{ "best_metric": null, "best_model_checkpoint": null, "epoch": 0.3359763472651525, "eval_steps": 1000, "global_step": 15000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.002239842315101017, "grad_norm": 71.10852813720703, "learning_rate": 0.0001, "loss": 3.5057, "step": 100 }, { "epoch": 0.004479684630202034, "grad_norm": 57.756534576416016, "learning_rate": 9.9998756572327e-05, "loss": 0.8254, "step": 200 }, { "epoch": 0.006719526945303051, "grad_norm": 44.61080551147461, "learning_rate": 9.999502635115246e-05, "loss": 0.6935, "step": 300 }, { "epoch": 0.008959369260404068, "grad_norm": 50.82619094848633, "learning_rate": 9.998880952200681e-05, "loss": 0.5972, "step": 400 }, { "epoch": 0.011199211575505085, "grad_norm": 44.26677703857422, "learning_rate": 9.998010639409713e-05, "loss": 0.5408, "step": 500 }, { "epoch": 0.013439053890606102, "grad_norm": 42.8045654296875, "learning_rate": 9.996891740029186e-05, "loss": 0.5509, "step": 600 }, { "epoch": 0.01567889620570712, "grad_norm": 30.989139556884766, "learning_rate": 9.995524309709913e-05, "loss": 0.4823, "step": 700 }, { "epoch": 0.017918738520808136, "grad_norm": 34.01952362060547, "learning_rate": 9.993908416463927e-05, "loss": 0.5111, "step": 800 }, { "epoch": 0.020158580835909153, "grad_norm": 34.079307556152344, "learning_rate": 9.992044140661079e-05, "loss": 0.4635, "step": 900 }, { "epoch": 0.02239842315101017, "grad_norm": 26.16071128845215, "learning_rate": 9.989931575025056e-05, "loss": 0.4883, "step": 1000 }, { "epoch": 0.02239842315101017, "eval_avg_non_pair_similarity": 0.0020343252948339737, "eval_avg_pair_similarity": 0.008852629057131708, "eval_loss": 0.5431402921676636, "eval_runtime": 19.6178, "eval_samples_per_second": 25.487, "eval_similarity_ratio": 4.35162905343228, "eval_steps_per_second": 0.816, "step": 1000 }, { "epoch": 0.024638265466111187, "grad_norm": 35.38695526123047, "learning_rate": 9.987570824628759e-05, "loss": 0.4655, "step": 1100 }, { "epoch": 0.026878107781212204, "grad_norm": 32.071346282958984, "learning_rate": 9.984962006889084e-05, "loss": 0.4342, "step": 1200 }, { "epoch": 0.029117950096313218, "grad_norm": 39.6610221862793, "learning_rate": 9.982105251561082e-05, "loss": 0.458, "step": 1300 }, { "epoch": 0.03135779241141424, "grad_norm": 31.493322372436523, "learning_rate": 9.979000700731491e-05, "loss": 0.4525, "step": 1400 }, { "epoch": 0.03359763472651525, "grad_norm": 34.453399658203125, "learning_rate": 9.975648508811693e-05, "loss": 0.41, "step": 1500 }, { "epoch": 0.03583747704161627, "grad_norm": 33.990074157714844, "learning_rate": 9.972048842530012e-05, "loss": 0.4097, "step": 1600 }, { "epoch": 0.038077319356717286, "grad_norm": 30.44228172302246, "learning_rate": 9.968201880923439e-05, "loss": 0.4257, "step": 1700 }, { "epoch": 0.040317161671818307, "grad_norm": 31.427162170410156, "learning_rate": 9.964107815328711e-05, "loss": 0.3821, "step": 1800 }, { "epoch": 0.04255700398691932, "grad_norm": 25.877887725830078, "learning_rate": 9.959766849372808e-05, "loss": 0.3788, "step": 1900 }, { "epoch": 0.04479684630202034, "grad_norm": 25.36798095703125, "learning_rate": 9.955179198962817e-05, "loss": 0.3854, "step": 2000 }, { "epoch": 0.04479684630202034, "eval_avg_non_pair_similarity": 0.0016289287904792565, "eval_avg_pair_similarity": 0.0032495629731565715, "eval_loss": 0.4394480586051941, "eval_runtime": 19.5064, "eval_samples_per_second": 25.633, "eval_similarity_ratio": 1.9949079371360972, "eval_steps_per_second": 0.82, "step": 2000 }, { "epoch": 0.047036688617121354, "grad_norm": 24.537384033203125, "learning_rate": 9.950345092275198e-05, "loss": 0.3886, "step": 2100 }, { "epoch": 0.049276530932222375, "grad_norm": 26.4981632232666, "learning_rate": 9.945264769744431e-05, "loss": 0.3926, "step": 2200 }, { "epoch": 0.05151637324732339, "grad_norm": 40.585941314697266, "learning_rate": 9.939938484051063e-05, "loss": 0.3796, "step": 2300 }, { "epoch": 0.05375621556242441, "grad_norm": 26.374149322509766, "learning_rate": 9.934366500109132e-05, "loss": 0.3723, "step": 2400 }, { "epoch": 0.05599605787752542, "grad_norm": 31.54728126525879, "learning_rate": 9.928549095053001e-05, "loss": 0.3639, "step": 2500 }, { "epoch": 0.058235900192626436, "grad_norm": 26.00455093383789, "learning_rate": 9.922486558223567e-05, "loss": 0.3387, "step": 2600 }, { "epoch": 0.060475742507727456, "grad_norm": 23.684057235717773, "learning_rate": 9.916179191153873e-05, "loss": 0.3494, "step": 2700 }, { "epoch": 0.06271558482282848, "grad_norm": 24.034656524658203, "learning_rate": 9.909627307554108e-05, "loss": 0.362, "step": 2800 }, { "epoch": 0.06495542713792948, "grad_norm": 31.07891082763672, "learning_rate": 9.902831233296009e-05, "loss": 0.3481, "step": 2900 }, { "epoch": 0.0671952694530305, "grad_norm": 24.183626174926758, "learning_rate": 9.895791306396644e-05, "loss": 0.3535, "step": 3000 }, { "epoch": 0.0671952694530305, "eval_avg_non_pair_similarity": -0.0007878901720614375, "eval_avg_pair_similarity": -0.008789425778668375, "eval_loss": 0.4187028110027313, "eval_runtime": 19.4839, "eval_samples_per_second": 25.662, "eval_similarity_ratio": 11.155648452463497, "eval_steps_per_second": 0.821, "step": 3000 }, { "epoch": 0.06943511176813152, "grad_norm": 20.178213119506836, "learning_rate": 9.888507877001616e-05, "loss": 0.3375, "step": 3100 }, { "epoch": 0.07167495408323254, "grad_norm": 31.757244110107422, "learning_rate": 9.880981307367627e-05, "loss": 0.3489, "step": 3200 }, { "epoch": 0.07391479639833355, "grad_norm": 27.889982223510742, "learning_rate": 9.873211971844477e-05, "loss": 0.3463, "step": 3300 }, { "epoch": 0.07615463871343457, "grad_norm": 23.282093048095703, "learning_rate": 9.865200256856437e-05, "loss": 0.3235, "step": 3400 }, { "epoch": 0.07839448102853559, "grad_norm": 24.573863983154297, "learning_rate": 9.856946560883034e-05, "loss": 0.3474, "step": 3500 }, { "epoch": 0.08063432334363661, "grad_norm": 20.7421932220459, "learning_rate": 9.848451294439224e-05, "loss": 0.3533, "step": 3600 }, { "epoch": 0.08287416565873762, "grad_norm": 22.051513671875, "learning_rate": 9.839714880054987e-05, "loss": 0.3277, "step": 3700 }, { "epoch": 0.08511400797383864, "grad_norm": 22.470027923583984, "learning_rate": 9.830737752254294e-05, "loss": 0.3261, "step": 3800 }, { "epoch": 0.08735385028893966, "grad_norm": 20.80890464782715, "learning_rate": 9.821520357533513e-05, "loss": 0.3474, "step": 3900 }, { "epoch": 0.08959369260404068, "grad_norm": 20.187280654907227, "learning_rate": 9.812063154339191e-05, "loss": 0.2984, "step": 4000 }, { "epoch": 0.08959369260404068, "eval_avg_non_pair_similarity": -0.0008396646829899625, "eval_avg_pair_similarity": -0.011315496074035763, "eval_loss": 0.32538020610809326, "eval_runtime": 19.4916, "eval_samples_per_second": 25.652, "eval_similarity_ratio": 13.476208185560939, "eval_steps_per_second": 0.821, "step": 4000 }, { "epoch": 0.09183353491914169, "grad_norm": 26.496036529541016, "learning_rate": 9.802366613045254e-05, "loss": 0.3326, "step": 4100 }, { "epoch": 0.09407337723424271, "grad_norm": 23.102359771728516, "learning_rate": 9.792431215929613e-05, "loss": 0.3341, "step": 4200 }, { "epoch": 0.09631321954934373, "grad_norm": 21.27369499206543, "learning_rate": 9.782257457150177e-05, "loss": 0.3254, "step": 4300 }, { "epoch": 0.09855306186444475, "grad_norm": 19.25406265258789, "learning_rate": 9.771845842720274e-05, "loss": 0.3334, "step": 4400 }, { "epoch": 0.10079290417954576, "grad_norm": 15.666335105895996, "learning_rate": 9.761196890483482e-05, "loss": 0.3064, "step": 4500 }, { "epoch": 0.10303274649464678, "grad_norm": 24.592592239379883, "learning_rate": 9.75031113008788e-05, "loss": 0.2902, "step": 4600 }, { "epoch": 0.1052725888097478, "grad_norm": 20.0572566986084, "learning_rate": 9.739189102959696e-05, "loss": 0.3121, "step": 4700 }, { "epoch": 0.10751243112484882, "grad_norm": 19.887725830078125, "learning_rate": 9.727831362276381e-05, "loss": 0.3014, "step": 4800 }, { "epoch": 0.10975227343994982, "grad_norm": 15.561097145080566, "learning_rate": 9.716238472939101e-05, "loss": 0.316, "step": 4900 }, { "epoch": 0.11199211575505084, "grad_norm": 17.96786880493164, "learning_rate": 9.704411011544629e-05, "loss": 0.3215, "step": 5000 }, { "epoch": 0.11199211575505084, "eval_avg_non_pair_similarity": 0.00024146916974524413, "eval_avg_pair_similarity": -0.009633154251612723, "eval_loss": 0.2951599061489105, "eval_runtime": 19.5025, "eval_samples_per_second": 25.638, "eval_similarity_ratio": -39.893930400207765, "eval_steps_per_second": 0.82, "step": 5000 }, { "epoch": 0.11423195807015186, "grad_norm": 14.672723770141602, "learning_rate": 9.692349566356677e-05, "loss": 0.2954, "step": 5100 }, { "epoch": 0.11647180038525287, "grad_norm": 17.881025314331055, "learning_rate": 9.680054737276638e-05, "loss": 0.2968, "step": 5200 }, { "epoch": 0.11871164270035389, "grad_norm": 16.55130958557129, "learning_rate": 9.667527135813737e-05, "loss": 0.2707, "step": 5300 }, { "epoch": 0.12095148501545491, "grad_norm": 21.650575637817383, "learning_rate": 9.654767385054627e-05, "loss": 0.3068, "step": 5400 }, { "epoch": 0.12319132733055593, "grad_norm": 20.990921020507812, "learning_rate": 9.641776119632397e-05, "loss": 0.3037, "step": 5500 }, { "epoch": 0.12543116964565695, "grad_norm": 21.97833824157715, "learning_rate": 9.628553985695005e-05, "loss": 0.3307, "step": 5600 }, { "epoch": 0.12767101196075797, "grad_norm": 20.353246688842773, "learning_rate": 9.61510164087314e-05, "loss": 0.2907, "step": 5700 }, { "epoch": 0.12991085427585897, "grad_norm": 16.254976272583008, "learning_rate": 9.601419754247514e-05, "loss": 0.3025, "step": 5800 }, { "epoch": 0.13215069659096, "grad_norm": 24.14662742614746, "learning_rate": 9.587509006315585e-05, "loss": 0.2676, "step": 5900 }, { "epoch": 0.134390538906061, "grad_norm": 15.861074447631836, "learning_rate": 9.573370088957712e-05, "loss": 0.2953, "step": 6000 }, { "epoch": 0.134390538906061, "eval_avg_non_pair_similarity": -0.00021786548842126337, "eval_avg_pair_similarity": -0.001965825233142823, "eval_loss": 0.31484127044677734, "eval_runtime": 19.5134, "eval_samples_per_second": 25.623, "eval_similarity_ratio": 9.023114433533939, "eval_steps_per_second": 0.82, "step": 6000 }, { "epoch": 0.13663038122116203, "grad_norm": 14.910375595092773, "learning_rate": 9.559003705402737e-05, "loss": 0.2846, "step": 6100 }, { "epoch": 0.13887022353626305, "grad_norm": 17.768138885498047, "learning_rate": 9.544410570193014e-05, "loss": 0.3031, "step": 6200 }, { "epoch": 0.14111006585136407, "grad_norm": 13.620220184326172, "learning_rate": 9.529591409148874e-05, "loss": 0.2716, "step": 6300 }, { "epoch": 0.1433499081664651, "grad_norm": 14.697577476501465, "learning_rate": 9.514546959332509e-05, "loss": 0.2759, "step": 6400 }, { "epoch": 0.1455897504815661, "grad_norm": 21.234310150146484, "learning_rate": 9.499277969011334e-05, "loss": 0.2845, "step": 6500 }, { "epoch": 0.1478295927966671, "grad_norm": 16.50038719177246, "learning_rate": 9.483785197620747e-05, "loss": 0.2471, "step": 6600 }, { "epoch": 0.15006943511176812, "grad_norm": 16.261537551879883, "learning_rate": 9.468069415726377e-05, "loss": 0.2978, "step": 6700 }, { "epoch": 0.15230927742686914, "grad_norm": 16.553571701049805, "learning_rate": 9.452131404985752e-05, "loss": 0.311, "step": 6800 }, { "epoch": 0.15454911974197016, "grad_norm": 18.445993423461914, "learning_rate": 9.43597195810941e-05, "loss": 0.2777, "step": 6900 }, { "epoch": 0.15678896205707119, "grad_norm": 13.675585746765137, "learning_rate": 9.419591878821496e-05, "loss": 0.2417, "step": 7000 }, { "epoch": 0.15678896205707119, "eval_avg_non_pair_similarity": 0.0003613333898595999, "eval_avg_pair_similarity": 0.005676110625499859, "eval_loss": 0.3019685447216034, "eval_runtime": 19.5219, "eval_samples_per_second": 25.612, "eval_similarity_ratio": 15.708790786551377, "eval_steps_per_second": 0.82, "step": 7000 }, { "epoch": 0.1590288043721722, "grad_norm": 15.780075073242188, "learning_rate": 9.402991981819758e-05, "loss": 0.2866, "step": 7100 }, { "epoch": 0.16126864668727323, "grad_norm": 17.34490966796875, "learning_rate": 9.386173092735051e-05, "loss": 0.2526, "step": 7200 }, { "epoch": 0.16350848900237425, "grad_norm": 14.431266784667969, "learning_rate": 9.36913604809026e-05, "loss": 0.2646, "step": 7300 }, { "epoch": 0.16574833131747524, "grad_norm": 11.20712661743164, "learning_rate": 9.351881695258693e-05, "loss": 0.2279, "step": 7400 }, { "epoch": 0.16798817363257626, "grad_norm": 15.549891471862793, "learning_rate": 9.334410892421945e-05, "loss": 0.2884, "step": 7500 }, { "epoch": 0.17022801594767728, "grad_norm": 14.635927200317383, "learning_rate": 9.316724508527205e-05, "loss": 0.2729, "step": 7600 }, { "epoch": 0.1724678582627783, "grad_norm": 12.841429710388184, "learning_rate": 9.298823423244038e-05, "loss": 0.271, "step": 7700 }, { "epoch": 0.17470770057787932, "grad_norm": 13.053755760192871, "learning_rate": 9.280708526920636e-05, "loss": 0.3094, "step": 7800 }, { "epoch": 0.17694754289298034, "grad_norm": 14.694463729858398, "learning_rate": 9.262380720539536e-05, "loss": 0.2687, "step": 7900 }, { "epoch": 0.17918738520808136, "grad_norm": 14.9842529296875, "learning_rate": 9.243840915672804e-05, "loss": 0.2539, "step": 8000 }, { "epoch": 0.17918738520808136, "eval_avg_non_pair_similarity": -0.0009227607365296818, "eval_avg_pair_similarity": -0.005276160409208387, "eval_loss": 0.22878731787204742, "eval_runtime": 19.5192, "eval_samples_per_second": 25.616, "eval_similarity_ratio": 5.717798992023619, "eval_steps_per_second": 0.82, "step": 8000 }, { "epoch": 0.18142722752318236, "grad_norm": 11.896175384521484, "learning_rate": 9.225090034436697e-05, "loss": 0.2739, "step": 8100 }, { "epoch": 0.18366706983828338, "grad_norm": 12.229938507080078, "learning_rate": 9.206129009445796e-05, "loss": 0.2467, "step": 8200 }, { "epoch": 0.1859069121533844, "grad_norm": 15.017464637756348, "learning_rate": 9.186958783766633e-05, "loss": 0.2668, "step": 8300 }, { "epoch": 0.18814675446848542, "grad_norm": 15.509882926940918, "learning_rate": 9.167580310870769e-05, "loss": 0.2614, "step": 8400 }, { "epoch": 0.19038659678358644, "grad_norm": 14.945472717285156, "learning_rate": 9.147994554587385e-05, "loss": 0.2266, "step": 8500 }, { "epoch": 0.19262643909868746, "grad_norm": 16.0211238861084, "learning_rate": 9.128202489055335e-05, "loss": 0.2428, "step": 8600 }, { "epoch": 0.19486628141378848, "grad_norm": 16.380727767944336, "learning_rate": 9.108205098674698e-05, "loss": 0.2578, "step": 8700 }, { "epoch": 0.1971061237288895, "grad_norm": 12.938665390014648, "learning_rate": 9.088003378057816e-05, "loss": 0.2445, "step": 8800 }, { "epoch": 0.1993459660439905, "grad_norm": 7.832601070404053, "learning_rate": 9.067598331979829e-05, "loss": 0.2284, "step": 8900 }, { "epoch": 0.2015858083590915, "grad_norm": 12.243515014648438, "learning_rate": 9.046990975328694e-05, "loss": 0.271, "step": 9000 }, { "epoch": 0.2015858083590915, "eval_avg_non_pair_similarity": -0.0005964781935742025, "eval_avg_pair_similarity": -0.0012636589542962611, "eval_loss": 0.24378302693367004, "eval_runtime": 19.5294, "eval_samples_per_second": 25.602, "eval_similarity_ratio": 2.1185333645211637, "eval_steps_per_second": 0.819, "step": 9000 }, { "epoch": 0.20382565067419253, "grad_norm": 14.057201385498047, "learning_rate": 9.026182333054714e-05, "loss": 0.2216, "step": 9100 }, { "epoch": 0.20606549298929355, "grad_norm": 9.724617958068848, "learning_rate": 9.005173440119555e-05, "loss": 0.2625, "step": 9200 }, { "epoch": 0.20830533530439457, "grad_norm": 13.209918975830078, "learning_rate": 8.983965341444769e-05, "loss": 0.2508, "step": 9300 }, { "epoch": 0.2105451776194956, "grad_norm": 12.0099458694458, "learning_rate": 8.962559091859828e-05, "loss": 0.2263, "step": 9400 }, { "epoch": 0.21278501993459661, "grad_norm": 11.473740577697754, "learning_rate": 8.940955756049658e-05, "loss": 0.256, "step": 9500 }, { "epoch": 0.21502486224969763, "grad_norm": 13.63650131225586, "learning_rate": 8.919156408501678e-05, "loss": 0.2594, "step": 9600 }, { "epoch": 0.21726470456479863, "grad_norm": 11.578638076782227, "learning_rate": 8.897162133452375e-05, "loss": 0.225, "step": 9700 }, { "epoch": 0.21950454687989965, "grad_norm": 8.985605239868164, "learning_rate": 8.874974024833351e-05, "loss": 0.2525, "step": 9800 }, { "epoch": 0.22174438919500067, "grad_norm": 15.842543601989746, "learning_rate": 8.852593186216942e-05, "loss": 0.239, "step": 9900 }, { "epoch": 0.2239842315101017, "grad_norm": 13.797926902770996, "learning_rate": 8.830020730761308e-05, "loss": 0.2133, "step": 10000 }, { "epoch": 0.2239842315101017, "eval_avg_non_pair_similarity": 3.824399728542623e-05, "eval_avg_pair_similarity": -0.010851175129879266, "eval_loss": 0.2623503506183624, "eval_runtime": 19.4973, "eval_samples_per_second": 25.645, "eval_similarity_ratio": -283.7353807159264, "eval_steps_per_second": 0.821, "step": 10000 }, { "epoch": 0.2262240738252027, "grad_norm": 13.315906524658203, "learning_rate": 8.807257781155081e-05, "loss": 0.2192, "step": 10100 }, { "epoch": 0.22846391614030373, "grad_norm": 11.403688430786133, "learning_rate": 8.784305469561519e-05, "loss": 0.2359, "step": 10200 }, { "epoch": 0.23070375845540475, "grad_norm": 11.676390647888184, "learning_rate": 8.761164937562199e-05, "loss": 0.224, "step": 10300 }, { "epoch": 0.23294360077050574, "grad_norm": 11.526522636413574, "learning_rate": 8.737837336100233e-05, "loss": 0.2288, "step": 10400 }, { "epoch": 0.23518344308560676, "grad_norm": 15.950361251831055, "learning_rate": 8.714323825423031e-05, "loss": 0.2388, "step": 10500 }, { "epoch": 0.23742328540070778, "grad_norm": 11.149569511413574, "learning_rate": 8.690625575024586e-05, "loss": 0.2067, "step": 10600 }, { "epoch": 0.2396631277158088, "grad_norm": 10.904093742370605, "learning_rate": 8.666743763587315e-05, "loss": 0.2354, "step": 10700 }, { "epoch": 0.24190297003090983, "grad_norm": 10.213909149169922, "learning_rate": 8.642679578923422e-05, "loss": 0.2236, "step": 10800 }, { "epoch": 0.24414281234601085, "grad_norm": 10.054357528686523, "learning_rate": 8.618434217915838e-05, "loss": 0.1987, "step": 10900 }, { "epoch": 0.24638265466111187, "grad_norm": 11.040483474731445, "learning_rate": 8.59400888645867e-05, "loss": 0.2471, "step": 11000 }, { "epoch": 0.24638265466111187, "eval_avg_non_pair_similarity": 0.00023486310084357872, "eval_avg_pair_similarity": 0.00031724373530596497, "eval_loss": 0.17524191737174988, "eval_runtime": 19.4456, "eval_samples_per_second": 25.713, "eval_similarity_ratio": 1.3507602265596101, "eval_steps_per_second": 0.823, "step": 11000 }, { "epoch": 0.2486224969762129, "grad_norm": 12.810904502868652, "learning_rate": 8.569404799397247e-05, "loss": 0.1974, "step": 11100 }, { "epoch": 0.2508623392913139, "grad_norm": 15.360380172729492, "learning_rate": 8.544623180467673e-05, "loss": 0.2204, "step": 11200 }, { "epoch": 0.2531021816064149, "grad_norm": 13.429972648620605, "learning_rate": 8.519665262235979e-05, "loss": 0.2479, "step": 11300 }, { "epoch": 0.25534202392151595, "grad_norm": 10.252517700195312, "learning_rate": 8.494532286036813e-05, "loss": 0.1886, "step": 11400 }, { "epoch": 0.25758186623661694, "grad_norm": 11.51858901977539, "learning_rate": 8.4692255019117e-05, "loss": 0.2191, "step": 11500 }, { "epoch": 0.25982170855171793, "grad_norm": 8.529491424560547, "learning_rate": 8.443746168546867e-05, "loss": 0.1856, "step": 11600 }, { "epoch": 0.262061550866819, "grad_norm": 7.846275806427002, "learning_rate": 8.418095553210641e-05, "loss": 0.1879, "step": 11700 }, { "epoch": 0.26430139318192, "grad_norm": 10.658947944641113, "learning_rate": 8.392274931690422e-05, "loss": 0.1998, "step": 11800 }, { "epoch": 0.266541235497021, "grad_norm": 8.623246192932129, "learning_rate": 8.366285588229223e-05, "loss": 0.2073, "step": 11900 }, { "epoch": 0.268781077812122, "grad_norm": 8.197981834411621, "learning_rate": 8.340128815461797e-05, "loss": 0.179, "step": 12000 }, { "epoch": 0.268781077812122, "eval_avg_non_pair_similarity": 5.694422117604282e-05, "eval_avg_pair_similarity": -0.00526782719604671, "eval_loss": 0.19077710807323456, "eval_runtime": 19.459, "eval_samples_per_second": 25.695, "eval_similarity_ratio": -92.50854761471308, "eval_steps_per_second": 0.822, "step": 12000 }, { "epoch": 0.27102092012722306, "grad_norm": 9.695572853088379, "learning_rate": 8.313805914350349e-05, "loss": 0.2022, "step": 12100 }, { "epoch": 0.27326076244232406, "grad_norm": 8.658490180969238, "learning_rate": 8.287318194119825e-05, "loss": 0.2011, "step": 12200 }, { "epoch": 0.2755006047574251, "grad_norm": 9.974045753479004, "learning_rate": 8.260666972192798e-05, "loss": 0.2163, "step": 12300 }, { "epoch": 0.2777404470725261, "grad_norm": 8.445626258850098, "learning_rate": 8.233853574123944e-05, "loss": 0.1947, "step": 12400 }, { "epoch": 0.2799802893876271, "grad_norm": 7.46968412399292, "learning_rate": 8.206879333534109e-05, "loss": 0.1709, "step": 12500 }, { "epoch": 0.28222013170272814, "grad_norm": 12.895581245422363, "learning_rate": 8.179745592043982e-05, "loss": 0.2281, "step": 12600 }, { "epoch": 0.28445997401782913, "grad_norm": 10.54282283782959, "learning_rate": 8.152453699207362e-05, "loss": 0.184, "step": 12700 }, { "epoch": 0.2866998163329302, "grad_norm": 7.9730634689331055, "learning_rate": 8.125005012444044e-05, "loss": 0.2525, "step": 12800 }, { "epoch": 0.2889396586480312, "grad_norm": 9.222777366638184, "learning_rate": 8.097400896972296e-05, "loss": 0.1912, "step": 12900 }, { "epoch": 0.2911795009631322, "grad_norm": 10.500025749206543, "learning_rate": 8.069642725740957e-05, "loss": 0.1948, "step": 13000 }, { "epoch": 0.2911795009631322, "eval_avg_non_pair_similarity": 0.0007876502425145761, "eval_avg_pair_similarity": -0.007292054696008563, "eval_loss": 0.18571369349956512, "eval_runtime": 19.4919, "eval_samples_per_second": 25.652, "eval_similarity_ratio": -9.257985718037302, "eval_steps_per_second": 0.821, "step": 13000 }, { "epoch": 0.2934193432782332, "grad_norm": 7.784255504608154, "learning_rate": 8.041731879361164e-05, "loss": 0.214, "step": 13100 }, { "epoch": 0.2956591855933342, "grad_norm": 9.356244087219238, "learning_rate": 8.013669746037662e-05, "loss": 0.168, "step": 13200 }, { "epoch": 0.29789902790843525, "grad_norm": 8.42744255065918, "learning_rate": 7.985457721499779e-05, "loss": 0.1759, "step": 13300 }, { "epoch": 0.30013887022353625, "grad_norm": 8.323335647583008, "learning_rate": 7.957097208931997e-05, "loss": 0.193, "step": 13400 }, { "epoch": 0.3023787125386373, "grad_norm": 10.35467529296875, "learning_rate": 7.928589618904158e-05, "loss": 0.244, "step": 13500 }, { "epoch": 0.3046185548537383, "grad_norm": 9.027731895446777, "learning_rate": 7.899936369301319e-05, "loss": 0.1878, "step": 13600 }, { "epoch": 0.30685839716883934, "grad_norm": 11.577035903930664, "learning_rate": 7.871138885253216e-05, "loss": 0.2033, "step": 13700 }, { "epoch": 0.30909823948394033, "grad_norm": 6.524970054626465, "learning_rate": 7.842198599063395e-05, "loss": 0.1792, "step": 13800 }, { "epoch": 0.3113380817990413, "grad_norm": 8.987520217895508, "learning_rate": 7.813116950137964e-05, "loss": 0.1936, "step": 13900 }, { "epoch": 0.31357792411414237, "grad_norm": 8.995404243469238, "learning_rate": 7.783895384914004e-05, "loss": 0.1831, "step": 14000 }, { "epoch": 0.31357792411414237, "eval_avg_non_pair_similarity": 0.000529102375272793, "eval_avg_pair_similarity": -0.001620051197707653, "eval_loss": 0.18957822024822235, "eval_runtime": 19.4615, "eval_samples_per_second": 25.692, "eval_similarity_ratio": -3.061886079933759, "eval_steps_per_second": 0.822, "step": 14000 }, { "epoch": 0.31581776642924336, "grad_norm": 6.4864068031311035, "learning_rate": 7.754535356787629e-05, "loss": 0.1976, "step": 14100 }, { "epoch": 0.3180576087443444, "grad_norm": 7.537520885467529, "learning_rate": 7.725038326041698e-05, "loss": 0.1935, "step": 14200 }, { "epoch": 0.3202974510594454, "grad_norm": 7.547581195831299, "learning_rate": 7.695405759773182e-05, "loss": 0.1706, "step": 14300 }, { "epoch": 0.32253729337454645, "grad_norm": 6.900126934051514, "learning_rate": 7.665639131820198e-05, "loss": 0.1479, "step": 14400 }, { "epoch": 0.32477713568964744, "grad_norm": 9.628849983215332, "learning_rate": 7.635739922688702e-05, "loss": 0.1649, "step": 14500 }, { "epoch": 0.3270169780047485, "grad_norm": 9.103193283081055, "learning_rate": 7.60570961947886e-05, "loss": 0.1672, "step": 14600 }, { "epoch": 0.3292568203198495, "grad_norm": 9.142544746398926, "learning_rate": 7.57554971581107e-05, "loss": 0.1831, "step": 14700 }, { "epoch": 0.3314966626349505, "grad_norm": 8.968326568603516, "learning_rate": 7.545261711751685e-05, "loss": 0.1566, "step": 14800 }, { "epoch": 0.3337365049500515, "grad_norm": 9.484015464782715, "learning_rate": 7.514847113738401e-05, "loss": 0.1949, "step": 14900 }, { "epoch": 0.3359763472651525, "grad_norm": 7.016854763031006, "learning_rate": 7.484307434505335e-05, "loss": 0.1419, "step": 15000 }, { "epoch": 0.3359763472651525, "eval_avg_non_pair_similarity": 8.844231431561901e-05, "eval_avg_pair_similarity": -0.0006939181396737695, "eval_loss": 0.1548442244529724, "eval_runtime": 19.513, "eval_samples_per_second": 25.624, "eval_similarity_ratio": -7.845997077794952, "eval_steps_per_second": 0.82, "step": 15000 } ], "logging_steps": 100, "max_steps": 44646, "num_input_tokens_seen": 0, "num_train_epochs": 1, "save_steps": 1000, "stateful_callbacks": { "TrainerControl": { "args": { "should_epoch_stop": false, "should_evaluate": false, "should_log": false, "should_save": true, "should_training_stop": false }, "attributes": {} } }, "total_flos": 0.0, "train_batch_size": 32, "trial_name": null, "trial_params": null }