135864, "learning_rate": 1.578869969040248e-05, "loss": 0.4771, "step": 342784 }, { "epoch": 4.214459688986765, "grad_norm": 13.047657012939453, "learning_rate": 1.5785554572706275e-05, "loss": 0.4365, "step": 343040 }, { "epoch": 4.217604835663015, "grad_norm": 229.12564086914062, "learning_rate": 1.5782409455010075e-05, "loss": 0.3834, "step": 343296 }, { "epoch": 4.220749982339265, "grad_norm": 48.16639709472656, "learning_rate": 1.5779264337313874e-05, "loss": 0.4109, "step": 343552 }, { "epoch": 4.223895129015514, "grad_norm": 0.33954524993896484, "learning_rate": 1.5776119219617674e-05, "loss": 0.4298, "step": 343808 }, { "epoch": 4.227040275691763, "grad_norm": 18.813026428222656, "learning_rate": 1.577297410192147e-05, "loss": 0.4408, "step": 344064 }, { "epoch": 4.230185422368013, "grad_norm": 0.6447019577026367, "learning_rate": 1.576982898422527e-05, "loss": 0.4882, "step": 344320 }, { "epoch": 4.233330569044263, "grad_norm": 0.34302687644958496, "learning_rate": 1.576668386652907e-05, "loss": 0.3933, "step": 344576 }, { "epoch": 4.236475715720512, "grad_norm": 16.732297897338867, "learning_rate": 1.5763538748832867e-05, "loss": 0.413, "step": 344832 }, { "epoch": 4.2396208623967615, "grad_norm": 55.835086822509766, "learning_rate": 1.5760393631136666e-05, "loss": 0.4081, "step": 345088 }, { "epoch": 4.242766009073011, "grad_norm": 0.14344307780265808, "learning_rate": 1.5757248513440466e-05, "loss": 0.4701, "step": 345344 }, { "epoch": 4.24591115574926, "grad_norm": 19.056779861450195, "learning_rate": 1.5754103395744266e-05, "loss": 0.4397, "step": 345600 }, { "epoch": 4.24905630242551, "grad_norm": 0.48494040966033936, "learning_rate": 1.5750958278048062e-05, "loss": 0.4442, "step": 345856 }, { "epoch": 4.25220144910176, "grad_norm": 121.74722290039062, "learning_rate": 1.5747813160351862e-05, "loss": 0.4539, "step": 346112 }, { "epoch": 4.2553465957780094, "grad_norm": 73.08151245117188, "learning_rate": 1.574466804265566e-05, "loss": 0.3675, "step": 346368 }, { "epoch": 4.258491742454258, "grad_norm": 0.5641027092933655, "learning_rate": 1.574152292495946e-05, "loss": 0.4251, "step": 346624 }, { "epoch": 4.261636889130508, "grad_norm": 193.56671142578125, "learning_rate": 1.5738377807263255e-05, "loss": 0.3765, "step": 346880 }, { "epoch": 4.264782035806758, "grad_norm": 0.43298056721687317, "learning_rate": 1.5735232689567058e-05, "loss": 0.416, "step": 347136 }, { "epoch": 4.267927182483008, "grad_norm": 0.6539829969406128, "learning_rate": 1.5732087571870855e-05, "loss": 0.4428, "step": 347392 }, { "epoch": 4.2710723291592565, "grad_norm": 88.20236206054688, "learning_rate": 1.5728942454174654e-05, "loss": 0.494, "step": 347648 }, { "epoch": 4.274217475835506, "grad_norm": 0.46211355924606323, "learning_rate": 1.572579733647845e-05, "loss": 0.3858, "step": 347904 }, { "epoch": 4.277362622511756, "grad_norm": 10.243553161621094, "learning_rate": 1.572265221878225e-05, "loss": 0.4337, "step": 348160 }, { "epoch": 4.280507769188006, "grad_norm": 1.9267185926437378, "learning_rate": 1.571950710108605e-05, "loss": 0.5603, "step": 348416 }, { "epoch": 4.283652915864255, "grad_norm": 31.92858123779297, "learning_rate": 1.571636198338985e-05, "loss": 0.4218, "step": 348672 }, { "epoch": 4.286798062540504, "grad_norm": 36.23369598388672, "learning_rate": 1.5713216865693647e-05, "loss": 0.4761, "step": 348928 }, { "epoch": 4.289943209216754, "grad_norm": 94.79277038574219, "learning_rate": 1.5710071747997446e-05, "loss": 0.5288, "step": 349184 }, { "epoch": 4.293088355893004, "grad_norm": 1.9670157432556152, "learning_rate": 1.5706926630301246e-05, "loss": 0.4052, "step": 349440 }, { "epoch": 4.296233502569253, "grad_norm": 122.4579849243164, "learning_rate": 1.5703781512605043e-05, "loss": 0.4793, "step": 349696 }, { "epoch": 4.299378649245503, "grad_norm": 42.34500503540039, "learning_rate": 1.5700636394908842e-05, "loss": 0.3667, "step": 349952 }, { "epoch": 4.302523795921752, "grad_norm": 338.1840515136719, "learning_rate": 1.569749127721264e-05, "loss": 0.5043, "step": 350208 }, { "epoch": 4.305668942598002, "grad_norm": 0.07519801706075668, "learning_rate": 1.5694346159516442e-05, "loss": 0.3691, "step": 350464 }, { "epoch": 4.308814089274251, "grad_norm": 0.30865201354026794, "learning_rate": 1.569120104182024e-05, "loss": 0.4798, "step": 350720 }, { "epoch": 4.311959235950501, "grad_norm": 13.652377128601074, "learning_rate": 1.5688055924124038e-05, "loss": 0.4618, "step": 350976 }, { "epoch": 4.315104382626751, "grad_norm": 80.21342468261719, "learning_rate": 1.5684910806427835e-05, "loss": 0.4714, "step": 351232 }, { "epoch": 4.318249529302999, "grad_norm": 0.2811349332332611, "learning_rate": 1.5681765688731634e-05, "loss": 0.3776, "step": 351488 }, { "epoch": 4.321394675979249, "grad_norm": 43.756290435791016, "learning_rate": 1.567862057103543e-05, "loss": 0.5404, "step": 351744 }, { "epoch": 4.324539822655499, "grad_norm": 7.5840630531311035, "learning_rate": 1.5675475453339234e-05, "loss": 0.3703, "step": 352000 }, { "epoch": 4.327684969331749, "grad_norm": 139.19482421875, "learning_rate": 1.567233033564303e-05, "loss": 0.3948, "step": 352256 }, { "epoch": 4.330830116007998, "grad_norm": 104.86837768554688, "learning_rate": 1.566918521794683e-05, "loss": 0.4202, "step": 352512 }, { "epoch": 4.333975262684247, "grad_norm": 3.997427463531494, "learning_rate": 1.5666040100250627e-05, "loss": 0.4101, "step": 352768 }, { "epoch": 4.337120409360497, "grad_norm": 0.5823514461517334, "learning_rate": 1.5662894982554426e-05, "loss": 0.4543, "step": 353024 }, { "epoch": 4.340265556036747, "grad_norm": 0.5827736258506775, "learning_rate": 1.5659749864858226e-05, "loss": 0.4708, "step": 353280 }, { "epoch": 4.343410702712996, "grad_norm": 0.031142117455601692, "learning_rate": 1.5656604747162023e-05, "loss": 0.4162, "step": 353536 }, { "epoch": 4.3465558493892456, "grad_norm": 0.04433192312717438, "learning_rate": 1.5653459629465823e-05, "loss": 0.4091, "step": 353792 }, { "epoch": 4.349700996065495, "grad_norm": 17.527206420898438, "learning_rate": 1.5650314511769622e-05, "loss": 0.4452, "step": 354048 }, { "epoch": 4.352846142741745, "grad_norm": 26.186925888061523, "learning_rate": 1.564716939407342e-05, "loss": 0.4063, "step": 354304 }, { "epoch": 4.355991289417994, "grad_norm": 0.2337101846933365, "learning_rate": 1.564402427637722e-05, "loss": 0.403, "step": 354560 }, { "epoch": 4.359136436094244, "grad_norm": 51.35133743286133, "learning_rate": 1.564087915868102e-05, "loss": 0.5557, "step": 354816 }, { "epoch": 4.3622815827704935, "grad_norm": 2.160275936126709, "learning_rate": 1.5637734040984815e-05, "loss": 0.394, "step": 355072 }, { "epoch": 4.365426729446743, "grad_norm": 0.6121172308921814, "learning_rate": 1.5634588923288615e-05, "loss": 0.445, "step": 355328 }, { "epoch": 4.368571876122992, "grad_norm": 14.309392929077148, "learning_rate": 1.5631443805592414e-05, "loss": 0.4381, "step": 355584 }, { "epoch": 4.371717022799242, "grad_norm": 0.30734115839004517, "learning_rate": 1.5628298687896214e-05, "loss": 0.463, "step": 355840 }, { "epoch": 4.374862169475492, "grad_norm": 0.7233496904373169, "learning_rate": 1.562515357020001e-05, "loss": 0.5224, "step": 356096 }, { "epoch": 4.378007316151741, "grad_norm": 10.601611137390137, "learning_rate": 1.562200845250381e-05, "loss": 0.3838, "step": 356352 }, { "epoch": 4.38115246282799, "grad_norm": 209.69227600097656, "learning_rate": 1.5618863334807607e-05, "loss": 0.4121, "step": 356608 }, { "epoch": 4.38429760950424, "grad_norm": 75.78793334960938, "learning_rate": 1.5615718217111407e-05, "loss": 0.4433, "step": 356864 }, { "epoch": 4.38744275618049, "grad_norm": 3.6077990531921387, "learning_rate": 1.5612573099415206e-05, "loss": 0.485, "step": 357120 }, { "epoch": 4.390587902856739, "grad_norm": 6.1350812911987305, "learning_rate": 1.5609427981719006e-05, "loss": 0.5076, "step": 357376 }, { "epoch": 4.3937330495329885, "grad_norm": 12.99637508392334, "learning_rate": 1.5606282864022803e-05, "loss": 0.4506, "step": 357632 }, { "epoch": 4.396878196209238, "grad_norm": 0.5122680068016052, "learning_rate": 1.5603137746326602e-05, "loss": 0.4193, "step": 357888 }, { "epoch": 4.400023342885488, "grad_norm": 0.025185653939843178, "learning_rate": 1.55999926286304e-05, "loss": 0.3413, "step": 358144 }, { "epoch": 4.403168489561738, "grad_norm": 3.367849111557007, "learning_rate": 1.55968475109342e-05, "loss": 0.4435, "step": 358400 }, { "epoch": 4.406313636237987, "grad_norm": 27.118183135986328, "learning_rate": 1.5593702393238e-05, "loss": 0.464, "step": 358656 }, { "epoch": 4.409458782914236, "grad_norm": 4.735858917236328, "learning_rate": 1.5590557275541798e-05, "loss": 0.4544, "step": 358912 }, { "epoch": 4.412603929590486, "grad_norm": 13.226275444030762, "learning_rate": 1.5587412157845595e-05, "loss": 0.3296, "step": 359168 }, { "epoch": 4.415749076266735, "grad_norm": 0.22179430723190308, "learning_rate": 1.5584267040149394e-05, "loss": 0.5463, "step": 359424 }, { "epoch": 4.418894222942985, "grad_norm": 6.1947712898254395, "learning_rate": 1.5581121922453194e-05, "loss": 0.3669, "step": 359680 }, { "epoch": 4.422039369619235, "grad_norm": 25.431640625, "learning_rate": 1.557797680475699e-05, "loss": 0.4295, "step": 359936 }, { "epoch": 4.425184516295484, "grad_norm": 4.872597694396973, "learning_rate": 1.557483168706079e-05, "loss": 0.4799, "step": 360192 }, { "epoch": 4.428329662971733, "grad_norm": 337.6877136230469, "learning_rate": 1.557168656936459e-05, "loss": 0.3237, "step": 360448 }, { "epoch": 4.431474809647983, "grad_norm": 3.2726728916168213, "learning_rate": 1.556854145166839e-05, "loss": 0.3633, "step": 360704 }, { "epoch": 4.434619956324233, "grad_norm": 0.7783453464508057, "learning_rate": 1.5565396333972187e-05, "loss": 0.3915, "step": 360960 }, { "epoch": 4.4377651030004825, "grad_norm": 0.5727116465568542, "learning_rate": 1.5562251216275986e-05, "loss": 0.5754, "step": 361216 }, { "epoch": 4.440910249676731, "grad_norm": 0.19325481355190277, "learning_rate": 1.5559106098579783e-05, "loss": 0.4565, "step": 361472 }, { "epoch": 4.444055396352981, "grad_norm": 0.3410254120826721, "learning_rate": 1.5555960980883583e-05, "loss": 0.4259, "step": 361728 }, { "epoch": 4.447200543029231, "grad_norm": 5.404856204986572, "learning_rate": 1.555281586318738e-05, "loss": 0.4012, "step": 361984 }, { "epoch": 4.450345689705481, "grad_norm": 0.1795419603586197, "learning_rate": 1.5549670745491182e-05, "loss": 0.4952, "step": 362240 }, { "epoch": 4.45349083638173, "grad_norm": 0.17945712804794312, "learning_rate": 1.554652562779498e-05, "loss": 0.371, "step": 362496 }, { "epoch": 4.456635983057979, "grad_norm": 11.178935050964355, "learning_rate": 1.554338051009878e-05, "loss": 0.4235, "step": 362752 }, { "epoch": 4.459781129734229, "grad_norm": 19.169958114624023, "learning_rate": 1.5540235392402575e-05, "loss": 0.4337, "step": 363008 }, { "epoch": 4.462926276410479, "grad_norm": 40.609474182128906, "learning_rate": 1.5537090274706375e-05, "loss": 0.4874, "step": 363264 }, { "epoch": 4.466071423086728, "grad_norm": 0.4823182225227356, "learning_rate": 1.5533945157010174e-05, "loss": 0.4639, "step": 363520 }, { "epoch": 4.4692165697629775, "grad_norm": 0.10706117749214172, "learning_rate": 1.5530800039313974e-05, "loss": 0.4095, "step": 363776 }, { "epoch": 4.472361716439227, "grad_norm": 0.14544102549552917, "learning_rate": 1.552765492161777e-05, "loss": 0.4331, "step": 364032 }, { "epoch": 4.475506863115477, "grad_norm": 78.92945861816406, "learning_rate": 1.552450980392157e-05, "loss": 0.3828, "step": 364288 }, { "epoch": 4.478652009791726, "grad_norm": 0.9381522536277771, "learning_rate": 1.552136468622537e-05, "loss": 0.5498, "step": 364544 }, { "epoch": 4.481797156467976, "grad_norm": 48.698570251464844, "learning_rate": 1.5518219568529167e-05, "loss": 0.4764, "step": 364800 }, { "epoch": 4.4849423031442255, "grad_norm": 101.31189727783203, "learning_rate": 1.5515074450832966e-05, "loss": 0.5105, "step": 365056 }, { "epoch": 4.488087449820474, "grad_norm": 0.1653733104467392, "learning_rate": 1.5511929333136763e-05, "loss": 0.4883, "step": 365312 }, { "epoch": 4.491232596496724, "grad_norm": 14.87435531616211, "learning_rate": 1.5508784215440563e-05, "loss": 0.4209, "step": 365568 }, { "epoch": 4.494377743172974, "grad_norm": 64.11092376708984, "learning_rate": 1.5505639097744362e-05, "loss": 0.4409, "step": 365824 }, { "epoch": 4.497522889849224, "grad_norm": 0.4967323839664459, "learning_rate": 1.5502493980048162e-05, "loss": 0.4011, "step": 366080 }, { "epoch": 4.5006680365254725, "grad_norm": 32.29637145996094, "learning_rate": 1.549934886235196e-05, "loss": 0.5045, "step": 366336 }, { "epoch": 4.503813183201722, "grad_norm": 17.688823699951172, "learning_rate": 1.549620374465576e-05, "loss": 0.4361, "step": 366592 }, { "epoch": 4.506958329877972, "grad_norm": 2.3698978424072266, "learning_rate": 1.5493058626959555e-05, "loss": 0.4353, "step": 366848 }, { "epoch": 4.510103476554222, "grad_norm": 0.2591179609298706, "learning_rate": 1.5489913509263358e-05, "loss": 0.5272, "step": 367104 }, { "epoch": 4.513248623230471, "grad_norm": 105.75251770019531, "learning_rate": 1.5486768391567155e-05, "loss": 0.3966, "step": 367360 }, { "epoch": 4.5163937699067205, "grad_norm": 42.855709075927734, "learning_rate": 1.5483623273870954e-05, "loss": 0.4623, "step": 367616 }, { "epoch": 4.51953891658297, "grad_norm": 64.96548461914062, "learning_rate": 1.548047815617475e-05, "loss": 0.5504, "step": 367872 }, { "epoch": 4.52268406325922, "grad_norm": 40.712425231933594, "learning_rate": 1.547733303847855e-05, "loss": 0.4, "step": 368128 }, { "epoch": 4.525829209935469, "grad_norm": 0.04637348651885986, "learning_rate": 1.5474187920782347e-05, "loss": 0.5036, "step": 368384 }, { "epoch": 4.528974356611719, "grad_norm": 42.304561614990234, "learning_rate": 1.5471042803086147e-05, "loss": 0.4588, "step": 368640 }, { "epoch": 4.532119503287968, "grad_norm": 2.494689464569092, "learning_rate": 1.5467897685389947e-05, "loss": 0.4567, "step": 368896 }, { "epoch": 4.535264649964218, "grad_norm": 0.09282395988702774, "learning_rate": 1.5464752567693746e-05, "loss": 0.4844, "step": 369152 }, { "epoch": 4.538409796640467, "grad_norm": 91.8843765258789, "learning_rate": 1.5461607449997543e-05, "loss": 0.407, "step": 369408 }, { "epoch": 4.541554943316717, "grad_norm": 1.5122617483139038, "learning_rate": 1.5458462332301343e-05, "loss": 0.4167, "step": 369664 }, { "epoch": 4.544700089992967, "grad_norm": 26.045589447021484, "learning_rate": 1.5455317214605142e-05, "loss": 0.4403, "step": 369920 }, { "epoch": 4.547845236669216, "grad_norm": 0.873694658279419, "learning_rate": 1.545217209690894e-05, "loss": 0.4208, "step": 370176 }, { "epoch": 4.550990383345465, "grad_norm": 45.83314895629883, "learning_rate": 1.544902697921274e-05, "loss": 0.4697, "step": 370432 }, { "epoch": 4.554135530021715, "grad_norm": 10.581768035888672, "learning_rate": 1.544588186151654e-05, "loss": 0.4825, "step": 370688 }, { "epoch": 4.557280676697965, "grad_norm": 0.19337469339370728, "learning_rate": 1.5442736743820338e-05, "loss": 0.4637, "step": 370944 }, { "epoch": 4.560425823374214, "grad_norm": 13.458893775939941, "learning_rate": 1.5439591626124135e-05, "loss": 0.3764, "step": 371200 }, { "epoch": 4.563570970050463, "grad_norm": 45.62543487548828, "learning_rate": 1.5436446508427934e-05, "loss": 0.4887, "step": 371456 }, { "epoch": 4.566716116726713, "grad_norm": 0.36106231808662415, "learning_rate": 1.543330139073173e-05, "loss": 0.3956, "step": 371712 }, { "epoch": 4.569861263402963, "grad_norm": 43.74862289428711, "learning_rate": 1.543015627303553e-05, "loss": 0.5349, "step": 371968 }, { "epoch": 4.573006410079213, "grad_norm": 29.026458740234375, "learning_rate": 1.542701115533933e-05, "loss": 0.425, "step": 372224 }, { "epoch": 4.576151556755462, "grad_norm": 81.37934112548828, "learning_rate": 1.542386603764313e-05, "loss": 0.5009, "step": 372480 }, { "epoch": 4.579296703431711, "grad_norm": 0.5218445658683777, "learning_rate": 1.5420720919946927e-05, "loss": 0.4872, "step": 372736 }, { "epoch": 4.582441850107961, "grad_norm": 1.298308253288269, "learning_rate": 1.5417575802250727e-05, "loss": 0.4024, "step": 372992 }, { "epoch": 4.58558699678421, "grad_norm": 1.760785698890686, "learning_rate": 1.5414430684554523e-05, "loss": 0.4659, "step": 373248 }, { "epoch": 4.58873214346046, "grad_norm": 0.6107638478279114, "learning_rate": 1.5411285566858323e-05, "loss": 0.4418, "step": 373504 }, { "epoch": 4.5918772901367095, "grad_norm": 313.6508483886719, "learning_rate": 1.5408140449162123e-05, "loss": 0.4364, "step": 373760 }, { "epoch": 4.595022436812959, "grad_norm": 29.36980628967285, "learning_rate": 1.5404995331465922e-05, "loss": 0.4375, "step": 374016 }, { "epoch": 4.598167583489208, "grad_norm": 33.21347427368164, "learning_rate": 1.540185021376972e-05, "loss": 0.4225, "step": 374272 }, { "epoch": 4.601312730165458, "grad_norm": 1.268494963645935, "learning_rate": 1.539870509607352e-05, "loss": 0.5491, "step": 374528 }, { "epoch": 4.604457876841708, "grad_norm": 0.4023263156414032, "learning_rate": 1.539555997837732e-05, "loss": 0.4278, "step": 374784 }, { "epoch": 4.6076030235179575, "grad_norm": 90.2680435180664, "learning_rate": 1.5392414860681115e-05, "loss": 0.4145, "step": 375040 }, { "epoch": 4.610748170194206, "grad_norm": 0.36424434185028076, "learning_rate": 1.5389269742984915e-05, "loss": 0.3873, "step": 375296 }, { "epoch": 4.613893316870456, "grad_norm": 76.73234558105469, "learning_rate": 1.5386124625288714e-05, "loss": 0.502, "step": 375552 }, { "epoch": 4.617038463546706, "grad_norm": 0.16531279683113098, "learning_rate": 1.5382979507592514e-05, "loss": 0.4933, "step": 375808 }, { "epoch": 4.620183610222956, "grad_norm": 54.908939361572266, "learning_rate": 1.537983438989631e-05, "loss": 0.3921, "step": 376064 }, { "epoch": 4.6233287568992045, "grad_norm": 32.6933708190918, "learning_rate": 1.537668927220011e-05, "loss": 0.4481, "step": 376320 }, { "epoch": 4.626473903575454, "grad_norm": 0.17195437848567963, "learning_rate": 1.5373544154503907e-05, "loss": 0.3818, "step": 376576 }, { "epoch": 4.629619050251704, "grad_norm": 0.4807603061199188, "learning_rate": 1.5370399036807707e-05, "loss": 0.4113, "step": 376832 }, { "epoch": 4.632764196927953, "grad_norm": 0.3930334448814392, "learning_rate": 1.5367253919111503e-05, "loss": 0.4807, "step": 377088 }, { "epoch": 4.635909343604203, "grad_norm": 30.09731674194336, "learning_rate": 1.5364108801415306e-05, "loss": 0.5704, "step": 377344 }, { "epoch": 4.6390544902804525, "grad_norm": 40.934322357177734, "learning_rate": 1.5360963683719103e-05, "loss": 0.4741, "step": 377600 }, { "epoch": 4.642199636956702, "grad_norm": 36.52864456176758, "learning_rate": 1.5357818566022902e-05, "loss": 0.2625, "step": 377856 }, { "epoch": 4.645344783632952, "grad_norm": 123.2453842163086, "learning_rate": 1.53546734483267e-05, "loss": 0.4922, "step": 378112 }, { "epoch": 4.648489930309201, "grad_norm": 0.5196950435638428, "learning_rate": 1.53515283306305e-05, "loss": 0.5214, "step": 378368 }, { "epoch": 4.651635076985451, "grad_norm": 12.661064147949219, "learning_rate": 1.53483832129343e-05, "loss": 0.4796, "step": 378624 }, { "epoch": 4.6547802236617, "grad_norm": 11.640763282775879, "learning_rate": 1.5345238095238098e-05, "loss": 0.4067, "step": 378880 }, { "epoch": 4.657925370337949, "grad_norm": 8.130566596984863, "learning_rate": 1.5342092977541895e-05, "loss": 0.5246, "step": 379136 }, { "epoch": 4.661070517014199, "grad_norm": 0.15848112106323242, "learning_rate": 1.5338947859845695e-05, "loss": 0.3841, "step": 379392 }, { "epoch": 4.664215663690449, "grad_norm": 0.3735288083553314, "learning_rate": 1.533580274214949e-05, "loss": 0.538, "step": 379648 }, { "epoch": 4.667360810366699, "grad_norm": 0.5919455885887146, "learning_rate": 1.533265762445329e-05, "loss": 0.3892, "step": 379904 }, { "epoch": 4.6705059570429475, "grad_norm": 205.1002655029297, "learning_rate": 1.532951250675709e-05, "loss": 0.3532, "step": 380160 }, { "epoch": 4.673651103719197, "grad_norm": 5.330204010009766, "learning_rate": 1.5326367389060887e-05, "loss": 0.4009, "step": 380416 }, { "epoch": 4.676796250395447, "grad_norm": 2.469081401824951, "learning_rate": 1.5323222271364687e-05, "loss": 0.5124, "step": 380672 }, { "epoch": 4.679941397071697, "grad_norm": 0.9177038669586182, "learning_rate": 1.5320077153668487e-05, "loss": 0.5145, "step": 380928 }, { "epoch": 4.683086543747946, "grad_norm": 0.021899504587054253, "learning_rate": 1.5316932035972286e-05, "loss": 0.4938, "step": 381184 }, { "epoch": 4.686231690424195, "grad_norm": 5.4605255126953125, "learning_rate": 1.5313786918276083e-05, "loss": 0.4124, "step": 381440 }, { "epoch": 4.689376837100445, "grad_norm": 36.440486907958984, "learning_rate": 1.5310641800579883e-05, "loss": 0.4617, "step": 381696 }, { "epoch": 4.692521983776695, "grad_norm": 0.18164685368537903, "learning_rate": 1.530749668288368e-05, "loss": 0.436, "step": 381952 }, { "epoch": 4.695667130452944, "grad_norm": 1.0528472661972046, "learning_rate": 1.5304351565187482e-05, "loss": 0.4793, "step": 382208 }, { "epoch": 4.698812277129194, "grad_norm": 18.716480255126953, "learning_rate": 1.530120644749128e-05, "loss": 0.4567, "step": 382464 }, { "epoch": 4.701957423805443, "grad_norm": 0.9601308107376099, "learning_rate": 1.529806132979508e-05, "loss": 0.4811, "step": 382720 }, { "epoch": 4.705102570481693, "grad_norm": 0.24384582042694092, "learning_rate": 1.5294916212098875e-05, "loss": 0.3727, "step": 382976 }, { "epoch": 4.708247717157942, "grad_norm": 63.768585205078125, "learning_rate": 1.5291771094402675e-05, "loss": 0.457, "step": 383232 }, { "epoch": 4.711392863834192, "grad_norm": 33.049888610839844, "learning_rate": 1.528862597670647e-05, "loss": 0.4236, "step": 383488 }, { "epoch": 4.7145380105104415, "grad_norm": 37.922874450683594, "learning_rate": 1.528548085901027e-05, "loss": 0.4611, "step": 383744 }, { "epoch": 4.717683157186691, "grad_norm": 15.72169303894043, "learning_rate": 1.528233574131407e-05, "loss": 0.4542, "step": 384000 }, { "epoch": 4.72082830386294, "grad_norm": 42.17428970336914, "learning_rate": 1.527919062361787e-05, "loss": 0.4517, "step": 384256 }, { "epoch": 4.72397345053919, "grad_norm": 420.9949645996094, "learning_rate": 1.5276045505921667e-05, "loss": 0.4932, "step": 384512 }, { "epoch": 4.72711859721544, "grad_norm": 0.014308485202491283, "learning_rate": 1.5272900388225467e-05, "loss": 0.4584, "step": 384768 }, { "epoch": 4.730263743891689, "grad_norm": 122.4588394165039, "learning_rate": 1.5269755270529266e-05, "loss": 0.3775, "step": 385024 }, { "epoch": 4.733408890567938, "grad_norm": 22.24554443359375, "learning_rate": 1.5266610152833063e-05, "loss": 0.4685, "step": 385280 }, { "epoch": 4.736554037244188, "grad_norm": 5.365596771240234, "learning_rate": 1.5263465035136863e-05, "loss": 0.4637, "step": 385536 }, { "epoch": 4.739699183920438, "grad_norm": 75.9616470336914, "learning_rate": 1.5260319917440663e-05, "loss": 0.4782, "step": 385792 }, { "epoch": 4.742844330596688, "grad_norm": 78.20529174804688, "learning_rate": 1.525717479974446e-05, "loss": 0.4626, "step": 386048 }, { "epoch": 4.7459894772729365, "grad_norm": 0.11991903185844421, "learning_rate": 1.5254029682048259e-05, "loss": 0.4615, "step": 386304 }, { "epoch": 4.749134623949186, "grad_norm": 0.5266178846359253, "learning_rate": 1.5250884564352057e-05, "loss": 0.4312, "step": 386560 }, { "epoch": 4.752279770625436, "grad_norm": 0.10850125551223755, "learning_rate": 1.5247739446655857e-05, "loss": 0.5046, "step": 386816 }, { "epoch": 4.755424917301685, "grad_norm": 0.3127959072589874, "learning_rate": 1.5244594328959655e-05, "loss": 0.3982, "step": 387072 }, { "epoch": 4.758570063977935, "grad_norm": 12.409524917602539, "learning_rate": 1.5241449211263455e-05, "loss": 0.5496, "step": 387328 }, { "epoch": 4.7617152106541845, "grad_norm": 4.042536735534668, "learning_rate": 1.5238304093567253e-05, "loss": 0.4297, "step": 387584 }, { "epoch": 4.764860357330434, "grad_norm": 24.607297897338867, "learning_rate": 1.5235158975871052e-05, "loss": 0.4218, "step": 387840 }, { "epoch": 4.768005504006683, "grad_norm": 74.20430755615234, "learning_rate": 1.523201385817485e-05, "loss": 0.5331, "step": 388096 }, { "epoch": 4.771150650682933, "grad_norm": 93.53345489501953, "learning_rate": 1.5228868740478649e-05, "loss": 0.4141, "step": 388352 }, { "epoch": 4.774295797359183, "grad_norm": 10.38814926147461, "learning_rate": 1.5225723622782447e-05, "loss": 0.45, "step": 388608 }, { "epoch": 4.777440944035432, "grad_norm": 71.80351257324219, "learning_rate": 1.5222578505086247e-05, "loss": 0.4434, "step": 388864 }, { "epoch": 4.780586090711681, "grad_norm": 0.0529104620218277, "learning_rate": 1.5219433387390046e-05, "loss": 0.3809, "step": 389120 }, { "epoch": 4.783731237387931, "grad_norm": 47.54201889038086, "learning_rate": 1.5216288269693845e-05, "loss": 0.4128, "step": 389376 }, { "epoch": 4.786876384064181, "grad_norm": 8.440589904785156, "learning_rate": 1.5213143151997643e-05, "loss": 0.4178, "step": 389632 }, { "epoch": 4.790021530740431, "grad_norm": 0.1548546403646469, "learning_rate": 1.520999803430144e-05, "loss": 0.4209, "step": 389888 }, { "epoch": 4.7931666774166795, "grad_norm": 89.0304183959961, "learning_rate": 1.5206852916605239e-05, "loss": 0.4189, "step": 390144 }, { "epoch": 4.796311824092929, "grad_norm": 42.92784118652344, "learning_rate": 1.5203707798909037e-05, "loss": 0.4871, "step": 390400 }, { "epoch": 4.799456970769179, "grad_norm": 248.5048828125, "learning_rate": 1.5200562681212838e-05, "loss": 0.4569, "step": 390656 }, { "epoch": 4.802602117445428, "grad_norm": 7.337618827819824, "learning_rate": 1.5197417563516637e-05, "loss": 0.4461, "step": 390912 }, { "epoch": 4.805747264121678, "grad_norm": 0.14882519841194153, "learning_rate": 1.5194272445820435e-05, "loss": 0.422, "step": 391168 }, { "epoch": 4.808892410797927, "grad_norm": 0.7318896055221558, "learning_rate": 1.5191127328124233e-05, "loss": 0.4024, "step": 391424 }, { "epoch": 4.812037557474177, "grad_norm": 78.16159057617188, "learning_rate": 1.5187982210428031e-05, "loss": 0.5289, "step": 391680 }, { "epoch": 4.815182704150427, "grad_norm": 21.80522346496582, "learning_rate": 1.518483709273183e-05, "loss": 0.4007, "step": 391936 }, { "epoch": 4.818327850826676, "grad_norm": 76.2160873413086, "learning_rate": 1.518169197503563e-05, "loss": 0.4581, "step": 392192 }, { "epoch": 4.821472997502926, "grad_norm": 2.214731216430664, "learning_rate": 1.5178546857339429e-05, "loss": 0.4541, "step": 392448 }, { "epoch": 4.824618144179175, "grad_norm": 5.559924125671387, "learning_rate": 1.5175401739643227e-05, "loss": 0.4577, "step": 392704 }, { "epoch": 4.827763290855424, "grad_norm": 32.65327835083008, "learning_rate": 1.5172256621947027e-05, "loss": 0.4104, "step": 392960 }, { "epoch": 4.830908437531674, "grad_norm": 4.551636695861816, "learning_rate": 1.5169111504250825e-05, "loss": 0.3861, "step": 393216 }, { "epoch": 4.834053584207924, "grad_norm": 27.39976692199707, "learning_rate": 1.5165966386554623e-05, "loss": 0.4473, "step": 393472 }, { "epoch": 4.8371987308841735, "grad_norm": 0.37570255994796753, "learning_rate": 1.5162821268858421e-05, "loss": 0.437, "step": 393728 }, { "epoch": 4.840343877560422, "grad_norm": 0.3768576979637146, "learning_rate": 1.515967615116222e-05, "loss": 0.4507, "step": 393984 }, { "epoch": 4.843489024236672, "grad_norm": 64.30237579345703, "learning_rate": 1.515653103346602e-05, "loss": 0.3845, "step": 394240 }, { "epoch": 4.846634170912922, "grad_norm": 1.057909607887268, "learning_rate": 1.5153385915769819e-05, "loss": 0.5416, "step": 394496 }, { "epoch": 4.849779317589172, "grad_norm": 0.27367573976516724, "learning_rate": 1.5150240798073617e-05, "loss": 0.4589, "step": 394752 }, { "epoch": 4.852924464265421, "grad_norm": 32.440677642822266, "learning_rate": 1.5147095680377415e-05, "loss": 0.4443, "step": 395008 }, { "epoch": 4.85606961094167, "grad_norm": 21.873031616210938, "learning_rate": 1.5143950562681213e-05, "loss": 0.5031, "step": 395264 }, { "epoch": 4.85921475761792, "grad_norm": 0.22820694744586945, "learning_rate": 1.5140805444985011e-05, "loss": 0.479, "step": 395520 }, { "epoch": 4.86235990429417, "grad_norm": 40.81998062133789, "learning_rate": 1.5137660327288813e-05, "loss": 0.5438, "step": 395776 }, { "epoch": 4.865505050970419, "grad_norm": 96.40206146240234, "learning_rate": 1.513451520959261e-05, "loss": 0.3843, "step": 396032 }, { "epoch": 4.8686501976466685, "grad_norm": 92.08551025390625, "learning_rate": 1.5131370091896409e-05, "loss": 0.3889, "step": 396288 }, { "epoch": 4.871795344322918, "grad_norm": 0.3882986307144165, "learning_rate": 1.5128224974200207e-05, "loss": 0.4773, "step": 396544 }, { "epoch": 4.874940490999167, "grad_norm": 0.09950807690620422, "learning_rate": 1.5125079856504005e-05, "loss": 0.4041, "step": 396800 }, { "epoch": 4.878085637675417, "grad_norm": 43.67584991455078, "learning_rate": 1.5121934738807805e-05, "loss": 0.443, "step": 397056 }, { "epoch": 4.881230784351667, "grad_norm": 3.2849390506744385, "learning_rate": 1.5118789621111605e-05, "loss": 0.4526, "step": 397312 }, { "epoch": 4.8843759310279165, "grad_norm": 8.674638748168945, "learning_rate": 1.5115644503415403e-05, "loss": 0.4378, "step": 397568 }, { "epoch": 4.887521077704166, "grad_norm": 40.49319839477539, "learning_rate": 1.51124993857192e-05, "loss": 0.4479, "step": 397824 }, { "epoch": 4.890666224380415, "grad_norm": 4.415699005126953, "learning_rate": 1.5109354268023e-05, "loss": 0.4844, "step": 398080 }, { "epoch": 4.893811371056665, "grad_norm": 0.09496615082025528, "learning_rate": 1.5106209150326799e-05, "loss": 0.424, "step": 398336 }, { "epoch": 4.896956517732915, "grad_norm": 1.7374989986419678, "learning_rate": 1.5103064032630597e-05, "loss": 0.4511, "step": 398592 }, { "epoch": 4.9001016644091635, "grad_norm": 21.716785430908203, "learning_rate": 1.5099918914934395e-05, "loss": 0.3953, "step": 398848 }, { "epoch": 4.903246811085413, "grad_norm": 100.94387817382812, "learning_rate": 1.5096773797238196e-05, "loss": 0.4831, "step": 399104 }, { "epoch": 4.906391957761663, "grad_norm": 0.1464122086763382, "learning_rate": 1.5093628679541995e-05, "loss": 0.443, "step": 399360 }, { "epoch": 4.909537104437913, "grad_norm": 19.914461135864258, "learning_rate": 1.5090483561845793e-05, "loss": 0.4881, "step": 399616 }, { "epoch": 4.912682251114162, "grad_norm": 81.96047973632812, "learning_rate": 1.508733844414959e-05, "loss": 0.4267, "step": 399872 }, { "epoch": 4.9158273977904114, "grad_norm": 123.0934829711914, "learning_rate": 1.5084193326453389e-05, "loss": 0.4732, "step": 400128 }, { "epoch": 4.918972544466661, "grad_norm": 0.3333633244037628, "learning_rate": 1.5081048208757187e-05, "loss": 0.4834, "step": 400384 }, { "epoch": 4.922117691142911, "grad_norm": 1.244377613067627, "learning_rate": 1.5077903091060988e-05, "loss": 0.4714, "step": 400640 }, { "epoch": 4.92526283781916, "grad_norm": 0.4310603737831116, "learning_rate": 1.5074757973364787e-05, "loss": 0.4822, "step": 400896 }, { "epoch": 4.92840798449541, "grad_norm": 0.4027729034423828, "learning_rate": 1.5071612855668585e-05, "loss": 0.4321, "step": 401152 }, { "epoch": 4.931553131171659, "grad_norm": 13.537920951843262, "learning_rate": 1.5068467737972383e-05, "loss": 0.5037, "step": 401408 }, { "epoch": 4.934698277847909, "grad_norm": 83.20620727539062, "learning_rate": 1.5065322620276181e-05, "loss": 0.4267, "step": 401664 }, { "epoch": 4.937843424524158, "grad_norm": 104.27676391601562, "learning_rate": 1.506217750257998e-05, "loss": 0.4385, "step": 401920 }, { "epoch": 4.940988571200408, "grad_norm": 0.3629232347011566, "learning_rate": 1.5059032384883779e-05, "loss": 0.4539, "step": 402176 }, { "epoch": 4.944133717876658, "grad_norm": 26.156049728393555, "learning_rate": 1.5055887267187579e-05, "loss": 0.5129, "step": 402432 }, { "epoch": 4.947278864552907, "grad_norm": 11.355233192443848, "learning_rate": 1.5052742149491377e-05, "loss": 0.5034, "step": 402688 }, { "epoch": 4.950424011229156, "grad_norm": 0.15290385484695435, "learning_rate": 1.5049597031795175e-05, "loss": 0.4437, "step": 402944 }, { "epoch": 4.953569157905406, "grad_norm": 0.03169036656618118, "learning_rate": 1.5046451914098975e-05, "loss": 0.5498, "step": 403200 }, { "epoch": 4.956714304581656, "grad_norm": 0.6258155107498169, "learning_rate": 1.5043306796402773e-05, "loss": 0.3878, "step": 403456 }, { "epoch": 4.9598594512579055, "grad_norm": 42.20677947998047, "learning_rate": 1.5040161678706571e-05, "loss": 0.5044, "step": 403712 }, { "epoch": 4.963004597934154, "grad_norm": 0.22367466986179352, "learning_rate": 1.503701656101037e-05, "loss": 0.4911, "step": 403968 }, { "epoch": 4.966149744610404, "grad_norm": 1.793988823890686, "learning_rate": 1.503387144331417e-05, "loss": 0.3491, "step": 404224 }, { "epoch": 4.969294891286654, "grad_norm": 2.8468687534332275, "learning_rate": 1.5030726325617969e-05, "loss": 0.4808, "step": 404480 }, { "epoch": 4.972440037962903, "grad_norm": 55.412418365478516, "learning_rate": 1.5027581207921767e-05, "loss": 0.4899, "step": 404736 }, { "epoch": 4.975585184639153, "grad_norm": 0.14198999106884003, "learning_rate": 1.5024436090225565e-05, "loss": 0.4653, "step": 404992 }, { "epoch": 4.978730331315402, "grad_norm": 2.9037771224975586, "learning_rate": 1.5021290972529363e-05, "loss": 0.4385, "step": 405248 }, { "epoch": 4.981875477991652, "grad_norm": 14.98426342010498, "learning_rate": 1.5018145854833161e-05, "loss": 0.4587, "step": 405504 }, { "epoch": 4.985020624667902, "grad_norm": 15.498087882995605, "learning_rate": 1.5015000737136963e-05, "loss": 0.4419, "step": 405760 }, { "epoch": 4.988165771344151, "grad_norm": 5.2790374755859375, "learning_rate": 1.501185561944076e-05, "loss": 0.5088, "step": 406016 }, { "epoch": 4.9913109180204005, "grad_norm": 197.16395568847656, "learning_rate": 1.5008710501744559e-05, "loss": 0.532, "step": 406272 }, { "epoch": 4.99445606469665, "grad_norm": 10.321364402770996, "learning_rate": 1.5005565384048357e-05, "loss": 0.5187, "step": 406528 }, { "epoch": 4.997601211372899, "grad_norm": 0.1803307980298996, "learning_rate": 1.5002420266352155e-05, "loss": 0.4847, "step": 406784 }, { "epoch": 5.0, "eval_AGE": { "f1": 0.9686648918265554, "number": 32192, "precision": 0.9544412953024182, "recall": 0.9833188369781312 }, "eval_BUILDINGNUM": { "f1": 0.980485793795307, "number": 28889, "precision": 0.9731969309462916, "recall": 0.9878846619820693 }, "eval_CITY": { "f1": 0.9723731721068605, "number": 41669, "precision": 0.972104960184208, "recall": 0.9726415320742039 }, "eval_DATE": { "f1": 0.997593216573481, "number": 80940, "precision": 0.9965968780054746, "recall": 0.9985915492957746 }, "eval_EMAIL": { "f1": 0.9970628853747253, "number": 51445, "precision": 0.9977227163906028, "recall": 0.9964039265234717 }, "eval_GENDER": { "f1": 0.9728994151369506, "number": 17457, "precision": 0.9836075171242902, "recall": 0.9624219510797961 }, "eval_GIVENNAME": { "f1": 0.9333472131342573, "number": 100350, "precision": 0.9285967923299994, "recall": 0.9381464872944694 }, "eval_IDCARDNUM": { "f1": 0.9075509805199037, "number": 22068, "precision": 0.8713874640310272, "recall": 0.9468461120174008 }, "eval_PASSPORTNUM": { "f1": 0.9233025823136605, "number": 12959, "precision": 0.9236947791164659, "recall": 0.9229107184196311 }, "eval_SEX": { "f1": 0.9661364629922318, "number": 14570, "precision": 0.9471220412738182, "recall": 0.985929993136582 }, "eval_SOCIALNUM": { "f1": 0.9101440392277046, "number": 15327, "precision": 0.8581748829682714, "recall": 0.9688132054544268 }, "eval_STREET": { "f1": 0.9766071266660622, "number": 32803, "precision": 0.9682958257169398, "recall": 0.9850623418589763 }, "eval_SURNAME": { "f1": 0.9277010560519904, "number": 85192, "precision": 0.9304725692558392, "recall": 0.9249460043196545 }, "eval_TELEPHONENUM": { "f1": 0.9934911162532646, "number": 36941, "precision": 0.993262622436279, "recall": 0.9937197152215695 }, "eval_ZIPCODE": { "f1": 0.9835614186495706, "number": 24346, "precision": 0.9840871710526315, "recall": 0.9830362277170788 }, "eval_overall_accuracy": 0.9931339995806231, "eval_overall_f1": 0.961819476188692, "eval_overall_precision": 0.9564764505503787, "eval_overall_recall": 0.9672225310978183, "eval_runtime": 3726.8328, "eval_samples_per_second": 87.362, "eval_steps_per_second": 43.681, "step": 406980 }, { "epoch": 5.000737143752246, "grad_norm": 0.7710248827934265, "learning_rate": 1.4999275148655955e-05, "loss": 0.4059, "step": 407040 }, { "epoch": 5.003882290428495, "grad_norm": 0.09372542053461075, "learning_rate": 1.4996130030959755e-05, "loss": 0.4181, "step": 407296 }, { "epoch": 5.007027437104745, "grad_norm": 1.1031941175460815, "learning_rate": 1.4992984913263553e-05, "loss": 0.2997, "step": 407552 }, { "epoch": 5.010172583780995, "grad_norm": 12.962038040161133, "learning_rate": 1.498983979556735e-05, "loss": 0.401, "step": 407808 }, { "epoch": 5.013317730457244, "grad_norm": 0.2239060252904892, "learning_rate": 1.4986694677871149e-05, "loss": 0.3475, "step": 408064 }, { "epoch": 5.016462877133494, "grad_norm": 0.25520265102386475, "learning_rate": 1.4983549560174949e-05, "loss": 0.3334, "step": 408320 }, { "epoch": 5.019608023809743, "grad_norm": 2.983374834060669, "learning_rate": 1.4980404442478747e-05, "loss": 0.3308, "step": 408576 }, { "epoch": 5.022753170485993, "grad_norm": 0.2632104456424713, "learning_rate": 1.4977259324782545e-05, "loss": 0.3954, "step": 408832 }, { "epoch": 5.025898317162242, "grad_norm": 35.5607795715332, "learning_rate": 1.4974114207086345e-05, "loss": 0.3856, "step": 409088 }, { "epoch": 5.029043463838492, "grad_norm": 0.08944360166788101, "learning_rate": 1.4970969089390145e-05, "loss": 0.2983, "step": 409344 }, { "epoch": 5.0321886105147415, "grad_norm": 34.97138214111328, "learning_rate": 1.4967823971693943e-05, "loss": 0.3283, "step": 409600 }, { "epoch": 5.035333757190991, "grad_norm": 5.585193634033203, "learning_rate": 1.496467885399774e-05, "loss": 0.3455, "step": 409856 }, { "epoch": 5.03847890386724, "grad_norm": 1.1885769367218018, "learning_rate": 1.4961533736301539e-05, "loss": 0.4045, "step": 410112 }, { "epoch": 5.04162405054349, "grad_norm": 20.224523544311523, "learning_rate": 1.4958388618605337e-05, "loss": 0.3256, "step": 410368 }, { "epoch": 5.04476919721974, "grad_norm": 41.984886169433594, "learning_rate": 1.4955243500909138e-05, "loss": 0.3389, "step": 410624 }, { "epoch": 5.047914343895989, "grad_norm": 0.1993991881608963, "learning_rate": 1.4952098383212937e-05, "loss": 0.355, "step": 410880 }, { "epoch": 5.051059490572238, "grad_norm": 0.35691314935684204, "learning_rate": 1.4948953265516735e-05, "loss": 0.2699, "step": 411136 }, { "epoch": 5.054204637248488, "grad_norm": 0.44386595487594604, "learning_rate": 1.4945808147820533e-05, "loss": 0.2916, "step": 411392 }, { "epoch": 5.057349783924738, "grad_norm": 107.46903228759766, "learning_rate": 1.4942663030124331e-05, "loss": 0.3219, "step": 411648 }, { "epoch": 5.060494930600987, "grad_norm": 0.08264636993408203, "learning_rate": 1.4939517912428129e-05, "loss": 0.3817, "step": 411904 }, { "epoch": 5.0636400772772365, "grad_norm": 6.605735778808594, "learning_rate": 1.4936372794731929e-05, "loss": 0.3802, "step": 412160 }, { "epoch": 5.066785223953486, "grad_norm": 0.5865673422813416, "learning_rate": 1.4933227677035729e-05, "loss": 0.4049, "step": 412416 }, { "epoch": 5.069930370629736, "grad_norm": 0.06085227429866791, "learning_rate": 1.4930082559339527e-05, "loss": 0.3209, "step": 412672 }, { "epoch": 5.073075517305985, "grad_norm": 0.6298277378082275, "learning_rate": 1.4926937441643325e-05, "loss": 0.3804, "step": 412928 }, { "epoch": 5.076220663982235, "grad_norm": 13.829341888427734, "learning_rate": 1.4923792323947125e-05, "loss": 0.4603, "step": 413184 }, { "epoch": 5.0793658106584845, "grad_norm": 0.9439744353294373, "learning_rate": 1.4920647206250923e-05, "loss": 0.3926, "step": 413440 }, { "epoch": 5.082510957334734, "grad_norm": 15.285249710083008, "learning_rate": 1.4917502088554721e-05, "loss": 0.4066, "step": 413696 }, { "epoch": 5.085656104010983, "grad_norm": 140.6249542236328, "learning_rate": 1.4914356970858519e-05, "loss": 0.3287, "step": 413952 }, { "epoch": 5.088801250687233, "grad_norm": 0.36269086599349976, "learning_rate": 1.4911211853162319e-05, "loss": 0.4096, "step": 414208 }, { "epoch": 5.091946397363483, "grad_norm": 1.0556248426437378, "learning_rate": 1.4908066735466119e-05, "loss": 0.3463, "step": 414464 }, { "epoch": 5.095091544039732, "grad_norm": 64.4525146484375, "learning_rate": 1.4904921617769917e-05, "loss": 0.3485, "step": 414720 }, { "epoch": 5.098236690715981, "grad_norm": 0.11732959747314453, "learning_rate": 1.4901776500073715e-05, "loss": 0.3436, "step": 414976 }, { "epoch": 5.101381837392231, "grad_norm": 0.2561857998371124, "learning_rate": 1.4898631382377513e-05, "loss": 0.4747, "step": 415232 }, { "epoch": 5.104526984068481, "grad_norm": 55.87223434448242, "learning_rate": 1.4895486264681311e-05, "loss": 0.3505, "step": 415488 }, { "epoch": 5.107672130744731, "grad_norm": 0.025031782686710358, "learning_rate": 1.4892341146985113e-05, "loss": 0.4242, "step": 415744 }, { "epoch": 5.1108172774209795, "grad_norm": 0.727285623550415, "learning_rate": 1.488919602928891e-05, "loss": 0.3706, "step": 416000 }, { "epoch": 5.113962424097229, "grad_norm": 0.1500883847475052, "learning_rate": 1.4886050911592709e-05, "loss": 0.3627, "step": 416256 }, { "epoch": 5.117107570773479, "grad_norm": 8.881159782409668, "learning_rate": 1.4882905793896507e-05, "loss": 0.3393, "step": 416512 }, { "epoch": 5.120252717449729, "grad_norm": 1.1535494327545166, "learning_rate": 1.4879760676200305e-05, "loss": 0.3572, "step": 416768 }, { "epoch": 5.123397864125978, "grad_norm": 0.4272177815437317, "learning_rate": 1.4876615558504103e-05, "loss": 0.3183, "step": 417024 }, { "epoch": 5.126543010802227, "grad_norm": 22.624832153320312, "learning_rate": 1.4873470440807903e-05, "loss": 0.3261, "step": 417280 }, { "epoch": 5.129688157478477, "grad_norm": 0.2767268717288971, "learning_rate": 1.4870325323111703e-05, "loss": 0.3896, "step": 417536 }, { "epoch": 5.132833304154726, "grad_norm": 0.32466772198677063, "learning_rate": 1.48671802054155e-05, "loss": 0.4055, "step": 417792 }, { "epoch": 5.135978450830976, "grad_norm": 0.024814318865537643, "learning_rate": 1.4864035087719299e-05, "loss": 0.396, "step": 418048 }, { "epoch": 5.139123597507226, "grad_norm": 245.53958129882812, "learning_rate": 1.4860889970023099e-05, "loss": 0.3996, "step": 418304 }, { "epoch": 5.142268744183475, "grad_norm": 117.71217346191406, "learning_rate": 1.4857744852326897e-05, "loss": 0.4319, "step": 418560 }, { "epoch": 5.145413890859724, "grad_norm": 116.89668273925781, "learning_rate": 1.4854599734630695e-05, "loss": 0.3192, "step": 418816 }, { "epoch": 5.148559037535974, "grad_norm": 0.3126812279224396, "learning_rate": 1.4851454616934495e-05, "loss": 0.3639, "step": 419072 }, { "epoch": 5.151704184212224, "grad_norm": 21.277118682861328, "learning_rate": 1.4848309499238293e-05, "loss": 0.4359, "step": 419328 }, { "epoch": 5.1548493308884735, "grad_norm": 94.19546508789062, "learning_rate": 1.4845164381542093e-05, "loss": 0.4494, "step": 419584 }, { "epoch": 5.157994477564722, "grad_norm": 25.620561599731445, "learning_rate": 1.484201926384589e-05, "loss": 0.3887, "step": 419840 }, { "epoch": 5.161139624240972, "grad_norm": 12.36883544921875, "learning_rate": 1.4838874146149689e-05, "loss": 0.3452, "step": 420096 }, { "epoch": 5.164284770917222, "grad_norm": 208.77377319335938, "learning_rate": 1.4835729028453487e-05, "loss": 0.3444, "step": 420352 }, { "epoch": 5.167429917593472, "grad_norm": 178.72891235351562, "learning_rate": 1.4832583910757285e-05, "loss": 0.3766, "step": 420608 }, { "epoch": 5.170575064269721, "grad_norm": 4.52494478225708, "learning_rate": 1.4829438793061087e-05, "loss": 0.3614, "step": 420864 }, { "epoch": 5.17372021094597, "grad_norm": 0.02147882618010044, "learning_rate": 1.4826293675364885e-05, "loss": 0.4036, "step": 421120 }, { "epoch": 5.17686535762222, "grad_norm": 13.29345703125, "learning_rate": 1.4823148557668683e-05, "loss": 0.3316, "step": 421376 }, { "epoch": 5.18001050429847, "grad_norm": 9.457071304321289, "learning_rate": 1.4820003439972481e-05, "loss": 0.3508, "step": 421632 }, { "epoch": 5.183155650974719, "grad_norm": 0.3050714135169983, "learning_rate": 1.4816858322276279e-05, "loss": 0.4215, "step": 421888 }, { "epoch": 5.1863007976509685, "grad_norm": 53.147090911865234, "learning_rate": 1.4813713204580079e-05, "loss": 0.3824, "step": 422144 }, { "epoch": 5.189445944327218, "grad_norm": 2.5130209922790527, "learning_rate": 1.4810568086883879e-05, "loss": 0.4298, "step": 422400 }, { "epoch": 5.192591091003468, "grad_norm": 12.828927993774414, "learning_rate": 1.4807422969187677e-05, "loss": 0.3611, "step": 422656 }, { "epoch": 5.195736237679717, "grad_norm": 29.501089096069336, "learning_rate": 1.4804277851491475e-05, "loss": 0.3302, "step": 422912 }, { "epoch": 5.198881384355967, "grad_norm": 36.43281555175781, "learning_rate": 1.4801132733795273e-05, "loss": 0.4196, "step": 423168 }, { "epoch": 5.2020265310322165, "grad_norm": 0.019974226132035255, "learning_rate": 1.4797987616099073e-05, "loss": 0.3614, "step": 423424 }, { "epoch": 5.205171677708465, "grad_norm": 187.4714813232422, "learning_rate": 1.4794842498402871e-05, "loss": 0.4227, "step": 423680 }, { "epoch": 5.208316824384715, "grad_norm": 62.586612701416016, "learning_rate": 1.4791697380706669e-05, "loss": 0.3552, "step": 423936 }, { "epoch": 5.211461971060965, "grad_norm": 0.13307207822799683, "learning_rate": 1.4788552263010469e-05, "loss": 0.2686, "step": 424192 }, { "epoch": 5.214607117737215, "grad_norm": 58.886043548583984, "learning_rate": 1.4785407145314269e-05, "loss": 0.3572, "step": 424448 }, { "epoch": 5.2177522644134635, "grad_norm": 38.93104934692383, "learning_rate": 1.4782262027618067e-05, "loss": 0.4399, "step": 424704 }, { "epoch": 5.220897411089713, "grad_norm": 0.048439305275678635, "learning_rate": 1.4779116909921865e-05, "loss": 0.4742, "step": 424960 }, { "epoch": 5.224042557765963, "grad_norm": 243.83067321777344, "learning_rate": 1.4775971792225663e-05, "loss": 0.4012, "step": 425216 }, { "epoch": 5.227187704442213, "grad_norm": 0.05511689558625221, "learning_rate": 1.4772826674529461e-05, "loss": 0.3506, "step": 425472 }, { "epoch": 5.230332851118462, "grad_norm": 57.89175033569336, "learning_rate": 1.4769681556833263e-05, "loss": 0.3984, "step": 425728 }, { "epoch": 5.2334779977947115, "grad_norm": 70.34017181396484, "learning_rate": 1.476653643913706e-05, "loss": 0.3375, "step": 425984 }, { "epoch": 5.236623144470961, "grad_norm": 128.1634521484375, "learning_rate": 1.4763391321440859e-05, "loss": 0.4836, "step": 426240 }, { "epoch": 5.239768291147211, "grad_norm": 29.05970001220703, "learning_rate": 1.4760246203744657e-05, "loss": 0.358, "step": 426496 }, { "epoch": 5.24291343782346, "grad_norm": 132.31077575683594, "learning_rate": 1.4757101086048455e-05, "loss": 0.3388, "step": 426752 }, { "epoch": 5.24605858449971, "grad_norm": 0.2453315705060959, "learning_rate": 1.4753955968352253e-05, "loss": 0.4024, "step": 427008 }, { "epoch": 5.249203731175959, "grad_norm": 3.2180874347686768, "learning_rate": 1.4750810850656053e-05, "loss": 0.3768, "step": 427264 }, { "epoch": 5.252348877852209, "grad_norm": 130.93499755859375, "learning_rate": 1.4747665732959853e-05, "loss": 0.3487, "step": 427520 }, { "epoch": 5.255494024528458, "grad_norm": 1.1053277254104614, "learning_rate": 1.474452061526365e-05, "loss": 0.4751, "step": 427776 }, { "epoch": 5.258639171204708, "grad_norm": 4.604104518890381, "learning_rate": 1.4741375497567449e-05, "loss": 0.3788, "step": 428032 }, { "epoch": 5.261784317880958, "grad_norm": 3.67272686958313, "learning_rate": 1.4738230379871247e-05, "loss": 0.3562, "step": 428288 }, { "epoch": 5.264929464557207, "grad_norm": 53.248435974121094, "learning_rate": 1.4735085262175047e-05, "loss": 0.3696, "step": 428544 }, { "epoch": 5.268074611233456, "grad_norm": 67.01683807373047, "learning_rate": 1.4731940144478845e-05, "loss": 0.3929, "step": 428800 }, { "epoch": 5.271219757909706, "grad_norm": 47.91697692871094, "learning_rate": 1.4728795026782645e-05, "loss": 0.4941, "step": 429056 }, { "epoch": 5.274364904585956, "grad_norm": 22.96300506591797, "learning_rate": 1.4725649909086443e-05, "loss": 0.3532, "step": 429312 }, { "epoch": 5.2775100512622055, "grad_norm": 2.7295775413513184, "learning_rate": 1.4722504791390243e-05, "loss": 0.3443, "step": 429568 }, { "epoch": 5.280655197938454, "grad_norm": 47.19913864135742, "learning_rate": 1.471935967369404e-05, "loss": 0.391, "step": 429824 }, { "epoch": 5.283800344614704, "grad_norm": 0.045273683965206146, "learning_rate": 1.4716214555997839e-05, "loss": 0.4448, "step": 430080 }, { "epoch": 5.286945491290954, "grad_norm": 17.242761611938477, "learning_rate": 1.4713069438301637e-05, "loss": 0.3505, "step": 430336 }, { "epoch": 5.290090637967204, "grad_norm": 0.4532771408557892, "learning_rate": 1.4709924320605435e-05, "loss": 0.4833, "step": 430592 }, { "epoch": 5.293235784643453, "grad_norm": 46.612953186035156, "learning_rate": 1.4706779202909237e-05, "loss": 0.3405, "step": 430848 }, { "epoch": 5.296380931319702, "grad_norm": 17.724462509155273, "learning_rate": 1.4703634085213035e-05, "loss": 0.3697, "step": 431104 }, { "epoch": 5.299526077995952, "grad_norm": 0.061910126358270645, "learning_rate": 1.4700488967516833e-05, "loss": 0.3496, "step": 431360 }, { "epoch": 5.302671224672201, "grad_norm": 0.15961693227291107, "learning_rate": 1.4697343849820631e-05, "loss": 0.3556, "step": 431616 }, { "epoch": 5.305816371348451, "grad_norm": 0.24715426564216614, "learning_rate": 1.4694198732124429e-05, "loss": 0.3967, "step": 431872 }, { "epoch": 5.3089615180247005, "grad_norm": 79.31776428222656, "learning_rate": 1.4691053614428227e-05, "loss": 0.3607, "step": 432128 }, { "epoch": 5.31210666470095, "grad_norm": 0.9846069812774658, "learning_rate": 1.4687908496732029e-05, "loss": 0.3595, "step": 432384 }, { "epoch": 5.315251811377199, "grad_norm": 13.298562049865723, "learning_rate": 1.4684763379035827e-05, "loss": 0.4267, "step": 432640 }, { "epoch": 5.318396958053449, "grad_norm": 0.03253224492073059, "learning_rate": 1.4681618261339625e-05, "loss": 0.3795, "step": 432896 }, { "epoch": 5.321542104729699, "grad_norm": 20.27620506286621, "learning_rate": 1.4678473143643423e-05, "loss": 0.4036, "step": 433152 }, { "epoch": 5.3246872514059485, "grad_norm": 168.25357055664062, "learning_rate": 1.4675328025947221e-05, "loss": 0.3189, "step": 433408 }, { "epoch": 5.327832398082197, "grad_norm": 1.046290397644043, "learning_rate": 1.4672182908251021e-05, "loss": 0.3847, "step": 433664 }, { "epoch": 5.330977544758447, "grad_norm": 32.317588806152344, "learning_rate": 1.4669037790554819e-05, "loss": 0.4664, "step": 433920 }, { "epoch": 5.334122691434697, "grad_norm": 119.66520690917969, "learning_rate": 1.4665892672858619e-05, "loss": 0.3981, "step": 434176 }, { "epoch": 5.337267838110947, "grad_norm": 0.05644058436155319, "learning_rate": 1.4662747555162417e-05, "loss": 0.3928, "step": 434432 }, { "epoch": 5.3404129847871955, "grad_norm": 334.09564208984375, "learning_rate": 1.4659602437466217e-05, "loss": 0.4249, "step": 434688 }, { "epoch": 5.343558131463445, "grad_norm": 2.991253137588501, "learning_rate": 1.4656457319770015e-05, "loss": 0.4011, "step": 434944 }, { "epoch": 5.346703278139695, "grad_norm": 14.594536781311035, "learning_rate": 1.4653312202073813e-05, "loss": 0.3848, "step": 435200 }, { "epoch": 5.349848424815945, "grad_norm": 15.55915355682373, "learning_rate": 1.4650167084377611e-05, "loss": 0.368, "step": 435456 }, { "epoch": 5.352993571492194, "grad_norm": 33.24541473388672, "learning_rate": 1.464702196668141e-05, "loss": 0.415, "step": 435712 }, { "epoch": 5.3561387181684434, "grad_norm": 87.2530517578125, "learning_rate": 1.464387684898521e-05, "loss": 0.4209, "step": 435968 }, { "epoch": 5.359283864844693, "grad_norm": 0.04254389926791191, "learning_rate": 1.4640731731289009e-05, "loss": 0.4503, "step": 436224 }, { "epoch": 5.362429011520943, "grad_norm": 0.004545422736555338, "learning_rate": 1.4637586613592807e-05, "loss": 0.3627, "step": 436480 }, { "epoch": 5.365574158197192, "grad_norm": 28.76519775390625, "learning_rate": 1.4634441495896605e-05, "loss": 0.5301, "step": 436736 }, { "epoch": 5.368719304873442, "grad_norm": 0.06790630519390106, "learning_rate": 1.4631296378200403e-05, "loss": 0.3046, "step": 436992 }, { "epoch": 5.371864451549691, "grad_norm": 515.1839599609375, "learning_rate": 1.4628151260504201e-05, "loss": 0.3755, "step": 437248 }, { "epoch": 5.37500959822594, "grad_norm": 2.8838603496551514, "learning_rate": 1.4625006142808003e-05, "loss": 0.3255, "step": 437504 }, { "epoch": 5.37815474490219, "grad_norm": 6.0704240798950195, "learning_rate": 1.46218610251118e-05, "loss": 0.4298, "step": 437760 }, { "epoch": 5.38129989157844, "grad_norm": 0.13719062507152557, "learning_rate": 1.4618715907415599e-05, "loss": 0.3559, "step": 438016 }, { "epoch": 5.38444503825469, "grad_norm": 14.808082580566406, "learning_rate": 1.4615570789719397e-05, "loss": 0.452, "step": 438272 }, { "epoch": 5.387590184930938, "grad_norm": 0.07143834978342056, "learning_rate": 1.4612425672023197e-05, "loss": 0.4016, "step": 438528 }, { "epoch": 5.390735331607188, "grad_norm": 18.020097732543945, "learning_rate": 1.4609280554326995e-05, "loss": 0.3946, "step": 438784 }, { "epoch": 5.393880478283438, "grad_norm": 0.3657359480857849, "learning_rate": 1.4606135436630793e-05, "loss": 0.3895, "step": 439040 }, { "epoch": 5.397025624959688, "grad_norm": 142.16893005371094, "learning_rate": 1.4602990318934593e-05, "loss": 0.4017, "step": 439296 }, { "epoch": 5.400170771635937, "grad_norm": 325.0826721191406, "learning_rate": 1.4599845201238391e-05, "loss": 0.4252, "step": 439552 }, { "epoch": 5.403315918312186, "grad_norm": 135.35899353027344, "learning_rate": 1.459670008354219e-05, "loss": 0.4463, "step": 439808 }, { "epoch": 5.406461064988436, "grad_norm": 0.2491970658302307, "learning_rate": 1.4593554965845989e-05, "loss": 0.3808, "step": 440064 }, { "epoch": 5.409606211664686, "grad_norm": 12.762040138244629, "learning_rate": 1.4590409848149787e-05, "loss": 0.3927, "step": 440320 }, { "epoch": 5.412751358340935, "grad_norm": 0.42027613520622253, "learning_rate": 1.4587264730453585e-05, "loss": 0.3585, "step": 440576 }, { "epoch": 5.415896505017185, "grad_norm": 120.40250396728516, "learning_rate": 1.4584119612757387e-05, "loss": 0.4268, "step": 440832 }, { "epoch": 5.419041651693434, "grad_norm": 0.3726077973842621, "learning_rate": 1.4580974495061185e-05, "loss": 0.4139, "step": 441088 }, { "epoch": 5.422186798369684, "grad_norm": 1.6762504577636719, "learning_rate": 1.4577829377364983e-05, "loss": 0.3128, "step": 441344 }, { "epoch": 5.425331945045933, "grad_norm": 2.037259101867676, "learning_rate": 1.4574684259668781e-05, "loss": 0.348, "step": 441600 }, { "epoch": 5.428477091722183, "grad_norm": 0.2665565311908722, "learning_rate": 1.4571539141972579e-05, "loss": 0.3637, "step": 441856 }, { "epoch": 5.4316222383984325, "grad_norm": 0.05366134271025658, "learning_rate": 1.4568394024276377e-05, "loss": 0.4117, "step": 442112 }, { "epoch": 5.434767385074682, "grad_norm": 10.613019943237305, "learning_rate": 1.4565248906580175e-05, "loss": 0.4109, "step": 442368 }, { "epoch": 5.437912531750931, "grad_norm": 45.673370361328125, "learning_rate": 1.4562103788883977e-05, "loss": 0.3548, "step": 442624 }, { "epoch": 5.441057678427181, "grad_norm": 0.41616290807724, "learning_rate": 1.4558958671187775e-05, "loss": 0.4213, "step": 442880 }, { "epoch": 5.444202825103431, "grad_norm": 147.30850219726562, "learning_rate": 1.4555813553491573e-05, "loss": 0.3721, "step": 443136 }, { "epoch": 5.4473479717796796, "grad_norm": 49.96714401245117, "learning_rate": 1.4552668435795371e-05, "loss": 0.349, "step": 443392 }, { "epoch": 5.450493118455929, "grad_norm": 40.10234069824219, "learning_rate": 1.4549523318099171e-05, "loss": 0.4013, "step": 443648 }, { "epoch": 5.453638265132179, "grad_norm": 23.951541900634766, "learning_rate": 1.4546378200402969e-05, "loss": 0.4042, "step": 443904 }, { "epoch": 5.456783411808429, "grad_norm": 0.06460706144571304, "learning_rate": 1.4543233082706769e-05, "loss": 0.3543, "step": 444160 }, { "epoch": 5.459928558484679, "grad_norm": 59.21656799316406, "learning_rate": 1.4540087965010567e-05, "loss": 0.4205, "step": 444416 }, { "epoch": 5.4630737051609275, "grad_norm": 0.7488933801651001, "learning_rate": 1.4536942847314365e-05, "loss": 0.4082, "step": 444672 }, { "epoch": 5.466218851837177, "grad_norm": 0.13989563286304474, "learning_rate": 1.4533797729618165e-05, "loss": 0.3482, "step": 444928 }, { "epoch": 5.469363998513427, "grad_norm": 20.191158294677734, "learning_rate": 1.4530652611921963e-05, "loss": 0.4626, "step": 445184 }, { "epoch": 5.472509145189676, "grad_norm": 0.03903035447001457, "learning_rate": 1.4527507494225761e-05, "loss": 0.4527, "step": 445440 }, { "epoch": 5.475654291865926, "grad_norm": 2.1459619998931885, "learning_rate": 1.452436237652956e-05, "loss": 0.353, "step": 445696 }, { "epoch": 5.478799438542175, "grad_norm": 0.0663018450140953, "learning_rate": 1.452121725883336e-05, "loss": 0.3979, "step": 445952 }, { "epoch": 5.481944585218425, "grad_norm": 9.152742385864258, "learning_rate": 1.4518072141137159e-05, "loss": 0.4389, "step": 446208 }, { "epoch": 5.485089731894674, "grad_norm": 13.338661193847656, "learning_rate": 1.4514927023440957e-05, "loss": 0.3815, "step": 446464 }, { "epoch": 5.488234878570924, "grad_norm": 0.7131269574165344, "learning_rate": 1.4511781905744755e-05, "loss": 0.3519, "step": 446720 }, { "epoch": 5.491380025247174, "grad_norm": 22.403228759765625, "learning_rate": 1.4508636788048553e-05, "loss": 0.3772, "step": 446976 }, { "epoch": 5.494525171923423, "grad_norm": 103.68403625488281, "learning_rate": 1.4505491670352351e-05, "loss": 0.3783, "step": 447232 }, { "epoch": 5.497670318599672, "grad_norm": 0.04808255657553673, "learning_rate": 1.4502346552656153e-05, "loss": 0.4817, "step": 447488 }, { "epoch": 5.500815465275922, "grad_norm": 0.030783984810113907, "learning_rate": 1.449920143495995e-05, "loss": 0.3647, "step": 447744 }, { "epoch": 5.503960611952172, "grad_norm": 4.150572299957275, "learning_rate": 1.4496056317263749e-05, "loss": 0.4314, "step": 448000 }, { "epoch": 5.5071057586284216, "grad_norm": 1281.9638671875, "learning_rate": 1.4492911199567547e-05, "loss": 0.4489, "step": 448256 }, { "epoch": 5.51025090530467, "grad_norm": 0.27607831358909607, "learning_rate": 1.4489766081871345e-05, "loss": 0.3715, "step": 448512 }, { "epoch": 5.51339605198092, "grad_norm": 0.3387153744697571, "learning_rate": 1.4486620964175145e-05, "loss": 0.4245, "step": 448768 }, { "epoch": 5.51654119865717, "grad_norm": 9.522908210754395, "learning_rate": 1.4483475846478943e-05, "loss": 0.3468, "step": 449024 }, { "epoch": 5.519686345333419, "grad_norm": 0.7314357757568359, "learning_rate": 1.4480330728782743e-05, "loss": 0.3193, "step": 449280 }, { "epoch": 5.522831492009669, "grad_norm": 17.625904083251953, "learning_rate": 1.4477185611086541e-05, "loss": 0.3994, "step": 449536 }, { "epoch": 5.525976638685918, "grad_norm": 0.5833144187927246, "learning_rate": 1.447404049339034e-05, "loss": 0.385, "step": 449792 }, { "epoch": 5.529121785362168, "grad_norm": 0.17006878554821014, "learning_rate": 1.4470895375694139e-05, "loss": 0.374, "step": 450048 }, { "epoch": 5.532266932038418, "grad_norm": 4.848082065582275, "learning_rate": 1.4467750257997937e-05, "loss": 0.3889, "step": 450304 }, { "epoch": 5.535412078714667, "grad_norm": 75.98141479492188, "learning_rate": 1.4464605140301735e-05, "loss": 0.3742, "step": 450560 }, { "epoch": 5.5385572253909165, "grad_norm": 67.52642059326172, "learning_rate": 1.4461460022605535e-05, "loss": 0.3944, "step": 450816 }, { "epoch": 5.541702372067166, "grad_norm": 0.7687580585479736, "learning_rate": 1.4458314904909335e-05, "loss": 0.4032, "step": 451072 }, { "epoch": 5.544847518743415, "grad_norm": 0.22134076058864594, "learning_rate": 1.4455169787213133e-05, "loss": 0.4084, "step": 451328 }, { "epoch": 5.547992665419665, "grad_norm": 0.9399652481079102, "learning_rate": 1.4452024669516931e-05, "loss": 0.4152, "step": 451584 }, { "epoch": 5.551137812095915, "grad_norm": 10.746188163757324, "learning_rate": 1.4448879551820729e-05, "loss": 0.3555, "step": 451840 }, { "epoch": 5.5542829587721645, "grad_norm": 0.3087367117404938, "learning_rate": 1.4445734434124527e-05, "loss": 0.4091, "step": 452096 }, { "epoch": 5.557428105448414, "grad_norm": 39.65850067138672, "learning_rate": 1.4442589316428325e-05, "loss": 0.4756, "step": 452352 }, { "epoch": 5.560573252124663, "grad_norm": 8.794588088989258, "learning_rate": 1.4439444198732127e-05, "loss": 0.438, "step": 452608 }, { "epoch": 5.563718398800913, "grad_norm": 97.39041137695312, "learning_rate": 1.4436299081035925e-05, "loss": 0.4218, "step": 452864 }, { "epoch": 5.566863545477163, "grad_norm": 385.8796691894531, "learning_rate": 1.4433153963339723e-05, "loss": 0.3366, "step": 453120 }, { "epoch": 5.5700086921534115, "grad_norm": 0.43009307980537415, "learning_rate": 1.4430008845643521e-05, "loss": 0.326, "step": 453376 }, { "epoch": 5.573153838829661, "grad_norm": 48.30652618408203, "learning_rate": 1.442686372794732e-05, "loss": 0.2944, "step": 453632 }, { "epoch": 5.576298985505911, "grad_norm": 108.22708129882812, "learning_rate": 1.4423718610251119e-05, "loss": 0.4329, "step": 453888 }, { "epoch": 5.579444132182161, "grad_norm": 73.95587158203125, "learning_rate": 1.4420573492554917e-05, "loss": 0.3716, "step": 454144 }, { "epoch": 5.58258927885841, "grad_norm": 0.036468349397182465, "learning_rate": 1.4417428374858717e-05, "loss": 0.4341, "step": 454400 }, { "epoch": 5.5857344255346595, "grad_norm": 97.75952911376953, "learning_rate": 1.4414283257162515e-05, "loss": 0.3951, "step": 454656 }, { "epoch": 5.588879572210909, "grad_norm": 94.74980926513672, "learning_rate": 1.4411138139466315e-05, "loss": 0.3899, "step": 454912 }, { "epoch": 5.592024718887159, "grad_norm": 44.84490966796875, "learning_rate": 1.4407993021770113e-05, "loss": 0.3535, "step": 455168 }, { "epoch": 5.595169865563408, "grad_norm": 19.707807540893555, "learning_rate": 1.4404847904073911e-05, "loss": 0.4532, "step": 455424 }, { "epoch": 5.598315012239658, "grad_norm": 3.646214008331299, "learning_rate": 1.440170278637771e-05, "loss": 0.4631, "step": 455680 }, { "epoch": 5.601460158915907, "grad_norm": 0.23348554968833923, "learning_rate": 1.4398557668681509e-05, "loss": 0.4022, "step": 455936 }, { "epoch": 5.604605305592157, "grad_norm": 1.4638307094573975, "learning_rate": 1.4395412550985309e-05, "loss": 0.3879, "step": 456192 }, { "epoch": 5.607750452268406, "grad_norm": 66.01060485839844, "learning_rate": 1.4392267433289107e-05, "loss": 0.3364, "step": 456448 }, { "epoch": 5.610895598944656, "grad_norm": 4.419394016265869, "learning_rate": 1.4389122315592905e-05, "loss": 0.4214, "step": 456704 }, { "epoch": 5.614040745620906, "grad_norm": 5.224905490875244, "learning_rate": 1.4385977197896703e-05, "loss": 0.3583, "step": 456960 }, { "epoch": 5.6171858922971545, "grad_norm": 0.2397933155298233, "learning_rate": 1.4382832080200501e-05, "loss": 0.434, "step": 457216 }, { "epoch": 5.620331038973404, "grad_norm": 0.3536325693130493, "learning_rate": 1.43796869625043e-05, "loss": 0.3072, "step": 457472 }, { "epoch": 5.623476185649654, "grad_norm": 17.955657958984375, "learning_rate": 1.4376541844808101e-05, "loss": 0.3606, "step": 457728 }, { "epoch": 5.626621332325904, "grad_norm": 1.9287688732147217, "learning_rate": 1.4373396727111899e-05, "loss": 0.3496, "step": 457984 }, { "epoch": 5.6297664790021535, "grad_norm": 118.85681915283203, "learning_rate": 1.4370251609415697e-05, "loss": 0.3954, "step": 458240 }, { "epoch": 5.632911625678402, "grad_norm": 0.06956590712070465, "learning_rate": 1.4367106491719495e-05, "loss": 0.3875, "step": 458496 }, { "epoch": 5.636056772354652, "grad_norm": 1.9446299076080322, "learning_rate": 1.4363961374023295e-05, "loss": 0.3912, "step": 458752 }, { "epoch": 5.639201919030902, "grad_norm": 3.3335297107696533, "learning_rate": 1.4360816256327093e-05, "loss": 0.4379, "step": 459008 }, { "epoch": 5.642347065707151, "grad_norm": 38.55470275878906, "learning_rate": 1.4357671138630893e-05, "loss": 0.3427, "step": 459264 }, { "epoch": 5.645492212383401, "grad_norm": 0.7164474725723267, "learning_rate": 1.4354526020934691e-05, "loss": 0.4199, "step": 459520 }, { "epoch": 5.64863735905965, "grad_norm": 85.09379577636719, "learning_rate": 1.4351380903238489e-05, "loss": 0.4039, "step": 459776 }, { "epoch": 5.6517825057359, "grad_norm": 102.90345001220703, "learning_rate": 1.4348235785542289e-05, "loss": 0.3981, "step": 460032 }, { "epoch": 5.654927652412149, "grad_norm": 0.03342989832162857, "learning_rate": 1.4345090667846087e-05, "loss": 0.3576, "step": 460288 }, { "epoch": 5.658072799088399, "grad_norm": 390.9976501464844, "learning_rate": 1.4341945550149885e-05, "loss": 0.4836, "step": 460544 }, { "epoch": 5.6612179457646485, "grad_norm": 0.1759815812110901, "learning_rate": 1.4338800432453683e-05, "loss": 0.403, "step": 460800 }, { "epoch": 5.664363092440898, "grad_norm": 1.1475474834442139, "learning_rate": 1.4335655314757485e-05, "loss": 0.4358, "step": 461056 }, { "epoch": 5.667508239117147, "grad_norm": 0.40320727229118347, "learning_rate": 1.4332510197061283e-05, "loss": 0.3874, "step": 461312 }, { "epoch": 5.670653385793397, "grad_norm": 135.46595764160156, "learning_rate": 1.4329365079365081e-05, "loss": 0.3745, "step": 461568 }, { "epoch": 5.673798532469647, "grad_norm": 0.6997230648994446, "learning_rate": 1.4326219961668879e-05, "loss": 0.3955, "step": 461824 }, { "epoch": 5.6769436791458965, "grad_norm": 0.44991162419319153, "learning_rate": 1.4323074843972677e-05, "loss": 0.3779, "step": 462080 }, { "epoch": 5.680088825822145, "grad_norm": 1.1512393951416016, "learning_rate": 1.4319929726276475e-05, "loss": 0.3665, "step": 462336 }, { "epoch": 5.683233972498395, "grad_norm": 0.20269031822681427, "learning_rate": 1.4316784608580277e-05, "loss": 0.4585, "step": 462592 }, { "epoch": 5.686379119174645, "grad_norm": 114.74862670898438, "learning_rate": 1.4313639490884075e-05, "loss": 0.4321, "step": 462848 }, { "epoch": 5.689524265850894, "grad_norm": 25.296741485595703, "learning_rate": 1.4310494373187873e-05, "loss": 0.4289, "step": 463104 }, { "epoch": 5.6926694125271435, "grad_norm": 15.068272590637207, "learning_rate": 1.4307349255491671e-05, "loss": 0.4364, "step": 463360 }, { "epoch": 5.695814559203393, "grad_norm": 230.223388671875, "learning_rate": 1.430420413779547e-05, "loss": 0.3434, "step": 463616 }, { "epoch": 5.698959705879643, "grad_norm": 2.4799678325653076, "learning_rate": 1.4301059020099269e-05, "loss": 0.4089, "step": 463872 }, { "epoch": 5.702104852555893, "grad_norm": 69.57925415039062, "learning_rate": 1.4297913902403067e-05, "loss": 0.4061, "step": 464128 }, { "epoch": 5.705249999232142, "grad_norm": 15.480486869812012, "learning_rate": 1.4294768784706867e-05, "loss": 0.3296, "step": 464384 }, { "epoch": 5.7083951459083915, "grad_norm": 481.4758605957031, "learning_rate": 1.4291623667010665e-05, "loss": 0.4244, "step": 464640 }, { "epoch": 5.711540292584641, "grad_norm": 0.030323617160320282, "learning_rate": 1.4288478549314463e-05, "loss": 0.3304, "step": 464896 }, { "epoch": 5.71468543926089, "grad_norm": 0.3148115873336792, "learning_rate": 1.4285333431618263e-05, "loss": 0.4335, "step": 465152 }, { "epoch": 5.71783058593714, "grad_norm": 47.644927978515625, "learning_rate": 1.4282188313922061e-05, "loss": 0.3639, "step": 465408 }, { "epoch": 5.72097573261339, "grad_norm": 54.57386779785156, "learning_rate": 1.427904319622586e-05, "loss": 0.4145, "step": 465664 }, { "epoch": 5.724120879289639, "grad_norm": 0.9598469734191895, "learning_rate": 1.4275898078529659e-05, "loss": 0.417, "step": 465920 }, { "epoch": 5.727266025965888, "grad_norm": 0.05439724773168564, "learning_rate": 1.4272752960833459e-05, "loss": 0.4067, "step": 466176 }, { "epoch": 5.730411172642138, "grad_norm": 9.609537124633789, "learning_rate": 1.4269607843137257e-05, "loss": 0.3297, "step": 466432 }, { "epoch": 5.733556319318388, "grad_norm": 31.04618263244629, "learning_rate": 1.4266462725441055e-05, "loss": 0.4084, "step": 466688 }, { "epoch": 5.736701465994638, "grad_norm": 90.02703094482422, "learning_rate": 1.4263317607744853e-05, "loss": 0.4175, "step": 466944 }, { "epoch": 5.7398466126708865, "grad_norm": 0.01569804921746254, "learning_rate": 1.4260172490048651e-05, "loss": 0.4606, "step": 467200 }, { "epoch": 5.742991759347136, "grad_norm": 142.52288818359375, "learning_rate": 1.425702737235245e-05, "loss": 0.4713, "step": 467456 }, { "epoch": 5.746136906023386, "grad_norm": 18.881750106811523, "learning_rate": 1.4253882254656251e-05, "loss": 0.4046, "step": 467712 }, { "epoch": 5.749282052699636, "grad_norm": 493.8915100097656, "learning_rate": 1.4250737136960049e-05, "loss": 0.3566, "step": 467968 }, { "epoch": 5.752427199375885, "grad_norm": 0.006592131219804287, "learning_rate": 1.4247592019263847e-05, "loss": 0.3106, "step": 468224 }, { "epoch": 5.755572346052134, "grad_norm": 832.1047973632812, "learning_rate": 1.4244446901567645e-05, "loss": 0.4297, "step": 468480 }, { "epoch": 5.758717492728384, "grad_norm": 142.4406280517578, "learning_rate": 1.4241301783871443e-05, "loss": 0.349, "step": 468736 }, { "epoch": 5.761862639404634, "grad_norm": 0.8432340621948242, "learning_rate": 1.4238156666175243e-05, "loss": 0.3342, "step": 468992 }, { "epoch": 5.765007786080883, "grad_norm": 14.462039947509766, "learning_rate": 1.4235011548479043e-05, "loss": 0.5093, "step": 469248 }, { "epoch": 5.768152932757133, "grad_norm": 0.012599022127687931, "learning_rate": 1.4231866430782841e-05, "loss": 0.365, "step": 469504 }, { "epoch": 5.771298079433382, "grad_norm": 67.51305389404297, "learning_rate": 1.4228721313086639e-05, "loss": 0.3652, "step": 469760 }, { "epoch": 5.774443226109632, "grad_norm": 24.07037925720215, "learning_rate": 1.4225576195390439e-05, "loss": 0.4156, "step": 470016 }, { "epoch": 5.777588372785881, "grad_norm": 18.413991928100586, "learning_rate": 1.4222431077694237e-05, "loss": 0.4378, "step": 470272 }, { "epoch": 5.780733519462131, "grad_norm": 53.740211486816406, "learning_rate": 1.4219285959998035e-05, "loss": 0.4627, "step": 470528 }, { "epoch": 5.7838786661383805, "grad_norm": 83.43620300292969, "learning_rate": 1.4216140842301833e-05, "loss": 0.3027, "step": 470784 }, { "epoch": 5.787023812814629, "grad_norm": 0.8465031385421753, "learning_rate": 1.4212995724605633e-05, "loss": 0.3817, "step": 471040 }, { "epoch": 5.790168959490879, "grad_norm": 131.7412872314453, "learning_rate": 1.4209850606909433e-05, "loss": 0.4122, "step": 471296 }, { "epoch": 5.793314106167129, "grad_norm": 0.09065686911344528, "learning_rate": 1.4206705489213231e-05, "loss": 0.3812, "step": 471552 }, { "epoch": 5.796459252843379, "grad_norm": 3.338660717010498, "learning_rate": 1.4203560371517029e-05, "loss": 0.3984, "step": 471808 }, { "epoch": 5.7996043995196285, "grad_norm": 49.132503509521484, "learning_rate": 1.4200415253820827e-05, "loss": 0.3528, "step": 472064 }, { "epoch": 5.802749546195877, "grad_norm": 115.07254028320312, "learning_rate": 1.4197270136124625e-05, "loss": 0.4797, "step": 472320 }, { "epoch": 5.805894692872127, "grad_norm": 0.0621442086994648, "learning_rate": 1.4194125018428427e-05, "loss": 0.4183, "step": 472576 }, { "epoch": 5.809039839548377, "grad_norm": 277.4070739746094, "learning_rate": 1.4190979900732225e-05, "loss": 0.3779, "step": 472832 }, { "epoch": 5.812184986224626, "grad_norm": 69.28643798828125, "learning_rate": 1.4187834783036023e-05, "loss": 0.4028, "step": 473088 }, { "epoch": 5.8153301329008755, "grad_norm": 152.26426696777344, "learning_rate": 1.4184689665339821e-05, "loss": 0.4223, "step": 473344 }, { "epoch": 5.818475279577125, "grad_norm": 7.379275321960449, "learning_rate": 1.418154454764362e-05, "loss": 0.3621, "step": 473600 }, { "epoch": 5.821620426253375, "grad_norm": 69.53936767578125, "learning_rate": 1.4178399429947417e-05, "loss": 0.4222, "step": 473856 }, { "epoch": 5.824765572929624, "grad_norm": 0.8465156555175781, "learning_rate": 1.4175254312251217e-05, "loss": 0.4324, "step": 474112 }, { "epoch": 5.827910719605874, "grad_norm": 258.32391357421875, "learning_rate": 1.4172109194555017e-05, "loss": 0.4017, "step": 474368 }, { "epoch": 5.8310558662821235, "grad_norm": 183.59188842773438, "learning_rate": 1.4168964076858815e-05, "loss": 0.3786, "step": 474624 }, { "epoch": 5.834201012958373, "grad_norm": 36.69376754760742, "learning_rate": 1.4165818959162613e-05, "loss": 0.376, "step": 474880 }, { "epoch": 5.837346159634622, "grad_norm": 655.2278442382812, "learning_rate": 1.4162673841466413e-05, "loss": 0.4015, "step": 475136 }, { "epoch": 5.840491306310872, "grad_norm": 0.08521991223096848, "learning_rate": 1.4159528723770211e-05, "loss": 0.3492, "step": 475392 }, { "epoch": 5.843636452987122, "grad_norm": 0.2802114188671112, "learning_rate": 1.415638360607401e-05, "loss": 0.4448, "step": 475648 }, { "epoch": 5.846781599663371, "grad_norm": 1.0108816623687744, "learning_rate": 1.4153238488377807e-05, "loss": 0.4117, "step": 475904 }, { "epoch": 5.84992674633962, "grad_norm": 0.2940574884414673, "learning_rate": 1.4150093370681607e-05, "loss": 0.3197, "step": 476160 }, { "epoch": 5.85307189301587, "grad_norm": 56.06767272949219, "learning_rate": 1.4146948252985407e-05, "loss": 0.3736, "step": 476416 }, { "epoch": 5.85621703969212, "grad_norm": 101.5466079711914, "learning_rate": 1.4143803135289205e-05, "loss": 0.3967, "step": 476672 }, { "epoch": 5.859362186368369, "grad_norm": 202.8722686767578, "learning_rate": 1.4140658017593003e-05, "loss": 0.4092, "step": 476928 }, { "epoch": 5.8625073330446185, "grad_norm": 0.04954686015844345, "learning_rate": 1.4137512899896801e-05, "loss": 0.3926, "step": 477184 }, { "epoch": 5.865652479720868, "grad_norm": 74.03327178955078, "learning_rate": 1.41343677822006e-05, "loss": 0.3803, "step": 477440 }, { "epoch": 5.868797626397118, "grad_norm": 0.28958678245544434, "learning_rate": 1.4131222664504401e-05, "loss": 0.4394, "step": 477696 }, { "epoch": 5.871942773073368, "grad_norm": 0.020548425614833832, "learning_rate": 1.4128077546808199e-05, "loss": 0.3713, "step": 477952 }, { "epoch": 5.875087919749617, "grad_norm": 1.1551705598831177, "learning_rate": 1.4124932429111997e-05, "loss": 0.3889, "step": 478208 }, { "epoch": 5.878233066425866, "grad_norm": 4.713179111480713, "learning_rate": 1.4121787311415795e-05, "loss": 0.4424, "step": 478464 }, { "epoch": 5.881378213102116, "grad_norm": 33.48601150512695, "learning_rate": 1.4118642193719593e-05, "loss": 0.3696, "step": 478720 }, { "epoch": 5.884523359778365, "grad_norm": 0.16305293142795563, "learning_rate": 1.4115497076023391e-05, "loss": 0.4266, "step": 478976 }, { "epoch": 5.887668506454615, "grad_norm": 2.200655698776245, "learning_rate": 1.4112351958327191e-05, "loss": 0.3822, "step": 479232 }, { "epoch": 5.890813653130865, "grad_norm": 0.7315693497657776, "learning_rate": 1.4109206840630991e-05, "loss": 0.3955, "step": 479488 }, { "epoch": 5.893958799807114, "grad_norm": 82.9139404296875, "learning_rate": 1.4106061722934789e-05, "loss": 0.4516, "step": 479744 }, { "epoch": 5.897103946483363, "grad_norm": 26.960159301757812, "learning_rate": 1.4102916605238587e-05, "loss": 0.4218, "step": 480000 }, { "epoch": 5.900249093159613, "grad_norm": 0.41803106665611267, "learning_rate": 1.4099771487542387e-05, "loss": 0.5214, "step": 480256 }, { "epoch": 5.903394239835863, "grad_norm": 293.9013366699219, "learning_rate": 1.4096626369846185e-05, "loss": 0.3473, "step": 480512 }, { "epoch": 5.9065393865121125, "grad_norm": 172.8380584716797, "learning_rate": 1.4093481252149983e-05, "loss": 0.4249, "step": 480768 }, { "epoch": 5.909684533188361, "grad_norm": 0.45075523853302, "learning_rate": 1.4090336134453783e-05, "loss": 0.3022, "step": 481024 }, { "epoch": 5.912829679864611, "grad_norm": 12.004117012023926, "learning_rate": 1.4087191016757583e-05, "loss": 0.3877, "step": 481280 }, { "epoch": 5.915974826540861, "grad_norm": 34.665771484375, "learning_rate": 1.4084045899061381e-05, "loss": 0.4662, "step": 481536 }, { "epoch": 5.919119973217111, "grad_norm": 0.08787938952445984, "learning_rate": 1.4080900781365179e-05, "loss": 0.4703, "step": 481792 }, { "epoch": 5.92226511989336, "grad_norm": 1.2439390420913696, "learning_rate": 1.4077755663668977e-05, "loss": 0.3925, "step": 482048 }, { "epoch": 5.925410266569609, "grad_norm": 72.55826568603516, "learning_rate": 1.4074610545972775e-05, "loss": 0.3669, "step": 482304 }, { "epoch": 5.928555413245859, "grad_norm": 32.59156036376953, "learning_rate": 1.4071465428276573e-05, "loss": 0.3072, "step": 482560 }, { "epoch": 5.931700559922108, "grad_norm": 0.08439311385154724, "learning_rate": 1.4068320310580375e-05, "loss": 0.4249, "step": 482816 }, { "epoch": 5.934845706598358, "grad_norm": 0.3488181233406067, "learning_rate": 1.4065175192884173e-05, "loss": 0.4258, "step": 483072 }, { "epoch": 5.9379908532746075, "grad_norm": 86.25321197509766, "learning_rate": 1.4062030075187971e-05, "loss": 0.4663, "step": 483328 }, { "epoch": 5.941135999950857, "grad_norm": 88.48367309570312, "learning_rate": 1.405888495749177e-05, "loss": 0.3511, "step": 483584 }, { "epoch": 5.944281146627107, "grad_norm": 0.16091573238372803, "learning_rate": 1.4055739839795567e-05, "loss": 0.2617, "step": 483840 }, { "epoch": 5.947426293303356, "grad_norm": 0.5184911489486694, "learning_rate": 1.4052594722099367e-05, "loss": 0.4471, "step": 484096 }, { "epoch": 5.950571439979606, "grad_norm": 0.054081544280052185, "learning_rate": 1.4049449604403167e-05, "loss": 0.3492, "step": 484352 }, { "epoch": 5.9537165866558555, "grad_norm": 1.2904483079910278, "learning_rate": 1.4046304486706965e-05, "loss": 0.4206, "step": 484608 }, { "epoch": 5.956861733332104, "grad_norm": 13.672941207885742, "learning_rate": 1.4043159369010763e-05, "loss": 0.4187, "step": 484864 }, { "epoch": 5.960006880008354, "grad_norm": 363.4638366699219, "learning_rate": 1.4040014251314561e-05, "loss": 0.4127, "step": 485120 }, { "epoch": 5.963152026684604, "grad_norm": 0.9625645279884338, "learning_rate": 1.4036869133618361e-05, "loss": 0.4297, "step": 485376 }, { "epoch": 5.966297173360854, "grad_norm": 0.040608711540699005, "learning_rate": 1.403372401592216e-05, "loss": 0.4077, "step": 485632 }, { "epoch": 5.969442320037103, "grad_norm": 15.77828598022461, "learning_rate": 1.4030578898225957e-05, "loss": 0.3791, "step": 485888 }, { "epoch": 5.972587466713352, "grad_norm": 0.1851249486207962, "learning_rate": 1.4027433780529757e-05, "loss": 0.3738, "step": 486144 }, { "epoch": 5.975732613389602, "grad_norm": 0.5289295315742493, "learning_rate": 1.4024288662833557e-05, "loss": 0.4053, "step": 486400 }, { "epoch": 5.978877760065852, "grad_norm": 0.6161154508590698, "learning_rate": 1.4021143545137355e-05, "loss": 0.3653, "step": 486656 }, { "epoch": 5.982022906742101, "grad_norm": 67.921630859375, "learning_rate": 1.4017998427441153e-05, "loss": 0.3068, "step": 486912 }, { "epoch": 5.9851680534183505, "grad_norm": 52.27008819580078, "learning_rate": 1.4014853309744951e-05, "loss": 0.4589, "step": 487168 }, { "epoch": 5.9883132000946, "grad_norm": 0.03570324555039406, "learning_rate": 1.401170819204875e-05, "loss": 0.3869, "step": 487424 }, { "epoch": 5.99145834677085, "grad_norm": 0.6653123497962952, "learning_rate": 1.4008563074352551e-05, "loss": 0.4658, "step": 487680 }, { "epoch": 5.994603493447099, "grad_norm": 60.28636932373047, "learning_rate": 1.4005417956656349e-05, "loss": 0.3709, "step": 487936 }, { "epoch": 5.997748640123349, "grad_norm": 545.3649291992188, "learning_rate": 1.4002272838960147e-05, "loss": 0.4226, "step": 488192 }, { "epoch": 6.0, "eval_AGE": { "f1": 0.9672360768551506, "number": 32192, "precision": 0.9484920871902061, "recall": 0.9867358349900597 }, "eval_BUILDINGNUM": { "f1": 0.9832519792331442, "number": 28889, "precision": 0.9798886138613861, "recall": 0.9866385129287965 }, "eval_CITY": { "f1": 0.9726022504018575, "number": 41669, "precision": 0.9651668399659703, "recall": 0.9801531114257601 }, "eval_DATE": { "f1": 0.997746454524687, "number": 80940, "precision": 0.9972108062744517, "recall": 0.9982826785273041 }, "eval_EMAIL": { "f1": 0.9962614462862082, "number": 51445, "precision": 0.9953818689847873, "recall": 0.9971425794537856 }, "eval_GENDER": { "f1": 0.974448482073879, "number": 17457, "precision": 0.973473587925909, "recall": 0.9754253308128544 }, "eval_GIVENNAME": { "f1": 0.9365210222588624, "number": 100350, "precision": 0.9334706161888168, "recall": 0.9395914299950174 }, "eval_IDCARDNUM": { "f1": 0.9049785748995008, "number": 22068, "precision": 0.8827889338964061, "recall": 0.9283124886713794 }, "eval_PASSPORTNUM": { "f1": 0.9242263349514563, "number": 12959, "precision": 0.9087180252069506, "recall": 0.9402731692260206 }, "eval_SEX": { "f1": 0.9694227341286166, "number": 14570, "precision": 0.9683604985618408, "recall": 0.970487302676733 }, "eval_SOCIALNUM": { "f1": 0.9280586914587484, "number": 15327, "precision": 0.9004663721158567, "recall": 0.9573954459450643 }, "eval_STREET": { "f1": 0.9810103469263542, "number": 32803, "precision": 0.9793116019078287, "recall": 0.9827149955796726 }, "eval_SURNAME": { "f1": 0.9306129607436204, "number": 85192, "precision": 0.926976695433423, "recall": 0.9342778664663348 }, "eval_TELEPHONENUM": { "f1": 0.9940678080618354, "number": 36941, "precision": 0.9924450920079866, "recall": 0.9956958393113343 }, "eval_ZIPCODE": { "f1": 0.9856799457604832, "number": 24346, "precision": 0.9860648661980516, "recall": 0.9852953257208577 }, "eval_overall_accuracy": 0.9935988810850189, "eval_overall_f1": 0.963716296062499, "eval_overall_precision": 0.958534819652143, "eval_overall_recall": 0.968954095132195, "eval_runtime": 3717.4163, "eval_samples_per_second": 87.583, "eval_steps_per_second": 43.791, "step": 488376 } ], "logging_steps": 256, "max_steps": 1627920, "num_input_tokens_seen": 0, "num_train_epochs": 20, "save_steps": 500, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 1.3030150193655552e+17, "train_batch_size": 2, "trial_name": null, "trial_params": null }