{ "best_metric": null, "best_model_checkpoint": null, "epoch": 1.5020576131687244, "eval_steps": 110, "global_step": 1095, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0013717421124828531, "grad_norm": 13.75906753540039, "learning_rate": 1.8281535648994516e-06, "loss": 1.2468, "step": 1 }, { "epoch": 0.0027434842249657062, "grad_norm": 14.05058765411377, "learning_rate": 3.6563071297989032e-06, "loss": 1.4692, "step": 2 }, { "epoch": 0.00411522633744856, "grad_norm": 13.991771697998047, "learning_rate": 5.484460694698355e-06, "loss": 1.2457, "step": 3 }, { "epoch": 0.0054869684499314125, "grad_norm": 13.429465293884277, "learning_rate": 7.3126142595978065e-06, "loss": 1.1859, "step": 4 }, { "epoch": 0.006858710562414266, "grad_norm": 12.403002738952637, "learning_rate": 9.140767824497258e-06, "loss": 1.2404, "step": 5 }, { "epoch": 0.00823045267489712, "grad_norm": 1.5524662733078003, "learning_rate": 1.096892138939671e-05, "loss": 0.042, "step": 6 }, { "epoch": 0.009602194787379973, "grad_norm": 10.1494140625, "learning_rate": 1.2797074954296162e-05, "loss": 0.8856, "step": 7 }, { "epoch": 0.010973936899862825, "grad_norm": Infinity, "learning_rate": 1.2797074954296162e-05, "loss": 1.5417, "step": 8 }, { "epoch": 0.012345679012345678, "grad_norm": 0.4553964138031006, "learning_rate": 1.4625228519195613e-05, "loss": 0.023, "step": 9 }, { "epoch": 0.013717421124828532, "grad_norm": 10.332369804382324, "learning_rate": 1.6453382084095062e-05, "loss": 0.8655, "step": 10 }, { "epoch": 0.015089163237311385, "grad_norm": 7.544310092926025, "learning_rate": 1.8281535648994517e-05, "loss": 0.5894, "step": 11 }, { "epoch": 0.01646090534979424, "grad_norm": 8.16427230834961, "learning_rate": 2.0109689213893968e-05, "loss": 0.7053, "step": 12 }, { "epoch": 0.01783264746227709, "grad_norm": 7.403252601623535, "learning_rate": 2.193784277879342e-05, "loss": 0.5857, "step": 13 }, { "epoch": 0.019204389574759947, "grad_norm": 8.974674224853516, "learning_rate": 2.376599634369287e-05, "loss": 0.8375, "step": 14 }, { "epoch": 0.0205761316872428, "grad_norm": 13.417745590209961, "learning_rate": 2.5594149908592324e-05, "loss": 0.9043, "step": 15 }, { "epoch": 0.02194787379972565, "grad_norm": 12.881294250488281, "learning_rate": 2.742230347349177e-05, "loss": 0.8756, "step": 16 }, { "epoch": 0.023319615912208505, "grad_norm": 7.439205169677734, "learning_rate": 2.9250457038391226e-05, "loss": 0.5076, "step": 17 }, { "epoch": 0.024691358024691357, "grad_norm": 8.46964168548584, "learning_rate": 3.107861060329068e-05, "loss": 0.4757, "step": 18 }, { "epoch": 0.02606310013717421, "grad_norm": 17.02773666381836, "learning_rate": 3.2906764168190124e-05, "loss": 0.9993, "step": 19 }, { "epoch": 0.027434842249657063, "grad_norm": 6.2668776512146, "learning_rate": 3.473491773308958e-05, "loss": 0.2622, "step": 20 }, { "epoch": 0.02880658436213992, "grad_norm": 8.273824691772461, "learning_rate": 3.656307129798903e-05, "loss": 0.3497, "step": 21 }, { "epoch": 0.03017832647462277, "grad_norm": 5.5460944175720215, "learning_rate": 3.839122486288849e-05, "loss": 0.2514, "step": 22 }, { "epoch": 0.03155006858710562, "grad_norm": 4.283128261566162, "learning_rate": 4.0219378427787935e-05, "loss": 0.1673, "step": 23 }, { "epoch": 0.03292181069958848, "grad_norm": 4.708792209625244, "learning_rate": 4.204753199268738e-05, "loss": 0.203, "step": 24 }, { "epoch": 0.03429355281207133, "grad_norm": 14.491021156311035, "learning_rate": 4.387568555758684e-05, "loss": 0.698, "step": 25 }, { "epoch": 0.03566529492455418, "grad_norm": 7.903520584106445, "learning_rate": 4.570383912248629e-05, "loss": 0.3401, "step": 26 }, { "epoch": 0.037037037037037035, "grad_norm": 7.333080291748047, "learning_rate": 4.753199268738574e-05, "loss": 0.2185, "step": 27 }, { "epoch": 0.038408779149519894, "grad_norm": 8.625358581542969, "learning_rate": 4.936014625228519e-05, "loss": 0.4424, "step": 28 }, { "epoch": 0.039780521262002745, "grad_norm": 1.5588488578796387, "learning_rate": 5.118829981718465e-05, "loss": 0.0381, "step": 29 }, { "epoch": 0.0411522633744856, "grad_norm": 12.401138305664062, "learning_rate": 5.3016453382084095e-05, "loss": 0.8215, "step": 30 }, { "epoch": 0.04252400548696845, "grad_norm": 5.405845642089844, "learning_rate": 5.484460694698354e-05, "loss": 0.1542, "step": 31 }, { "epoch": 0.0438957475994513, "grad_norm": 8.558808326721191, "learning_rate": 5.6672760511883e-05, "loss": 0.6893, "step": 32 }, { "epoch": 0.04526748971193416, "grad_norm": 7.206741809844971, "learning_rate": 5.850091407678245e-05, "loss": 0.3773, "step": 33 }, { "epoch": 0.04663923182441701, "grad_norm": 8.300729751586914, "learning_rate": 6.0329067641681906e-05, "loss": 0.538, "step": 34 }, { "epoch": 0.04801097393689986, "grad_norm": 0.2500181496143341, "learning_rate": 6.215722120658135e-05, "loss": 0.0073, "step": 35 }, { "epoch": 0.04938271604938271, "grad_norm": 17.457223892211914, "learning_rate": 6.398537477148081e-05, "loss": 2.378, "step": 36 }, { "epoch": 0.05075445816186557, "grad_norm": 10.884990692138672, "learning_rate": 6.581352833638025e-05, "loss": 0.5949, "step": 37 }, { "epoch": 0.05212620027434842, "grad_norm": 10.013723373413086, "learning_rate": 6.764168190127972e-05, "loss": 0.7071, "step": 38 }, { "epoch": 0.053497942386831275, "grad_norm": 4.653324604034424, "learning_rate": 6.946983546617916e-05, "loss": 0.1607, "step": 39 }, { "epoch": 0.05486968449931413, "grad_norm": 9.527400970458984, "learning_rate": 7.129798903107861e-05, "loss": 0.7735, "step": 40 }, { "epoch": 0.056241426611796985, "grad_norm": 12.477531433105469, "learning_rate": 7.312614259597807e-05, "loss": 0.7594, "step": 41 }, { "epoch": 0.05761316872427984, "grad_norm": 5.369799613952637, "learning_rate": 7.495429616087751e-05, "loss": 0.3569, "step": 42 }, { "epoch": 0.05898491083676269, "grad_norm": 5.1385908126831055, "learning_rate": 7.678244972577697e-05, "loss": 0.2454, "step": 43 }, { "epoch": 0.06035665294924554, "grad_norm": 6.1807708740234375, "learning_rate": 7.861060329067642e-05, "loss": 0.2723, "step": 44 }, { "epoch": 0.06172839506172839, "grad_norm": 7.941879749298096, "learning_rate": 8.043875685557587e-05, "loss": 0.5338, "step": 45 }, { "epoch": 0.06310013717421124, "grad_norm": 5.015410423278809, "learning_rate": 8.226691042047532e-05, "loss": 0.1891, "step": 46 }, { "epoch": 0.0644718792866941, "grad_norm": 7.299699306488037, "learning_rate": 8.409506398537477e-05, "loss": 0.3647, "step": 47 }, { "epoch": 0.06584362139917696, "grad_norm": 8.421393394470215, "learning_rate": 8.592321755027423e-05, "loss": 0.383, "step": 48 }, { "epoch": 0.06721536351165981, "grad_norm": 5.5915937423706055, "learning_rate": 8.775137111517367e-05, "loss": 0.2353, "step": 49 }, { "epoch": 0.06858710562414266, "grad_norm": 8.187829971313477, "learning_rate": 8.957952468007313e-05, "loss": 0.5541, "step": 50 }, { "epoch": 0.06995884773662552, "grad_norm": 6.386786460876465, "learning_rate": 9.140767824497258e-05, "loss": 0.4908, "step": 51 }, { "epoch": 0.07133058984910837, "grad_norm": 8.64050006866455, "learning_rate": 9.323583180987204e-05, "loss": 0.586, "step": 52 }, { "epoch": 0.07270233196159122, "grad_norm": 5.879551410675049, "learning_rate": 9.506398537477148e-05, "loss": 0.2241, "step": 53 }, { "epoch": 0.07407407407407407, "grad_norm": 7.824138164520264, "learning_rate": 9.689213893967093e-05, "loss": 0.6046, "step": 54 }, { "epoch": 0.07544581618655692, "grad_norm": 6.351109504699707, "learning_rate": 9.872029250457039e-05, "loss": 0.231, "step": 55 }, { "epoch": 0.07681755829903979, "grad_norm": 9.437410354614258, "learning_rate": 0.00010054844606946984, "loss": 0.7105, "step": 56 }, { "epoch": 0.07818930041152264, "grad_norm": 8.40911865234375, "learning_rate": 0.0001023765996343693, "loss": 0.5591, "step": 57 }, { "epoch": 0.07956104252400549, "grad_norm": 7.631382942199707, "learning_rate": 0.00010420475319926874, "loss": 0.5194, "step": 58 }, { "epoch": 0.08093278463648834, "grad_norm": 5.773220062255859, "learning_rate": 0.00010603290676416819, "loss": 0.3297, "step": 59 }, { "epoch": 0.0823045267489712, "grad_norm": 1.3606321811676025, "learning_rate": 0.00010786106032906765, "loss": 0.0299, "step": 60 }, { "epoch": 0.08367626886145405, "grad_norm": 7.216275215148926, "learning_rate": 0.00010968921389396709, "loss": 0.3514, "step": 61 }, { "epoch": 0.0850480109739369, "grad_norm": 4.70477294921875, "learning_rate": 0.00011151736745886655, "loss": 0.1932, "step": 62 }, { "epoch": 0.08641975308641975, "grad_norm": 6.754104137420654, "learning_rate": 0.000113345521023766, "loss": 0.4035, "step": 63 }, { "epoch": 0.0877914951989026, "grad_norm": 0.19067375361919403, "learning_rate": 0.00011517367458866546, "loss": 0.0094, "step": 64 }, { "epoch": 0.08916323731138547, "grad_norm": 1.1715893745422363, "learning_rate": 0.0001170018281535649, "loss": 0.0148, "step": 65 }, { "epoch": 0.09053497942386832, "grad_norm": 1.6287739276885986, "learning_rate": 0.00011882998171846434, "loss": 0.0231, "step": 66 }, { "epoch": 0.09190672153635117, "grad_norm": 7.027708053588867, "learning_rate": 0.00012065813528336381, "loss": 0.3204, "step": 67 }, { "epoch": 0.09327846364883402, "grad_norm": 7.248253345489502, "learning_rate": 0.00012248628884826325, "loss": 0.3011, "step": 68 }, { "epoch": 0.09465020576131687, "grad_norm": 9.592718124389648, "learning_rate": 0.0001243144424131627, "loss": 0.3871, "step": 69 }, { "epoch": 0.09602194787379972, "grad_norm": 5.128874778747559, "learning_rate": 0.00012614259597806216, "loss": 0.1823, "step": 70 }, { "epoch": 0.09739368998628258, "grad_norm": 6.496853351593018, "learning_rate": 0.00012797074954296162, "loss": 0.3572, "step": 71 }, { "epoch": 0.09876543209876543, "grad_norm": 6.564659118652344, "learning_rate": 0.00012979890310786104, "loss": 0.5289, "step": 72 }, { "epoch": 0.10013717421124829, "grad_norm": 6.480371952056885, "learning_rate": 0.0001316270566727605, "loss": 0.3223, "step": 73 }, { "epoch": 0.10150891632373114, "grad_norm": 7.222306728363037, "learning_rate": 0.00013345521023765998, "loss": 0.3247, "step": 74 }, { "epoch": 0.102880658436214, "grad_norm": 5.406076431274414, "learning_rate": 0.00013528336380255943, "loss": 0.2133, "step": 75 }, { "epoch": 0.10425240054869685, "grad_norm": 11.029163360595703, "learning_rate": 0.00013711151736745886, "loss": 0.8249, "step": 76 }, { "epoch": 0.1056241426611797, "grad_norm": 7.284115314483643, "learning_rate": 0.00013893967093235832, "loss": 0.4341, "step": 77 }, { "epoch": 0.10699588477366255, "grad_norm": 6.240738868713379, "learning_rate": 0.00014076782449725777, "loss": 0.2932, "step": 78 }, { "epoch": 0.1083676268861454, "grad_norm": 0.1745665967464447, "learning_rate": 0.00014259597806215722, "loss": 0.0099, "step": 79 }, { "epoch": 0.10973936899862825, "grad_norm": 5.460353851318359, "learning_rate": 0.00014442413162705668, "loss": 0.3348, "step": 80 }, { "epoch": 0.1111111111111111, "grad_norm": 8.869246482849121, "learning_rate": 0.00014625228519195613, "loss": 0.6405, "step": 81 }, { "epoch": 0.11248285322359397, "grad_norm": 4.475996971130371, "learning_rate": 0.0001480804387568556, "loss": 0.1536, "step": 82 }, { "epoch": 0.11385459533607682, "grad_norm": 2.700299024581909, "learning_rate": 0.00014990859232175501, "loss": 0.1299, "step": 83 }, { "epoch": 0.11522633744855967, "grad_norm": 7.5515618324279785, "learning_rate": 0.00015173674588665447, "loss": 0.5863, "step": 84 }, { "epoch": 0.11659807956104253, "grad_norm": 9.869407653808594, "learning_rate": 0.00015356489945155395, "loss": 0.7205, "step": 85 }, { "epoch": 0.11796982167352538, "grad_norm": 8.208423614501953, "learning_rate": 0.00015539305301645338, "loss": 0.4052, "step": 86 }, { "epoch": 0.11934156378600823, "grad_norm": 6.408420562744141, "learning_rate": 0.00015722120658135283, "loss": 0.3953, "step": 87 }, { "epoch": 0.12071330589849108, "grad_norm": 7.050099849700928, "learning_rate": 0.00015904936014625229, "loss": 0.5598, "step": 88 }, { "epoch": 0.12208504801097393, "grad_norm": 5.326991558074951, "learning_rate": 0.00016087751371115174, "loss": 0.2856, "step": 89 }, { "epoch": 0.12345679012345678, "grad_norm": 4.510193347930908, "learning_rate": 0.0001627056672760512, "loss": 0.2277, "step": 90 }, { "epoch": 0.12482853223593965, "grad_norm": 5.769596576690674, "learning_rate": 0.00016453382084095065, "loss": 0.3296, "step": 91 }, { "epoch": 0.1262002743484225, "grad_norm": 6.066390037536621, "learning_rate": 0.0001663619744058501, "loss": 0.3079, "step": 92 }, { "epoch": 0.12757201646090535, "grad_norm": 6.80173921585083, "learning_rate": 0.00016819012797074953, "loss": 0.4867, "step": 93 }, { "epoch": 0.1289437585733882, "grad_norm": 6.219693183898926, "learning_rate": 0.00017001828153564899, "loss": 0.4319, "step": 94 }, { "epoch": 0.13031550068587106, "grad_norm": 5.316290855407715, "learning_rate": 0.00017184643510054847, "loss": 0.2952, "step": 95 }, { "epoch": 0.13168724279835392, "grad_norm": 6.86447811126709, "learning_rate": 0.00017367458866544792, "loss": 0.5531, "step": 96 }, { "epoch": 0.13305898491083676, "grad_norm": 1.2648167610168457, "learning_rate": 0.00017550274223034735, "loss": 0.0296, "step": 97 }, { "epoch": 0.13443072702331962, "grad_norm": 8.14661979675293, "learning_rate": 0.0001773308957952468, "loss": 0.8536, "step": 98 }, { "epoch": 0.13580246913580246, "grad_norm": 8.927884101867676, "learning_rate": 0.00017915904936014626, "loss": 0.4879, "step": 99 }, { "epoch": 0.13717421124828533, "grad_norm": 9.555243492126465, "learning_rate": 0.00018098720292504568, "loss": 0.67, "step": 100 }, { "epoch": 0.13854595336076816, "grad_norm": 7.783656120300293, "learning_rate": 0.00018281535648994517, "loss": 0.4813, "step": 101 }, { "epoch": 0.13991769547325103, "grad_norm": 0.5169872641563416, "learning_rate": 0.00018464351005484462, "loss": 0.0488, "step": 102 }, { "epoch": 0.1412894375857339, "grad_norm": 6.967692852020264, "learning_rate": 0.00018647166361974407, "loss": 0.5388, "step": 103 }, { "epoch": 0.14266117969821673, "grad_norm": 6.324373245239258, "learning_rate": 0.0001882998171846435, "loss": 0.376, "step": 104 }, { "epoch": 0.1440329218106996, "grad_norm": 0.7642683982849121, "learning_rate": 0.00019012797074954296, "loss": 0.017, "step": 105 }, { "epoch": 0.14540466392318244, "grad_norm": 8.600672721862793, "learning_rate": 0.00019195612431444244, "loss": 0.7542, "step": 106 }, { "epoch": 0.1467764060356653, "grad_norm": 7.111880302429199, "learning_rate": 0.00019378427787934186, "loss": 0.4063, "step": 107 }, { "epoch": 0.14814814814814814, "grad_norm": 6.075577735900879, "learning_rate": 0.00019561243144424132, "loss": 0.3658, "step": 108 }, { "epoch": 0.149519890260631, "grad_norm": 6.12313175201416, "learning_rate": 0.00019744058500914077, "loss": 0.4389, "step": 109 }, { "epoch": 0.15089163237311384, "grad_norm": 5.813235759735107, "learning_rate": 0.00019926873857404023, "loss": 0.3803, "step": 110 }, { "epoch": 0.15089163237311384, "eval_Qnli-dev_cosine_accuracy": 0.705078125, "eval_Qnli-dev_cosine_accuracy_threshold": 0.6866907477378845, "eval_Qnli-dev_cosine_ap": 0.7567018413685389, "eval_Qnli-dev_cosine_f1": 0.6931818181818182, "eval_Qnli-dev_cosine_f1_threshold": 0.6343963146209717, "eval_Qnli-dev_cosine_precision": 0.6267123287671232, "eval_Qnli-dev_cosine_recall": 0.7754237288135594, "eval_allNLI-dev_cosine_accuracy": 0.76953125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.7752166986465454, "eval_allNLI-dev_cosine_ap": 0.6627175481841632, "eval_allNLI-dev_cosine_f1": 0.6624737945492662, "eval_allNLI-dev_cosine_f1_threshold": 0.6564935445785522, "eval_allNLI-dev_cosine_precision": 0.5197368421052632, "eval_allNLI-dev_cosine_recall": 0.9132947976878613, "eval_sequential_score": 0.7567018413685389, "eval_sts-test_pearson_cosine": 0.9026620207137961, "eval_sts-test_spearman_cosine": 0.913678627606199, "eval_vitaminc-pairs_loss": 2.009296178817749, "eval_vitaminc-pairs_runtime": 14.3224, "eval_vitaminc-pairs_samples_per_second": 8.937, "eval_vitaminc-pairs_steps_per_second": 0.07, "step": 110 }, { "epoch": 0.15089163237311384, "eval_negation-triplets_loss": 1.59572434425354, "eval_negation-triplets_runtime": 1.1528, "eval_negation-triplets_samples_per_second": 111.029, "eval_negation-triplets_steps_per_second": 0.867, "step": 110 }, { "epoch": 0.15089163237311384, "eval_scitail-pairs-pos_loss": 0.061776161193847656, "eval_scitail-pairs-pos_runtime": 1.5728, "eval_scitail-pairs-pos_samples_per_second": 81.383, "eval_scitail-pairs-pos_steps_per_second": 0.636, "step": 110 }, { "epoch": 0.15089163237311384, "eval_scitail-pairs-qa_loss": 0.009187542833387852, "eval_scitail-pairs-qa_runtime": 1.2102, "eval_scitail-pairs-qa_samples_per_second": 105.771, "eval_scitail-pairs-qa_steps_per_second": 0.826, "step": 110 }, { "epoch": 0.15089163237311384, "eval_xsum-pairs_loss": 0.37210211157798767, "eval_xsum-pairs_runtime": 6.2854, "eval_xsum-pairs_samples_per_second": 20.365, "eval_xsum-pairs_steps_per_second": 0.159, "step": 110 }, { "epoch": 0.15089163237311384, "eval_sciq_pairs_loss": 0.04122849553823471, "eval_sciq_pairs_runtime": 8.8116, "eval_sciq_pairs_samples_per_second": 14.526, "eval_sciq_pairs_steps_per_second": 0.113, "step": 110 }, { "epoch": 0.15089163237311384, "eval_qasc_pairs_loss": 0.4748501479625702, "eval_qasc_pairs_runtime": 1.3827, "eval_qasc_pairs_samples_per_second": 92.573, "eval_qasc_pairs_steps_per_second": 0.723, "step": 110 }, { "epoch": 0.15089163237311384, "eval_openbookqa_pairs_loss": 1.1540580987930298, "eval_openbookqa_pairs_runtime": 1.1788, "eval_openbookqa_pairs_samples_per_second": 108.581, "eval_openbookqa_pairs_steps_per_second": 0.848, "step": 110 }, { "epoch": 0.15089163237311384, "eval_nq_pairs_loss": 0.2363465428352356, "eval_nq_pairs_runtime": 7.8515, "eval_nq_pairs_samples_per_second": 16.303, "eval_nq_pairs_steps_per_second": 0.127, "step": 110 }, { "epoch": 0.15089163237311384, "eval_trivia_pairs_loss": 0.6520176529884338, "eval_trivia_pairs_runtime": 8.9067, "eval_trivia_pairs_samples_per_second": 14.371, "eval_trivia_pairs_steps_per_second": 0.112, "step": 110 }, { "epoch": 0.15089163237311384, "eval_gooaq_pairs_loss": 0.22620199620723724, "eval_gooaq_pairs_runtime": 2.067, "eval_gooaq_pairs_samples_per_second": 61.924, "eval_gooaq_pairs_steps_per_second": 0.484, "step": 110 }, { "epoch": 0.15089163237311384, "eval_paws-pos_loss": 0.02822125516831875, "eval_paws-pos_runtime": 1.5117, "eval_paws-pos_samples_per_second": 84.672, "eval_paws-pos_steps_per_second": 0.662, "step": 110 }, { "epoch": 0.15089163237311384, "eval_global_dataset_loss": 0.30668479204177856, "eval_global_dataset_runtime": 33.2591, "eval_global_dataset_samples_per_second": 11.546, "eval_global_dataset_steps_per_second": 0.06, "step": 110 }, { "epoch": 0.1522633744855967, "grad_norm": 4.30504846572876, "learning_rate": 0.00020109689213893968, "loss": 0.2478, "step": 111 }, { "epoch": 0.15363511659807957, "grad_norm": 6.559568881988525, "learning_rate": 0.00020292504570383914, "loss": 0.8402, "step": 112 }, { "epoch": 0.1550068587105624, "grad_norm": 5.812280654907227, "learning_rate": 0.0002047531992687386, "loss": 0.6608, "step": 113 }, { "epoch": 0.15637860082304528, "grad_norm": 2.0805885791778564, "learning_rate": 0.00020658135283363802, "loss": 0.0934, "step": 114 }, { "epoch": 0.15775034293552812, "grad_norm": 5.199294090270996, "learning_rate": 0.00020840950639853747, "loss": 0.3907, "step": 115 }, { "epoch": 0.15912208504801098, "grad_norm": 6.3685078620910645, "learning_rate": 0.00021023765996343693, "loss": 0.449, "step": 116 }, { "epoch": 0.16049382716049382, "grad_norm": 6.4199652671813965, "learning_rate": 0.00021206581352833638, "loss": 0.4041, "step": 117 }, { "epoch": 0.16186556927297668, "grad_norm": 6.015898704528809, "learning_rate": 0.00021389396709323584, "loss": 0.6749, "step": 118 }, { "epoch": 0.16323731138545952, "grad_norm": 7.721911430358887, "learning_rate": 0.0002157221206581353, "loss": 0.4847, "step": 119 }, { "epoch": 0.1646090534979424, "grad_norm": 1.8774610757827759, "learning_rate": 0.00021755027422303474, "loss": 0.0526, "step": 120 }, { "epoch": 0.16598079561042525, "grad_norm": 8.094359397888184, "learning_rate": 0.00021937842778793417, "loss": 0.6795, "step": 121 }, { "epoch": 0.1673525377229081, "grad_norm": 0.33090323209762573, "learning_rate": 0.00022120658135283365, "loss": 0.0064, "step": 122 }, { "epoch": 0.16872427983539096, "grad_norm": 7.3609418869018555, "learning_rate": 0.0002230347349177331, "loss": 0.5918, "step": 123 }, { "epoch": 0.1700960219478738, "grad_norm": 6.189216613769531, "learning_rate": 0.00022486288848263253, "loss": 0.3544, "step": 124 }, { "epoch": 0.17146776406035666, "grad_norm": 5.588890075683594, "learning_rate": 0.000226691042047532, "loss": 0.3849, "step": 125 }, { "epoch": 0.1728395061728395, "grad_norm": 3.4582345485687256, "learning_rate": 0.00022851919561243144, "loss": 0.2051, "step": 126 }, { "epoch": 0.17421124828532236, "grad_norm": 4.075862407684326, "learning_rate": 0.00023034734917733092, "loss": 0.2129, "step": 127 }, { "epoch": 0.1755829903978052, "grad_norm": 15.110091209411621, "learning_rate": 0.00023217550274223035, "loss": 2.7937, "step": 128 }, { "epoch": 0.17695473251028807, "grad_norm": 0.35791516304016113, "learning_rate": 0.0002340036563071298, "loss": 0.0166, "step": 129 }, { "epoch": 0.17832647462277093, "grad_norm": 7.5200090408325195, "learning_rate": 0.00023583180987202926, "loss": 0.7856, "step": 130 }, { "epoch": 0.17969821673525377, "grad_norm": 6.566864490509033, "learning_rate": 0.0002376599634369287, "loss": 0.8368, "step": 131 }, { "epoch": 0.18106995884773663, "grad_norm": 4.958701133728027, "learning_rate": 0.00023948811700182814, "loss": 0.3813, "step": 132 }, { "epoch": 0.18244170096021947, "grad_norm": 5.745133876800537, "learning_rate": 0.00024131627056672762, "loss": 0.5695, "step": 133 }, { "epoch": 0.18381344307270234, "grad_norm": 4.952736854553223, "learning_rate": 0.00024314442413162708, "loss": 0.351, "step": 134 }, { "epoch": 0.18518518518518517, "grad_norm": 5.733601093292236, "learning_rate": 0.0002449725776965265, "loss": 0.3821, "step": 135 }, { "epoch": 0.18655692729766804, "grad_norm": 5.019097328186035, "learning_rate": 0.00024680073126142596, "loss": 0.3249, "step": 136 }, { "epoch": 0.18792866941015088, "grad_norm": 5.300777912139893, "learning_rate": 0.0002486288848263254, "loss": 0.3404, "step": 137 }, { "epoch": 0.18930041152263374, "grad_norm": 4.518141269683838, "learning_rate": 0.00025045703839122487, "loss": 0.4535, "step": 138 }, { "epoch": 0.1906721536351166, "grad_norm": 1.0158088207244873, "learning_rate": 0.0002522851919561243, "loss": 0.0577, "step": 139 }, { "epoch": 0.19204389574759945, "grad_norm": 5.966796398162842, "learning_rate": 0.0002541133455210238, "loss": 0.7431, "step": 140 }, { "epoch": 0.1934156378600823, "grad_norm": 6.123642921447754, "learning_rate": 0.00025594149908592323, "loss": 0.6778, "step": 141 }, { "epoch": 0.19478737997256515, "grad_norm": 5.842874050140381, "learning_rate": 0.0002577696526508227, "loss": 0.5436, "step": 142 }, { "epoch": 0.19615912208504802, "grad_norm": 4.759068012237549, "learning_rate": 0.0002595978062157221, "loss": 0.3582, "step": 143 }, { "epoch": 0.19753086419753085, "grad_norm": 4.080338478088379, "learning_rate": 0.00026142595978062154, "loss": 0.316, "step": 144 }, { "epoch": 0.19890260631001372, "grad_norm": 4.1391448974609375, "learning_rate": 0.000263254113345521, "loss": 0.4446, "step": 145 }, { "epoch": 0.20027434842249658, "grad_norm": 5.856256008148193, "learning_rate": 0.0002650822669104205, "loss": 0.7792, "step": 146 }, { "epoch": 0.20164609053497942, "grad_norm": 7.747331142425537, "learning_rate": 0.00026691042047531996, "loss": 1.1147, "step": 147 }, { "epoch": 0.2030178326474623, "grad_norm": 6.825289249420166, "learning_rate": 0.0002687385740402194, "loss": 0.8267, "step": 148 }, { "epoch": 0.20438957475994513, "grad_norm": 7.336719512939453, "learning_rate": 0.00027056672760511887, "loss": 0.8149, "step": 149 }, { "epoch": 0.205761316872428, "grad_norm": 6.731626510620117, "learning_rate": 0.00027239488117001827, "loss": 0.942, "step": 150 }, { "epoch": 0.20713305898491083, "grad_norm": 10.727692604064941, "learning_rate": 0.0002742230347349177, "loss": 2.4865, "step": 151 }, { "epoch": 0.2085048010973937, "grad_norm": 8.583380699157715, "learning_rate": 0.0002760511882998172, "loss": 1.0715, "step": 152 }, { "epoch": 0.20987654320987653, "grad_norm": 6.236877918243408, "learning_rate": 0.00027787934186471663, "loss": 0.6219, "step": 153 }, { "epoch": 0.2112482853223594, "grad_norm": 6.254538536071777, "learning_rate": 0.0002797074954296161, "loss": 0.8705, "step": 154 }, { "epoch": 0.21262002743484226, "grad_norm": 3.0917959213256836, "learning_rate": 0.00028153564899451554, "loss": 0.2407, "step": 155 }, { "epoch": 0.2139917695473251, "grad_norm": 4.438024997711182, "learning_rate": 0.000283363802559415, "loss": 0.4925, "step": 156 }, { "epoch": 0.21536351165980797, "grad_norm": 0.43344631791114807, "learning_rate": 0.00028519195612431445, "loss": 0.0316, "step": 157 }, { "epoch": 0.2167352537722908, "grad_norm": 5.73934268951416, "learning_rate": 0.0002870201096892139, "loss": 0.3935, "step": 158 }, { "epoch": 0.21810699588477367, "grad_norm": 4.532804012298584, "learning_rate": 0.00028884826325411336, "loss": 0.2083, "step": 159 }, { "epoch": 0.2194787379972565, "grad_norm": 4.846848487854004, "learning_rate": 0.0002906764168190128, "loss": 0.2798, "step": 160 }, { "epoch": 0.22085048010973937, "grad_norm": 7.060863018035889, "learning_rate": 0.00029250457038391227, "loss": 0.8777, "step": 161 }, { "epoch": 0.2222222222222222, "grad_norm": 0.012754157185554504, "learning_rate": 0.0002943327239488117, "loss": 0.0002, "step": 162 }, { "epoch": 0.22359396433470508, "grad_norm": 4.094379901885986, "learning_rate": 0.0002961608775137112, "loss": 0.2736, "step": 163 }, { "epoch": 0.22496570644718794, "grad_norm": 10.741785049438477, "learning_rate": 0.0002979890310786106, "loss": 2.4185, "step": 164 }, { "epoch": 0.22633744855967078, "grad_norm": 4.820891380310059, "learning_rate": 0.00029981718464351003, "loss": 0.7767, "step": 165 }, { "epoch": 0.22770919067215364, "grad_norm": 6.423076152801514, "learning_rate": 0.0003016453382084095, "loss": 0.7971, "step": 166 }, { "epoch": 0.22908093278463648, "grad_norm": 4.492727756500244, "learning_rate": 0.00030347349177330894, "loss": 0.4535, "step": 167 }, { "epoch": 0.23045267489711935, "grad_norm": 5.301379680633545, "learning_rate": 0.00030530164533820845, "loss": 0.6654, "step": 168 }, { "epoch": 0.23182441700960219, "grad_norm": 5.155853748321533, "learning_rate": 0.0003071297989031079, "loss": 0.3985, "step": 169 }, { "epoch": 0.23319615912208505, "grad_norm": 0.4378865361213684, "learning_rate": 0.00030895795246800735, "loss": 0.0338, "step": 170 }, { "epoch": 0.2345679012345679, "grad_norm": 4.022473335266113, "learning_rate": 0.00031078610603290675, "loss": 0.1834, "step": 171 }, { "epoch": 0.23593964334705075, "grad_norm": 7.863429069519043, "learning_rate": 0.0003126142595978062, "loss": 0.603, "step": 172 }, { "epoch": 0.23731138545953362, "grad_norm": 8.951998710632324, "learning_rate": 0.00031444241316270566, "loss": 0.7871, "step": 173 }, { "epoch": 0.23868312757201646, "grad_norm": 6.265102386474609, "learning_rate": 0.0003162705667276051, "loss": 0.4304, "step": 174 }, { "epoch": 0.24005486968449932, "grad_norm": 6.6486005783081055, "learning_rate": 0.00031809872029250457, "loss": 0.649, "step": 175 }, { "epoch": 0.24142661179698216, "grad_norm": 0.47100114822387695, "learning_rate": 0.000319926873857404, "loss": 0.048, "step": 176 }, { "epoch": 0.24279835390946503, "grad_norm": 4.884115695953369, "learning_rate": 0.0003217550274223035, "loss": 0.4079, "step": 177 }, { "epoch": 0.24417009602194786, "grad_norm": 4.508667469024658, "learning_rate": 0.0003235831809872029, "loss": 0.4627, "step": 178 }, { "epoch": 0.24554183813443073, "grad_norm": 3.22367262840271, "learning_rate": 0.0003254113345521024, "loss": 0.3703, "step": 179 }, { "epoch": 0.24691358024691357, "grad_norm": 7.695303916931152, "learning_rate": 0.00032723948811700184, "loss": 0.8343, "step": 180 }, { "epoch": 0.24828532235939643, "grad_norm": 7.249318599700928, "learning_rate": 0.0003290676416819013, "loss": 0.692, "step": 181 }, { "epoch": 0.2496570644718793, "grad_norm": 11.686202049255371, "learning_rate": 0.00033089579524680075, "loss": 2.7071, "step": 182 }, { "epoch": 0.25102880658436216, "grad_norm": 6.061092376708984, "learning_rate": 0.0003327239488117002, "loss": 0.8451, "step": 183 }, { "epoch": 0.252400548696845, "grad_norm": 5.932607650756836, "learning_rate": 0.00033455210237659966, "loss": 0.635, "step": 184 }, { "epoch": 0.25377229080932784, "grad_norm": 3.491114616394043, "learning_rate": 0.00033638025594149906, "loss": 0.312, "step": 185 }, { "epoch": 0.2551440329218107, "grad_norm": 6.4914164543151855, "learning_rate": 0.0003382084095063985, "loss": 0.6996, "step": 186 }, { "epoch": 0.25651577503429357, "grad_norm": 6.15857458114624, "learning_rate": 0.00034003656307129797, "loss": 0.4432, "step": 187 }, { "epoch": 0.2578875171467764, "grad_norm": 4.767185211181641, "learning_rate": 0.0003418647166361974, "loss": 0.375, "step": 188 }, { "epoch": 0.25925925925925924, "grad_norm": 7.944342613220215, "learning_rate": 0.00034369287020109693, "loss": 0.9366, "step": 189 }, { "epoch": 0.2606310013717421, "grad_norm": 6.573953628540039, "learning_rate": 0.0003455210237659964, "loss": 0.755, "step": 190 }, { "epoch": 0.262002743484225, "grad_norm": 4.173367023468018, "learning_rate": 0.00034734917733089584, "loss": 0.6068, "step": 191 }, { "epoch": 0.26337448559670784, "grad_norm": 5.26171875, "learning_rate": 0.00034917733089579524, "loss": 0.5336, "step": 192 }, { "epoch": 0.26474622770919065, "grad_norm": 6.669304370880127, "learning_rate": 0.0003510054844606947, "loss": 0.8783, "step": 193 }, { "epoch": 0.2661179698216735, "grad_norm": 4.4192938804626465, "learning_rate": 0.00035283363802559415, "loss": 0.3576, "step": 194 }, { "epoch": 0.2674897119341564, "grad_norm": 10.117819786071777, "learning_rate": 0.0003546617915904936, "loss": 2.1854, "step": 195 }, { "epoch": 0.26886145404663925, "grad_norm": 5.256247520446777, "learning_rate": 0.00035648994515539306, "loss": 0.7835, "step": 196 }, { "epoch": 0.27023319615912206, "grad_norm": 5.784887313842773, "learning_rate": 0.0003583180987202925, "loss": 0.5668, "step": 197 }, { "epoch": 0.2716049382716049, "grad_norm": 4.977567672729492, "learning_rate": 0.00036014625228519197, "loss": 0.7033, "step": 198 }, { "epoch": 0.2729766803840878, "grad_norm": 0.011424711905419827, "learning_rate": 0.00036197440585009137, "loss": 0.0002, "step": 199 }, { "epoch": 0.27434842249657065, "grad_norm": 5.805008411407471, "learning_rate": 0.0003638025594149909, "loss": 0.5791, "step": 200 }, { "epoch": 0.2757201646090535, "grad_norm": 3.8826043605804443, "learning_rate": 0.00036563071297989033, "loss": 0.2697, "step": 201 }, { "epoch": 0.27709190672153633, "grad_norm": 6.563521385192871, "learning_rate": 0.0003674588665447898, "loss": 0.6261, "step": 202 }, { "epoch": 0.2784636488340192, "grad_norm": 4.584529399871826, "learning_rate": 0.00036928702010968924, "loss": 0.3253, "step": 203 }, { "epoch": 0.27983539094650206, "grad_norm": 6.636009216308594, "learning_rate": 0.0003711151736745887, "loss": 0.8323, "step": 204 }, { "epoch": 0.2812071330589849, "grad_norm": 5.0911359786987305, "learning_rate": 0.00037294332723948815, "loss": 0.4472, "step": 205 }, { "epoch": 0.2825788751714678, "grad_norm": 3.9219255447387695, "learning_rate": 0.00037477148080438755, "loss": 0.3342, "step": 206 }, { "epoch": 0.2839506172839506, "grad_norm": 5.114777565002441, "learning_rate": 0.000376599634369287, "loss": 0.6313, "step": 207 }, { "epoch": 0.28532235939643347, "grad_norm": 0.3298715353012085, "learning_rate": 0.00037842778793418646, "loss": 0.059, "step": 208 }, { "epoch": 0.28669410150891633, "grad_norm": 1.5965046882629395, "learning_rate": 0.0003802559414990859, "loss": 0.1195, "step": 209 }, { "epoch": 0.2880658436213992, "grad_norm": 0.39121323823928833, "learning_rate": 0.00038208409506398537, "loss": 0.0296, "step": 210 }, { "epoch": 0.289437585733882, "grad_norm": 4.317224025726318, "learning_rate": 0.0003839122486288849, "loss": 0.5316, "step": 211 }, { "epoch": 0.2908093278463649, "grad_norm": 4.000308036804199, "learning_rate": 0.00038574040219378433, "loss": 0.5201, "step": 212 }, { "epoch": 0.29218106995884774, "grad_norm": 6.2192301750183105, "learning_rate": 0.00038756855575868373, "loss": 0.6602, "step": 213 }, { "epoch": 0.2935528120713306, "grad_norm": 6.702320098876953, "learning_rate": 0.0003893967093235832, "loss": 0.9578, "step": 214 }, { "epoch": 0.29492455418381347, "grad_norm": 3.9136242866516113, "learning_rate": 0.00039122486288848264, "loss": 0.2089, "step": 215 }, { "epoch": 0.2962962962962963, "grad_norm": 6.901303768157959, "learning_rate": 0.0003930530164533821, "loss": 1.2112, "step": 216 }, { "epoch": 0.29766803840877915, "grad_norm": 4.04884672164917, "learning_rate": 0.00039488117001828155, "loss": 0.3294, "step": 217 }, { "epoch": 0.299039780521262, "grad_norm": 5.46201753616333, "learning_rate": 0.000396709323583181, "loss": 0.867, "step": 218 }, { "epoch": 0.3004115226337449, "grad_norm": 5.559458255767822, "learning_rate": 0.00039853747714808046, "loss": 1.1745, "step": 219 }, { "epoch": 0.3017832647462277, "grad_norm": 4.930731296539307, "learning_rate": 0.00040036563071297986, "loss": 0.7287, "step": 220 }, { "epoch": 0.3017832647462277, "eval_Qnli-dev_cosine_accuracy": 0.736328125, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8059661388397217, "eval_Qnli-dev_cosine_ap": 0.7693397822540732, "eval_Qnli-dev_cosine_f1": 0.720136518771331, "eval_Qnli-dev_cosine_f1_threshold": 0.7346209287643433, "eval_Qnli-dev_cosine_precision": 0.6028571428571429, "eval_Qnli-dev_cosine_recall": 0.8940677966101694, "eval_allNLI-dev_cosine_accuracy": 0.751953125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.8584632873535156, "eval_allNLI-dev_cosine_ap": 0.6542482370347211, "eval_allNLI-dev_cosine_f1": 0.6681127982646421, "eval_allNLI-dev_cosine_f1_threshold": 0.7551147937774658, "eval_allNLI-dev_cosine_precision": 0.5347222222222222, "eval_allNLI-dev_cosine_recall": 0.8901734104046243, "eval_sequential_score": 0.7693397822540732, "eval_sts-test_pearson_cosine": 0.8635423204589071, "eval_sts-test_spearman_cosine": 0.8907274956890058, "eval_vitaminc-pairs_loss": 2.5131773948669434, "eval_vitaminc-pairs_runtime": 14.3452, "eval_vitaminc-pairs_samples_per_second": 8.923, "eval_vitaminc-pairs_steps_per_second": 0.07, "step": 220 }, { "epoch": 0.3017832647462277, "eval_negation-triplets_loss": 1.5992437601089478, "eval_negation-triplets_runtime": 1.1695, "eval_negation-triplets_samples_per_second": 109.451, "eval_negation-triplets_steps_per_second": 0.855, "step": 220 }, { "epoch": 0.3017832647462277, "eval_scitail-pairs-pos_loss": 0.12100159376859665, "eval_scitail-pairs-pos_runtime": 1.5843, "eval_scitail-pairs-pos_samples_per_second": 80.791, "eval_scitail-pairs-pos_steps_per_second": 0.631, "step": 220 }, { "epoch": 0.3017832647462277, "eval_scitail-pairs-qa_loss": 0.029047677293419838, "eval_scitail-pairs-qa_runtime": 1.2089, "eval_scitail-pairs-qa_samples_per_second": 105.881, "eval_scitail-pairs-qa_steps_per_second": 0.827, "step": 220 }, { "epoch": 0.3017832647462277, "eval_xsum-pairs_loss": 0.6063941717147827, "eval_xsum-pairs_runtime": 6.3291, "eval_xsum-pairs_samples_per_second": 20.224, "eval_xsum-pairs_steps_per_second": 0.158, "step": 220 }, { "epoch": 0.3017832647462277, "eval_sciq_pairs_loss": 0.05205194652080536, "eval_sciq_pairs_runtime": 8.8533, "eval_sciq_pairs_samples_per_second": 14.458, "eval_sciq_pairs_steps_per_second": 0.113, "step": 220 }, { "epoch": 0.3017832647462277, "eval_qasc_pairs_loss": 0.7244825959205627, "eval_qasc_pairs_runtime": 1.3845, "eval_qasc_pairs_samples_per_second": 92.449, "eval_qasc_pairs_steps_per_second": 0.722, "step": 220 }, { "epoch": 0.3017832647462277, "eval_openbookqa_pairs_loss": 1.4260488748550415, "eval_openbookqa_pairs_runtime": 1.1784, "eval_openbookqa_pairs_samples_per_second": 108.623, "eval_openbookqa_pairs_steps_per_second": 0.849, "step": 220 }, { "epoch": 0.3017832647462277, "eval_nq_pairs_loss": 0.7104523777961731, "eval_nq_pairs_runtime": 7.8911, "eval_nq_pairs_samples_per_second": 16.221, "eval_nq_pairs_steps_per_second": 0.127, "step": 220 }, { "epoch": 0.3017832647462277, "eval_trivia_pairs_loss": 0.8537120223045349, "eval_trivia_pairs_runtime": 8.9305, "eval_trivia_pairs_samples_per_second": 14.333, "eval_trivia_pairs_steps_per_second": 0.112, "step": 220 }, { "epoch": 0.3017832647462277, "eval_gooaq_pairs_loss": 0.5029886960983276, "eval_gooaq_pairs_runtime": 2.0675, "eval_gooaq_pairs_samples_per_second": 61.91, "eval_gooaq_pairs_steps_per_second": 0.484, "step": 220 }, { "epoch": 0.3017832647462277, "eval_paws-pos_loss": 0.03150199353694916, "eval_paws-pos_runtime": 1.5078, "eval_paws-pos_samples_per_second": 84.892, "eval_paws-pos_steps_per_second": 0.663, "step": 220 }, { "epoch": 0.3017832647462277, "eval_global_dataset_loss": 0.18923546373844147, "eval_global_dataset_runtime": 33.3421, "eval_global_dataset_samples_per_second": 11.517, "eval_global_dataset_steps_per_second": 0.06, "step": 220 }, { "epoch": 0.30315500685871055, "grad_norm": 3.582907199859619, "learning_rate": 0.00040219378427787936, "loss": 0.5484, "step": 221 }, { "epoch": 0.3045267489711934, "grad_norm": 4.960206031799316, "learning_rate": 0.0004040219378427788, "loss": 0.9396, "step": 222 }, { "epoch": 0.3058984910836763, "grad_norm": 4.219746112823486, "learning_rate": 0.0004058500914076783, "loss": 0.4335, "step": 223 }, { "epoch": 0.30727023319615915, "grad_norm": 6.449894428253174, "learning_rate": 0.00040767824497257773, "loss": 0.9026, "step": 224 }, { "epoch": 0.30864197530864196, "grad_norm": 6.239223003387451, "learning_rate": 0.0004095063985374772, "loss": 0.7214, "step": 225 }, { "epoch": 0.3100137174211248, "grad_norm": 4.418921947479248, "learning_rate": 0.00041133455210237664, "loss": 0.4794, "step": 226 }, { "epoch": 0.3113854595336077, "grad_norm": 0.012527555227279663, "learning_rate": 0.00041316270566727604, "loss": 0.0003, "step": 227 }, { "epoch": 0.31275720164609055, "grad_norm": 2.672603130340576, "learning_rate": 0.0004149908592321755, "loss": 0.3003, "step": 228 }, { "epoch": 0.31412894375857336, "grad_norm": 4.433743476867676, "learning_rate": 0.00041681901279707495, "loss": 0.4667, "step": 229 }, { "epoch": 0.31550068587105623, "grad_norm": 4.458980083465576, "learning_rate": 0.0004186471663619744, "loss": 0.5006, "step": 230 }, { "epoch": 0.3168724279835391, "grad_norm": 5.0898237228393555, "learning_rate": 0.00042047531992687385, "loss": 0.5555, "step": 231 }, { "epoch": 0.31824417009602196, "grad_norm": 4.338139533996582, "learning_rate": 0.00042230347349177336, "loss": 0.4437, "step": 232 }, { "epoch": 0.3196159122085048, "grad_norm": 5.023694038391113, "learning_rate": 0.00042413162705667276, "loss": 0.8813, "step": 233 }, { "epoch": 0.32098765432098764, "grad_norm": 6.410233497619629, "learning_rate": 0.0004259597806215722, "loss": 1.1836, "step": 234 }, { "epoch": 0.3223593964334705, "grad_norm": 3.8459813594818115, "learning_rate": 0.00042778793418647167, "loss": 0.3176, "step": 235 }, { "epoch": 0.32373113854595337, "grad_norm": 5.539570331573486, "learning_rate": 0.0004296160877513711, "loss": 0.6248, "step": 236 }, { "epoch": 0.32510288065843623, "grad_norm": 3.5191774368286133, "learning_rate": 0.0004314442413162706, "loss": 0.3623, "step": 237 }, { "epoch": 0.32647462277091904, "grad_norm": 3.2997043132781982, "learning_rate": 0.00043327239488117003, "loss": 0.3205, "step": 238 }, { "epoch": 0.3278463648834019, "grad_norm": 3.9236536026000977, "learning_rate": 0.0004351005484460695, "loss": 0.439, "step": 239 }, { "epoch": 0.3292181069958848, "grad_norm": 3.9750499725341797, "learning_rate": 0.0004369287020109689, "loss": 0.653, "step": 240 }, { "epoch": 0.33058984910836764, "grad_norm": 4.344120502471924, "learning_rate": 0.00043875685557586834, "loss": 0.5743, "step": 241 }, { "epoch": 0.3319615912208505, "grad_norm": 3.2905893325805664, "learning_rate": 0.0004405850091407678, "loss": 0.5844, "step": 242 }, { "epoch": 0.3333333333333333, "grad_norm": 5.996461391448975, "learning_rate": 0.0004424131627056673, "loss": 0.9451, "step": 243 }, { "epoch": 0.3347050754458162, "grad_norm": 4.085718631744385, "learning_rate": 0.00044424131627056676, "loss": 0.7071, "step": 244 }, { "epoch": 0.33607681755829905, "grad_norm": 0.26297450065612793, "learning_rate": 0.0004460694698354662, "loss": 0.0226, "step": 245 }, { "epoch": 0.3374485596707819, "grad_norm": 5.191401481628418, "learning_rate": 0.00044789762340036567, "loss": 1.0585, "step": 246 }, { "epoch": 0.3388203017832647, "grad_norm": 5.426116466522217, "learning_rate": 0.00044972577696526507, "loss": 1.0764, "step": 247 }, { "epoch": 0.3401920438957476, "grad_norm": 0.17406082153320312, "learning_rate": 0.0004515539305301645, "loss": 0.0289, "step": 248 }, { "epoch": 0.34156378600823045, "grad_norm": 4.900349140167236, "learning_rate": 0.000453382084095064, "loss": 0.5588, "step": 249 }, { "epoch": 0.3429355281207133, "grad_norm": 5.373581409454346, "learning_rate": 0.00045521023765996343, "loss": 0.7509, "step": 250 }, { "epoch": 0.3443072702331962, "grad_norm": 5.4629106521606445, "learning_rate": 0.0004570383912248629, "loss": 0.8388, "step": 251 }, { "epoch": 0.345679012345679, "grad_norm": 4.140360355377197, "learning_rate": 0.00045886654478976234, "loss": 0.5444, "step": 252 }, { "epoch": 0.34705075445816186, "grad_norm": 5.176646709442139, "learning_rate": 0.00046069469835466185, "loss": 1.2432, "step": 253 }, { "epoch": 0.3484224965706447, "grad_norm": 5.172772407531738, "learning_rate": 0.00046252285191956125, "loss": 0.8329, "step": 254 }, { "epoch": 0.3497942386831276, "grad_norm": 4.968120574951172, "learning_rate": 0.0004643510054844607, "loss": 0.7158, "step": 255 }, { "epoch": 0.3511659807956104, "grad_norm": 5.91867208480835, "learning_rate": 0.00046617915904936016, "loss": 0.935, "step": 256 }, { "epoch": 0.35253772290809327, "grad_norm": 6.223313808441162, "learning_rate": 0.0004680073126142596, "loss": 0.8777, "step": 257 }, { "epoch": 0.35390946502057613, "grad_norm": 11.474114418029785, "learning_rate": 0.00046983546617915907, "loss": 3.1178, "step": 258 }, { "epoch": 0.355281207133059, "grad_norm": 6.462806701660156, "learning_rate": 0.0004716636197440585, "loss": 0.9418, "step": 259 }, { "epoch": 0.35665294924554186, "grad_norm": 5.5286173820495605, "learning_rate": 0.000473491773308958, "loss": 0.6252, "step": 260 }, { "epoch": 0.35802469135802467, "grad_norm": 8.872392654418945, "learning_rate": 0.0004753199268738574, "loss": 2.9074, "step": 261 }, { "epoch": 0.35939643347050754, "grad_norm": 2.4954137802124023, "learning_rate": 0.00047714808043875683, "loss": 0.303, "step": 262 }, { "epoch": 0.3607681755829904, "grad_norm": 3.22896671295166, "learning_rate": 0.0004789762340036563, "loss": 0.7146, "step": 263 }, { "epoch": 0.36213991769547327, "grad_norm": 4.280979156494141, "learning_rate": 0.0004808043875685558, "loss": 0.6848, "step": 264 }, { "epoch": 0.3635116598079561, "grad_norm": 3.9235236644744873, "learning_rate": 0.00048263254113345525, "loss": 0.47, "step": 265 }, { "epoch": 0.36488340192043894, "grad_norm": 3.460500717163086, "learning_rate": 0.0004844606946983547, "loss": 0.5762, "step": 266 }, { "epoch": 0.3662551440329218, "grad_norm": 11.026795387268066, "learning_rate": 0.00048628884826325416, "loss": 3.3872, "step": 267 }, { "epoch": 0.3676268861454047, "grad_norm": 3.2708449363708496, "learning_rate": 0.00048811700182815356, "loss": 0.4195, "step": 268 }, { "epoch": 0.36899862825788754, "grad_norm": 5.177340030670166, "learning_rate": 0.000489945155393053, "loss": 1.2292, "step": 269 }, { "epoch": 0.37037037037037035, "grad_norm": 5.413723945617676, "learning_rate": 0.0004917733089579525, "loss": 1.1249, "step": 270 }, { "epoch": 0.3717421124828532, "grad_norm": 4.922053337097168, "learning_rate": 0.0004936014625228519, "loss": 1.0863, "step": 271 }, { "epoch": 0.3731138545953361, "grad_norm": 4.433996677398682, "learning_rate": 0.0004954296160877514, "loss": 0.9361, "step": 272 }, { "epoch": 0.37448559670781895, "grad_norm": 5.205246448516846, "learning_rate": 0.0004972577696526508, "loss": 0.7965, "step": 273 }, { "epoch": 0.37585733882030176, "grad_norm": 4.139344215393066, "learning_rate": 0.0004990859232175503, "loss": 0.7914, "step": 274 }, { "epoch": 0.3772290809327846, "grad_norm": 0.1397838592529297, "learning_rate": 0.0005009140767824497, "loss": 0.0027, "step": 275 }, { "epoch": 0.3786008230452675, "grad_norm": 3.3880808353424072, "learning_rate": 0.0005027422303473492, "loss": 0.6585, "step": 276 }, { "epoch": 0.37997256515775035, "grad_norm": 4.524999141693115, "learning_rate": 0.0005045703839122486, "loss": 0.5388, "step": 277 }, { "epoch": 0.3813443072702332, "grad_norm": 6.445588111877441, "learning_rate": 0.000506398537477148, "loss": 1.238, "step": 278 }, { "epoch": 0.38271604938271603, "grad_norm": 2.8341169357299805, "learning_rate": 0.0005082266910420476, "loss": 0.3782, "step": 279 }, { "epoch": 0.3840877914951989, "grad_norm": 5.0054240226745605, "learning_rate": 0.0005100548446069469, "loss": 1.1769, "step": 280 }, { "epoch": 0.38545953360768176, "grad_norm": 3.6371870040893555, "learning_rate": 0.0005118829981718465, "loss": 0.4808, "step": 281 }, { "epoch": 0.3868312757201646, "grad_norm": 8.928922653198242, "learning_rate": 0.0005137111517367459, "loss": 3.2104, "step": 282 }, { "epoch": 0.38820301783264743, "grad_norm": 2.7686235904693604, "learning_rate": 0.0005155393053016454, "loss": 0.3027, "step": 283 }, { "epoch": 0.3895747599451303, "grad_norm": 1.498235821723938, "learning_rate": 0.0005173674588665448, "loss": 0.1422, "step": 284 }, { "epoch": 0.39094650205761317, "grad_norm": 3.578543186187744, "learning_rate": 0.0005191956124314442, "loss": 0.6059, "step": 285 }, { "epoch": 0.39231824417009603, "grad_norm": 2.900531053543091, "learning_rate": 0.0005210237659963437, "loss": 0.3491, "step": 286 }, { "epoch": 0.3936899862825789, "grad_norm": 5.693866729736328, "learning_rate": 0.0005228519195612431, "loss": 1.1603, "step": 287 }, { "epoch": 0.3950617283950617, "grad_norm": 3.7944750785827637, "learning_rate": 0.0005246800731261426, "loss": 0.5784, "step": 288 }, { "epoch": 0.39643347050754457, "grad_norm": 4.433256149291992, "learning_rate": 0.000526508226691042, "loss": 0.6532, "step": 289 }, { "epoch": 0.39780521262002744, "grad_norm": 3.986520290374756, "learning_rate": 0.0005283363802559416, "loss": 0.5613, "step": 290 }, { "epoch": 0.3991769547325103, "grad_norm": 4.399818420410156, "learning_rate": 0.000530164533820841, "loss": 0.8469, "step": 291 }, { "epoch": 0.40054869684499317, "grad_norm": 3.0586366653442383, "learning_rate": 0.0005319926873857404, "loss": 0.4484, "step": 292 }, { "epoch": 0.401920438957476, "grad_norm": 0.10376634448766708, "learning_rate": 0.0005338208409506399, "loss": 0.0034, "step": 293 }, { "epoch": 0.40329218106995884, "grad_norm": 8.303990364074707, "learning_rate": 0.0005356489945155393, "loss": 3.0798, "step": 294 }, { "epoch": 0.4046639231824417, "grad_norm": 4.507086277008057, "learning_rate": 0.0005374771480804388, "loss": 0.8632, "step": 295 }, { "epoch": 0.4060356652949246, "grad_norm": 5.233419895172119, "learning_rate": 0.0005393053016453382, "loss": 1.2788, "step": 296 }, { "epoch": 0.4074074074074074, "grad_norm": 4.281100273132324, "learning_rate": 0.0005411334552102377, "loss": 1.2439, "step": 297 }, { "epoch": 0.40877914951989025, "grad_norm": 1.219199299812317, "learning_rate": 0.0005429616087751371, "loss": 0.1067, "step": 298 }, { "epoch": 0.4101508916323731, "grad_norm": 3.0503711700439453, "learning_rate": 0.0005447897623400365, "loss": 0.4197, "step": 299 }, { "epoch": 0.411522633744856, "grad_norm": 3.5557351112365723, "learning_rate": 0.000546617915904936, "loss": 0.56, "step": 300 }, { "epoch": 0.41289437585733885, "grad_norm": 4.1112470626831055, "learning_rate": 0.0005484460694698354, "loss": 0.7235, "step": 301 }, { "epoch": 0.41426611796982166, "grad_norm": 2.915947675704956, "learning_rate": 0.000550274223034735, "loss": 0.3506, "step": 302 }, { "epoch": 0.4156378600823045, "grad_norm": 4.125770568847656, "learning_rate": 0.0005521023765996344, "loss": 0.6808, "step": 303 }, { "epoch": 0.4170096021947874, "grad_norm": 5.084654808044434, "learning_rate": 0.0005539305301645339, "loss": 0.9406, "step": 304 }, { "epoch": 0.41838134430727025, "grad_norm": 4.542891025543213, "learning_rate": 0.0005557586837294333, "loss": 0.6707, "step": 305 }, { "epoch": 0.41975308641975306, "grad_norm": 4.285159587860107, "learning_rate": 0.0005575868372943327, "loss": 1.0718, "step": 306 }, { "epoch": 0.42112482853223593, "grad_norm": 5.053350925445557, "learning_rate": 0.0005594149908592322, "loss": 0.9847, "step": 307 }, { "epoch": 0.4224965706447188, "grad_norm": 1.4923471212387085, "learning_rate": 0.0005612431444241316, "loss": 0.122, "step": 308 }, { "epoch": 0.42386831275720166, "grad_norm": 4.332481384277344, "learning_rate": 0.0005630712979890311, "loss": 0.8221, "step": 309 }, { "epoch": 0.4252400548696845, "grad_norm": 4.23899507522583, "learning_rate": 0.0005648994515539305, "loss": 0.9891, "step": 310 }, { "epoch": 0.42661179698216734, "grad_norm": 4.370994567871094, "learning_rate": 0.00056672760511883, "loss": 0.926, "step": 311 }, { "epoch": 0.4279835390946502, "grad_norm": 0.23886460065841675, "learning_rate": 0.0005685557586837294, "loss": 0.0151, "step": 312 }, { "epoch": 0.42935528120713307, "grad_norm": 7.701839447021484, "learning_rate": 0.0005703839122486289, "loss": 2.8429, "step": 313 }, { "epoch": 0.43072702331961593, "grad_norm": 4.738073825836182, "learning_rate": 0.0005722120658135283, "loss": 0.9917, "step": 314 }, { "epoch": 0.43209876543209874, "grad_norm": 3.7907347679138184, "learning_rate": 0.0005740402193784278, "loss": 0.9199, "step": 315 }, { "epoch": 0.4334705075445816, "grad_norm": 2.7892837524414062, "learning_rate": 0.0005758683729433273, "loss": 0.3931, "step": 316 }, { "epoch": 0.4348422496570645, "grad_norm": 3.414641857147217, "learning_rate": 0.0005776965265082267, "loss": 0.7119, "step": 317 }, { "epoch": 0.43621399176954734, "grad_norm": 0.023860761895775795, "learning_rate": 0.0005795246800731262, "loss": 0.0008, "step": 318 }, { "epoch": 0.4375857338820302, "grad_norm": 3.0215470790863037, "learning_rate": 0.0005813528336380256, "loss": 0.4985, "step": 319 }, { "epoch": 0.438957475994513, "grad_norm": 3.1884336471557617, "learning_rate": 0.000583180987202925, "loss": 0.7732, "step": 320 }, { "epoch": 0.4403292181069959, "grad_norm": 3.4848649501800537, "learning_rate": 0.0005850091407678245, "loss": 0.7515, "step": 321 }, { "epoch": 0.44170096021947874, "grad_norm": 0.9857578873634338, "learning_rate": 0.0005868372943327239, "loss": 0.0885, "step": 322 }, { "epoch": 0.4430727023319616, "grad_norm": 4.590999126434326, "learning_rate": 0.0005886654478976234, "loss": 1.1677, "step": 323 }, { "epoch": 0.4444444444444444, "grad_norm": 4.161310195922852, "learning_rate": 0.0005904936014625229, "loss": 0.7439, "step": 324 }, { "epoch": 0.4458161865569273, "grad_norm": 4.842323303222656, "learning_rate": 0.0005923217550274223, "loss": 1.3473, "step": 325 }, { "epoch": 0.44718792866941015, "grad_norm": 3.332562208175659, "learning_rate": 0.0005941499085923218, "loss": 0.7273, "step": 326 }, { "epoch": 0.448559670781893, "grad_norm": 4.295160293579102, "learning_rate": 0.0005959780621572211, "loss": 0.843, "step": 327 }, { "epoch": 0.4499314128943759, "grad_norm": 3.641636848449707, "learning_rate": 0.0005978062157221207, "loss": 0.7881, "step": 328 }, { "epoch": 0.4513031550068587, "grad_norm": 2.767233371734619, "learning_rate": 0.0005996343692870201, "loss": 0.5319, "step": 329 }, { "epoch": 0.45267489711934156, "grad_norm": 2.925886869430542, "learning_rate": 0.0006014625228519196, "loss": 0.4826, "step": 330 }, { "epoch": 0.45267489711934156, "eval_Qnli-dev_cosine_accuracy": 0.708984375, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8169091939926147, "eval_Qnli-dev_cosine_ap": 0.7472481805376167, "eval_Qnli-dev_cosine_f1": 0.7189781021897811, "eval_Qnli-dev_cosine_f1_threshold": 0.7571755051612854, "eval_Qnli-dev_cosine_precision": 0.6314102564102564, "eval_Qnli-dev_cosine_recall": 0.8347457627118644, "eval_allNLI-dev_cosine_accuracy": 0.748046875, "eval_allNLI-dev_cosine_accuracy_threshold": 0.8621972799301147, "eval_allNLI-dev_cosine_ap": 0.6527104471447597, "eval_allNLI-dev_cosine_f1": 0.6606334841628959, "eval_allNLI-dev_cosine_f1_threshold": 0.7864561080932617, "eval_allNLI-dev_cosine_precision": 0.5427509293680297, "eval_allNLI-dev_cosine_recall": 0.8439306358381503, "eval_sequential_score": 0.7472481805376167, "eval_sts-test_pearson_cosine": 0.8465015878560311, "eval_sts-test_spearman_cosine": 0.8833058569973334, "eval_vitaminc-pairs_loss": 2.5387091636657715, "eval_vitaminc-pairs_runtime": 14.3065, "eval_vitaminc-pairs_samples_per_second": 8.947, "eval_vitaminc-pairs_steps_per_second": 0.07, "step": 330 }, { "epoch": 0.45267489711934156, "eval_negation-triplets_loss": 1.8608626127243042, "eval_negation-triplets_runtime": 1.1519, "eval_negation-triplets_samples_per_second": 111.119, "eval_negation-triplets_steps_per_second": 0.868, "step": 330 }, { "epoch": 0.45267489711934156, "eval_scitail-pairs-pos_loss": 0.07322188466787338, "eval_scitail-pairs-pos_runtime": 1.5539, "eval_scitail-pairs-pos_samples_per_second": 82.372, "eval_scitail-pairs-pos_steps_per_second": 0.644, "step": 330 }, { "epoch": 0.45267489711934156, "eval_scitail-pairs-qa_loss": 0.026681702584028244, "eval_scitail-pairs-qa_runtime": 1.2098, "eval_scitail-pairs-qa_samples_per_second": 105.799, "eval_scitail-pairs-qa_steps_per_second": 0.827, "step": 330 }, { "epoch": 0.45267489711934156, "eval_xsum-pairs_loss": 0.6542444825172424, "eval_xsum-pairs_runtime": 6.2906, "eval_xsum-pairs_samples_per_second": 20.348, "eval_xsum-pairs_steps_per_second": 0.159, "step": 330 }, { "epoch": 0.45267489711934156, "eval_sciq_pairs_loss": 0.06421030312776566, "eval_sciq_pairs_runtime": 8.8514, "eval_sciq_pairs_samples_per_second": 14.461, "eval_sciq_pairs_steps_per_second": 0.113, "step": 330 }, { "epoch": 0.45267489711934156, "eval_qasc_pairs_loss": 0.8813464641571045, "eval_qasc_pairs_runtime": 1.3875, "eval_qasc_pairs_samples_per_second": 92.249, "eval_qasc_pairs_steps_per_second": 0.721, "step": 330 }, { "epoch": 0.45267489711934156, "eval_openbookqa_pairs_loss": 1.4074363708496094, "eval_openbookqa_pairs_runtime": 1.1826, "eval_openbookqa_pairs_samples_per_second": 108.237, "eval_openbookqa_pairs_steps_per_second": 0.846, "step": 330 }, { "epoch": 0.45267489711934156, "eval_nq_pairs_loss": 0.62897789478302, "eval_nq_pairs_runtime": 7.8684, "eval_nq_pairs_samples_per_second": 16.268, "eval_nq_pairs_steps_per_second": 0.127, "step": 330 }, { "epoch": 0.45267489711934156, "eval_trivia_pairs_loss": 1.084182620048523, "eval_trivia_pairs_runtime": 8.9262, "eval_trivia_pairs_samples_per_second": 14.34, "eval_trivia_pairs_steps_per_second": 0.112, "step": 330 }, { "epoch": 0.45267489711934156, "eval_gooaq_pairs_loss": 0.6594768762588501, "eval_gooaq_pairs_runtime": 2.0651, "eval_gooaq_pairs_samples_per_second": 61.982, "eval_gooaq_pairs_steps_per_second": 0.484, "step": 330 }, { "epoch": 0.45267489711934156, "eval_paws-pos_loss": 0.03268549218773842, "eval_paws-pos_runtime": 1.5103, "eval_paws-pos_samples_per_second": 84.754, "eval_paws-pos_steps_per_second": 0.662, "step": 330 }, { "epoch": 0.45267489711934156, "eval_global_dataset_loss": 0.21171291172504425, "eval_global_dataset_runtime": 33.2988, "eval_global_dataset_samples_per_second": 11.532, "eval_global_dataset_steps_per_second": 0.06, "step": 330 }, { "epoch": 0.4540466392318244, "grad_norm": 2.6243412494659424, "learning_rate": 0.000603290676416819, "loss": 0.6096, "step": 331 }, { "epoch": 0.4554183813443073, "grad_norm": 2.776013135910034, "learning_rate": 0.0006051188299817185, "loss": 0.3687, "step": 332 }, { "epoch": 0.4567901234567901, "grad_norm": 4.418542385101318, "learning_rate": 0.0006069469835466179, "loss": 0.9713, "step": 333 }, { "epoch": 0.45816186556927296, "grad_norm": 5.112300872802734, "learning_rate": 0.0006087751371115173, "loss": 1.3203, "step": 334 }, { "epoch": 0.45953360768175583, "grad_norm": 2.1659023761749268, "learning_rate": 0.0006106032906764169, "loss": 0.3443, "step": 335 }, { "epoch": 0.4609053497942387, "grad_norm": 4.783431529998779, "learning_rate": 0.0006124314442413162, "loss": 1.4592, "step": 336 }, { "epoch": 0.46227709190672156, "grad_norm": 3.507357597351074, "learning_rate": 0.0006142595978062158, "loss": 0.8, "step": 337 }, { "epoch": 0.46364883401920437, "grad_norm": 3.118370771408081, "learning_rate": 0.0006160877513711151, "loss": 0.5481, "step": 338 }, { "epoch": 0.46502057613168724, "grad_norm": 4.21981143951416, "learning_rate": 0.0006179159049360147, "loss": 1.4286, "step": 339 }, { "epoch": 0.4663923182441701, "grad_norm": 2.675670862197876, "learning_rate": 0.0006197440585009141, "loss": 0.4012, "step": 340 }, { "epoch": 0.46776406035665297, "grad_norm": 1.6964771747589111, "learning_rate": 0.0006215722120658135, "loss": 0.1474, "step": 341 }, { "epoch": 0.4691358024691358, "grad_norm": 4.83234167098999, "learning_rate": 0.000623400365630713, "loss": 1.2755, "step": 342 }, { "epoch": 0.47050754458161864, "grad_norm": 2.7494046688079834, "learning_rate": 0.0006252285191956124, "loss": 0.4935, "step": 343 }, { "epoch": 0.4718792866941015, "grad_norm": 4.708520412445068, "learning_rate": 0.0006270566727605119, "loss": 1.0101, "step": 344 }, { "epoch": 0.4732510288065844, "grad_norm": 2.6878857612609863, "learning_rate": 0.0006288848263254113, "loss": 0.4529, "step": 345 }, { "epoch": 0.47462277091906724, "grad_norm": 2.571988105773926, "learning_rate": 0.0006307129798903109, "loss": 0.3516, "step": 346 }, { "epoch": 0.47599451303155005, "grad_norm": 3.210439443588257, "learning_rate": 0.0006325411334552102, "loss": 0.4045, "step": 347 }, { "epoch": 0.4773662551440329, "grad_norm": 4.047224521636963, "learning_rate": 0.0006343692870201097, "loss": 1.2326, "step": 348 }, { "epoch": 0.4787379972565158, "grad_norm": 4.121635437011719, "learning_rate": 0.0006361974405850091, "loss": 0.8951, "step": 349 }, { "epoch": 0.48010973936899864, "grad_norm": 3.480602741241455, "learning_rate": 0.0006380255941499086, "loss": 0.6783, "step": 350 }, { "epoch": 0.48148148148148145, "grad_norm": 4.286612033843994, "learning_rate": 0.000639853747714808, "loss": 1.1821, "step": 351 }, { "epoch": 0.4828532235939643, "grad_norm": 3.077362537384033, "learning_rate": 0.0006416819012797075, "loss": 0.5101, "step": 352 }, { "epoch": 0.4842249657064472, "grad_norm": 3.127272844314575, "learning_rate": 0.000643510054844607, "loss": 0.844, "step": 353 }, { "epoch": 0.48559670781893005, "grad_norm": 2.6955454349517822, "learning_rate": 0.0006453382084095064, "loss": 0.5413, "step": 354 }, { "epoch": 0.4869684499314129, "grad_norm": 3.285903215408325, "learning_rate": 0.0006471663619744058, "loss": 0.9982, "step": 355 }, { "epoch": 0.4883401920438957, "grad_norm": 3.6762568950653076, "learning_rate": 0.0006489945155393053, "loss": 0.937, "step": 356 }, { "epoch": 0.4897119341563786, "grad_norm": 3.365633964538574, "learning_rate": 0.0006508226691042048, "loss": 0.7977, "step": 357 }, { "epoch": 0.49108367626886146, "grad_norm": 3.7572262287139893, "learning_rate": 0.0006526508226691042, "loss": 0.8697, "step": 358 }, { "epoch": 0.4924554183813443, "grad_norm": 3.309539794921875, "learning_rate": 0.0006544789762340037, "loss": 1.1136, "step": 359 }, { "epoch": 0.49382716049382713, "grad_norm": 4.250339508056641, "learning_rate": 0.0006563071297989031, "loss": 1.3018, "step": 360 }, { "epoch": 0.49519890260631, "grad_norm": 0.07554444670677185, "learning_rate": 0.0006581352833638026, "loss": 0.0023, "step": 361 }, { "epoch": 0.49657064471879286, "grad_norm": 3.6443750858306885, "learning_rate": 0.0006599634369287019, "loss": 0.7019, "step": 362 }, { "epoch": 0.49794238683127573, "grad_norm": 0.19442614912986755, "learning_rate": 0.0006617915904936015, "loss": 0.0481, "step": 363 }, { "epoch": 0.4993141289437586, "grad_norm": 3.7148313522338867, "learning_rate": 0.0006636197440585009, "loss": 0.891, "step": 364 }, { "epoch": 0.5006858710562414, "grad_norm": 2.7239511013031006, "learning_rate": 0.0006654478976234004, "loss": 0.6353, "step": 365 }, { "epoch": 0.5020576131687243, "grad_norm": 2.5572762489318848, "learning_rate": 0.0006672760511882999, "loss": 0.5181, "step": 366 }, { "epoch": 0.5034293552812071, "grad_norm": 3.162834405899048, "learning_rate": 0.0006691042047531993, "loss": 0.8311, "step": 367 }, { "epoch": 0.50480109739369, "grad_norm": 0.06661587208509445, "learning_rate": 0.0006709323583180988, "loss": 0.0026, "step": 368 }, { "epoch": 0.5061728395061729, "grad_norm": 2.4806196689605713, "learning_rate": 0.0006727605118829981, "loss": 0.5004, "step": 369 }, { "epoch": 0.5075445816186557, "grad_norm": 2.5774953365325928, "learning_rate": 0.0006745886654478977, "loss": 0.4511, "step": 370 }, { "epoch": 0.5089163237311386, "grad_norm": 2.2276206016540527, "learning_rate": 0.000676416819012797, "loss": 0.4558, "step": 371 }, { "epoch": 0.5102880658436214, "grad_norm": 2.652674674987793, "learning_rate": 0.0006782449725776966, "loss": 0.5073, "step": 372 }, { "epoch": 0.5116598079561042, "grad_norm": 2.2147669792175293, "learning_rate": 0.0006800731261425959, "loss": 0.3979, "step": 373 }, { "epoch": 0.5130315500685871, "grad_norm": 1.5278068780899048, "learning_rate": 0.0006819012797074955, "loss": 0.1665, "step": 374 }, { "epoch": 0.51440329218107, "grad_norm": 2.9153432846069336, "learning_rate": 0.0006837294332723948, "loss": 0.8231, "step": 375 }, { "epoch": 0.5157750342935528, "grad_norm": 4.252976894378662, "learning_rate": 0.0006855575868372943, "loss": 1.0406, "step": 376 }, { "epoch": 0.5171467764060357, "grad_norm": 3.768838405609131, "learning_rate": 0.0006873857404021939, "loss": 0.725, "step": 377 }, { "epoch": 0.5185185185185185, "grad_norm": 1.8634569644927979, "learning_rate": 0.0006892138939670932, "loss": 0.2603, "step": 378 }, { "epoch": 0.5198902606310014, "grad_norm": 5.095807075500488, "learning_rate": 0.0006910420475319928, "loss": 1.7357, "step": 379 }, { "epoch": 0.5212620027434842, "grad_norm": 2.8866710662841797, "learning_rate": 0.0006928702010968921, "loss": 0.9147, "step": 380 }, { "epoch": 0.522633744855967, "grad_norm": 2.369819402694702, "learning_rate": 0.0006946983546617917, "loss": 0.4277, "step": 381 }, { "epoch": 0.52400548696845, "grad_norm": 1.7865092754364014, "learning_rate": 0.000696526508226691, "loss": 0.4788, "step": 382 }, { "epoch": 0.5253772290809328, "grad_norm": 3.0729360580444336, "learning_rate": 0.0006983546617915905, "loss": 0.7666, "step": 383 }, { "epoch": 0.5267489711934157, "grad_norm": 3.023810386657715, "learning_rate": 0.0007001828153564899, "loss": 0.7728, "step": 384 }, { "epoch": 0.5281207133058985, "grad_norm": 2.5811986923217773, "learning_rate": 0.0007020109689213894, "loss": 0.4744, "step": 385 }, { "epoch": 0.5294924554183813, "grad_norm": 2.748720407485962, "learning_rate": 0.0007038391224862888, "loss": 1.1014, "step": 386 }, { "epoch": 0.5308641975308642, "grad_norm": 3.950869560241699, "learning_rate": 0.0007056672760511883, "loss": 1.5588, "step": 387 }, { "epoch": 0.532235939643347, "grad_norm": 1.595503330230713, "learning_rate": 0.0007074954296160879, "loss": 0.3185, "step": 388 }, { "epoch": 0.53360768175583, "grad_norm": 3.505636692047119, "learning_rate": 0.0007093235831809872, "loss": 1.3348, "step": 389 }, { "epoch": 0.5349794238683128, "grad_norm": 1.0456945896148682, "learning_rate": 0.0007111517367458867, "loss": 0.1656, "step": 390 }, { "epoch": 0.5363511659807956, "grad_norm": 2.747938871383667, "learning_rate": 0.0007129798903107861, "loss": 0.9375, "step": 391 }, { "epoch": 0.5377229080932785, "grad_norm": 4.741049289703369, "learning_rate": 0.0007148080438756856, "loss": 1.4665, "step": 392 }, { "epoch": 0.5390946502057613, "grad_norm": 4.830301284790039, "learning_rate": 0.000716636197440585, "loss": 1.4635, "step": 393 }, { "epoch": 0.5404663923182441, "grad_norm": 2.938199758529663, "learning_rate": 0.0007184643510054845, "loss": 0.8677, "step": 394 }, { "epoch": 0.541838134430727, "grad_norm": 6.291453838348389, "learning_rate": 0.0007202925045703839, "loss": 3.033, "step": 395 }, { "epoch": 0.5432098765432098, "grad_norm": 3.0533947944641113, "learning_rate": 0.0007221206581352834, "loss": 1.4375, "step": 396 }, { "epoch": 0.5445816186556928, "grad_norm": 3.13800048828125, "learning_rate": 0.0007239488117001827, "loss": 0.9762, "step": 397 }, { "epoch": 0.5459533607681756, "grad_norm": 1.1184616088867188, "learning_rate": 0.0007257769652650823, "loss": 0.1333, "step": 398 }, { "epoch": 0.5473251028806584, "grad_norm": 3.610217571258545, "learning_rate": 0.0007276051188299818, "loss": 1.1823, "step": 399 }, { "epoch": 0.5486968449931413, "grad_norm": 3.6696395874023438, "learning_rate": 0.0007294332723948812, "loss": 1.2443, "step": 400 }, { "epoch": 0.5500685871056241, "grad_norm": 2.967648506164551, "learning_rate": 0.0007312614259597807, "loss": 0.662, "step": 401 }, { "epoch": 0.551440329218107, "grad_norm": 0.8750410079956055, "learning_rate": 0.0007330895795246801, "loss": 0.0709, "step": 402 }, { "epoch": 0.5528120713305898, "grad_norm": 3.0801315307617188, "learning_rate": 0.0007349177330895796, "loss": 0.5822, "step": 403 }, { "epoch": 0.5541838134430727, "grad_norm": 3.701993227005005, "learning_rate": 0.0007367458866544789, "loss": 1.0826, "step": 404 }, { "epoch": 0.5555555555555556, "grad_norm": 3.439502716064453, "learning_rate": 0.0007385740402193785, "loss": 0.7953, "step": 405 }, { "epoch": 0.5569272976680384, "grad_norm": 4.8917341232299805, "learning_rate": 0.0007404021937842778, "loss": 1.6109, "step": 406 }, { "epoch": 0.5582990397805213, "grad_norm": 3.793834924697876, "learning_rate": 0.0007422303473491774, "loss": 1.2505, "step": 407 }, { "epoch": 0.5596707818930041, "grad_norm": 3.0604796409606934, "learning_rate": 0.0007440585009140767, "loss": 1.0019, "step": 408 }, { "epoch": 0.5610425240054869, "grad_norm": 2.872400999069214, "learning_rate": 0.0007458866544789763, "loss": 0.8224, "step": 409 }, { "epoch": 0.5624142661179699, "grad_norm": 2.631157398223877, "learning_rate": 0.0007477148080438758, "loss": 0.6592, "step": 410 }, { "epoch": 0.5637860082304527, "grad_norm": 2.843379020690918, "learning_rate": 0.0007495429616087751, "loss": 0.7099, "step": 411 }, { "epoch": 0.5651577503429356, "grad_norm": 2.3366591930389404, "learning_rate": 0.0007513711151736747, "loss": 0.5484, "step": 412 }, { "epoch": 0.5665294924554184, "grad_norm": 3.4202780723571777, "learning_rate": 0.000753199268738574, "loss": 1.3019, "step": 413 }, { "epoch": 0.5679012345679012, "grad_norm": 0.9125491976737976, "learning_rate": 0.0007550274223034736, "loss": 0.1266, "step": 414 }, { "epoch": 0.5692729766803841, "grad_norm": 2.8945682048797607, "learning_rate": 0.0007568555758683729, "loss": 0.8932, "step": 415 }, { "epoch": 0.5706447187928669, "grad_norm": 2.898399591445923, "learning_rate": 0.0007586837294332725, "loss": 0.7547, "step": 416 }, { "epoch": 0.5720164609053497, "grad_norm": 2.9406332969665527, "learning_rate": 0.0007605118829981718, "loss": 0.7614, "step": 417 }, { "epoch": 0.5733882030178327, "grad_norm": 2.1753182411193848, "learning_rate": 0.0007623400365630713, "loss": 0.7364, "step": 418 }, { "epoch": 0.5747599451303155, "grad_norm": 2.5140652656555176, "learning_rate": 0.0007641681901279707, "loss": 0.6539, "step": 419 }, { "epoch": 0.5761316872427984, "grad_norm": 2.0174620151519775, "learning_rate": 0.0007659963436928702, "loss": 0.3848, "step": 420 }, { "epoch": 0.5775034293552812, "grad_norm": 0.11105114966630936, "learning_rate": 0.0007678244972577697, "loss": 0.0394, "step": 421 }, { "epoch": 0.578875171467764, "grad_norm": 1.8194284439086914, "learning_rate": 0.0007696526508226691, "loss": 0.4623, "step": 422 }, { "epoch": 0.5802469135802469, "grad_norm": 0.7781994342803955, "learning_rate": 0.0007714808043875687, "loss": 0.0783, "step": 423 }, { "epoch": 0.5816186556927297, "grad_norm": 3.7422642707824707, "learning_rate": 0.000773308957952468, "loss": 1.4366, "step": 424 }, { "epoch": 0.5829903978052127, "grad_norm": 3.9761717319488525, "learning_rate": 0.0007751371115173675, "loss": 1.3568, "step": 425 }, { "epoch": 0.5843621399176955, "grad_norm": 2.948404550552368, "learning_rate": 0.0007769652650822669, "loss": 0.9065, "step": 426 }, { "epoch": 0.5857338820301783, "grad_norm": 2.7700140476226807, "learning_rate": 0.0007787934186471664, "loss": 0.6723, "step": 427 }, { "epoch": 0.5871056241426612, "grad_norm": 2.8618569374084473, "learning_rate": 0.0007806215722120658, "loss": 0.7596, "step": 428 }, { "epoch": 0.588477366255144, "grad_norm": 0.956656813621521, "learning_rate": 0.0007824497257769653, "loss": 0.1426, "step": 429 }, { "epoch": 0.5898491083676269, "grad_norm": 2.8430604934692383, "learning_rate": 0.0007842778793418648, "loss": 1.3264, "step": 430 }, { "epoch": 0.5912208504801097, "grad_norm": 0.11261007934808731, "learning_rate": 0.0007861060329067642, "loss": 0.0442, "step": 431 }, { "epoch": 0.5925925925925926, "grad_norm": 2.7201974391937256, "learning_rate": 0.0007879341864716636, "loss": 0.6046, "step": 432 }, { "epoch": 0.5939643347050755, "grad_norm": 2.5923287868499756, "learning_rate": 0.0007897623400365631, "loss": 0.6173, "step": 433 }, { "epoch": 0.5953360768175583, "grad_norm": 4.77182674407959, "learning_rate": 0.0007915904936014625, "loss": 2.8892, "step": 434 }, { "epoch": 0.5967078189300411, "grad_norm": 3.1731245517730713, "learning_rate": 0.000793418647166362, "loss": 1.3149, "step": 435 }, { "epoch": 0.598079561042524, "grad_norm": 2.849473237991333, "learning_rate": 0.0007952468007312615, "loss": 1.1886, "step": 436 }, { "epoch": 0.5994513031550068, "grad_norm": 3.5986573696136475, "learning_rate": 0.0007970749542961609, "loss": 1.2799, "step": 437 }, { "epoch": 0.6008230452674898, "grad_norm": 2.668875217437744, "learning_rate": 0.0007989031078610604, "loss": 0.7527, "step": 438 }, { "epoch": 0.6021947873799726, "grad_norm": 2.7584633827209473, "learning_rate": 0.0008007312614259597, "loss": 0.7853, "step": 439 }, { "epoch": 0.6035665294924554, "grad_norm": 2.521331787109375, "learning_rate": 0.0008025594149908593, "loss": 0.7291, "step": 440 }, { "epoch": 0.6035665294924554, "eval_Qnli-dev_cosine_accuracy": 0.71875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8342527151107788, "eval_Qnli-dev_cosine_ap": 0.7590651825705997, "eval_Qnli-dev_cosine_f1": 0.6824034334763949, "eval_Qnli-dev_cosine_f1_threshold": 0.830267071723938, "eval_Qnli-dev_cosine_precision": 0.691304347826087, "eval_Qnli-dev_cosine_recall": 0.673728813559322, "eval_allNLI-dev_cosine_accuracy": 0.75, "eval_allNLI-dev_cosine_accuracy_threshold": 0.8865965604782104, "eval_allNLI-dev_cosine_ap": 0.6185049182990069, "eval_allNLI-dev_cosine_f1": 0.6239669421487604, "eval_allNLI-dev_cosine_f1_threshold": 0.7850924730300903, "eval_allNLI-dev_cosine_precision": 0.4855305466237942, "eval_allNLI-dev_cosine_recall": 0.8728323699421965, "eval_sequential_score": 0.7590651825705997, "eval_sts-test_pearson_cosine": 0.8447585777536966, "eval_sts-test_spearman_cosine": 0.8940651790173606, "eval_vitaminc-pairs_loss": 3.1624042987823486, "eval_vitaminc-pairs_runtime": 14.3967, "eval_vitaminc-pairs_samples_per_second": 8.891, "eval_vitaminc-pairs_steps_per_second": 0.069, "step": 440 }, { "epoch": 0.6035665294924554, "eval_negation-triplets_loss": 2.1101934909820557, "eval_negation-triplets_runtime": 1.1572, "eval_negation-triplets_samples_per_second": 110.608, "eval_negation-triplets_steps_per_second": 0.864, "step": 440 }, { "epoch": 0.6035665294924554, "eval_scitail-pairs-pos_loss": 0.14219464361667633, "eval_scitail-pairs-pos_runtime": 1.5903, "eval_scitail-pairs-pos_samples_per_second": 80.488, "eval_scitail-pairs-pos_steps_per_second": 0.629, "step": 440 }, { "epoch": 0.6035665294924554, "eval_scitail-pairs-qa_loss": 0.03170065954327583, "eval_scitail-pairs-qa_runtime": 1.2167, "eval_scitail-pairs-qa_samples_per_second": 105.199, "eval_scitail-pairs-qa_steps_per_second": 0.822, "step": 440 }, { "epoch": 0.6035665294924554, "eval_xsum-pairs_loss": 0.8414545655250549, "eval_xsum-pairs_runtime": 6.3264, "eval_xsum-pairs_samples_per_second": 20.233, "eval_xsum-pairs_steps_per_second": 0.158, "step": 440 }, { "epoch": 0.6035665294924554, "eval_sciq_pairs_loss": 0.06330692023038864, "eval_sciq_pairs_runtime": 8.8936, "eval_sciq_pairs_samples_per_second": 14.392, "eval_sciq_pairs_steps_per_second": 0.112, "step": 440 }, { "epoch": 0.6035665294924554, "eval_qasc_pairs_loss": 0.9395630359649658, "eval_qasc_pairs_runtime": 1.3863, "eval_qasc_pairs_samples_per_second": 92.332, "eval_qasc_pairs_steps_per_second": 0.721, "step": 440 }, { "epoch": 0.6035665294924554, "eval_openbookqa_pairs_loss": 1.5656604766845703, "eval_openbookqa_pairs_runtime": 1.1858, "eval_openbookqa_pairs_samples_per_second": 107.947, "eval_openbookqa_pairs_steps_per_second": 0.843, "step": 440 }, { "epoch": 0.6035665294924554, "eval_nq_pairs_loss": 0.8197879195213318, "eval_nq_pairs_runtime": 7.9153, "eval_nq_pairs_samples_per_second": 16.171, "eval_nq_pairs_steps_per_second": 0.126, "step": 440 }, { "epoch": 0.6035665294924554, "eval_trivia_pairs_loss": 1.1605956554412842, "eval_trivia_pairs_runtime": 8.9789, "eval_trivia_pairs_samples_per_second": 14.256, "eval_trivia_pairs_steps_per_second": 0.111, "step": 440 }, { "epoch": 0.6035665294924554, "eval_gooaq_pairs_loss": 0.7199620604515076, "eval_gooaq_pairs_runtime": 2.0759, "eval_gooaq_pairs_samples_per_second": 61.66, "eval_gooaq_pairs_steps_per_second": 0.482, "step": 440 }, { "epoch": 0.6035665294924554, "eval_paws-pos_loss": 0.034769680351018906, "eval_paws-pos_runtime": 1.5142, "eval_paws-pos_samples_per_second": 84.536, "eval_paws-pos_steps_per_second": 0.66, "step": 440 }, { "epoch": 0.6035665294924554, "eval_global_dataset_loss": 0.2699156403541565, "eval_global_dataset_runtime": 33.4517, "eval_global_dataset_samples_per_second": 11.479, "eval_global_dataset_steps_per_second": 0.06, "step": 440 }, { "epoch": 0.6049382716049383, "grad_norm": 2.2343204021453857, "learning_rate": 0.0008043875685557587, "loss": 0.6532, "step": 441 }, { "epoch": 0.6063100137174211, "grad_norm": 2.0353541374206543, "learning_rate": 0.0008062157221206582, "loss": 0.5846, "step": 442 }, { "epoch": 0.607681755829904, "grad_norm": 2.2103233337402344, "learning_rate": 0.0008080438756855576, "loss": 0.6766, "step": 443 }, { "epoch": 0.6090534979423868, "grad_norm": 0.8574596047401428, "learning_rate": 0.0008098720292504571, "loss": 0.1179, "step": 444 }, { "epoch": 0.6104252400548696, "grad_norm": 2.2213659286499023, "learning_rate": 0.0008117001828153565, "loss": 0.5953, "step": 445 }, { "epoch": 0.6117969821673526, "grad_norm": 2.4394009113311768, "learning_rate": 0.0008135283363802559, "loss": 0.7219, "step": 446 }, { "epoch": 0.6131687242798354, "grad_norm": 2.216285228729248, "learning_rate": 0.0008153564899451555, "loss": 0.9445, "step": 447 }, { "epoch": 0.6145404663923183, "grad_norm": 2.296591281890869, "learning_rate": 0.0008171846435100548, "loss": 0.5726, "step": 448 }, { "epoch": 0.6159122085048011, "grad_norm": 2.837359666824341, "learning_rate": 0.0008190127970749544, "loss": 0.8687, "step": 449 }, { "epoch": 0.6172839506172839, "grad_norm": 2.9849822521209717, "learning_rate": 0.0008208409506398537, "loss": 0.7864, "step": 450 }, { "epoch": 0.6186556927297668, "grad_norm": 2.474256753921509, "learning_rate": 0.0008226691042047533, "loss": 0.6835, "step": 451 }, { "epoch": 0.6200274348422496, "grad_norm": 2.815581798553467, "learning_rate": 0.0008244972577696527, "loss": 1.2349, "step": 452 }, { "epoch": 0.6213991769547325, "grad_norm": 2.5145702362060547, "learning_rate": 0.0008263254113345521, "loss": 0.5894, "step": 453 }, { "epoch": 0.6227709190672154, "grad_norm": 3.4624481201171875, "learning_rate": 0.0008281535648994516, "loss": 1.2882, "step": 454 }, { "epoch": 0.6241426611796982, "grad_norm": 3.0444629192352295, "learning_rate": 0.000829981718464351, "loss": 1.1063, "step": 455 }, { "epoch": 0.6255144032921811, "grad_norm": 3.4558730125427246, "learning_rate": 0.0008318098720292505, "loss": 1.6217, "step": 456 }, { "epoch": 0.6268861454046639, "grad_norm": 1.9938262701034546, "learning_rate": 0.0008336380255941499, "loss": 0.6361, "step": 457 }, { "epoch": 0.6282578875171467, "grad_norm": 2.8914825916290283, "learning_rate": 0.0008354661791590493, "loss": 1.2991, "step": 458 }, { "epoch": 0.6296296296296297, "grad_norm": 1.987092137336731, "learning_rate": 0.0008372943327239488, "loss": 0.6638, "step": 459 }, { "epoch": 0.6310013717421125, "grad_norm": 1.9341247081756592, "learning_rate": 0.0008391224862888483, "loss": 0.6688, "step": 460 }, { "epoch": 0.6323731138545954, "grad_norm": 2.6572768688201904, "learning_rate": 0.0008409506398537477, "loss": 0.9422, "step": 461 }, { "epoch": 0.6337448559670782, "grad_norm": 2.504377841949463, "learning_rate": 0.0008427787934186472, "loss": 0.8578, "step": 462 }, { "epoch": 0.635116598079561, "grad_norm": 1.6810640096664429, "learning_rate": 0.0008446069469835467, "loss": 0.4707, "step": 463 }, { "epoch": 0.6364883401920439, "grad_norm": 2.0036683082580566, "learning_rate": 0.0008464351005484461, "loss": 0.4281, "step": 464 }, { "epoch": 0.6378600823045267, "grad_norm": 2.055009365081787, "learning_rate": 0.0008482632541133455, "loss": 0.5323, "step": 465 }, { "epoch": 0.6392318244170097, "grad_norm": 1.8697012662887573, "learning_rate": 0.000850091407678245, "loss": 0.4676, "step": 466 }, { "epoch": 0.6406035665294925, "grad_norm": 0.3099338114261627, "learning_rate": 0.0008519195612431444, "loss": 0.0323, "step": 467 }, { "epoch": 0.6419753086419753, "grad_norm": 2.843210458755493, "learning_rate": 0.0008537477148080439, "loss": 1.0748, "step": 468 }, { "epoch": 0.6433470507544582, "grad_norm": 5.503166198730469, "learning_rate": 0.0008555758683729433, "loss": 3.3347, "step": 469 }, { "epoch": 0.644718792866941, "grad_norm": 3.0612828731536865, "learning_rate": 0.0008574040219378428, "loss": 1.4944, "step": 470 }, { "epoch": 0.6460905349794238, "grad_norm": 1.8079982995986938, "learning_rate": 0.0008592321755027423, "loss": 0.666, "step": 471 }, { "epoch": 0.6474622770919067, "grad_norm": 2.734410285949707, "learning_rate": 0.0008610603290676416, "loss": 1.1204, "step": 472 }, { "epoch": 0.6488340192043895, "grad_norm": 2.612880229949951, "learning_rate": 0.0008628884826325412, "loss": 1.452, "step": 473 }, { "epoch": 0.6502057613168725, "grad_norm": 1.7585951089859009, "learning_rate": 0.0008647166361974406, "loss": 0.5587, "step": 474 }, { "epoch": 0.6515775034293553, "grad_norm": 2.7308504581451416, "learning_rate": 0.0008665447897623401, "loss": 1.189, "step": 475 }, { "epoch": 0.6529492455418381, "grad_norm": 1.9969093799591064, "learning_rate": 0.0008683729433272395, "loss": 0.5736, "step": 476 }, { "epoch": 0.654320987654321, "grad_norm": 2.545562505722046, "learning_rate": 0.000870201096892139, "loss": 0.7508, "step": 477 }, { "epoch": 0.6556927297668038, "grad_norm": 2.3430142402648926, "learning_rate": 0.0008720292504570384, "loss": 0.7138, "step": 478 }, { "epoch": 0.6570644718792867, "grad_norm": 2.081550359725952, "learning_rate": 0.0008738574040219378, "loss": 0.5152, "step": 479 }, { "epoch": 0.6584362139917695, "grad_norm": 3.031339645385742, "learning_rate": 0.0008756855575868373, "loss": 1.0291, "step": 480 }, { "epoch": 0.6598079561042524, "grad_norm": 3.382559299468994, "learning_rate": 0.0008775137111517367, "loss": 1.2339, "step": 481 }, { "epoch": 0.6611796982167353, "grad_norm": 2.266045570373535, "learning_rate": 0.0008793418647166362, "loss": 0.6402, "step": 482 }, { "epoch": 0.6625514403292181, "grad_norm": 4.375522136688232, "learning_rate": 0.0008811700182815356, "loss": 3.3593, "step": 483 }, { "epoch": 0.663923182441701, "grad_norm": 1.7218207120895386, "learning_rate": 0.0008829981718464352, "loss": 0.4424, "step": 484 }, { "epoch": 0.6652949245541838, "grad_norm": 1.930618405342102, "learning_rate": 0.0008848263254113346, "loss": 0.79, "step": 485 }, { "epoch": 0.6666666666666666, "grad_norm": 2.2200028896331787, "learning_rate": 0.000886654478976234, "loss": 0.9445, "step": 486 }, { "epoch": 0.6680384087791496, "grad_norm": 1.67755925655365, "learning_rate": 0.0008884826325411335, "loss": 0.5046, "step": 487 }, { "epoch": 0.6694101508916324, "grad_norm": 1.119525671005249, "learning_rate": 0.0008903107861060329, "loss": 0.2215, "step": 488 }, { "epoch": 0.6707818930041153, "grad_norm": 1.9932385683059692, "learning_rate": 0.0008921389396709324, "loss": 0.9744, "step": 489 }, { "epoch": 0.6721536351165981, "grad_norm": 1.830539345741272, "learning_rate": 0.0008939670932358318, "loss": 0.5102, "step": 490 }, { "epoch": 0.6735253772290809, "grad_norm": 2.152487277984619, "learning_rate": 0.0008957952468007313, "loss": 0.5452, "step": 491 }, { "epoch": 0.6748971193415638, "grad_norm": 2.4515275955200195, "learning_rate": 0.0008976234003656307, "loss": 1.1853, "step": 492 }, { "epoch": 0.6762688614540466, "grad_norm": 2.1000306606292725, "learning_rate": 0.0008994515539305301, "loss": 0.5773, "step": 493 }, { "epoch": 0.6776406035665294, "grad_norm": 2.6680173873901367, "learning_rate": 0.0009012797074954296, "loss": 0.8209, "step": 494 }, { "epoch": 0.6790123456790124, "grad_norm": 2.963197708129883, "learning_rate": 0.000903107861060329, "loss": 0.961, "step": 495 }, { "epoch": 0.6803840877914952, "grad_norm": 1.574116826057434, "learning_rate": 0.0009049360146252286, "loss": 0.3303, "step": 496 }, { "epoch": 0.6817558299039781, "grad_norm": 2.57684063911438, "learning_rate": 0.000906764168190128, "loss": 0.8192, "step": 497 }, { "epoch": 0.6831275720164609, "grad_norm": 3.053014039993286, "learning_rate": 0.0009085923217550275, "loss": 1.3271, "step": 498 }, { "epoch": 0.6844993141289437, "grad_norm": 2.6430559158325195, "learning_rate": 0.0009104204753199269, "loss": 0.9859, "step": 499 }, { "epoch": 0.6858710562414266, "grad_norm": 0.7626333236694336, "learning_rate": 0.0009122486288848263, "loss": 0.1419, "step": 500 }, { "epoch": 0.6872427983539094, "grad_norm": 0.8805200457572937, "learning_rate": 0.0009140767824497258, "loss": 0.1522, "step": 501 }, { "epoch": 0.6886145404663924, "grad_norm": 1.4140968322753906, "learning_rate": 0.0009159049360146252, "loss": 0.3983, "step": 502 }, { "epoch": 0.6899862825788752, "grad_norm": 0.16096271574497223, "learning_rate": 0.0009177330895795247, "loss": 0.0167, "step": 503 }, { "epoch": 0.691358024691358, "grad_norm": 2.1687278747558594, "learning_rate": 0.0009195612431444241, "loss": 0.7314, "step": 504 }, { "epoch": 0.6927297668038409, "grad_norm": 2.1703848838806152, "learning_rate": 0.0009213893967093237, "loss": 0.5175, "step": 505 }, { "epoch": 0.6941015089163237, "grad_norm": 3.221038341522217, "learning_rate": 0.000923217550274223, "loss": 1.6745, "step": 506 }, { "epoch": 0.6954732510288066, "grad_norm": 2.9030301570892334, "learning_rate": 0.0009250457038391225, "loss": 1.2944, "step": 507 }, { "epoch": 0.6968449931412894, "grad_norm": 2.1682050228118896, "learning_rate": 0.000926873857404022, "loss": 0.5509, "step": 508 }, { "epoch": 0.6982167352537723, "grad_norm": 2.4524831771850586, "learning_rate": 0.0009287020109689214, "loss": 0.8585, "step": 509 }, { "epoch": 0.6995884773662552, "grad_norm": 2.954036235809326, "learning_rate": 0.0009305301645338209, "loss": 1.1137, "step": 510 }, { "epoch": 0.700960219478738, "grad_norm": 0.5421282052993774, "learning_rate": 0.0009323583180987203, "loss": 0.08, "step": 511 }, { "epoch": 0.7023319615912208, "grad_norm": 1.943343997001648, "learning_rate": 0.0009341864716636198, "loss": 0.6881, "step": 512 }, { "epoch": 0.7037037037037037, "grad_norm": 2.1507110595703125, "learning_rate": 0.0009360146252285192, "loss": 0.8449, "step": 513 }, { "epoch": 0.7050754458161865, "grad_norm": 2.5957894325256348, "learning_rate": 0.0009378427787934186, "loss": 1.3807, "step": 514 }, { "epoch": 0.7064471879286695, "grad_norm": 2.7923741340637207, "learning_rate": 0.0009396709323583181, "loss": 1.2345, "step": 515 }, { "epoch": 0.7078189300411523, "grad_norm": 2.737544298171997, "learning_rate": 0.0009414990859232176, "loss": 1.3458, "step": 516 }, { "epoch": 0.7091906721536351, "grad_norm": 3.436458110809326, "learning_rate": 0.000943327239488117, "loss": 1.7297, "step": 517 }, { "epoch": 0.710562414266118, "grad_norm": 0.19496861100196838, "learning_rate": 0.0009451553930530165, "loss": 0.0337, "step": 518 }, { "epoch": 0.7119341563786008, "grad_norm": 1.9844475984573364, "learning_rate": 0.000946983546617916, "loss": 0.7494, "step": 519 }, { "epoch": 0.7133058984910837, "grad_norm": 2.368131637573242, "learning_rate": 0.0009488117001828154, "loss": 1.2839, "step": 520 }, { "epoch": 0.7146776406035665, "grad_norm": 1.8333654403686523, "learning_rate": 0.0009506398537477148, "loss": 0.7679, "step": 521 }, { "epoch": 0.7160493827160493, "grad_norm": 2.5262162685394287, "learning_rate": 0.0009524680073126143, "loss": 1.1101, "step": 522 }, { "epoch": 0.7174211248285323, "grad_norm": 1.7962846755981445, "learning_rate": 0.0009542961608775137, "loss": 0.7259, "step": 523 }, { "epoch": 0.7187928669410151, "grad_norm": 1.6876013278961182, "learning_rate": 0.0009561243144424132, "loss": 0.8531, "step": 524 }, { "epoch": 0.720164609053498, "grad_norm": 0.15522260963916779, "learning_rate": 0.0009579524680073126, "loss": 0.0376, "step": 525 }, { "epoch": 0.7215363511659808, "grad_norm": 0.10816041380167007, "learning_rate": 0.0009597806215722121, "loss": 0.0368, "step": 526 }, { "epoch": 0.7229080932784636, "grad_norm": 0.5582392811775208, "learning_rate": 0.0009616087751371116, "loss": 0.0679, "step": 527 }, { "epoch": 0.7242798353909465, "grad_norm": 0.790245532989502, "learning_rate": 0.0009634369287020109, "loss": 0.1483, "step": 528 }, { "epoch": 0.7256515775034293, "grad_norm": 0.5912861227989197, "learning_rate": 0.0009652650822669105, "loss": 0.086, "step": 529 }, { "epoch": 0.7270233196159122, "grad_norm": 1.9863473176956177, "learning_rate": 0.0009670932358318098, "loss": 0.4599, "step": 530 }, { "epoch": 0.7283950617283951, "grad_norm": 2.432748794555664, "learning_rate": 0.0009689213893967094, "loss": 0.6046, "step": 531 }, { "epoch": 0.7297668038408779, "grad_norm": 2.2815091609954834, "learning_rate": 0.0009707495429616088, "loss": 0.5801, "step": 532 }, { "epoch": 0.7311385459533608, "grad_norm": 6.126629829406738, "learning_rate": 0.0009725776965265083, "loss": 4.0638, "step": 533 }, { "epoch": 0.7325102880658436, "grad_norm": 2.440173864364624, "learning_rate": 0.0009744058500914077, "loss": 0.9248, "step": 534 }, { "epoch": 0.7338820301783264, "grad_norm": 2.2785732746124268, "learning_rate": 0.0009762340036563071, "loss": 0.7769, "step": 535 }, { "epoch": 0.7352537722908093, "grad_norm": 1.7889460325241089, "learning_rate": 0.0009780621572212066, "loss": 0.5365, "step": 536 }, { "epoch": 0.7366255144032922, "grad_norm": 1.9316608905792236, "learning_rate": 0.000979890310786106, "loss": 0.7444, "step": 537 }, { "epoch": 0.7379972565157751, "grad_norm": 1.945172905921936, "learning_rate": 0.0009817184643510055, "loss": 0.7193, "step": 538 }, { "epoch": 0.7393689986282579, "grad_norm": 2.1771185398101807, "learning_rate": 0.000983546617915905, "loss": 1.5464, "step": 539 }, { "epoch": 0.7407407407407407, "grad_norm": 2.8104841709136963, "learning_rate": 0.0009853747714808044, "loss": 1.7129, "step": 540 }, { "epoch": 0.7421124828532236, "grad_norm": 2.2292134761810303, "learning_rate": 0.0009872029250457038, "loss": 1.0137, "step": 541 }, { "epoch": 0.7434842249657064, "grad_norm": 1.7931193113327026, "learning_rate": 0.0009890310786106033, "loss": 0.6174, "step": 542 }, { "epoch": 0.7448559670781894, "grad_norm": 1.5730267763137817, "learning_rate": 0.0009908592321755027, "loss": 1.1872, "step": 543 }, { "epoch": 0.7462277091906722, "grad_norm": 1.9772863388061523, "learning_rate": 0.0009926873857404022, "loss": 1.2298, "step": 544 }, { "epoch": 0.747599451303155, "grad_norm": 3.7602641582489014, "learning_rate": 0.0009945155393053017, "loss": 3.6099, "step": 545 }, { "epoch": 0.7489711934156379, "grad_norm": 1.6600819826126099, "learning_rate": 0.0009963436928702011, "loss": 0.9129, "step": 546 }, { "epoch": 0.7503429355281207, "grad_norm": 1.4769471883773804, "learning_rate": 0.0009981718464351006, "loss": 0.4851, "step": 547 }, { "epoch": 0.7517146776406035, "grad_norm": 1.5102423429489136, "learning_rate": 0.001, "loss": 0.5724, "step": 548 }, { "epoch": 0.7530864197530864, "grad_norm": 1.6490839719772339, "learning_rate": 0.000999999174352948, "loss": 0.6958, "step": 549 }, { "epoch": 0.7544581618655692, "grad_norm": 1.4960081577301025, "learning_rate": 0.0009999966974148216, "loss": 0.9115, "step": 550 }, { "epoch": 0.7544581618655692, "eval_Qnli-dev_cosine_accuracy": 0.685546875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8639271259307861, "eval_Qnli-dev_cosine_ap": 0.7427350367644162, "eval_Qnli-dev_cosine_f1": 0.6996336996336996, "eval_Qnli-dev_cosine_f1_threshold": 0.7733485698699951, "eval_Qnli-dev_cosine_precision": 0.6161290322580645, "eval_Qnli-dev_cosine_recall": 0.809322033898305, "eval_allNLI-dev_cosine_accuracy": 0.755859375, "eval_allNLI-dev_cosine_accuracy_threshold": 0.8583443760871887, "eval_allNLI-dev_cosine_ap": 0.6513030662407349, "eval_allNLI-dev_cosine_f1": 0.6559633027522936, "eval_allNLI-dev_cosine_f1_threshold": 0.8035047054290771, "eval_allNLI-dev_cosine_precision": 0.5437262357414449, "eval_allNLI-dev_cosine_recall": 0.8265895953757225, "eval_sequential_score": 0.7427350367644162, "eval_sts-test_pearson_cosine": 0.8397477513546239, "eval_sts-test_spearman_cosine": 0.8842177086994444, "eval_vitaminc-pairs_loss": 2.9589016437530518, "eval_vitaminc-pairs_runtime": 14.2988, "eval_vitaminc-pairs_samples_per_second": 8.952, "eval_vitaminc-pairs_steps_per_second": 0.07, "step": 550 }, { "epoch": 0.7544581618655692, "eval_negation-triplets_loss": 2.106090784072876, "eval_negation-triplets_runtime": 1.1528, "eval_negation-triplets_samples_per_second": 111.031, "eval_negation-triplets_steps_per_second": 0.867, "step": 550 }, { "epoch": 0.7544581618655692, "eval_scitail-pairs-pos_loss": 0.25539278984069824, "eval_scitail-pairs-pos_runtime": 1.5749, "eval_scitail-pairs-pos_samples_per_second": 81.276, "eval_scitail-pairs-pos_steps_per_second": 0.635, "step": 550 }, { "epoch": 0.7544581618655692, "eval_scitail-pairs-qa_loss": 0.02696998417377472, "eval_scitail-pairs-qa_runtime": 1.2219, "eval_scitail-pairs-qa_samples_per_second": 104.753, "eval_scitail-pairs-qa_steps_per_second": 0.818, "step": 550 }, { "epoch": 0.7544581618655692, "eval_xsum-pairs_loss": 1.035770297050476, "eval_xsum-pairs_runtime": 6.3034, "eval_xsum-pairs_samples_per_second": 20.307, "eval_xsum-pairs_steps_per_second": 0.159, "step": 550 }, { "epoch": 0.7544581618655692, "eval_sciq_pairs_loss": 0.07481610774993896, "eval_sciq_pairs_runtime": 8.8401, "eval_sciq_pairs_samples_per_second": 14.48, "eval_sciq_pairs_steps_per_second": 0.113, "step": 550 }, { "epoch": 0.7544581618655692, "eval_qasc_pairs_loss": 0.9381294846534729, "eval_qasc_pairs_runtime": 1.3844, "eval_qasc_pairs_samples_per_second": 92.461, "eval_qasc_pairs_steps_per_second": 0.722, "step": 550 }, { "epoch": 0.7544581618655692, "eval_openbookqa_pairs_loss": 1.4043291807174683, "eval_openbookqa_pairs_runtime": 1.1842, "eval_openbookqa_pairs_samples_per_second": 108.088, "eval_openbookqa_pairs_steps_per_second": 0.844, "step": 550 }, { "epoch": 0.7544581618655692, "eval_nq_pairs_loss": 0.8262844085693359, "eval_nq_pairs_runtime": 7.8627, "eval_nq_pairs_samples_per_second": 16.279, "eval_nq_pairs_steps_per_second": 0.127, "step": 550 }, { "epoch": 0.7544581618655692, "eval_trivia_pairs_loss": 1.2341746091842651, "eval_trivia_pairs_runtime": 8.9261, "eval_trivia_pairs_samples_per_second": 14.34, "eval_trivia_pairs_steps_per_second": 0.112, "step": 550 }, { "epoch": 0.7544581618655692, "eval_gooaq_pairs_loss": 0.8736229538917542, "eval_gooaq_pairs_runtime": 2.07, "eval_gooaq_pairs_samples_per_second": 61.836, "eval_gooaq_pairs_steps_per_second": 0.483, "step": 550 }, { "epoch": 0.7544581618655692, "eval_paws-pos_loss": 0.03411751613020897, "eval_paws-pos_runtime": 1.5071, "eval_paws-pos_samples_per_second": 84.931, "eval_paws-pos_steps_per_second": 0.664, "step": 550 }, { "epoch": 0.7544581618655692, "eval_global_dataset_loss": 0.26876401901245117, "eval_global_dataset_runtime": 33.2849, "eval_global_dataset_samples_per_second": 11.537, "eval_global_dataset_steps_per_second": 0.06, "step": 550 }, { "epoch": 0.7558299039780522, "grad_norm": 1.4109474420547485, "learning_rate": 0.0009999925691947101, "loss": 0.6115, "step": 551 }, { "epoch": 0.757201646090535, "grad_norm": 0.21552617847919464, "learning_rate": 0.000999986789707762, "loss": 0.0239, "step": 552 }, { "epoch": 0.7585733882030178, "grad_norm": 2.0374319553375244, "learning_rate": 0.000999979358975186, "loss": 0.8398, "step": 553 }, { "epoch": 0.7599451303155007, "grad_norm": 2.699413776397705, "learning_rate": 0.0009999702770242486, "loss": 1.0964, "step": 554 }, { "epoch": 0.7613168724279835, "grad_norm": 1.9054522514343262, "learning_rate": 0.000999959543888277, "loss": 0.5098, "step": 555 }, { "epoch": 0.7626886145404664, "grad_norm": 1.9262897968292236, "learning_rate": 0.0009999471596066566, "loss": 0.5578, "step": 556 }, { "epoch": 0.7640603566529492, "grad_norm": 2.377450942993164, "learning_rate": 0.0009999331242248324, "loss": 1.3982, "step": 557 }, { "epoch": 0.7654320987654321, "grad_norm": 2.6483099460601807, "learning_rate": 0.0009999174377943074, "loss": 1.1118, "step": 558 }, { "epoch": 0.766803840877915, "grad_norm": 1.7998634576797485, "learning_rate": 0.000999900100372644, "loss": 0.508, "step": 559 }, { "epoch": 0.7681755829903978, "grad_norm": 2.284386157989502, "learning_rate": 0.0009998811120234623, "loss": 1.4645, "step": 560 }, { "epoch": 0.7695473251028807, "grad_norm": 2.0943026542663574, "learning_rate": 0.0009998604728164411, "loss": 0.8549, "step": 561 }, { "epoch": 0.7709190672153635, "grad_norm": 1.3964064121246338, "learning_rate": 0.0009998381828273167, "loss": 0.4917, "step": 562 }, { "epoch": 0.7722908093278463, "grad_norm": 1.6305673122406006, "learning_rate": 0.0009998142421378832, "loss": 0.6253, "step": 563 }, { "epoch": 0.7736625514403292, "grad_norm": 1.6184250116348267, "learning_rate": 0.0009997886508359918, "loss": 0.8867, "step": 564 }, { "epoch": 0.7750342935528121, "grad_norm": 1.9399840831756592, "learning_rate": 0.0009997614090155513, "loss": 0.7135, "step": 565 }, { "epoch": 0.7764060356652949, "grad_norm": 2.2604219913482666, "learning_rate": 0.0009997325167765264, "loss": 1.222, "step": 566 }, { "epoch": 0.7777777777777778, "grad_norm": 1.4148451089859009, "learning_rate": 0.0009997019742249383, "loss": 0.4528, "step": 567 }, { "epoch": 0.7791495198902606, "grad_norm": 0.7912073731422424, "learning_rate": 0.0009996697814728644, "loss": 0.1328, "step": 568 }, { "epoch": 0.7805212620027435, "grad_norm": 2.348604917526245, "learning_rate": 0.0009996359386384374, "loss": 0.8546, "step": 569 }, { "epoch": 0.7818930041152263, "grad_norm": 1.507812261581421, "learning_rate": 0.000999600445845845, "loss": 0.4279, "step": 570 }, { "epoch": 0.7832647462277091, "grad_norm": 2.647885799407959, "learning_rate": 0.0009995633032253294, "loss": 1.425, "step": 571 }, { "epoch": 0.7846364883401921, "grad_norm": 1.7565921545028687, "learning_rate": 0.0009995245109131869, "loss": 0.4775, "step": 572 }, { "epoch": 0.7860082304526749, "grad_norm": 2.1025984287261963, "learning_rate": 0.000999484069051768, "loss": 0.6325, "step": 573 }, { "epoch": 0.7873799725651578, "grad_norm": 2.177631378173828, "learning_rate": 0.0009994419777894753, "loss": 0.7343, "step": 574 }, { "epoch": 0.7887517146776406, "grad_norm": 2.1677980422973633, "learning_rate": 0.0009993982372807648, "loss": 0.8758, "step": 575 }, { "epoch": 0.7901234567901234, "grad_norm": 2.5000686645507812, "learning_rate": 0.000999352847686144, "loss": 1.4886, "step": 576 }, { "epoch": 0.7914951989026063, "grad_norm": 2.379132032394409, "learning_rate": 0.000999305809172172, "loss": 1.1258, "step": 577 }, { "epoch": 0.7928669410150891, "grad_norm": 2.348276376724243, "learning_rate": 0.0009992571219114585, "loss": 1.0294, "step": 578 }, { "epoch": 0.7942386831275721, "grad_norm": 2.1541614532470703, "learning_rate": 0.000999206786082664, "loss": 1.0091, "step": 579 }, { "epoch": 0.7956104252400549, "grad_norm": 2.221259593963623, "learning_rate": 0.000999154801870497, "loss": 1.4008, "step": 580 }, { "epoch": 0.7969821673525377, "grad_norm": 1.3551172018051147, "learning_rate": 0.0009991011694657167, "loss": 0.4384, "step": 581 }, { "epoch": 0.7983539094650206, "grad_norm": 2.4766149520874023, "learning_rate": 0.000999045889065129, "loss": 1.2668, "step": 582 }, { "epoch": 0.7997256515775034, "grad_norm": 1.6486444473266602, "learning_rate": 0.000998988960871588, "loss": 0.7217, "step": 583 }, { "epoch": 0.8010973936899863, "grad_norm": 2.368161201477051, "learning_rate": 0.0009989303850939937, "loss": 1.242, "step": 584 }, { "epoch": 0.8024691358024691, "grad_norm": 1.684938907623291, "learning_rate": 0.0009988701619472926, "loss": 0.8439, "step": 585 }, { "epoch": 0.803840877914952, "grad_norm": 2.2783966064453125, "learning_rate": 0.0009988082916524762, "loss": 0.876, "step": 586 }, { "epoch": 0.8052126200274349, "grad_norm": 2.324449300765991, "learning_rate": 0.00099874477443658, "loss": 1.194, "step": 587 }, { "epoch": 0.8065843621399177, "grad_norm": 0.8597037196159363, "learning_rate": 0.0009986796105326831, "loss": 0.2045, "step": 588 }, { "epoch": 0.8079561042524005, "grad_norm": 2.2256205081939697, "learning_rate": 0.0009986128001799076, "loss": 1.2798, "step": 589 }, { "epoch": 0.8093278463648834, "grad_norm": 2.1167430877685547, "learning_rate": 0.0009985443436234167, "loss": 0.8574, "step": 590 }, { "epoch": 0.8106995884773662, "grad_norm": 0.10849010199308395, "learning_rate": 0.0009984742411144143, "loss": 0.0082, "step": 591 }, { "epoch": 0.8120713305898491, "grad_norm": 1.1498011350631714, "learning_rate": 0.0009984024929101448, "loss": 0.4044, "step": 592 }, { "epoch": 0.813443072702332, "grad_norm": 1.5021452903747559, "learning_rate": 0.0009983290992738915, "loss": 0.4919, "step": 593 }, { "epoch": 0.8148148148148148, "grad_norm": 2.5541698932647705, "learning_rate": 0.0009982540604749751, "loss": 1.2524, "step": 594 }, { "epoch": 0.8161865569272977, "grad_norm": 2.190497636795044, "learning_rate": 0.000998177376788754, "loss": 0.795, "step": 595 }, { "epoch": 0.8175582990397805, "grad_norm": 2.115995407104492, "learning_rate": 0.000998099048496622, "loss": 0.8756, "step": 596 }, { "epoch": 0.8189300411522634, "grad_norm": 0.6140339374542236, "learning_rate": 0.0009980190758860081, "loss": 0.1396, "step": 597 }, { "epoch": 0.8203017832647462, "grad_norm": 1.3098580837249756, "learning_rate": 0.0009979374592503753, "loss": 0.37, "step": 598 }, { "epoch": 0.821673525377229, "grad_norm": 1.9168777465820312, "learning_rate": 0.0009978541988892192, "loss": 0.8108, "step": 599 }, { "epoch": 0.823045267489712, "grad_norm": 1.329971432685852, "learning_rate": 0.0009977692951080672, "loss": 0.4655, "step": 600 }, { "epoch": 0.8244170096021948, "grad_norm": 1.5312412977218628, "learning_rate": 0.0009976827482184776, "loss": 0.6358, "step": 601 }, { "epoch": 0.8257887517146777, "grad_norm": 2.3435771465301514, "learning_rate": 0.0009975945585380377, "loss": 1.4994, "step": 602 }, { "epoch": 0.8271604938271605, "grad_norm": 1.913093090057373, "learning_rate": 0.0009975047263903632, "loss": 0.7349, "step": 603 }, { "epoch": 0.8285322359396433, "grad_norm": 2.202099323272705, "learning_rate": 0.000997413252105097, "loss": 1.3005, "step": 604 }, { "epoch": 0.8299039780521262, "grad_norm": 1.8408820629119873, "learning_rate": 0.000997320136017908, "loss": 1.019, "step": 605 }, { "epoch": 0.831275720164609, "grad_norm": 2.17401385307312, "learning_rate": 0.0009972253784704896, "loss": 1.0097, "step": 606 }, { "epoch": 0.8326474622770919, "grad_norm": 3.5524911880493164, "learning_rate": 0.0009971289798105585, "loss": 3.3517, "step": 607 }, { "epoch": 0.8340192043895748, "grad_norm": 2.2348220348358154, "learning_rate": 0.0009970309403918537, "loss": 1.3093, "step": 608 }, { "epoch": 0.8353909465020576, "grad_norm": 2.220083713531494, "learning_rate": 0.0009969312605741353, "loss": 1.4763, "step": 609 }, { "epoch": 0.8367626886145405, "grad_norm": 1.5978267192840576, "learning_rate": 0.0009968299407231824, "loss": 0.8629, "step": 610 }, { "epoch": 0.8381344307270233, "grad_norm": 1.6459195613861084, "learning_rate": 0.0009967269812107924, "loss": 0.8401, "step": 611 }, { "epoch": 0.8395061728395061, "grad_norm": 1.993955373764038, "learning_rate": 0.0009966223824147797, "loss": 1.1366, "step": 612 }, { "epoch": 0.840877914951989, "grad_norm": 2.3398549556732178, "learning_rate": 0.0009965161447189742, "loss": 1.4177, "step": 613 }, { "epoch": 0.8422496570644719, "grad_norm": 2.820521116256714, "learning_rate": 0.0009964082685132193, "loss": 2.9207, "step": 614 }, { "epoch": 0.8436213991769548, "grad_norm": 1.454741358757019, "learning_rate": 0.0009962987541933717, "loss": 0.6808, "step": 615 }, { "epoch": 0.8449931412894376, "grad_norm": 1.4422433376312256, "learning_rate": 0.0009961876021612984, "loss": 0.5965, "step": 616 }, { "epoch": 0.8463648834019204, "grad_norm": 0.2472972720861435, "learning_rate": 0.0009960748128248769, "loss": 0.0313, "step": 617 }, { "epoch": 0.8477366255144033, "grad_norm": 1.2811288833618164, "learning_rate": 0.000995960386597992, "loss": 0.8359, "step": 618 }, { "epoch": 0.8491083676268861, "grad_norm": 1.7258317470550537, "learning_rate": 0.0009958443239005362, "loss": 0.9549, "step": 619 }, { "epoch": 0.850480109739369, "grad_norm": 2.052578926086426, "learning_rate": 0.000995726625158406, "loss": 1.2424, "step": 620 }, { "epoch": 0.8518518518518519, "grad_norm": 2.598790407180786, "learning_rate": 0.0009956072908035023, "loss": 1.5772, "step": 621 }, { "epoch": 0.8532235939643347, "grad_norm": 1.8372243642807007, "learning_rate": 0.000995486321273727, "loss": 0.8351, "step": 622 }, { "epoch": 0.8545953360768176, "grad_norm": 2.4052348136901855, "learning_rate": 0.0009953637170129837, "loss": 0.726, "step": 623 }, { "epoch": 0.8559670781893004, "grad_norm": 1.429192066192627, "learning_rate": 0.0009952394784711735, "loss": 0.4982, "step": 624 }, { "epoch": 0.8573388203017832, "grad_norm": 1.8847312927246094, "learning_rate": 0.000995113606104195, "loss": 1.0102, "step": 625 }, { "epoch": 0.8587105624142661, "grad_norm": 1.5976717472076416, "learning_rate": 0.0009949861003739422, "loss": 0.7013, "step": 626 }, { "epoch": 0.8600823045267489, "grad_norm": 0.0, "learning_rate": 0.000994856961748303, "loss": 0.0, "step": 627 }, { "epoch": 0.8614540466392319, "grad_norm": 2.0918030738830566, "learning_rate": 0.000994726190701157, "loss": 0.9771, "step": 628 }, { "epoch": 0.8628257887517147, "grad_norm": 1.5623385906219482, "learning_rate": 0.0009945937877123738, "loss": 0.6401, "step": 629 }, { "epoch": 0.8641975308641975, "grad_norm": 1.988359808921814, "learning_rate": 0.0009944597532678121, "loss": 0.8453, "step": 630 }, { "epoch": 0.8655692729766804, "grad_norm": 1.7483891248703003, "learning_rate": 0.0009943240878593168, "loss": 0.6376, "step": 631 }, { "epoch": 0.8669410150891632, "grad_norm": 1.747367024421692, "learning_rate": 0.000994186791984718, "loss": 0.8945, "step": 632 }, { "epoch": 0.8683127572016461, "grad_norm": 1.7018707990646362, "learning_rate": 0.0009940478661478289, "loss": 0.7919, "step": 633 }, { "epoch": 0.869684499314129, "grad_norm": 2.589437484741211, "learning_rate": 0.0009939073108584432, "loss": 2.7374, "step": 634 }, { "epoch": 0.8710562414266118, "grad_norm": 1.5699372291564941, "learning_rate": 0.0009937651266323352, "loss": 0.6152, "step": 635 }, { "epoch": 0.8724279835390947, "grad_norm": 1.5574616193771362, "learning_rate": 0.0009936213139912556, "loss": 0.7544, "step": 636 }, { "epoch": 0.8737997256515775, "grad_norm": 1.4045825004577637, "learning_rate": 0.0009934758734629308, "loss": 0.764, "step": 637 }, { "epoch": 0.8751714677640604, "grad_norm": 0.0, "learning_rate": 0.0009933288055810616, "loss": 0.0, "step": 638 }, { "epoch": 0.8765432098765432, "grad_norm": 0.1518259048461914, "learning_rate": 0.0009931801108853191, "loss": 0.0341, "step": 639 }, { "epoch": 0.877914951989026, "grad_norm": 1.7389847040176392, "learning_rate": 0.0009930297899213452, "loss": 0.8661, "step": 640 }, { "epoch": 0.879286694101509, "grad_norm": 1.4264923334121704, "learning_rate": 0.0009928778432407492, "loss": 0.5543, "step": 641 }, { "epoch": 0.8806584362139918, "grad_norm": 1.8644518852233887, "learning_rate": 0.0009927242714011055, "loss": 0.7215, "step": 642 }, { "epoch": 0.8820301783264746, "grad_norm": 1.5277243852615356, "learning_rate": 0.0009925690749659527, "loss": 0.5738, "step": 643 }, { "epoch": 0.8834019204389575, "grad_norm": 1.8840594291687012, "learning_rate": 0.0009924122545047907, "loss": 1.2774, "step": 644 }, { "epoch": 0.8847736625514403, "grad_norm": 1.5248987674713135, "learning_rate": 0.000992253810593079, "loss": 0.5194, "step": 645 }, { "epoch": 0.8861454046639232, "grad_norm": 1.2852954864501953, "learning_rate": 0.000992093743812234, "loss": 0.4957, "step": 646 }, { "epoch": 0.887517146776406, "grad_norm": 1.4410088062286377, "learning_rate": 0.0009919320547496276, "loss": 0.6336, "step": 647 }, { "epoch": 0.8888888888888888, "grad_norm": 2.2397258281707764, "learning_rate": 0.0009917687439985848, "loss": 1.3606, "step": 648 }, { "epoch": 0.8902606310013718, "grad_norm": 1.6791517734527588, "learning_rate": 0.000991603812158381, "loss": 0.5841, "step": 649 }, { "epoch": 0.8916323731138546, "grad_norm": 1.8580983877182007, "learning_rate": 0.000991437259834241, "loss": 0.7388, "step": 650 }, { "epoch": 0.8930041152263375, "grad_norm": 0.7454937696456909, "learning_rate": 0.0009912690876373357, "loss": 0.1784, "step": 651 }, { "epoch": 0.8943758573388203, "grad_norm": 1.311299443244934, "learning_rate": 0.0009910992961847797, "loss": 0.8583, "step": 652 }, { "epoch": 0.8957475994513031, "grad_norm": 0.6724503040313721, "learning_rate": 0.00099092788609963, "loss": 0.16, "step": 653 }, { "epoch": 0.897119341563786, "grad_norm": 0.3248959481716156, "learning_rate": 0.0009907548580108834, "loss": 0.0596, "step": 654 }, { "epoch": 0.8984910836762688, "grad_norm": 1.593714714050293, "learning_rate": 0.0009905802125534738, "loss": 0.5839, "step": 655 }, { "epoch": 0.8998628257887518, "grad_norm": 1.5883684158325195, "learning_rate": 0.0009904039503682701, "loss": 0.5885, "step": 656 }, { "epoch": 0.9012345679012346, "grad_norm": 2.72161602973938, "learning_rate": 0.0009902260721020737, "loss": 1.712, "step": 657 }, { "epoch": 0.9026063100137174, "grad_norm": 2.3555116653442383, "learning_rate": 0.0009900465784076168, "loss": 1.1589, "step": 658 }, { "epoch": 0.9039780521262003, "grad_norm": 1.8374806642532349, "learning_rate": 0.0009898654699435586, "loss": 1.062, "step": 659 }, { "epoch": 0.9053497942386831, "grad_norm": 1.2965621948242188, "learning_rate": 0.0009896827473744848, "loss": 0.5203, "step": 660 }, { "epoch": 0.9053497942386831, "eval_Qnli-dev_cosine_accuracy": 0.705078125, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8212183713912964, "eval_Qnli-dev_cosine_ap": 0.7186148814161074, "eval_Qnli-dev_cosine_f1": 0.685823754789272, "eval_Qnli-dev_cosine_f1_threshold": 0.7696558237075806, "eval_Qnli-dev_cosine_precision": 0.6258741258741258, "eval_Qnli-dev_cosine_recall": 0.7584745762711864, "eval_allNLI-dev_cosine_accuracy": 0.765625, "eval_allNLI-dev_cosine_accuracy_threshold": 0.8777807950973511, "eval_allNLI-dev_cosine_ap": 0.6686332553712844, "eval_allNLI-dev_cosine_f1": 0.671201814058957, "eval_allNLI-dev_cosine_f1_threshold": 0.811836838722229, "eval_allNLI-dev_cosine_precision": 0.5522388059701493, "eval_allNLI-dev_cosine_recall": 0.8554913294797688, "eval_sequential_score": 0.7186148814161074, "eval_sts-test_pearson_cosine": 0.8424999179514703, "eval_sts-test_spearman_cosine": 0.8868519917012493, "eval_vitaminc-pairs_loss": 2.4104244709014893, "eval_vitaminc-pairs_runtime": 14.3546, "eval_vitaminc-pairs_samples_per_second": 8.917, "eval_vitaminc-pairs_steps_per_second": 0.07, "step": 660 }, { "epoch": 0.9053497942386831, "eval_negation-triplets_loss": 2.0854151248931885, "eval_negation-triplets_runtime": 1.1542, "eval_negation-triplets_samples_per_second": 110.903, "eval_negation-triplets_steps_per_second": 0.866, "step": 660 }, { "epoch": 0.9053497942386831, "eval_scitail-pairs-pos_loss": 0.174000546336174, "eval_scitail-pairs-pos_runtime": 1.5642, "eval_scitail-pairs-pos_samples_per_second": 81.828, "eval_scitail-pairs-pos_steps_per_second": 0.639, "step": 660 }, { "epoch": 0.9053497942386831, "eval_scitail-pairs-qa_loss": 0.024205714464187622, "eval_scitail-pairs-qa_runtime": 1.2073, "eval_scitail-pairs-qa_samples_per_second": 106.02, "eval_scitail-pairs-qa_steps_per_second": 0.828, "step": 660 }, { "epoch": 0.9053497942386831, "eval_xsum-pairs_loss": 0.6651791930198669, "eval_xsum-pairs_runtime": 6.3082, "eval_xsum-pairs_samples_per_second": 20.291, "eval_xsum-pairs_steps_per_second": 0.159, "step": 660 }, { "epoch": 0.9053497942386831, "eval_sciq_pairs_loss": 0.08112659305334091, "eval_sciq_pairs_runtime": 8.8181, "eval_sciq_pairs_samples_per_second": 14.516, "eval_sciq_pairs_steps_per_second": 0.113, "step": 660 }, { "epoch": 0.9053497942386831, "eval_qasc_pairs_loss": 0.8805878162384033, "eval_qasc_pairs_runtime": 1.3897, "eval_qasc_pairs_samples_per_second": 92.104, "eval_qasc_pairs_steps_per_second": 0.72, "step": 660 }, { "epoch": 0.9053497942386831, "eval_openbookqa_pairs_loss": 1.3323636054992676, "eval_openbookqa_pairs_runtime": 1.1839, "eval_openbookqa_pairs_samples_per_second": 108.119, "eval_openbookqa_pairs_steps_per_second": 0.845, "step": 660 }, { "epoch": 0.9053497942386831, "eval_nq_pairs_loss": 0.882255494594574, "eval_nq_pairs_runtime": 7.889, "eval_nq_pairs_samples_per_second": 16.225, "eval_nq_pairs_steps_per_second": 0.127, "step": 660 }, { "epoch": 0.9053497942386831, "eval_trivia_pairs_loss": 1.2122423648834229, "eval_trivia_pairs_runtime": 8.9233, "eval_trivia_pairs_samples_per_second": 14.344, "eval_trivia_pairs_steps_per_second": 0.112, "step": 660 }, { "epoch": 0.9053497942386831, "eval_gooaq_pairs_loss": 0.7754307389259338, "eval_gooaq_pairs_runtime": 2.0694, "eval_gooaq_pairs_samples_per_second": 61.854, "eval_gooaq_pairs_steps_per_second": 0.483, "step": 660 }, { "epoch": 0.9053497942386831, "eval_paws-pos_loss": 0.03314030170440674, "eval_paws-pos_runtime": 1.5045, "eval_paws-pos_samples_per_second": 85.076, "eval_paws-pos_steps_per_second": 0.665, "step": 660 }, { "epoch": 0.9053497942386831, "eval_global_dataset_loss": 0.24366270005702972, "eval_global_dataset_runtime": 33.3186, "eval_global_dataset_samples_per_second": 11.525, "eval_global_dataset_steps_per_second": 0.06, "step": 660 }, { "epoch": 0.906721536351166, "grad_norm": 1.8050487041473389, "learning_rate": 0.0009894984113709032, "loss": 0.8125, "step": 661 }, { "epoch": 0.9080932784636488, "grad_norm": 1.6021864414215088, "learning_rate": 0.0009893124626092428, "loss": 0.6125, "step": 662 }, { "epoch": 0.9094650205761317, "grad_norm": 1.8087327480316162, "learning_rate": 0.0009891249017718508, "loss": 0.7289, "step": 663 }, { "epoch": 0.9108367626886146, "grad_norm": 1.9543635845184326, "learning_rate": 0.0009889357295469893, "loss": 1.237, "step": 664 }, { "epoch": 0.9122085048010974, "grad_norm": 2.4027888774871826, "learning_rate": 0.0009887449466288336, "loss": 2.274, "step": 665 }, { "epoch": 0.9135802469135802, "grad_norm": 1.611427664756775, "learning_rate": 0.00098855255371747, "loss": 0.7283, "step": 666 }, { "epoch": 0.9149519890260631, "grad_norm": 1.0573492050170898, "learning_rate": 0.0009883585515188926, "loss": 0.5324, "step": 667 }, { "epoch": 0.9163237311385459, "grad_norm": 0.8396095633506775, "learning_rate": 0.0009881629407450007, "loss": 0.3173, "step": 668 }, { "epoch": 0.9176954732510288, "grad_norm": 1.3495731353759766, "learning_rate": 0.0009879657221135959, "loss": 0.7001, "step": 669 }, { "epoch": 0.9190672153635117, "grad_norm": 1.5316470861434937, "learning_rate": 0.0009877668963483807, "loss": 1.0469, "step": 670 }, { "epoch": 0.9204389574759945, "grad_norm": 0.7262068390846252, "learning_rate": 0.0009875664641789544, "loss": 0.1802, "step": 671 }, { "epoch": 0.9218106995884774, "grad_norm": 1.9269604682922363, "learning_rate": 0.0009873644263408117, "loss": 1.0294, "step": 672 }, { "epoch": 0.9231824417009602, "grad_norm": 1.9547969102859497, "learning_rate": 0.0009871607835753391, "loss": 1.1394, "step": 673 }, { "epoch": 0.9245541838134431, "grad_norm": 1.395339846611023, "learning_rate": 0.0009869555366298118, "loss": 0.6619, "step": 674 }, { "epoch": 0.9259259259259259, "grad_norm": 1.4688735008239746, "learning_rate": 0.0009867486862573929, "loss": 0.606, "step": 675 }, { "epoch": 0.9272976680384087, "grad_norm": 3.08390474319458, "learning_rate": 0.0009865402332171278, "loss": 2.8903, "step": 676 }, { "epoch": 0.9286694101508917, "grad_norm": 1.559369683265686, "learning_rate": 0.0009863301782739445, "loss": 0.9967, "step": 677 }, { "epoch": 0.9300411522633745, "grad_norm": 1.3444671630859375, "learning_rate": 0.0009861185221986483, "loss": 0.668, "step": 678 }, { "epoch": 0.9314128943758574, "grad_norm": 1.212170124053955, "learning_rate": 0.00098590526576792, "loss": 0.6055, "step": 679 }, { "epoch": 0.9327846364883402, "grad_norm": 0.26228439807891846, "learning_rate": 0.0009856904097643134, "loss": 0.0423, "step": 680 }, { "epoch": 0.934156378600823, "grad_norm": 1.117007851600647, "learning_rate": 0.0009854739549762517, "loss": 0.5199, "step": 681 }, { "epoch": 0.9355281207133059, "grad_norm": 0.14136677980422974, "learning_rate": 0.0009852559021980244, "loss": 0.027, "step": 682 }, { "epoch": 0.9368998628257887, "grad_norm": 1.8655521869659424, "learning_rate": 0.000985036252229786, "loss": 1.2006, "step": 683 }, { "epoch": 0.9382716049382716, "grad_norm": 2.7191097736358643, "learning_rate": 0.0009848150058775513, "loss": 2.7359, "step": 684 }, { "epoch": 0.9396433470507545, "grad_norm": 2.323805093765259, "learning_rate": 0.000984592163953193, "loss": 1.2884, "step": 685 }, { "epoch": 0.9410150891632373, "grad_norm": 1.5158648490905762, "learning_rate": 0.0009843677272744393, "loss": 0.8306, "step": 686 }, { "epoch": 0.9423868312757202, "grad_norm": 0.14592251181602478, "learning_rate": 0.0009841416966648697, "loss": 0.0149, "step": 687 }, { "epoch": 0.943758573388203, "grad_norm": 1.3281621932983398, "learning_rate": 0.0009839140729539135, "loss": 0.5484, "step": 688 }, { "epoch": 0.9451303155006858, "grad_norm": 1.3377467393875122, "learning_rate": 0.0009836848569768453, "loss": 0.3777, "step": 689 }, { "epoch": 0.9465020576131687, "grad_norm": 2.10798716545105, "learning_rate": 0.000983454049574783, "loss": 1.0078, "step": 690 }, { "epoch": 0.9478737997256516, "grad_norm": 0.0, "learning_rate": 0.0009832216515946843, "loss": 0.0, "step": 691 }, { "epoch": 0.9492455418381345, "grad_norm": 1.8169300556182861, "learning_rate": 0.000982987663889343, "loss": 0.4982, "step": 692 }, { "epoch": 0.9506172839506173, "grad_norm": 4.212324142456055, "learning_rate": 0.0009827520873173872, "loss": 0.9299, "step": 693 }, { "epoch": 0.9519890260631001, "grad_norm": 2.0838160514831543, "learning_rate": 0.0009825149227432753, "loss": 0.9821, "step": 694 }, { "epoch": 0.953360768175583, "grad_norm": 0.9287631511688232, "learning_rate": 0.0009822761710372926, "loss": 0.126, "step": 695 }, { "epoch": 0.9547325102880658, "grad_norm": 1.845534086227417, "learning_rate": 0.0009820358330755485, "loss": 0.9357, "step": 696 }, { "epoch": 0.9561042524005487, "grad_norm": 1.9858702421188354, "learning_rate": 0.0009817939097399738, "loss": 0.9327, "step": 697 }, { "epoch": 0.9574759945130316, "grad_norm": 2.7823987007141113, "learning_rate": 0.000981550401918316, "loss": 0.5134, "step": 698 }, { "epoch": 0.9588477366255144, "grad_norm": 1.6842830181121826, "learning_rate": 0.0009813053105041374, "loss": 0.9199, "step": 699 }, { "epoch": 0.9602194787379973, "grad_norm": 2.740748882293701, "learning_rate": 0.0009810586363968115, "loss": 0.4819, "step": 700 }, { "epoch": 0.9615912208504801, "grad_norm": 1.9738132953643799, "learning_rate": 0.0009808103805015193, "loss": 1.3836, "step": 701 }, { "epoch": 0.9629629629629629, "grad_norm": 1.3568272590637207, "learning_rate": 0.0009805605437292466, "loss": 0.5922, "step": 702 }, { "epoch": 0.9643347050754458, "grad_norm": 1.3056647777557373, "learning_rate": 0.0009803091269967798, "loss": 0.6897, "step": 703 }, { "epoch": 0.9657064471879286, "grad_norm": 1.3313848972320557, "learning_rate": 0.0009800561312267033, "loss": 0.6079, "step": 704 }, { "epoch": 0.9670781893004116, "grad_norm": 0.29244112968444824, "learning_rate": 0.0009798015573473959, "loss": 0.0456, "step": 705 }, { "epoch": 0.9684499314128944, "grad_norm": 1.086900234222412, "learning_rate": 0.0009795454062930273, "loss": 0.5054, "step": 706 }, { "epoch": 0.9698216735253772, "grad_norm": 2.065800666809082, "learning_rate": 0.0009792876790035545, "loss": 1.1145, "step": 707 }, { "epoch": 0.9711934156378601, "grad_norm": 1.428763508796692, "learning_rate": 0.0009790283764247187, "loss": 0.6606, "step": 708 }, { "epoch": 0.9725651577503429, "grad_norm": 1.5778110027313232, "learning_rate": 0.000978767499508042, "loss": 0.824, "step": 709 }, { "epoch": 0.9739368998628258, "grad_norm": 1.6329480409622192, "learning_rate": 0.000978505049210823, "loss": 0.7261, "step": 710 }, { "epoch": 0.9753086419753086, "grad_norm": 0.0, "learning_rate": 0.0009782410264961346, "loss": 0.0, "step": 711 }, { "epoch": 0.9766803840877915, "grad_norm": 1.2380640506744385, "learning_rate": 0.0009779754323328191, "loss": 0.4709, "step": 712 }, { "epoch": 0.9780521262002744, "grad_norm": 1.931005835533142, "learning_rate": 0.0009777082676954854, "loss": 0.8106, "step": 713 }, { "epoch": 0.9794238683127572, "grad_norm": 3.596893072128296, "learning_rate": 0.0009774395335645058, "loss": 0.9323, "step": 714 }, { "epoch": 0.9807956104252401, "grad_norm": 2.934410333633423, "learning_rate": 0.0009771692309260116, "loss": 0.4457, "step": 715 }, { "epoch": 0.9821673525377229, "grad_norm": 1.522354245185852, "learning_rate": 0.0009768973607718896, "loss": 0.892, "step": 716 }, { "epoch": 0.9835390946502057, "grad_norm": 0.008752044290304184, "learning_rate": 0.000976623924099779, "loss": 0.0004, "step": 717 }, { "epoch": 0.9849108367626886, "grad_norm": 1.9101074934005737, "learning_rate": 0.0009763489219130669, "loss": 0.4401, "step": 718 }, { "epoch": 0.9862825788751715, "grad_norm": 1.5685993432998657, "learning_rate": 0.000976072355220886, "loss": 0.6879, "step": 719 }, { "epoch": 0.9876543209876543, "grad_norm": 1.2950056791305542, "learning_rate": 0.0009757942250381094, "loss": 0.5459, "step": 720 }, { "epoch": 0.9890260631001372, "grad_norm": 1.4739328622817993, "learning_rate": 0.0009755145323853476, "loss": 0.5961, "step": 721 }, { "epoch": 0.99039780521262, "grad_norm": 1.3605318069458008, "learning_rate": 0.0009752332782889445, "loss": 0.525, "step": 722 }, { "epoch": 0.9917695473251029, "grad_norm": 1.3376563787460327, "learning_rate": 0.0009749504637809742, "loss": 0.4761, "step": 723 }, { "epoch": 0.9931412894375857, "grad_norm": 1.6065219640731812, "learning_rate": 0.0009746660898992362, "loss": 0.6615, "step": 724 }, { "epoch": 0.9945130315500685, "grad_norm": 2.057121753692627, "learning_rate": 0.0009743801576872529, "loss": 0.2234, "step": 725 }, { "epoch": 0.9958847736625515, "grad_norm": 1.6144764423370361, "learning_rate": 0.0009740926681942644, "loss": 0.7386, "step": 726 }, { "epoch": 0.9972565157750343, "grad_norm": 1.6106828451156616, "learning_rate": 0.000973803622475226, "loss": 0.6143, "step": 727 }, { "epoch": 0.9986282578875172, "grad_norm": 2.7121546268463135, "learning_rate": 0.0009735130215908027, "loss": 0.2098, "step": 728 }, { "epoch": 1.0, "grad_norm": 3.613818407058716, "learning_rate": 0.000973220866607367, "loss": 0.9473, "step": 729 }, { "epoch": 1.0013717421124828, "grad_norm": 1.3742542266845703, "learning_rate": 0.0009729271585969944, "loss": 1.0674, "step": 730 }, { "epoch": 1.0027434842249656, "grad_norm": 1.2879219055175781, "learning_rate": 0.0009726318986374583, "loss": 0.6253, "step": 731 }, { "epoch": 1.0041152263374487, "grad_norm": 1.6723568439483643, "learning_rate": 0.0009723350878122281, "loss": 1.1695, "step": 732 }, { "epoch": 1.0054869684499315, "grad_norm": 1.352607011795044, "learning_rate": 0.0009720367272104635, "loss": 0.7821, "step": 733 }, { "epoch": 1.0068587105624143, "grad_norm": 1.9459525346755981, "learning_rate": 0.0009717368179270114, "loss": 1.3219, "step": 734 }, { "epoch": 1.008230452674897, "grad_norm": 1.2547602653503418, "learning_rate": 0.0009714353610624018, "loss": 0.5477, "step": 735 }, { "epoch": 1.00960219478738, "grad_norm": 1.3829255104064941, "learning_rate": 0.0009711323577228433, "loss": 0.586, "step": 736 }, { "epoch": 1.010973936899863, "grad_norm": 2.543593168258667, "learning_rate": 0.0009708278090202196, "loss": 2.7577, "step": 737 }, { "epoch": 1.0123456790123457, "grad_norm": 1.2957632541656494, "learning_rate": 0.000970521716072085, "loss": 0.5702, "step": 738 }, { "epoch": 1.0137174211248285, "grad_norm": 1.436959147453308, "learning_rate": 0.0009702140800016606, "loss": 0.7072, "step": 739 }, { "epoch": 1.0150891632373114, "grad_norm": 1.2317531108856201, "learning_rate": 0.0009699049019378303, "loss": 0.6435, "step": 740 }, { "epoch": 1.0164609053497942, "grad_norm": 1.547977089881897, "learning_rate": 0.0009695941830151357, "loss": 1.0398, "step": 741 }, { "epoch": 1.0178326474622772, "grad_norm": 0.8504058122634888, "learning_rate": 0.0009692819243737734, "loss": 0.3255, "step": 742 }, { "epoch": 1.01920438957476, "grad_norm": 0.9661345481872559, "learning_rate": 0.0009689681271595893, "loss": 0.4854, "step": 743 }, { "epoch": 1.0205761316872428, "grad_norm": 1.3813225030899048, "learning_rate": 0.0009686527925240763, "loss": 0.7538, "step": 744 }, { "epoch": 1.0219478737997256, "grad_norm": 1.557174563407898, "learning_rate": 0.0009683359216243677, "loss": 0.8678, "step": 745 }, { "epoch": 1.0233196159122084, "grad_norm": 1.7113001346588135, "learning_rate": 0.0009680175156232348, "loss": 1.1826, "step": 746 }, { "epoch": 1.0246913580246915, "grad_norm": 0.5500476360321045, "learning_rate": 0.000967697575689082, "loss": 0.1444, "step": 747 }, { "epoch": 1.0260631001371743, "grad_norm": 1.592626929283142, "learning_rate": 0.0009673761029959427, "loss": 0.6853, "step": 748 }, { "epoch": 1.027434842249657, "grad_norm": 0.5350927114486694, "learning_rate": 0.0009670530987234742, "loss": 0.0938, "step": 749 }, { "epoch": 1.02880658436214, "grad_norm": 1.7295268774032593, "learning_rate": 0.0009667285640569544, "loss": 1.1651, "step": 750 }, { "epoch": 1.0301783264746227, "grad_norm": 2.3311941623687744, "learning_rate": 0.0009664025001872773, "loss": 1.3879, "step": 751 }, { "epoch": 1.0315500685871055, "grad_norm": 1.8849881887435913, "learning_rate": 0.0009660749083109482, "loss": 0.8814, "step": 752 }, { "epoch": 1.0329218106995885, "grad_norm": 2.384006977081299, "learning_rate": 0.000965745789630079, "loss": 1.4394, "step": 753 }, { "epoch": 1.0342935528120714, "grad_norm": 2.0547990798950195, "learning_rate": 0.0009654151453523849, "loss": 1.0803, "step": 754 }, { "epoch": 1.0356652949245542, "grad_norm": 1.5164790153503418, "learning_rate": 0.0009650829766911791, "loss": 0.999, "step": 755 }, { "epoch": 1.037037037037037, "grad_norm": 0.14709718525409698, "learning_rate": 0.0009647492848653688, "loss": 0.0263, "step": 756 }, { "epoch": 1.0384087791495198, "grad_norm": 1.7678200006484985, "learning_rate": 0.0009644140710994499, "loss": 1.3087, "step": 757 }, { "epoch": 1.0397805212620028, "grad_norm": 1.449784517288208, "learning_rate": 0.0009640773366235037, "loss": 0.8582, "step": 758 }, { "epoch": 1.0411522633744856, "grad_norm": 1.5782291889190674, "learning_rate": 0.000963739082673192, "loss": 1.2331, "step": 759 }, { "epoch": 1.0425240054869684, "grad_norm": 1.7318320274353027, "learning_rate": 0.0009633993104897516, "loss": 1.153, "step": 760 }, { "epoch": 1.0438957475994513, "grad_norm": 1.2774981260299683, "learning_rate": 0.000963058021319991, "loss": 0.7105, "step": 761 }, { "epoch": 1.045267489711934, "grad_norm": 1.151254653930664, "learning_rate": 0.0009627152164162854, "loss": 0.4483, "step": 762 }, { "epoch": 1.046639231824417, "grad_norm": 1.1768347024917603, "learning_rate": 0.000962370897036572, "loss": 0.509, "step": 763 }, { "epoch": 1.0480109739369, "grad_norm": 1.2135556936264038, "learning_rate": 0.0009620250644443453, "loss": 0.5256, "step": 764 }, { "epoch": 1.0493827160493827, "grad_norm": 1.44373619556427, "learning_rate": 0.0009616777199086528, "loss": 1.0534, "step": 765 }, { "epoch": 1.0507544581618655, "grad_norm": 0.7816022634506226, "learning_rate": 0.0009613288647040898, "loss": 0.3023, "step": 766 }, { "epoch": 1.0521262002743483, "grad_norm": 1.0203887224197388, "learning_rate": 0.0009609785001107956, "loss": 0.485, "step": 767 }, { "epoch": 1.0534979423868314, "grad_norm": 2.1880743503570557, "learning_rate": 0.0009606266274144476, "loss": 2.504, "step": 768 }, { "epoch": 1.0548696844993142, "grad_norm": 1.410413384437561, "learning_rate": 0.0009602732479062577, "loss": 0.6644, "step": 769 }, { "epoch": 1.056241426611797, "grad_norm": 0.8773303627967834, "learning_rate": 0.0009599183628829671, "loss": 0.315, "step": 770 }, { "epoch": 1.056241426611797, "eval_Qnli-dev_cosine_accuracy": 0.671875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.814854085445404, "eval_Qnli-dev_cosine_ap": 0.7068053601409796, "eval_Qnli-dev_cosine_f1": 0.674074074074074, "eval_Qnli-dev_cosine_f1_threshold": 0.7766687273979187, "eval_Qnli-dev_cosine_precision": 0.5986842105263158, "eval_Qnli-dev_cosine_recall": 0.7711864406779662, "eval_allNLI-dev_cosine_accuracy": 0.73828125, "eval_allNLI-dev_cosine_accuracy_threshold": 0.8861159086227417, "eval_allNLI-dev_cosine_ap": 0.6420317420284644, "eval_allNLI-dev_cosine_f1": 0.6635071090047393, "eval_allNLI-dev_cosine_f1_threshold": 0.8311915397644043, "eval_allNLI-dev_cosine_precision": 0.5622489959839357, "eval_allNLI-dev_cosine_recall": 0.8092485549132948, "eval_sequential_score": 0.7068053601409796, "eval_sts-test_pearson_cosine": 0.8217207063377605, "eval_sts-test_spearman_cosine": 0.8811758759601482, "eval_vitaminc-pairs_loss": 2.6132569313049316, "eval_vitaminc-pairs_runtime": 14.304, "eval_vitaminc-pairs_samples_per_second": 8.949, "eval_vitaminc-pairs_steps_per_second": 0.07, "step": 770 }, { "epoch": 1.056241426611797, "eval_negation-triplets_loss": 2.132938861846924, "eval_negation-triplets_runtime": 1.1478, "eval_negation-triplets_samples_per_second": 111.519, "eval_negation-triplets_steps_per_second": 0.871, "step": 770 }, { "epoch": 1.056241426611797, "eval_scitail-pairs-pos_loss": 0.07428418844938278, "eval_scitail-pairs-pos_runtime": 1.5461, "eval_scitail-pairs-pos_samples_per_second": 82.787, "eval_scitail-pairs-pos_steps_per_second": 0.647, "step": 770 }, { "epoch": 1.056241426611797, "eval_scitail-pairs-qa_loss": 0.08091621100902557, "eval_scitail-pairs-qa_runtime": 1.2038, "eval_scitail-pairs-qa_samples_per_second": 106.326, "eval_scitail-pairs-qa_steps_per_second": 0.831, "step": 770 }, { "epoch": 1.056241426611797, "eval_xsum-pairs_loss": 0.5966969132423401, "eval_xsum-pairs_runtime": 6.2886, "eval_xsum-pairs_samples_per_second": 20.354, "eval_xsum-pairs_steps_per_second": 0.159, "step": 770 }, { "epoch": 1.056241426611797, "eval_sciq_pairs_loss": 0.07557538151741028, "eval_sciq_pairs_runtime": 8.8359, "eval_sciq_pairs_samples_per_second": 14.486, "eval_sciq_pairs_steps_per_second": 0.113, "step": 770 }, { "epoch": 1.056241426611797, "eval_qasc_pairs_loss": 0.7843579649925232, "eval_qasc_pairs_runtime": 1.3845, "eval_qasc_pairs_samples_per_second": 92.455, "eval_qasc_pairs_steps_per_second": 0.722, "step": 770 }, { "epoch": 1.056241426611797, "eval_openbookqa_pairs_loss": 1.2132459878921509, "eval_openbookqa_pairs_runtime": 1.1796, "eval_openbookqa_pairs_samples_per_second": 108.51, "eval_openbookqa_pairs_steps_per_second": 0.848, "step": 770 }, { "epoch": 1.056241426611797, "eval_nq_pairs_loss": 0.6117019653320312, "eval_nq_pairs_runtime": 7.8794, "eval_nq_pairs_samples_per_second": 16.245, "eval_nq_pairs_steps_per_second": 0.127, "step": 770 }, { "epoch": 1.056241426611797, "eval_trivia_pairs_loss": 1.201032042503357, "eval_trivia_pairs_runtime": 8.9312, "eval_trivia_pairs_samples_per_second": 14.332, "eval_trivia_pairs_steps_per_second": 0.112, "step": 770 }, { "epoch": 1.056241426611797, "eval_gooaq_pairs_loss": 0.6824722290039062, "eval_gooaq_pairs_runtime": 2.0669, "eval_gooaq_pairs_samples_per_second": 61.929, "eval_gooaq_pairs_steps_per_second": 0.484, "step": 770 }, { "epoch": 1.056241426611797, "eval_paws-pos_loss": 0.0346776507794857, "eval_paws-pos_runtime": 1.5045, "eval_paws-pos_samples_per_second": 85.081, "eval_paws-pos_steps_per_second": 0.665, "step": 770 }, { "epoch": 1.056241426611797, "eval_global_dataset_loss": 0.2154615968465805, "eval_global_dataset_runtime": 33.2725, "eval_global_dataset_samples_per_second": 11.541, "eval_global_dataset_steps_per_second": 0.06, "step": 770 }, { "epoch": 1.0576131687242798, "grad_norm": 2.182539939880371, "learning_rate": 0.0009595619736468414, "loss": 1.2877, "step": 771 }, { "epoch": 1.0589849108367626, "grad_norm": 0.7996990084648132, "learning_rate": 0.0009592040815056662, "loss": 0.2366, "step": 772 }, { "epoch": 1.0603566529492456, "grad_norm": 1.3453471660614014, "learning_rate": 0.0009588446877727416, "loss": 0.7266, "step": 773 }, { "epoch": 1.0617283950617284, "grad_norm": 1.4371206760406494, "learning_rate": 0.0009584837937668784, "loss": 0.7014, "step": 774 }, { "epoch": 1.0631001371742113, "grad_norm": 1.5218498706817627, "learning_rate": 0.0009581214008123924, "loss": 1.1267, "step": 775 }, { "epoch": 1.064471879286694, "grad_norm": 1.5613763332366943, "learning_rate": 0.0009577575102390998, "loss": 1.118, "step": 776 }, { "epoch": 1.0658436213991769, "grad_norm": 1.1349512338638306, "learning_rate": 0.0009573921233823129, "loss": 0.9615, "step": 777 }, { "epoch": 1.06721536351166, "grad_norm": 1.3341729640960693, "learning_rate": 0.0009570252415828337, "loss": 0.4946, "step": 778 }, { "epoch": 1.0685871056241427, "grad_norm": 1.9713042974472046, "learning_rate": 0.0009566568661869511, "loss": 1.3275, "step": 779 }, { "epoch": 1.0699588477366255, "grad_norm": 0.9707056283950806, "learning_rate": 0.000956286998546434, "loss": 0.3784, "step": 780 }, { "epoch": 1.0713305898491083, "grad_norm": 2.2192482948303223, "learning_rate": 0.0009559156400185271, "loss": 2.5881, "step": 781 }, { "epoch": 1.0727023319615911, "grad_norm": 1.0046429634094238, "learning_rate": 0.0009555427919659469, "loss": 0.4091, "step": 782 }, { "epoch": 1.074074074074074, "grad_norm": 1.3024638891220093, "learning_rate": 0.0009551684557568748, "loss": 0.5982, "step": 783 }, { "epoch": 1.075445816186557, "grad_norm": 0.0879034623503685, "learning_rate": 0.0009547926327649534, "loss": 0.0227, "step": 784 }, { "epoch": 1.0768175582990398, "grad_norm": 1.1643495559692383, "learning_rate": 0.0009544153243692813, "loss": 0.6449, "step": 785 }, { "epoch": 1.0781893004115226, "grad_norm": 1.0957930088043213, "learning_rate": 0.0009540365319544075, "loss": 0.5379, "step": 786 }, { "epoch": 1.0795610425240054, "grad_norm": 1.4604713916778564, "learning_rate": 0.000953656256910327, "loss": 1.2099, "step": 787 }, { "epoch": 1.0809327846364885, "grad_norm": 1.1882197856903076, "learning_rate": 0.000953274500632475, "loss": 0.5034, "step": 788 }, { "epoch": 1.0823045267489713, "grad_norm": 1.0302724838256836, "learning_rate": 0.0009528912645217226, "loss": 0.4975, "step": 789 }, { "epoch": 1.083676268861454, "grad_norm": 0.8519008755683899, "learning_rate": 0.000952506549984371, "loss": 0.2687, "step": 790 }, { "epoch": 1.0850480109739369, "grad_norm": 1.4866607189178467, "learning_rate": 0.0009521203584321461, "loss": 0.9273, "step": 791 }, { "epoch": 1.0864197530864197, "grad_norm": 1.2431771755218506, "learning_rate": 0.0009517326912821946, "loss": 0.5536, "step": 792 }, { "epoch": 1.0877914951989025, "grad_norm": 0.11001141369342804, "learning_rate": 0.0009513435499570777, "loss": 0.0154, "step": 793 }, { "epoch": 1.0891632373113855, "grad_norm": 1.7603157758712769, "learning_rate": 0.0009509529358847655, "loss": 0.9278, "step": 794 }, { "epoch": 1.0905349794238683, "grad_norm": 1.3704885244369507, "learning_rate": 0.0009505608504986334, "loss": 0.5601, "step": 795 }, { "epoch": 1.0919067215363512, "grad_norm": 1.5036773681640625, "learning_rate": 0.0009501672952374551, "loss": 0.5198, "step": 796 }, { "epoch": 1.093278463648834, "grad_norm": 1.9286489486694336, "learning_rate": 0.0009497722715453985, "loss": 1.1777, "step": 797 }, { "epoch": 1.0946502057613168, "grad_norm": 1.4159934520721436, "learning_rate": 0.0009493757808720196, "loss": 0.8035, "step": 798 }, { "epoch": 1.0960219478737998, "grad_norm": 1.782509207725525, "learning_rate": 0.0009489778246722578, "loss": 1.0265, "step": 799 }, { "epoch": 1.0973936899862826, "grad_norm": 0.5141792297363281, "learning_rate": 0.0009485784044064304, "loss": 0.092, "step": 800 }, { "epoch": 1.0987654320987654, "grad_norm": 1.107999324798584, "learning_rate": 0.000948177521540227, "loss": 0.3972, "step": 801 }, { "epoch": 1.1001371742112482, "grad_norm": 1.4391822814941406, "learning_rate": 0.0009477751775447043, "loss": 0.7188, "step": 802 }, { "epoch": 1.101508916323731, "grad_norm": 0.36844563484191895, "learning_rate": 0.0009473713738962807, "loss": 0.0339, "step": 803 }, { "epoch": 1.102880658436214, "grad_norm": 0.1568753868341446, "learning_rate": 0.0009469661120767307, "loss": 0.0561, "step": 804 }, { "epoch": 1.1042524005486969, "grad_norm": 1.6684329509735107, "learning_rate": 0.0009465593935731799, "loss": 0.9105, "step": 805 }, { "epoch": 1.1056241426611797, "grad_norm": 1.4347095489501953, "learning_rate": 0.0009461512198780989, "loss": 1.0564, "step": 806 }, { "epoch": 1.1069958847736625, "grad_norm": 1.244839072227478, "learning_rate": 0.0009457415924892987, "loss": 0.4831, "step": 807 }, { "epoch": 1.1083676268861453, "grad_norm": 0.11359336227178574, "learning_rate": 0.0009453305129099241, "loss": 0.0249, "step": 808 }, { "epoch": 1.1097393689986284, "grad_norm": 1.7081202268600464, "learning_rate": 0.0009449179826484494, "loss": 1.028, "step": 809 }, { "epoch": 1.1111111111111112, "grad_norm": 1.129709243774414, "learning_rate": 0.0009445040032186714, "loss": 0.8074, "step": 810 }, { "epoch": 1.112482853223594, "grad_norm": 1.416955828666687, "learning_rate": 0.0009440885761397055, "loss": 0.7905, "step": 811 }, { "epoch": 1.1138545953360768, "grad_norm": 1.422277569770813, "learning_rate": 0.0009436717029359794, "loss": 0.6485, "step": 812 }, { "epoch": 1.1152263374485596, "grad_norm": 1.5454785823822021, "learning_rate": 0.0009432533851372263, "loss": 0.9483, "step": 813 }, { "epoch": 1.1165980795610426, "grad_norm": 1.5955668687820435, "learning_rate": 0.0009428336242784815, "loss": 0.7743, "step": 814 }, { "epoch": 1.1179698216735254, "grad_norm": 1.4997410774230957, "learning_rate": 0.0009424124219000753, "loss": 0.9345, "step": 815 }, { "epoch": 1.1193415637860082, "grad_norm": 1.551510214805603, "learning_rate": 0.0009419897795476276, "loss": 0.994, "step": 816 }, { "epoch": 1.120713305898491, "grad_norm": 1.4581773281097412, "learning_rate": 0.0009415656987720426, "loss": 0.763, "step": 817 }, { "epoch": 1.1220850480109739, "grad_norm": 0.4800634980201721, "learning_rate": 0.0009411401811295024, "loss": 0.0999, "step": 818 }, { "epoch": 1.123456790123457, "grad_norm": 1.3740246295928955, "learning_rate": 0.0009407132281814625, "loss": 0.866, "step": 819 }, { "epoch": 1.1248285322359397, "grad_norm": 0.04215388000011444, "learning_rate": 0.0009402848414946445, "loss": 0.0044, "step": 820 }, { "epoch": 1.1262002743484225, "grad_norm": 1.014538049697876, "learning_rate": 0.0009398550226410315, "loss": 0.4619, "step": 821 }, { "epoch": 1.1275720164609053, "grad_norm": 1.8286973237991333, "learning_rate": 0.0009394237731978624, "loss": 0.9776, "step": 822 }, { "epoch": 1.1289437585733881, "grad_norm": 1.2532325983047485, "learning_rate": 0.0009389910947476251, "loss": 0.5966, "step": 823 }, { "epoch": 1.130315500685871, "grad_norm": 0.9711207747459412, "learning_rate": 0.0009385569888780516, "loss": 0.3389, "step": 824 }, { "epoch": 1.131687242798354, "grad_norm": 1.085077166557312, "learning_rate": 0.0009381214571821118, "loss": 0.4415, "step": 825 }, { "epoch": 1.1330589849108368, "grad_norm": 1.7634426355361938, "learning_rate": 0.0009376845012580078, "loss": 1.0464, "step": 826 }, { "epoch": 1.1344307270233196, "grad_norm": 1.824653148651123, "learning_rate": 0.0009372461227091678, "loss": 1.2186, "step": 827 }, { "epoch": 1.1358024691358024, "grad_norm": 1.3176405429840088, "learning_rate": 0.0009368063231442405, "loss": 0.8022, "step": 828 }, { "epoch": 1.1371742112482854, "grad_norm": 1.768389105796814, "learning_rate": 0.0009363651041770892, "loss": 0.9649, "step": 829 }, { "epoch": 1.1385459533607682, "grad_norm": 1.4625869989395142, "learning_rate": 0.0009359224674267856, "loss": 0.7304, "step": 830 }, { "epoch": 1.139917695473251, "grad_norm": 1.2580175399780273, "learning_rate": 0.000935478414517604, "loss": 0.6431, "step": 831 }, { "epoch": 1.1412894375857339, "grad_norm": 1.6227208375930786, "learning_rate": 0.0009350329470790153, "loss": 1.0951, "step": 832 }, { "epoch": 1.1426611796982167, "grad_norm": 0.8904606699943542, "learning_rate": 0.0009345860667456814, "loss": 0.3192, "step": 833 }, { "epoch": 1.1440329218106995, "grad_norm": 1.1826539039611816, "learning_rate": 0.0009341377751574485, "loss": 0.5565, "step": 834 }, { "epoch": 1.1454046639231825, "grad_norm": 1.4180018901824951, "learning_rate": 0.0009336880739593415, "loss": 0.9978, "step": 835 }, { "epoch": 1.1467764060356653, "grad_norm": 0.8679835200309753, "learning_rate": 0.0009332369648015582, "loss": 0.6324, "step": 836 }, { "epoch": 1.1481481481481481, "grad_norm": 1.2708864212036133, "learning_rate": 0.0009327844493394632, "loss": 0.7331, "step": 837 }, { "epoch": 1.149519890260631, "grad_norm": 1.229516625404358, "learning_rate": 0.0009323305292335806, "loss": 0.5068, "step": 838 }, { "epoch": 1.1508916323731138, "grad_norm": 2.050509452819824, "learning_rate": 0.0009318752061495895, "loss": 1.303, "step": 839 }, { "epoch": 1.1522633744855968, "grad_norm": 1.1115632057189941, "learning_rate": 0.0009314184817583175, "loss": 0.4929, "step": 840 }, { "epoch": 1.1536351165980796, "grad_norm": 1.490692377090454, "learning_rate": 0.0009309603577357343, "loss": 0.7712, "step": 841 }, { "epoch": 1.1550068587105624, "grad_norm": 1.0925594568252563, "learning_rate": 0.0009305008357629452, "loss": 0.9389, "step": 842 }, { "epoch": 1.1563786008230452, "grad_norm": 0.39707836508750916, "learning_rate": 0.0009300399175261858, "loss": 0.0754, "step": 843 }, { "epoch": 1.157750342935528, "grad_norm": 1.3847075700759888, "learning_rate": 0.0009295776047168147, "loss": 0.7039, "step": 844 }, { "epoch": 1.159122085048011, "grad_norm": 0.7433251142501831, "learning_rate": 0.0009291138990313089, "loss": 0.3222, "step": 845 }, { "epoch": 1.1604938271604939, "grad_norm": 1.616162657737732, "learning_rate": 0.0009286488021712558, "loss": 1.268, "step": 846 }, { "epoch": 1.1618655692729767, "grad_norm": 1.4475303888320923, "learning_rate": 0.0009281823158433483, "loss": 0.7463, "step": 847 }, { "epoch": 1.1632373113854595, "grad_norm": 0.5591118931770325, "learning_rate": 0.0009277144417593776, "loss": 0.1299, "step": 848 }, { "epoch": 1.1646090534979423, "grad_norm": 1.0664170980453491, "learning_rate": 0.0009272451816362275, "loss": 0.485, "step": 849 }, { "epoch": 1.1659807956104253, "grad_norm": 1.5471608638763428, "learning_rate": 0.0009267745371958679, "loss": 0.8352, "step": 850 }, { "epoch": 1.1673525377229081, "grad_norm": 0.8688656687736511, "learning_rate": 0.0009263025101653488, "loss": 0.3851, "step": 851 }, { "epoch": 1.168724279835391, "grad_norm": 0.22162756323814392, "learning_rate": 0.0009258291022767931, "loss": 0.0474, "step": 852 }, { "epoch": 1.1700960219478738, "grad_norm": 0.2703648507595062, "learning_rate": 0.0009253543152673915, "loss": 0.0516, "step": 853 }, { "epoch": 1.1714677640603566, "grad_norm": 2.8573837280273438, "learning_rate": 0.0009248781508793949, "loss": 3.1361, "step": 854 }, { "epoch": 1.1728395061728394, "grad_norm": 2.351766586303711, "learning_rate": 0.0009244006108601086, "loss": 1.6477, "step": 855 }, { "epoch": 1.1742112482853224, "grad_norm": 1.4621500968933105, "learning_rate": 0.0009239216969618862, "loss": 1.0224, "step": 856 }, { "epoch": 1.1755829903978052, "grad_norm": 0.7923703789710999, "learning_rate": 0.0009234414109421227, "loss": 0.2316, "step": 857 }, { "epoch": 1.176954732510288, "grad_norm": 1.5916928052902222, "learning_rate": 0.0009229597545632475, "loss": 1.3128, "step": 858 }, { "epoch": 1.1783264746227708, "grad_norm": 1.5192334651947021, "learning_rate": 0.0009224767295927197, "loss": 0.8875, "step": 859 }, { "epoch": 1.1796982167352539, "grad_norm": 1.1825644969940186, "learning_rate": 0.0009219923378030198, "loss": 0.5464, "step": 860 }, { "epoch": 1.1810699588477367, "grad_norm": 1.6619049310684204, "learning_rate": 0.0009215065809716435, "loss": 1.0535, "step": 861 }, { "epoch": 1.1824417009602195, "grad_norm": 1.2359375953674316, "learning_rate": 0.0009210194608810971, "loss": 0.6007, "step": 862 }, { "epoch": 1.1838134430727023, "grad_norm": 1.2766097784042358, "learning_rate": 0.0009205309793188875, "loss": 0.6007, "step": 863 }, { "epoch": 1.1851851851851851, "grad_norm": 0.8956004977226257, "learning_rate": 0.0009200411380775192, "loss": 0.5336, "step": 864 }, { "epoch": 1.186556927297668, "grad_norm": 1.2947998046875, "learning_rate": 0.000919549938954485, "loss": 0.5458, "step": 865 }, { "epoch": 1.187928669410151, "grad_norm": 2.1609323024749756, "learning_rate": 0.0009190573837522612, "loss": 2.6501, "step": 866 }, { "epoch": 1.1893004115226338, "grad_norm": 1.3712961673736572, "learning_rate": 0.0009185634742782999, "loss": 0.8157, "step": 867 }, { "epoch": 1.1906721536351166, "grad_norm": 0.14107005298137665, "learning_rate": 0.000918068212345023, "loss": 0.0466, "step": 868 }, { "epoch": 1.1920438957475994, "grad_norm": 1.436710238456726, "learning_rate": 0.0009175715997698149, "loss": 1.2872, "step": 869 }, { "epoch": 1.1934156378600824, "grad_norm": 0.8854731321334839, "learning_rate": 0.000917073638375017, "loss": 0.4272, "step": 870 }, { "epoch": 1.1947873799725652, "grad_norm": 0.01813948154449463, "learning_rate": 0.0009165743299879194, "loss": 0.0017, "step": 871 }, { "epoch": 1.196159122085048, "grad_norm": 1.189801573753357, "learning_rate": 0.0009160736764407554, "loss": 0.452, "step": 872 }, { "epoch": 1.1975308641975309, "grad_norm": 1.2418094873428345, "learning_rate": 0.0009155716795706948, "loss": 0.5653, "step": 873 }, { "epoch": 1.1989026063100137, "grad_norm": 0.8849117755889893, "learning_rate": 0.0009150683412198361, "loss": 0.3144, "step": 874 }, { "epoch": 1.2002743484224965, "grad_norm": 1.9851653575897217, "learning_rate": 0.0009145636632352008, "loss": 2.2342, "step": 875 }, { "epoch": 1.2016460905349795, "grad_norm": 1.5564216375350952, "learning_rate": 0.0009140576474687263, "loss": 1.0388, "step": 876 }, { "epoch": 1.2030178326474623, "grad_norm": 1.474658489227295, "learning_rate": 0.0009135502957772589, "loss": 0.7973, "step": 877 }, { "epoch": 1.2043895747599451, "grad_norm": 0.983353853225708, "learning_rate": 0.0009130416100225472, "loss": 0.7075, "step": 878 }, { "epoch": 1.205761316872428, "grad_norm": 1.2184714078903198, "learning_rate": 0.0009125315920712351, "loss": 0.9162, "step": 879 }, { "epoch": 1.2071330589849107, "grad_norm": 2.2068116664886475, "learning_rate": 0.000912020243794855, "loss": 2.6312, "step": 880 }, { "epoch": 1.2071330589849107, "eval_Qnli-dev_cosine_accuracy": 0.689453125, "eval_Qnli-dev_cosine_accuracy_threshold": 0.8482645750045776, "eval_Qnli-dev_cosine_ap": 0.6837539901129992, "eval_Qnli-dev_cosine_f1": 0.6714031971580817, "eval_Qnli-dev_cosine_f1_threshold": 0.764056921005249, "eval_Qnli-dev_cosine_precision": 0.5779816513761468, "eval_Qnli-dev_cosine_recall": 0.8008474576271186, "eval_allNLI-dev_cosine_accuracy": 0.75390625, "eval_allNLI-dev_cosine_accuracy_threshold": 0.8658263683319092, "eval_allNLI-dev_cosine_ap": 0.6524405864982152, "eval_allNLI-dev_cosine_f1": 0.6666666666666666, "eval_allNLI-dev_cosine_f1_threshold": 0.8343294858932495, "eval_allNLI-dev_cosine_precision": 0.5851528384279476, "eval_allNLI-dev_cosine_recall": 0.7745664739884393, "eval_sequential_score": 0.6837539901129992, "eval_sts-test_pearson_cosine": 0.8551079016008643, "eval_sts-test_spearman_cosine": 0.8936997402168384, "eval_vitaminc-pairs_loss": 2.551551342010498, "eval_vitaminc-pairs_runtime": 14.3672, "eval_vitaminc-pairs_samples_per_second": 8.909, "eval_vitaminc-pairs_steps_per_second": 0.07, "step": 880 }, { "epoch": 1.2071330589849107, "eval_negation-triplets_loss": 1.920883297920227, "eval_negation-triplets_runtime": 1.1548, "eval_negation-triplets_samples_per_second": 110.844, "eval_negation-triplets_steps_per_second": 0.866, "step": 880 }, { "epoch": 1.2071330589849107, "eval_scitail-pairs-pos_loss": 0.12655586004257202, "eval_scitail-pairs-pos_runtime": 1.5542, "eval_scitail-pairs-pos_samples_per_second": 82.36, "eval_scitail-pairs-pos_steps_per_second": 0.643, "step": 880 }, { "epoch": 1.2071330589849107, "eval_scitail-pairs-qa_loss": 0.034027911722660065, "eval_scitail-pairs-qa_runtime": 1.2089, "eval_scitail-pairs-qa_samples_per_second": 105.88, "eval_scitail-pairs-qa_steps_per_second": 0.827, "step": 880 }, { "epoch": 1.2071330589849107, "eval_xsum-pairs_loss": 0.48583123087882996, "eval_xsum-pairs_runtime": 6.3269, "eval_xsum-pairs_samples_per_second": 20.231, "eval_xsum-pairs_steps_per_second": 0.158, "step": 880 }, { "epoch": 1.2071330589849107, "eval_sciq_pairs_loss": 0.05451508238911629, "eval_sciq_pairs_runtime": 8.8182, "eval_sciq_pairs_samples_per_second": 14.515, "eval_sciq_pairs_steps_per_second": 0.113, "step": 880 }, { "epoch": 1.2071330589849107, "eval_qasc_pairs_loss": 0.6725720763206482, "eval_qasc_pairs_runtime": 1.3859, "eval_qasc_pairs_samples_per_second": 92.358, "eval_qasc_pairs_steps_per_second": 0.722, "step": 880 }, { "epoch": 1.2071330589849107, "eval_openbookqa_pairs_loss": 1.2351043224334717, "eval_openbookqa_pairs_runtime": 1.1782, "eval_openbookqa_pairs_samples_per_second": 108.636, "eval_openbookqa_pairs_steps_per_second": 0.849, "step": 880 }, { "epoch": 1.2071330589849107, "eval_nq_pairs_loss": 0.5751591920852661, "eval_nq_pairs_runtime": 7.8899, "eval_nq_pairs_samples_per_second": 16.223, "eval_nq_pairs_steps_per_second": 0.127, "step": 880 }, { "epoch": 1.2071330589849107, "eval_trivia_pairs_loss": 0.9746713042259216, "eval_trivia_pairs_runtime": 8.9379, "eval_trivia_pairs_samples_per_second": 14.321, "eval_trivia_pairs_steps_per_second": 0.112, "step": 880 }, { "epoch": 1.2071330589849107, "eval_gooaq_pairs_loss": 0.6029618978500366, "eval_gooaq_pairs_runtime": 2.0717, "eval_gooaq_pairs_samples_per_second": 61.786, "eval_gooaq_pairs_steps_per_second": 0.483, "step": 880 }, { "epoch": 1.2071330589849107, "eval_paws-pos_loss": 0.04250888526439667, "eval_paws-pos_runtime": 1.5092, "eval_paws-pos_samples_per_second": 84.814, "eval_paws-pos_steps_per_second": 0.663, "step": 880 }, { "epoch": 1.2071330589849107, "eval_global_dataset_loss": 0.17391611635684967, "eval_global_dataset_runtime": 33.355, "eval_global_dataset_samples_per_second": 11.513, "eval_global_dataset_steps_per_second": 0.06, "step": 880 }, { "epoch": 1.2085048010973938, "grad_norm": 0.19907380640506744, "learning_rate": 0.0009115075670698214, "loss": 0.0606, "step": 881 }, { "epoch": 1.2098765432098766, "grad_norm": 1.8035169839859009, "learning_rate": 0.0009109935637774231, "loss": 2.3295, "step": 882 }, { "epoch": 1.2112482853223594, "grad_norm": 1.3253982067108154, "learning_rate": 0.0009104782358038172, "loss": 0.7517, "step": 883 }, { "epoch": 1.2126200274348422, "grad_norm": 1.0241456031799316, "learning_rate": 0.0009099615850400213, "loss": 0.4655, "step": 884 }, { "epoch": 1.213991769547325, "grad_norm": 1.3862395286560059, "learning_rate": 0.0009094436133819076, "loss": 0.9442, "step": 885 }, { "epoch": 1.215363511659808, "grad_norm": 0.8549774885177612, "learning_rate": 0.0009089243227301949, "loss": 0.4175, "step": 886 }, { "epoch": 1.2167352537722909, "grad_norm": 0.7695236802101135, "learning_rate": 0.0009084037149904422, "loss": 0.354, "step": 887 }, { "epoch": 1.2181069958847737, "grad_norm": 1.0999835729599, "learning_rate": 0.000907881792073042, "loss": 0.4553, "step": 888 }, { "epoch": 1.2194787379972565, "grad_norm": 0.1417447030544281, "learning_rate": 0.0009073585558932122, "loss": 0.0342, "step": 889 }, { "epoch": 1.2208504801097393, "grad_norm": 1.2761154174804688, "learning_rate": 0.0009068340083709908, "loss": 0.5096, "step": 890 }, { "epoch": 1.2222222222222223, "grad_norm": 1.789057970046997, "learning_rate": 0.0009063081514312265, "loss": 1.2197, "step": 891 }, { "epoch": 1.2235939643347051, "grad_norm": 1.5036230087280273, "learning_rate": 0.0009057809870035742, "loss": 0.5279, "step": 892 }, { "epoch": 1.224965706447188, "grad_norm": 1.508314847946167, "learning_rate": 0.0009052525170224856, "loss": 1.0107, "step": 893 }, { "epoch": 1.2263374485596708, "grad_norm": 0.07607857137918472, "learning_rate": 0.0009047227434272044, "loss": 0.0041, "step": 894 }, { "epoch": 1.2277091906721536, "grad_norm": 1.4158185720443726, "learning_rate": 0.0009041916681617569, "loss": 0.6485, "step": 895 }, { "epoch": 1.2290809327846364, "grad_norm": 1.2379133701324463, "learning_rate": 0.0009036592931749464, "loss": 0.3843, "step": 896 }, { "epoch": 1.2304526748971194, "grad_norm": 1.1250076293945312, "learning_rate": 0.0009031256204203454, "loss": 0.3452, "step": 897 }, { "epoch": 1.2318244170096022, "grad_norm": 1.5063869953155518, "learning_rate": 0.0009025906518562889, "loss": 0.6407, "step": 898 }, { "epoch": 1.233196159122085, "grad_norm": 1.6115186214447021, "learning_rate": 0.0009020543894458666, "loss": 0.9604, "step": 899 }, { "epoch": 1.2345679012345678, "grad_norm": 1.243721604347229, "learning_rate": 0.0009015168351569164, "loss": 1.0019, "step": 900 }, { "epoch": 1.2359396433470509, "grad_norm": 0.9838812351226807, "learning_rate": 0.0009009779909620164, "loss": 0.4023, "step": 901 }, { "epoch": 1.2373113854595337, "grad_norm": 0.13713110983371735, "learning_rate": 0.0009004378588384784, "loss": 0.0292, "step": 902 }, { "epoch": 1.2386831275720165, "grad_norm": 0.1146521270275116, "learning_rate": 0.00089989644076834, "loss": 0.0401, "step": 903 }, { "epoch": 1.2400548696844993, "grad_norm": 1.090996503829956, "learning_rate": 0.0008993537387383578, "loss": 0.4194, "step": 904 }, { "epoch": 1.241426611796982, "grad_norm": 1.0076355934143066, "learning_rate": 0.0008988097547400002, "loss": 0.4925, "step": 905 }, { "epoch": 1.242798353909465, "grad_norm": 0.8282314538955688, "learning_rate": 0.0008982644907694392, "loss": 0.4079, "step": 906 }, { "epoch": 1.244170096021948, "grad_norm": 1.4732587337493896, "learning_rate": 0.0008977179488275443, "loss": 0.7936, "step": 907 }, { "epoch": 1.2455418381344308, "grad_norm": 1.338365077972412, "learning_rate": 0.0008971701309198743, "loss": 1.1052, "step": 908 }, { "epoch": 1.2469135802469136, "grad_norm": 1.443336844444275, "learning_rate": 0.0008966210390566703, "loss": 1.1093, "step": 909 }, { "epoch": 1.2482853223593964, "grad_norm": 1.4357150793075562, "learning_rate": 0.0008960706752528482, "loss": 0.934, "step": 910 }, { "epoch": 1.2496570644718794, "grad_norm": 0.5232628583908081, "learning_rate": 0.0008955190415279914, "loss": 0.1747, "step": 911 }, { "epoch": 1.2510288065843622, "grad_norm": 1.0139285326004028, "learning_rate": 0.0008949661399063432, "loss": 0.3935, "step": 912 }, { "epoch": 1.252400548696845, "grad_norm": 0.963502049446106, "learning_rate": 0.0008944119724167997, "loss": 0.2554, "step": 913 }, { "epoch": 1.2537722908093278, "grad_norm": 1.131890892982483, "learning_rate": 0.0008938565410929017, "loss": 0.4708, "step": 914 }, { "epoch": 1.2551440329218106, "grad_norm": 1.4680719375610352, "learning_rate": 0.0008932998479728282, "loss": 1.0654, "step": 915 }, { "epoch": 1.2565157750342935, "grad_norm": 1.4756778478622437, "learning_rate": 0.0008927418950993884, "loss": 1.0639, "step": 916 }, { "epoch": 1.2578875171467763, "grad_norm": 1.0336164236068726, "learning_rate": 0.000892182684520014, "loss": 0.3963, "step": 917 }, { "epoch": 1.2592592592592593, "grad_norm": 1.8032234907150269, "learning_rate": 0.0008916222182867517, "loss": 1.1275, "step": 918 }, { "epoch": 1.260631001371742, "grad_norm": 0.7087919116020203, "learning_rate": 0.0008910604984562565, "loss": 0.3386, "step": 919 }, { "epoch": 1.262002743484225, "grad_norm": 1.4979723691940308, "learning_rate": 0.0008904975270897829, "loss": 1.0344, "step": 920 }, { "epoch": 1.263374485596708, "grad_norm": 1.38675057888031, "learning_rate": 0.0008899333062531784, "loss": 0.8682, "step": 921 }, { "epoch": 1.2647462277091908, "grad_norm": 1.4143757820129395, "learning_rate": 0.0008893678380168751, "loss": 0.8298, "step": 922 }, { "epoch": 1.2661179698216736, "grad_norm": 0.7713894248008728, "learning_rate": 0.0008888011244558829, "loss": 0.2965, "step": 923 }, { "epoch": 1.2674897119341564, "grad_norm": 0.6909449696540833, "learning_rate": 0.0008882331676497812, "loss": 0.2531, "step": 924 }, { "epoch": 1.2688614540466392, "grad_norm": 0.7791451811790466, "learning_rate": 0.0008876639696827115, "loss": 0.3045, "step": 925 }, { "epoch": 1.270233196159122, "grad_norm": 1.1738440990447998, "learning_rate": 0.0008870935326433703, "loss": 0.5975, "step": 926 }, { "epoch": 1.2716049382716048, "grad_norm": 1.7340614795684814, "learning_rate": 0.0008865218586250001, "loss": 1.1901, "step": 927 }, { "epoch": 1.2729766803840878, "grad_norm": 1.37515389919281, "learning_rate": 0.0008859489497253832, "loss": 0.759, "step": 928 }, { "epoch": 1.2743484224965707, "grad_norm": 1.3548144102096558, "learning_rate": 0.000885374808046833, "loss": 0.8003, "step": 929 }, { "epoch": 1.2757201646090535, "grad_norm": 0.44161635637283325, "learning_rate": 0.0008847994356961868, "loss": 0.1066, "step": 930 }, { "epoch": 1.2770919067215363, "grad_norm": 1.1387022733688354, "learning_rate": 0.0008842228347847981, "loss": 0.5616, "step": 931 }, { "epoch": 1.2784636488340193, "grad_norm": 1.2989082336425781, "learning_rate": 0.0008836450074285279, "loss": 0.6254, "step": 932 }, { "epoch": 1.2798353909465021, "grad_norm": 0.9403742551803589, "learning_rate": 0.0008830659557477387, "loss": 0.2935, "step": 933 }, { "epoch": 1.281207133058985, "grad_norm": 0.8952090740203857, "learning_rate": 0.0008824856818672852, "loss": 0.3103, "step": 934 }, { "epoch": 1.2825788751714677, "grad_norm": 1.0571091175079346, "learning_rate": 0.0008819041879165068, "loss": 0.3769, "step": 935 }, { "epoch": 1.2839506172839505, "grad_norm": 1.0191688537597656, "learning_rate": 0.0008813214760292202, "loss": 0.7803, "step": 936 }, { "epoch": 1.2853223593964334, "grad_norm": 1.49783456325531, "learning_rate": 0.0008807375483437115, "loss": 0.9441, "step": 937 }, { "epoch": 1.2866941015089164, "grad_norm": 1.6286888122558594, "learning_rate": 0.0008801524070027283, "loss": 0.7107, "step": 938 }, { "epoch": 1.2880658436213992, "grad_norm": 1.5507209300994873, "learning_rate": 0.0008795660541534714, "loss": 0.8288, "step": 939 }, { "epoch": 1.289437585733882, "grad_norm": 1.2107266187667847, "learning_rate": 0.0008789784919475878, "loss": 0.374, "step": 940 }, { "epoch": 1.2908093278463648, "grad_norm": 0.2890537679195404, "learning_rate": 0.0008783897225411615, "loss": 0.0528, "step": 941 }, { "epoch": 1.2921810699588478, "grad_norm": 1.5465127229690552, "learning_rate": 0.000877799748094707, "loss": 0.8842, "step": 942 }, { "epoch": 1.2935528120713307, "grad_norm": 1.1825529336929321, "learning_rate": 0.0008772085707731606, "loss": 0.513, "step": 943 }, { "epoch": 1.2949245541838135, "grad_norm": 0.345237135887146, "learning_rate": 0.0008766161927458726, "loss": 0.0977, "step": 944 }, { "epoch": 1.2962962962962963, "grad_norm": 2.555058002471924, "learning_rate": 0.0008760226161865995, "loss": 2.9696, "step": 945 }, { "epoch": 1.297668038408779, "grad_norm": 0.8663851022720337, "learning_rate": 0.0008754278432734953, "loss": 0.5601, "step": 946 }, { "epoch": 1.299039780521262, "grad_norm": 1.5473099946975708, "learning_rate": 0.0008748318761891047, "loss": 1.061, "step": 947 }, { "epoch": 1.300411522633745, "grad_norm": 0.8718334436416626, "learning_rate": 0.0008742347171203542, "loss": 0.4353, "step": 948 }, { "epoch": 1.3017832647462277, "grad_norm": 0.4095277786254883, "learning_rate": 0.0008736363682585443, "loss": 0.1422, "step": 949 }, { "epoch": 1.3031550068587106, "grad_norm": 1.397401213645935, "learning_rate": 0.0008730368317993415, "loss": 1.0523, "step": 950 }, { "epoch": 1.3045267489711934, "grad_norm": 0.4353925585746765, "learning_rate": 0.0008724361099427705, "loss": 0.1308, "step": 951 }, { "epoch": 1.3058984910836764, "grad_norm": 0.8805993795394897, "learning_rate": 0.0008718342048932053, "loss": 0.3692, "step": 952 }, { "epoch": 1.3072702331961592, "grad_norm": 1.1048626899719238, "learning_rate": 0.0008712311188593623, "loss": 0.7127, "step": 953 }, { "epoch": 1.308641975308642, "grad_norm": 0.21277178823947906, "learning_rate": 0.0008706268540542915, "loss": 0.05, "step": 954 }, { "epoch": 1.3100137174211248, "grad_norm": 1.474352478981018, "learning_rate": 0.0008700214126953677, "loss": 1.1488, "step": 955 }, { "epoch": 1.3113854595336076, "grad_norm": 0.9626344442367554, "learning_rate": 0.0008694147970042842, "loss": 0.4752, "step": 956 }, { "epoch": 1.3127572016460904, "grad_norm": 1.2848849296569824, "learning_rate": 0.0008688070092070427, "loss": 0.5565, "step": 957 }, { "epoch": 1.3141289437585733, "grad_norm": 0.8591418266296387, "learning_rate": 0.0008681980515339464, "loss": 0.2581, "step": 958 }, { "epoch": 1.3155006858710563, "grad_norm": 0.30371516942977905, "learning_rate": 0.0008675879262195913, "loss": 0.0434, "step": 959 }, { "epoch": 1.316872427983539, "grad_norm": 1.2746059894561768, "learning_rate": 0.0008669766355028584, "loss": 0.6508, "step": 960 }, { "epoch": 1.318244170096022, "grad_norm": 1.0018587112426758, "learning_rate": 0.0008663641816269048, "loss": 0.3838, "step": 961 }, { "epoch": 1.319615912208505, "grad_norm": 1.154284954071045, "learning_rate": 0.0008657505668391558, "loss": 0.4346, "step": 962 }, { "epoch": 1.3209876543209877, "grad_norm": 0.027347203344106674, "learning_rate": 0.0008651357933912968, "loss": 0.0021, "step": 963 }, { "epoch": 1.3223593964334706, "grad_norm": 1.3587827682495117, "learning_rate": 0.0008645198635392658, "loss": 0.5741, "step": 964 }, { "epoch": 1.3237311385459534, "grad_norm": 1.0949100255966187, "learning_rate": 0.0008639027795432428, "loss": 0.3595, "step": 965 }, { "epoch": 1.3251028806584362, "grad_norm": 1.0306860208511353, "learning_rate": 0.0008632845436676441, "loss": 0.4818, "step": 966 }, { "epoch": 1.326474622770919, "grad_norm": 1.136452555656433, "learning_rate": 0.0008626651581811123, "loss": 0.3224, "step": 967 }, { "epoch": 1.3278463648834018, "grad_norm": 0.7522941827774048, "learning_rate": 0.0008620446253565087, "loss": 0.2363, "step": 968 }, { "epoch": 1.3292181069958848, "grad_norm": 0.16973966360092163, "learning_rate": 0.0008614229474709053, "loss": 0.0383, "step": 969 }, { "epoch": 1.3305898491083676, "grad_norm": 1.6013685464859009, "learning_rate": 0.0008608001268055748, "loss": 1.1365, "step": 970 }, { "epoch": 1.3319615912208504, "grad_norm": 1.064329981803894, "learning_rate": 0.0008601761656459846, "loss": 0.4562, "step": 971 }, { "epoch": 1.3333333333333333, "grad_norm": 1.2937877178192139, "learning_rate": 0.0008595510662817864, "loss": 0.9298, "step": 972 }, { "epoch": 1.3347050754458163, "grad_norm": 1.2278543710708618, "learning_rate": 0.0008589248310068091, "loss": 0.6675, "step": 973 }, { "epoch": 1.336076817558299, "grad_norm": 1.5397381782531738, "learning_rate": 0.0008582974621190494, "loss": 1.0759, "step": 974 }, { "epoch": 1.337448559670782, "grad_norm": 1.184766411781311, "learning_rate": 0.000857668961920664, "loss": 0.8564, "step": 975 }, { "epoch": 1.3388203017832647, "grad_norm": 1.1238834857940674, "learning_rate": 0.0008570393327179614, "loss": 0.5517, "step": 976 }, { "epoch": 1.3401920438957475, "grad_norm": 0.0409710630774498, "learning_rate": 0.0008564085768213924, "loss": 0.0047, "step": 977 }, { "epoch": 1.3415637860082303, "grad_norm": 1.5208094120025635, "learning_rate": 0.0008557766965455425, "loss": 0.9583, "step": 978 }, { "epoch": 1.3429355281207134, "grad_norm": 1.4603520631790161, "learning_rate": 0.0008551436942091234, "loss": 0.9955, "step": 979 }, { "epoch": 1.3443072702331962, "grad_norm": 1.4813368320465088, "learning_rate": 0.0008545095721349641, "loss": 0.8031, "step": 980 }, { "epoch": 1.345679012345679, "grad_norm": 1.0806434154510498, "learning_rate": 0.0008538743326500023, "loss": 0.4596, "step": 981 }, { "epoch": 1.3470507544581618, "grad_norm": 1.157622218132019, "learning_rate": 0.0008532379780852764, "loss": 0.6473, "step": 982 }, { "epoch": 1.3484224965706448, "grad_norm": 0.8022782802581787, "learning_rate": 0.0008526005107759162, "loss": 0.3152, "step": 983 }, { "epoch": 1.3497942386831276, "grad_norm": 0.8962954878807068, "learning_rate": 0.0008519619330611352, "loss": 0.6294, "step": 984 }, { "epoch": 1.3511659807956105, "grad_norm": 1.2647277116775513, "learning_rate": 0.0008513222472842217, "loss": 0.5067, "step": 985 }, { "epoch": 1.3525377229080933, "grad_norm": 1.178532361984253, "learning_rate": 0.0008506814557925295, "loss": 0.5722, "step": 986 }, { "epoch": 1.353909465020576, "grad_norm": 1.2055108547210693, "learning_rate": 0.0008500395609374702, "loss": 0.4122, "step": 987 }, { "epoch": 1.3552812071330589, "grad_norm": 0.66734778881073, "learning_rate": 0.0008493965650745043, "loss": 0.2419, "step": 988 }, { "epoch": 1.356652949245542, "grad_norm": 1.0963245630264282, "learning_rate": 0.0008487524705631327, "loss": 0.4245, "step": 989 }, { "epoch": 1.3580246913580247, "grad_norm": 0.9469072222709656, "learning_rate": 0.0008481072797668869, "loss": 0.2697, "step": 990 }, { "epoch": 1.3580246913580247, "eval_Qnli-dev_cosine_accuracy": 0.671875, "eval_Qnli-dev_cosine_accuracy_threshold": 0.7777158617973328, "eval_Qnli-dev_cosine_ap": 0.7076129686552045, "eval_Qnli-dev_cosine_f1": 0.6842105263157895, "eval_Qnli-dev_cosine_f1_threshold": 0.6650149822235107, "eval_Qnli-dev_cosine_precision": 0.5591397849462365, "eval_Qnli-dev_cosine_recall": 0.8813559322033898, "eval_allNLI-dev_cosine_accuracy": 0.74609375, "eval_allNLI-dev_cosine_accuracy_threshold": 0.79859459400177, "eval_allNLI-dev_cosine_ap": 0.6409243602885221, "eval_allNLI-dev_cosine_f1": 0.6588785046728973, "eval_allNLI-dev_cosine_f1_threshold": 0.7606042623519897, "eval_allNLI-dev_cosine_precision": 0.5529411764705883, "eval_allNLI-dev_cosine_recall": 0.815028901734104, "eval_sequential_score": 0.7076129686552045, "eval_sts-test_pearson_cosine": 0.846827874421919, "eval_sts-test_spearman_cosine": 0.8887602749895013, "eval_vitaminc-pairs_loss": 2.7258381843566895, "eval_vitaminc-pairs_runtime": 14.3068, "eval_vitaminc-pairs_samples_per_second": 8.947, "eval_vitaminc-pairs_steps_per_second": 0.07, "step": 990 }, { "epoch": 1.3580246913580247, "eval_negation-triplets_loss": 1.8641166687011719, "eval_negation-triplets_runtime": 1.1643, "eval_negation-triplets_samples_per_second": 109.941, "eval_negation-triplets_steps_per_second": 0.859, "step": 990 }, { "epoch": 1.3580246913580247, "eval_scitail-pairs-pos_loss": 0.06793439388275146, "eval_scitail-pairs-pos_runtime": 1.5436, "eval_scitail-pairs-pos_samples_per_second": 82.922, "eval_scitail-pairs-pos_steps_per_second": 0.648, "step": 990 }, { "epoch": 1.3580246913580247, "eval_scitail-pairs-qa_loss": 0.020051930099725723, "eval_scitail-pairs-qa_runtime": 1.2133, "eval_scitail-pairs-qa_samples_per_second": 105.501, "eval_scitail-pairs-qa_steps_per_second": 0.824, "step": 990 }, { "epoch": 1.3580246913580247, "eval_xsum-pairs_loss": 0.4439673125743866, "eval_xsum-pairs_runtime": 6.3206, "eval_xsum-pairs_samples_per_second": 20.251, "eval_xsum-pairs_steps_per_second": 0.158, "step": 990 }, { "epoch": 1.3580246913580247, "eval_sciq_pairs_loss": 0.06205048784613609, "eval_sciq_pairs_runtime": 8.8124, "eval_sciq_pairs_samples_per_second": 14.525, "eval_sciq_pairs_steps_per_second": 0.113, "step": 990 }, { "epoch": 1.3580246913580247, "eval_qasc_pairs_loss": 0.6022606492042542, "eval_qasc_pairs_runtime": 1.3853, "eval_qasc_pairs_samples_per_second": 92.397, "eval_qasc_pairs_steps_per_second": 0.722, "step": 990 }, { "epoch": 1.3580246913580247, "eval_openbookqa_pairs_loss": 1.4089155197143555, "eval_openbookqa_pairs_runtime": 1.1793, "eval_openbookqa_pairs_samples_per_second": 108.536, "eval_openbookqa_pairs_steps_per_second": 0.848, "step": 990 }, { "epoch": 1.3580246913580247, "eval_nq_pairs_loss": 0.46985527873039246, "eval_nq_pairs_runtime": 7.8749, "eval_nq_pairs_samples_per_second": 16.254, "eval_nq_pairs_steps_per_second": 0.127, "step": 990 }, { "epoch": 1.3580246913580247, "eval_trivia_pairs_loss": 1.0676096677780151, "eval_trivia_pairs_runtime": 8.9277, "eval_trivia_pairs_samples_per_second": 14.337, "eval_trivia_pairs_steps_per_second": 0.112, "step": 990 }, { "epoch": 1.3580246913580247, "eval_gooaq_pairs_loss": 0.501069962978363, "eval_gooaq_pairs_runtime": 2.0708, "eval_gooaq_pairs_samples_per_second": 61.813, "eval_gooaq_pairs_steps_per_second": 0.483, "step": 990 }, { "epoch": 1.3580246913580247, "eval_paws-pos_loss": 0.03188211843371391, "eval_paws-pos_runtime": 1.5072, "eval_paws-pos_samples_per_second": 84.928, "eval_paws-pos_steps_per_second": 0.664, "step": 990 }, { "epoch": 1.3580246913580247, "eval_global_dataset_loss": 0.20489808917045593, "eval_global_dataset_runtime": 33.2866, "eval_global_dataset_samples_per_second": 11.536, "eval_global_dataset_steps_per_second": 0.06, "step": 990 }, { "epoch": 1.3593964334705075, "grad_norm": 0.782301664352417, "learning_rate": 0.0008474609950533225, "loss": 0.3431, "step": 991 }, { "epoch": 1.3607681755829903, "grad_norm": 0.08731487393379211, "learning_rate": 0.0008468136187940085, "loss": 0.0145, "step": 992 }, { "epoch": 1.3621399176954734, "grad_norm": 1.480002760887146, "learning_rate": 0.0008461651533645195, "loss": 0.9301, "step": 993 }, { "epoch": 1.3635116598079562, "grad_norm": 1.0922783613204956, "learning_rate": 0.0008455156011444269, "loss": 0.6261, "step": 994 }, { "epoch": 1.364883401920439, "grad_norm": 1.3796536922454834, "learning_rate": 0.0008448649645172903, "loss": 0.9936, "step": 995 }, { "epoch": 1.3662551440329218, "grad_norm": 0.3912564218044281, "learning_rate": 0.0008442132458706483, "loss": 0.084, "step": 996 }, { "epoch": 1.3676268861454046, "grad_norm": 1.6798816919326782, "learning_rate": 0.0008435604475960102, "loss": 0.8891, "step": 997 }, { "epoch": 1.3689986282578874, "grad_norm": 1.2692255973815918, "learning_rate": 0.0008429065720888471, "loss": 0.7257, "step": 998 }, { "epoch": 1.3703703703703702, "grad_norm": 1.1637271642684937, "learning_rate": 0.0008422516217485827, "loss": 0.4582, "step": 999 }, { "epoch": 1.3717421124828533, "grad_norm": 1.0731821060180664, "learning_rate": 0.0008415955989785852, "loss": 0.5633, "step": 1000 }, { "epoch": 1.373113854595336, "grad_norm": 1.33231782913208, "learning_rate": 0.0008409385061861579, "loss": 1.018, "step": 1001 }, { "epoch": 1.374485596707819, "grad_norm": 1.025597333908081, "learning_rate": 0.0008402803457825309, "loss": 0.4375, "step": 1002 }, { "epoch": 1.3758573388203017, "grad_norm": 0.7777143716812134, "learning_rate": 0.0008396211201828514, "loss": 0.3078, "step": 1003 }, { "epoch": 1.3772290809327847, "grad_norm": 1.3932067155838013, "learning_rate": 0.000838960831806176, "loss": 0.854, "step": 1004 }, { "epoch": 1.3786008230452675, "grad_norm": 1.0491224527359009, "learning_rate": 0.0008382994830754612, "loss": 0.5238, "step": 1005 }, { "epoch": 1.3799725651577504, "grad_norm": 1.2840675115585327, "learning_rate": 0.0008376370764175537, "loss": 0.8996, "step": 1006 }, { "epoch": 1.3813443072702332, "grad_norm": 1.0654428005218506, "learning_rate": 0.000836973614263183, "loss": 0.5789, "step": 1007 }, { "epoch": 1.382716049382716, "grad_norm": 0.9938398599624634, "learning_rate": 0.000836309099046952, "loss": 0.5808, "step": 1008 }, { "epoch": 1.3840877914951988, "grad_norm": 0.7035570740699768, "learning_rate": 0.0008356435332073269, "loss": 0.2384, "step": 1009 }, { "epoch": 1.3854595336076818, "grad_norm": 1.0782872438430786, "learning_rate": 0.0008349769191866304, "loss": 0.5741, "step": 1010 }, { "epoch": 1.3868312757201646, "grad_norm": 1.0267151594161987, "learning_rate": 0.0008343092594310306, "loss": 0.5348, "step": 1011 }, { "epoch": 1.3882030178326474, "grad_norm": 1.508273959159851, "learning_rate": 0.0008336405563905331, "loss": 1.0424, "step": 1012 }, { "epoch": 1.3895747599451302, "grad_norm": 0.9127302169799805, "learning_rate": 0.0008329708125189726, "loss": 0.8532, "step": 1013 }, { "epoch": 1.3909465020576133, "grad_norm": 0.6664139628410339, "learning_rate": 0.0008323000302740025, "loss": 0.2577, "step": 1014 }, { "epoch": 1.392318244170096, "grad_norm": 0.9108162522315979, "learning_rate": 0.0008316282121170866, "loss": 0.3668, "step": 1015 }, { "epoch": 1.393689986282579, "grad_norm": 1.2617802619934082, "learning_rate": 0.0008309553605134903, "loss": 0.7012, "step": 1016 }, { "epoch": 1.3950617283950617, "grad_norm": 0.9659847021102905, "learning_rate": 0.000830281477932271, "loss": 0.7169, "step": 1017 }, { "epoch": 1.3964334705075445, "grad_norm": 1.3468753099441528, "learning_rate": 0.0008296065668462695, "loss": 0.7946, "step": 1018 }, { "epoch": 1.3978052126200273, "grad_norm": 1.1601269245147705, "learning_rate": 0.0008289306297321005, "loss": 0.7702, "step": 1019 }, { "epoch": 1.3991769547325104, "grad_norm": 0.8400909900665283, "learning_rate": 0.0008282536690701444, "loss": 0.4033, "step": 1020 }, { "epoch": 1.4005486968449932, "grad_norm": 1.1303389072418213, "learning_rate": 0.0008275756873445366, "loss": 0.4914, "step": 1021 }, { "epoch": 1.401920438957476, "grad_norm": 2.4271609783172607, "learning_rate": 0.0008268966870431601, "loss": 2.8229, "step": 1022 }, { "epoch": 1.4032921810699588, "grad_norm": 1.0222326517105103, "learning_rate": 0.0008262166706576353, "loss": 0.396, "step": 1023 }, { "epoch": 1.4046639231824418, "grad_norm": 1.8737822771072388, "learning_rate": 0.0008255356406833109, "loss": 1.1326, "step": 1024 }, { "epoch": 1.4060356652949246, "grad_norm": 1.6122024059295654, "learning_rate": 0.0008248535996192559, "loss": 1.0337, "step": 1025 }, { "epoch": 1.4074074074074074, "grad_norm": 1.1258034706115723, "learning_rate": 0.0008241705499682484, "loss": 0.4728, "step": 1026 }, { "epoch": 1.4087791495198903, "grad_norm": 1.6455937623977661, "learning_rate": 0.0008234864942367684, "loss": 1.0409, "step": 1027 }, { "epoch": 1.410150891632373, "grad_norm": 1.4974937438964844, "learning_rate": 0.0008228014349349872, "loss": 0.9044, "step": 1028 }, { "epoch": 1.4115226337448559, "grad_norm": 1.2139008045196533, "learning_rate": 0.0008221153745767591, "loss": 0.6417, "step": 1029 }, { "epoch": 1.412894375857339, "grad_norm": 1.4477026462554932, "learning_rate": 0.0008214283156796118, "loss": 0.9161, "step": 1030 }, { "epoch": 1.4142661179698217, "grad_norm": 1.2321662902832031, "learning_rate": 0.0008207402607647371, "loss": 0.5194, "step": 1031 }, { "epoch": 1.4156378600823045, "grad_norm": 0.9927738308906555, "learning_rate": 0.0008200512123569815, "loss": 0.4458, "step": 1032 }, { "epoch": 1.4170096021947873, "grad_norm": 1.35982346534729, "learning_rate": 0.0008193611729848376, "loss": 0.6687, "step": 1033 }, { "epoch": 1.4183813443072704, "grad_norm": 1.2047008275985718, "learning_rate": 0.0008186701451804342, "loss": 0.621, "step": 1034 }, { "epoch": 1.4197530864197532, "grad_norm": 0.9609118700027466, "learning_rate": 0.0008179781314795268, "loss": 0.5513, "step": 1035 }, { "epoch": 1.421124828532236, "grad_norm": 1.0632060766220093, "learning_rate": 0.0008172851344214895, "loss": 0.7051, "step": 1036 }, { "epoch": 1.4224965706447188, "grad_norm": 1.1686007976531982, "learning_rate": 0.0008165911565493043, "loss": 0.914, "step": 1037 }, { "epoch": 1.4238683127572016, "grad_norm": 1.1063255071640015, "learning_rate": 0.0008158962004095522, "loss": 0.5923, "step": 1038 }, { "epoch": 1.4252400548696844, "grad_norm": 1.5685498714447021, "learning_rate": 0.0008152002685524047, "loss": 1.2396, "step": 1039 }, { "epoch": 1.4266117969821672, "grad_norm": 1.4871196746826172, "learning_rate": 0.000814503363531613, "loss": 0.6225, "step": 1040 }, { "epoch": 1.4279835390946503, "grad_norm": 1.31463623046875, "learning_rate": 0.0008138054879044996, "loss": 0.6463, "step": 1041 }, { "epoch": 1.429355281207133, "grad_norm": 1.628943920135498, "learning_rate": 0.0008131066442319489, "loss": 0.6858, "step": 1042 }, { "epoch": 1.4307270233196159, "grad_norm": 0.9918593168258667, "learning_rate": 0.0008124068350783975, "loss": 0.7112, "step": 1043 }, { "epoch": 1.4320987654320987, "grad_norm": 1.3419325351715088, "learning_rate": 0.0008117060630118246, "loss": 0.6707, "step": 1044 }, { "epoch": 1.4334705075445817, "grad_norm": 0.8112534880638123, "learning_rate": 0.000811004330603743, "loss": 0.5368, "step": 1045 }, { "epoch": 1.4348422496570645, "grad_norm": 1.4421941041946411, "learning_rate": 0.00081030164042919, "loss": 0.7323, "step": 1046 }, { "epoch": 1.4362139917695473, "grad_norm": 0.900355875492096, "learning_rate": 0.0008095979950667165, "loss": 0.3689, "step": 1047 }, { "epoch": 1.4375857338820301, "grad_norm": 0.9047213792800903, "learning_rate": 0.0008088933970983792, "loss": 0.3404, "step": 1048 }, { "epoch": 1.438957475994513, "grad_norm": 1.056876301765442, "learning_rate": 0.0008081878491097306, "loss": 0.4394, "step": 1049 }, { "epoch": 1.4403292181069958, "grad_norm": 1.2230536937713623, "learning_rate": 0.0008074813536898084, "loss": 0.5461, "step": 1050 }, { "epoch": 1.4417009602194788, "grad_norm": 1.0923911333084106, "learning_rate": 0.000806773913431128, "loss": 0.6275, "step": 1051 }, { "epoch": 1.4430727023319616, "grad_norm": 0.014969372190535069, "learning_rate": 0.0008060655309296712, "loss": 0.0015, "step": 1052 }, { "epoch": 1.4444444444444444, "grad_norm": 0.9234291911125183, "learning_rate": 0.000805356208784878, "loss": 0.3148, "step": 1053 }, { "epoch": 1.4458161865569272, "grad_norm": 1.0454826354980469, "learning_rate": 0.0008046459495996356, "loss": 0.4129, "step": 1054 }, { "epoch": 1.4471879286694103, "grad_norm": 1.2475472688674927, "learning_rate": 0.0008039347559802706, "loss": 0.635, "step": 1055 }, { "epoch": 1.448559670781893, "grad_norm": 1.0928152799606323, "learning_rate": 0.0008032226305365382, "loss": 0.4369, "step": 1056 }, { "epoch": 1.4499314128943759, "grad_norm": 1.3783985376358032, "learning_rate": 0.0008025095758816129, "loss": 0.9458, "step": 1057 }, { "epoch": 1.4513031550068587, "grad_norm": 1.3850098848342896, "learning_rate": 0.0008017955946320788, "loss": 0.9146, "step": 1058 }, { "epoch": 1.4526748971193415, "grad_norm": 0.8629498481750488, "learning_rate": 0.0008010806894079207, "loss": 0.2723, "step": 1059 }, { "epoch": 1.4540466392318243, "grad_norm": 1.231573462486267, "learning_rate": 0.0008003648628325136, "loss": 0.5522, "step": 1060 }, { "epoch": 1.4554183813443073, "grad_norm": 0.7891879081726074, "learning_rate": 0.0007996481175326133, "loss": 0.6333, "step": 1061 }, { "epoch": 1.4567901234567902, "grad_norm": 1.4294764995574951, "learning_rate": 0.0007989304561383474, "loss": 0.8281, "step": 1062 }, { "epoch": 1.458161865569273, "grad_norm": 0.8964158892631531, "learning_rate": 0.0007982118812832047, "loss": 0.5428, "step": 1063 }, { "epoch": 1.4595336076817558, "grad_norm": 0.022601084783673286, "learning_rate": 0.0007974923956040261, "loss": 0.0022, "step": 1064 }, { "epoch": 1.4609053497942388, "grad_norm": 1.36014723777771, "learning_rate": 0.000796772001740995, "loss": 0.8033, "step": 1065 }, { "epoch": 1.4622770919067216, "grad_norm": 0.926571249961853, "learning_rate": 0.0007960507023376272, "loss": 0.3126, "step": 1066 }, { "epoch": 1.4636488340192044, "grad_norm": 0.14245182275772095, "learning_rate": 0.0007953285000407613, "loss": 0.0668, "step": 1067 }, { "epoch": 1.4650205761316872, "grad_norm": 1.4042102098464966, "learning_rate": 0.0007946053975005495, "loss": 0.8564, "step": 1068 }, { "epoch": 1.46639231824417, "grad_norm": 0.3840469717979431, "learning_rate": 0.0007938813973704474, "loss": 0.092, "step": 1069 }, { "epoch": 1.4677640603566529, "grad_norm": 0.4319973886013031, "learning_rate": 0.0007931565023072037, "loss": 0.1042, "step": 1070 }, { "epoch": 1.4691358024691357, "grad_norm": 1.068272590637207, "learning_rate": 0.0007924307149708521, "loss": 0.4248, "step": 1071 }, { "epoch": 1.4705075445816187, "grad_norm": 0.8603336811065674, "learning_rate": 0.0007917040380246999, "loss": 0.253, "step": 1072 }, { "epoch": 1.4718792866941015, "grad_norm": 0.9871488809585571, "learning_rate": 0.0007909764741353188, "loss": 0.4021, "step": 1073 }, { "epoch": 1.4732510288065843, "grad_norm": 1.4579641819000244, "learning_rate": 0.0007902480259725358, "loss": 1.0189, "step": 1074 }, { "epoch": 1.4746227709190673, "grad_norm": 0.7517770528793335, "learning_rate": 0.000789518696209422, "loss": 0.2584, "step": 1075 }, { "epoch": 1.4759945130315502, "grad_norm": 1.1244486570358276, "learning_rate": 0.0007887884875222841, "loss": 0.4452, "step": 1076 }, { "epoch": 1.477366255144033, "grad_norm": 1.3084955215454102, "learning_rate": 0.0007880574025906537, "loss": 0.7037, "step": 1077 }, { "epoch": 1.4787379972565158, "grad_norm": 0.530508816242218, "learning_rate": 0.0007873254440972781, "loss": 0.1028, "step": 1078 }, { "epoch": 1.4801097393689986, "grad_norm": 1.4278254508972168, "learning_rate": 0.0007865926147281102, "loss": 1.0356, "step": 1079 }, { "epoch": 1.4814814814814814, "grad_norm": 0.8824015855789185, "learning_rate": 0.0007858589171722986, "loss": 0.3632, "step": 1080 }, { "epoch": 1.4828532235939642, "grad_norm": 1.3707903623580933, "learning_rate": 0.000785124354122177, "loss": 1.0253, "step": 1081 }, { "epoch": 1.4842249657064472, "grad_norm": 1.0316780805587769, "learning_rate": 0.0007843889282732562, "loss": 0.4527, "step": 1082 }, { "epoch": 1.48559670781893, "grad_norm": 1.15847909450531, "learning_rate": 0.0007836526423242125, "loss": 0.9961, "step": 1083 }, { "epoch": 1.4869684499314129, "grad_norm": 1.0515720844268799, "learning_rate": 0.0007829154989768783, "loss": 0.5312, "step": 1084 }, { "epoch": 1.4883401920438957, "grad_norm": 0.7814159393310547, "learning_rate": 0.0007821775009362327, "loss": 0.3046, "step": 1085 }, { "epoch": 1.4897119341563787, "grad_norm": 0.6332597732543945, "learning_rate": 0.0007814386509103906, "loss": 0.3127, "step": 1086 }, { "epoch": 1.4910836762688615, "grad_norm": 0.7404167652130127, "learning_rate": 0.0007806989516105935, "loss": 0.3032, "step": 1087 }, { "epoch": 1.4924554183813443, "grad_norm": 1.2486878633499146, "learning_rate": 0.0007799584057511996, "loss": 0.6603, "step": 1088 }, { "epoch": 1.4938271604938271, "grad_norm": 0.8028905987739563, "learning_rate": 0.0007792170160496732, "loss": 0.3157, "step": 1089 }, { "epoch": 1.49519890260631, "grad_norm": 1.0122379064559937, "learning_rate": 0.0007784747852265754, "loss": 0.4946, "step": 1090 }, { "epoch": 1.4965706447187928, "grad_norm": 0.9732670783996582, "learning_rate": 0.0007777317160055536, "loss": 0.5091, "step": 1091 }, { "epoch": 1.4979423868312758, "grad_norm": 0.7468613386154175, "learning_rate": 0.0007769878111133319, "loss": 0.2031, "step": 1092 }, { "epoch": 1.4993141289437586, "grad_norm": 1.3920484781265259, "learning_rate": 0.0007762430732797009, "loss": 0.7786, "step": 1093 }, { "epoch": 1.5006858710562414, "grad_norm": 0.9080726504325867, "learning_rate": 0.0007754975052375077, "loss": 0.4085, "step": 1094 }, { "epoch": 1.5020576131687244, "grad_norm": 1.0118800401687622, "learning_rate": 0.0007747511097226459, "loss": 0.7021, "step": 1095 } ], "logging_steps": 1, "max_steps": 2187, "num_input_tokens_seen": 0, "num_train_epochs": 3, "save_steps": 219, "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": 128, "trial_name": null, "trial_params": null }