{ "best_metric": 1.322691559791565, "best_model_checkpoint": "distilbert_sa_pre-training-complete/checkpoint-293068", "epoch": 167.87912702853944, "global_step": 300000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.0, "learning_rate": 4.9719239746582195e-05, "loss": 1.8819, "step": 1787 }, { "epoch": 1.0, "eval_accuracy": 0.6569985974754559, "eval_loss": 1.634997844696045, "eval_runtime": 1.7494, "eval_samples_per_second": 273.804, "eval_steps_per_second": 2.286, "step": 1787 }, { "epoch": 2.0, "learning_rate": 4.942130710236746e-05, "loss": 1.7699, "step": 3574 }, { "epoch": 2.0, "eval_accuracy": 0.666442067435919, "eval_loss": 1.5847446918487549, "eval_runtime": 1.6443, "eval_samples_per_second": 291.312, "eval_steps_per_second": 2.433, "step": 3574 }, { "epoch": 3.0, "learning_rate": 4.912337445815272e-05, "loss": 1.7308, "step": 5361 }, { "epoch": 3.0, "eval_accuracy": 0.6677533506088217, "eval_loss": 1.5856640338897705, "eval_runtime": 1.5899, "eval_samples_per_second": 301.279, "eval_steps_per_second": 2.516, "step": 5361 }, { "epoch": 4.0, "learning_rate": 4.882544181393798e-05, "loss": 1.7062, "step": 7148 }, { "epoch": 4.0, "eval_accuracy": 0.6683528823169714, "eval_loss": 1.5678603649139404, "eval_runtime": 1.7076, "eval_samples_per_second": 280.506, "eval_steps_per_second": 2.342, "step": 7148 }, { "epoch": 5.0, "learning_rate": 4.852750916972325e-05, "loss": 1.6858, "step": 8935 }, { "epoch": 5.0, "eval_accuracy": 0.6689400715563506, "eval_loss": 1.557257056236267, "eval_runtime": 1.6041, "eval_samples_per_second": 298.603, "eval_steps_per_second": 2.494, "step": 8935 }, { "epoch": 6.0, "learning_rate": 4.822974324774925e-05, "loss": 1.6684, "step": 10722 }, { "epoch": 6.0, "eval_accuracy": 0.6686847832152224, "eval_loss": 1.5590558052062988, "eval_runtime": 1.6561, "eval_samples_per_second": 289.241, "eval_steps_per_second": 2.415, "step": 10722 }, { "epoch": 7.0, "learning_rate": 4.793181060353452e-05, "loss": 1.6545, "step": 12509 }, { "epoch": 7.0, "eval_accuracy": 0.6756023841134431, "eval_loss": 1.525283694267273, "eval_runtime": 1.6268, "eval_samples_per_second": 294.451, "eval_steps_per_second": 2.459, "step": 12509 }, { "epoch": 8.0, "learning_rate": 4.763387795931978e-05, "loss": 1.6438, "step": 14296 }, { "epoch": 8.0, "eval_accuracy": 0.6748053099797688, "eval_loss": 1.5303529500961304, "eval_runtime": 1.6169, "eval_samples_per_second": 296.24, "eval_steps_per_second": 2.474, "step": 14296 }, { "epoch": 9.0, "learning_rate": 4.7336112037345786e-05, "loss": 1.631, "step": 16083 }, { "epoch": 9.0, "eval_accuracy": 0.6805022280765674, "eval_loss": 1.4976379871368408, "eval_runtime": 1.865, "eval_samples_per_second": 256.834, "eval_steps_per_second": 2.145, "step": 16083 }, { "epoch": 10.0, "learning_rate": 4.7038179393131046e-05, "loss": 1.6236, "step": 17870 }, { "epoch": 10.0, "eval_accuracy": 0.677310686482661, "eval_loss": 1.5153287649154663, "eval_runtime": 1.6084, "eval_samples_per_second": 297.811, "eval_steps_per_second": 2.487, "step": 17870 }, { "epoch": 11.0, "learning_rate": 4.6740413471157055e-05, "loss": 1.613, "step": 19657 }, { "epoch": 11.0, "eval_accuracy": 0.6785895056521005, "eval_loss": 1.5010405778884888, "eval_runtime": 1.613, "eval_samples_per_second": 296.958, "eval_steps_per_second": 2.48, "step": 19657 }, { "epoch": 12.0, "learning_rate": 4.6442480826942315e-05, "loss": 1.6046, "step": 21444 }, { "epoch": 12.0, "eval_accuracy": 0.6817956622261367, "eval_loss": 1.5068795680999756, "eval_runtime": 1.617, "eval_samples_per_second": 296.234, "eval_steps_per_second": 2.474, "step": 21444 }, { "epoch": 13.0, "learning_rate": 4.6144714904968324e-05, "loss": 1.5963, "step": 23231 }, { "epoch": 13.0, "eval_accuracy": 0.6804745455575061, "eval_loss": 1.4795995950698853, "eval_runtime": 1.5836, "eval_samples_per_second": 302.481, "eval_steps_per_second": 2.526, "step": 23231 }, { "epoch": 14.0, "learning_rate": 4.5846948982994333e-05, "loss": 1.5906, "step": 25018 }, { "epoch": 14.0, "eval_accuracy": 0.6809435655783687, "eval_loss": 1.485795497894287, "eval_runtime": 1.6062, "eval_samples_per_second": 298.221, "eval_steps_per_second": 2.49, "step": 25018 }, { "epoch": 15.0, "learning_rate": 4.554918306102034e-05, "loss": 1.5833, "step": 26805 }, { "epoch": 15.0, "eval_accuracy": 0.6805767364480798, "eval_loss": 1.496237874031067, "eval_runtime": 1.5896, "eval_samples_per_second": 301.324, "eval_steps_per_second": 2.516, "step": 26805 }, { "epoch": 16.0, "learning_rate": 4.52512504168056e-05, "loss": 1.5771, "step": 28592 }, { "epoch": 16.0, "eval_accuracy": 0.6826146494145264, "eval_loss": 1.4748649597167969, "eval_runtime": 1.5864, "eval_samples_per_second": 301.949, "eval_steps_per_second": 2.521, "step": 28592 }, { "epoch": 17.0, "learning_rate": 4.495365121707236e-05, "loss": 1.5703, "step": 30379 }, { "epoch": 17.0, "eval_accuracy": 0.6873812451100928, "eval_loss": 1.4724414348602295, "eval_runtime": 1.6157, "eval_samples_per_second": 296.46, "eval_steps_per_second": 2.476, "step": 30379 }, { "epoch": 18.0, "learning_rate": 4.465571857285762e-05, "loss": 1.5663, "step": 32166 }, { "epoch": 18.0, "eval_accuracy": 0.6826915033044254, "eval_loss": 1.4945769309997559, "eval_runtime": 1.6046, "eval_samples_per_second": 298.512, "eval_steps_per_second": 2.493, "step": 32166 }, { "epoch": 19.0, "learning_rate": 4.435795265088363e-05, "loss": 1.5614, "step": 33953 }, { "epoch": 19.0, "eval_accuracy": 0.6798307475317349, "eval_loss": 1.493360161781311, "eval_runtime": 1.5976, "eval_samples_per_second": 299.828, "eval_steps_per_second": 2.504, "step": 33953 }, { "epoch": 20.0, "learning_rate": 4.406002000666889e-05, "loss": 1.5558, "step": 35740 }, { "epoch": 20.0, "eval_accuracy": 0.6893048578564813, "eval_loss": 1.4512126445770264, "eval_runtime": 1.5875, "eval_samples_per_second": 301.731, "eval_steps_per_second": 2.52, "step": 35740 }, { "epoch": 21.0, "learning_rate": 4.37622540846949e-05, "loss": 1.5508, "step": 37527 }, { "epoch": 21.0, "eval_accuracy": 0.6920911905432029, "eval_loss": 1.4417309761047363, "eval_runtime": 1.5842, "eval_samples_per_second": 302.355, "eval_steps_per_second": 2.525, "step": 37527 }, { "epoch": 22.0, "learning_rate": 4.346448816272091e-05, "loss": 1.5466, "step": 39314 }, { "epoch": 22.0, "eval_accuracy": 0.683659548403263, "eval_loss": 1.4744044542312622, "eval_runtime": 1.688, "eval_samples_per_second": 283.775, "eval_steps_per_second": 2.37, "step": 39314 }, { "epoch": 23.0, "learning_rate": 4.316672224074692e-05, "loss": 1.5427, "step": 41101 }, { "epoch": 23.0, "eval_accuracy": 0.6903853118992561, "eval_loss": 1.4530385732650757, "eval_runtime": 1.5701, "eval_samples_per_second": 305.072, "eval_steps_per_second": 2.548, "step": 41101 }, { "epoch": 24.0, "learning_rate": 4.286878959653218e-05, "loss": 1.5382, "step": 42888 }, { "epoch": 24.0, "eval_accuracy": 0.6900174638048561, "eval_loss": 1.4377799034118652, "eval_runtime": 1.5785, "eval_samples_per_second": 303.458, "eval_steps_per_second": 2.534, "step": 42888 }, { "epoch": 25.0, "learning_rate": 4.257119039679893e-05, "loss": 1.5342, "step": 44675 }, { "epoch": 25.0, "eval_accuracy": 0.6820495514497034, "eval_loss": 1.4731613397598267, "eval_runtime": 1.5702, "eval_samples_per_second": 305.059, "eval_steps_per_second": 2.547, "step": 44675 }, { "epoch": 26.0, "learning_rate": 4.2273257752584196e-05, "loss": 1.5293, "step": 46462 }, { "epoch": 26.0, "eval_accuracy": 0.6865246225483279, "eval_loss": 1.460905909538269, "eval_runtime": 1.5669, "eval_samples_per_second": 305.693, "eval_steps_per_second": 2.553, "step": 46462 }, { "epoch": 27.0, "learning_rate": 4.1975491830610205e-05, "loss": 1.5259, "step": 48249 }, { "epoch": 27.0, "eval_accuracy": 0.6942026931254429, "eval_loss": 1.4399933815002441, "eval_runtime": 1.5672, "eval_samples_per_second": 305.645, "eval_steps_per_second": 2.552, "step": 48249 }, { "epoch": 28.0, "learning_rate": 4.1677559186395465e-05, "loss": 1.5223, "step": 50036 }, { "epoch": 28.0, "eval_accuracy": 0.6879446584741712, "eval_loss": 1.458624243736267, "eval_runtime": 1.6351, "eval_samples_per_second": 292.944, "eval_steps_per_second": 2.446, "step": 50036 }, { "epoch": 29.0, "learning_rate": 4.1379793264421474e-05, "loss": 1.5197, "step": 51823 }, { "epoch": 29.0, "eval_accuracy": 0.6906005955390753, "eval_loss": 1.437148094177246, "eval_runtime": 1.5725, "eval_samples_per_second": 304.606, "eval_steps_per_second": 2.544, "step": 51823 }, { "epoch": 30.0, "learning_rate": 4.1082194064688226e-05, "loss": 1.5161, "step": 53610 }, { "epoch": 30.0, "eval_accuracy": 0.6908153728511145, "eval_loss": 1.4334877729415894, "eval_runtime": 1.5744, "eval_samples_per_second": 304.247, "eval_steps_per_second": 2.541, "step": 53610 }, { "epoch": 31.0, "learning_rate": 4.078426142047349e-05, "loss": 1.5126, "step": 55397 }, { "epoch": 31.0, "eval_accuracy": 0.6977723406071297, "eval_loss": 1.4158803224563599, "eval_runtime": 1.576, "eval_samples_per_second": 303.927, "eval_steps_per_second": 2.538, "step": 55397 }, { "epoch": 32.0, "learning_rate": 4.048632877625875e-05, "loss": 1.5087, "step": 57184 }, { "epoch": 32.0, "eval_accuracy": 0.6858260773724236, "eval_loss": 1.4411636590957642, "eval_runtime": 1.6849, "eval_samples_per_second": 284.296, "eval_steps_per_second": 2.374, "step": 57184 }, { "epoch": 33.0, "learning_rate": 4.018856285428476e-05, "loss": 1.5061, "step": 58971 }, { "epoch": 33.0, "eval_accuracy": 0.6957515878616796, "eval_loss": 1.418090581893921, "eval_runtime": 1.5743, "eval_samples_per_second": 304.26, "eval_steps_per_second": 2.541, "step": 58971 }, { "epoch": 34.0, "learning_rate": 3.989079693231077e-05, "loss": 1.5035, "step": 60758 }, { "epoch": 34.0, "eval_accuracy": 0.6902565822572531, "eval_loss": 1.4357043504714966, "eval_runtime": 1.5776, "eval_samples_per_second": 303.629, "eval_steps_per_second": 2.536, "step": 60758 }, { "epoch": 35.0, "learning_rate": 3.959319773257753e-05, "loss": 1.5011, "step": 62545 }, { "epoch": 35.0, "eval_accuracy": 0.6913778077647522, "eval_loss": 1.4147114753723145, "eval_runtime": 1.7484, "eval_samples_per_second": 273.959, "eval_steps_per_second": 2.288, "step": 62545 }, { "epoch": 36.0, "learning_rate": 3.929526508836279e-05, "loss": 1.4967, "step": 64332 }, { "epoch": 36.0, "eval_accuracy": 0.6931245246880545, "eval_loss": 1.4251492023468018, "eval_runtime": 1.567, "eval_samples_per_second": 305.681, "eval_steps_per_second": 2.553, "step": 64332 }, { "epoch": 37.0, "learning_rate": 3.89974991663888e-05, "loss": 1.4954, "step": 66119 }, { "epoch": 37.0, "eval_accuracy": 0.6909720283624589, "eval_loss": 1.4366341829299927, "eval_runtime": 1.6092, "eval_samples_per_second": 297.654, "eval_steps_per_second": 2.486, "step": 66119 }, { "epoch": 38.0, "learning_rate": 3.869989996665556e-05, "loss": 1.4925, "step": 67906 }, { "epoch": 38.0, "eval_accuracy": 0.6896388757610297, "eval_loss": 1.4488193988800049, "eval_runtime": 1.6299, "eval_samples_per_second": 293.876, "eval_steps_per_second": 2.454, "step": 67906 }, { "epoch": 39.0, "learning_rate": 3.840196732244081e-05, "loss": 1.4889, "step": 69693 }, { "epoch": 39.0, "eval_accuracy": 0.6906871760575155, "eval_loss": 1.4335614442825317, "eval_runtime": 1.5829, "eval_samples_per_second": 302.612, "eval_steps_per_second": 2.527, "step": 69693 }, { "epoch": 40.0, "learning_rate": 3.810403467822608e-05, "loss": 1.4866, "step": 71480 }, { "epoch": 40.0, "eval_accuracy": 0.6944786305661221, "eval_loss": 1.4226477146148682, "eval_runtime": 1.5748, "eval_samples_per_second": 304.158, "eval_steps_per_second": 2.54, "step": 71480 }, { "epoch": 41.0, "learning_rate": 3.7806268756252086e-05, "loss": 1.4838, "step": 73267 }, { "epoch": 41.0, "eval_accuracy": 0.6950605409075478, "eval_loss": 1.4210412502288818, "eval_runtime": 1.6183, "eval_samples_per_second": 295.996, "eval_steps_per_second": 2.472, "step": 73267 }, { "epoch": 42.0, "learning_rate": 3.7508502834278095e-05, "loss": 1.4821, "step": 75054 }, { "epoch": 42.0, "eval_accuracy": 0.6944428883535937, "eval_loss": 1.4080859422683716, "eval_runtime": 1.7239, "eval_samples_per_second": 277.863, "eval_steps_per_second": 2.32, "step": 75054 }, { "epoch": 43.0, "learning_rate": 3.72107369123041e-05, "loss": 1.4792, "step": 76841 }, { "epoch": 43.0, "eval_accuracy": 0.6895113064278363, "eval_loss": 1.4496194124221802, "eval_runtime": 1.6266, "eval_samples_per_second": 294.479, "eval_steps_per_second": 2.459, "step": 76841 }, { "epoch": 44.0, "learning_rate": 3.691297099033011e-05, "loss": 1.4778, "step": 78628 }, { "epoch": 44.0, "eval_accuracy": 0.6925052337752966, "eval_loss": 1.4263415336608887, "eval_runtime": 1.5801, "eval_samples_per_second": 303.146, "eval_steps_per_second": 2.531, "step": 78628 }, { "epoch": 45.0, "learning_rate": 3.6615038346115374e-05, "loss": 1.4754, "step": 80415 }, { "epoch": 45.0, "eval_accuracy": 0.6981779024625238, "eval_loss": 1.3994964361190796, "eval_runtime": 1.5981, "eval_samples_per_second": 299.73, "eval_steps_per_second": 2.503, "step": 80415 }, { "epoch": 46.0, "learning_rate": 3.631727242414138e-05, "loss": 1.4736, "step": 82202 }, { "epoch": 46.0, "eval_accuracy": 0.6992426773582804, "eval_loss": 1.3957608938217163, "eval_runtime": 1.5875, "eval_samples_per_second": 301.728, "eval_steps_per_second": 2.52, "step": 82202 }, { "epoch": 47.0, "learning_rate": 3.6019506502167385e-05, "loss": 1.4702, "step": 83989 }, { "epoch": 47.0, "eval_accuracy": 0.6988620438365379, "eval_loss": 1.4073089361190796, "eval_runtime": 1.5808, "eval_samples_per_second": 303.008, "eval_steps_per_second": 2.53, "step": 83989 }, { "epoch": 48.0, "learning_rate": 3.572157385795265e-05, "loss": 1.4683, "step": 85776 }, { "epoch": 48.0, "eval_accuracy": 0.6995880128675434, "eval_loss": 1.3917019367218018, "eval_runtime": 1.5795, "eval_samples_per_second": 303.265, "eval_steps_per_second": 2.532, "step": 85776 }, { "epoch": 49.0, "learning_rate": 3.5423974658219404e-05, "loss": 1.4663, "step": 87563 }, { "epoch": 49.0, "eval_accuracy": 0.6956227054504377, "eval_loss": 1.4108972549438477, "eval_runtime": 1.5763, "eval_samples_per_second": 303.882, "eval_steps_per_second": 2.538, "step": 87563 }, { "epoch": 50.0, "learning_rate": 3.512604201400467e-05, "loss": 1.4648, "step": 89350 }, { "epoch": 50.0, "eval_accuracy": 0.6990693739424704, "eval_loss": 1.4003111124038696, "eval_runtime": 1.5784, "eval_samples_per_second": 303.472, "eval_steps_per_second": 2.534, "step": 89350 }, { "epoch": 51.0, "learning_rate": 3.482810936978993e-05, "loss": 1.4619, "step": 91137 }, { "epoch": 51.0, "eval_accuracy": 0.7039692846253741, "eval_loss": 1.3846591711044312, "eval_runtime": 1.5968, "eval_samples_per_second": 299.97, "eval_steps_per_second": 2.505, "step": 91137 }, { "epoch": 52.0, "learning_rate": 3.453034344781594e-05, "loss": 1.4599, "step": 92924 }, { "epoch": 52.0, "eval_accuracy": 0.6936358731150427, "eval_loss": 1.432299256324768, "eval_runtime": 1.5811, "eval_samples_per_second": 302.963, "eval_steps_per_second": 2.53, "step": 92924 }, { "epoch": 53.0, "learning_rate": 3.423257752584195e-05, "loss": 1.4596, "step": 94711 }, { "epoch": 53.0, "eval_accuracy": 0.6986458829796182, "eval_loss": 1.3935346603393555, "eval_runtime": 1.6107, "eval_samples_per_second": 297.395, "eval_steps_per_second": 2.483, "step": 94711 }, { "epoch": 54.0, "learning_rate": 3.393481160386796e-05, "loss": 1.4567, "step": 96498 }, { "epoch": 54.0, "eval_accuracy": 0.6973647322680123, "eval_loss": 1.4121975898742676, "eval_runtime": 1.5718, "eval_samples_per_second": 304.748, "eval_steps_per_second": 2.545, "step": 96498 }, { "epoch": 55.0, "learning_rate": 3.363704568189397e-05, "loss": 1.455, "step": 98285 }, { "epoch": 55.0, "eval_accuracy": 0.697701760770372, "eval_loss": 1.3974732160568237, "eval_runtime": 1.5964, "eval_samples_per_second": 300.059, "eval_steps_per_second": 2.506, "step": 98285 }, { "epoch": 56.0, "learning_rate": 3.333927975991997e-05, "loss": 1.4533, "step": 100072 }, { "epoch": 56.0, "eval_accuracy": 0.7003512716032037, "eval_loss": 1.3907233476638794, "eval_runtime": 1.5952, "eval_samples_per_second": 300.282, "eval_steps_per_second": 2.508, "step": 100072 }, { "epoch": 57.0, "learning_rate": 3.3041680560186735e-05, "loss": 1.4513, "step": 101859 }, { "epoch": 57.0, "eval_accuracy": 0.6997069085833915, "eval_loss": 1.3957313299179077, "eval_runtime": 1.5802, "eval_samples_per_second": 303.121, "eval_steps_per_second": 2.531, "step": 101859 }, { "epoch": 58.0, "learning_rate": 3.274374791597199e-05, "loss": 1.45, "step": 103646 }, { "epoch": 58.0, "eval_accuracy": 0.7000896509217236, "eval_loss": 1.390682578086853, "eval_runtime": 1.6316, "eval_samples_per_second": 293.58, "eval_steps_per_second": 2.452, "step": 103646 }, { "epoch": 59.0, "learning_rate": 3.2445815271757255e-05, "loss": 1.4466, "step": 105433 }, { "epoch": 59.0, "eval_accuracy": 0.698792492819097, "eval_loss": 1.4062516689300537, "eval_runtime": 1.5938, "eval_samples_per_second": 300.532, "eval_steps_per_second": 2.51, "step": 105433 }, { "epoch": 60.0, "learning_rate": 3.214821607202401e-05, "loss": 1.4455, "step": 107220 }, { "epoch": 60.0, "eval_accuracy": 0.7036078889537957, "eval_loss": 1.3599776029586792, "eval_runtime": 1.5863, "eval_samples_per_second": 301.968, "eval_steps_per_second": 2.522, "step": 107220 }, { "epoch": 61.0, "learning_rate": 3.1850283427809266e-05, "loss": 1.4439, "step": 109007 }, { "epoch": 61.0, "eval_accuracy": 0.7015180371947121, "eval_loss": 1.3940563201904297, "eval_runtime": 1.5866, "eval_samples_per_second": 301.902, "eval_steps_per_second": 2.521, "step": 109007 }, { "epoch": 62.0, "learning_rate": 3.155235078359453e-05, "loss": 1.4432, "step": 110794 }, { "epoch": 62.0, "eval_accuracy": 0.7016475844736108, "eval_loss": 1.3854174613952637, "eval_runtime": 1.5895, "eval_samples_per_second": 301.358, "eval_steps_per_second": 2.517, "step": 110794 }, { "epoch": 63.0, "learning_rate": 3.125458486162054e-05, "loss": 1.4404, "step": 112581 }, { "epoch": 63.0, "eval_accuracy": 0.6972722913316973, "eval_loss": 1.4080028533935547, "eval_runtime": 1.588, "eval_samples_per_second": 301.645, "eval_steps_per_second": 2.519, "step": 112581 }, { "epoch": 64.0, "learning_rate": 3.09566522174058e-05, "loss": 1.4397, "step": 114368 }, { "epoch": 64.0, "eval_accuracy": 0.7010520409594614, "eval_loss": 1.3923581838607788, "eval_runtime": 1.6035, "eval_samples_per_second": 298.723, "eval_steps_per_second": 2.495, "step": 114368 }, { "epoch": 65.0, "learning_rate": 3.0659053017672554e-05, "loss": 1.4366, "step": 116155 }, { "epoch": 65.0, "eval_accuracy": 0.7049133849337983, "eval_loss": 1.3872087001800537, "eval_runtime": 1.5917, "eval_samples_per_second": 300.927, "eval_steps_per_second": 2.513, "step": 116155 }, { "epoch": 66.0, "learning_rate": 3.0361287095698566e-05, "loss": 1.4358, "step": 117942 }, { "epoch": 66.0, "eval_accuracy": 0.7010343677010343, "eval_loss": 1.3924205303192139, "eval_runtime": 1.5814, "eval_samples_per_second": 302.891, "eval_steps_per_second": 2.529, "step": 117942 }, { "epoch": 67.0, "learning_rate": 3.0063354451483826e-05, "loss": 1.4339, "step": 119729 }, { "epoch": 67.0, "eval_accuracy": 0.6988593369019926, "eval_loss": 1.3895306587219238, "eval_runtime": 1.7118, "eval_samples_per_second": 279.814, "eval_steps_per_second": 2.337, "step": 119729 }, { "epoch": 68.0, "learning_rate": 2.9765588529509835e-05, "loss": 1.4329, "step": 121516 }, { "epoch": 68.0, "eval_accuracy": 0.7001914091088217, "eval_loss": 1.4007033109664917, "eval_runtime": 1.5846, "eval_samples_per_second": 302.287, "eval_steps_per_second": 2.524, "step": 121516 }, { "epoch": 69.0, "learning_rate": 2.9467822607535845e-05, "loss": 1.4319, "step": 123303 }, { "epoch": 69.0, "eval_accuracy": 0.7047012042076765, "eval_loss": 1.3672277927398682, "eval_runtime": 1.6189, "eval_samples_per_second": 295.88, "eval_steps_per_second": 2.471, "step": 123303 }, { "epoch": 70.0, "learning_rate": 2.9169889963321108e-05, "loss": 1.4287, "step": 125090 }, { "epoch": 70.0, "eval_accuracy": 0.7020639054580078, "eval_loss": 1.3891570568084717, "eval_runtime": 1.6012, "eval_samples_per_second": 299.158, "eval_steps_per_second": 2.498, "step": 125090 }, { "epoch": 71.0, "learning_rate": 2.8872290763587863e-05, "loss": 1.4284, "step": 126877 }, { "epoch": 71.0, "eval_accuracy": 0.7016447644932612, "eval_loss": 1.367444396018982, "eval_runtime": 1.5982, "eval_samples_per_second": 299.72, "eval_steps_per_second": 2.503, "step": 126877 }, { "epoch": 72.0, "learning_rate": 2.8574358119373123e-05, "loss": 1.4265, "step": 128664 }, { "epoch": 72.0, "eval_accuracy": 0.6961661071458798, "eval_loss": 1.3982675075531006, "eval_runtime": 1.5745, "eval_samples_per_second": 304.228, "eval_steps_per_second": 2.541, "step": 128664 }, { "epoch": 73.0, "learning_rate": 2.8276592197399132e-05, "loss": 1.4254, "step": 130451 }, { "epoch": 73.0, "eval_accuracy": 0.700606782352274, "eval_loss": 1.3664897680282593, "eval_runtime": 1.5897, "eval_samples_per_second": 301.308, "eval_steps_per_second": 2.516, "step": 130451 }, { "epoch": 74.0, "learning_rate": 2.797882627542514e-05, "loss": 1.4231, "step": 132238 }, { "epoch": 74.0, "eval_accuracy": 0.7003467887363019, "eval_loss": 1.3851745128631592, "eval_runtime": 1.602, "eval_samples_per_second": 299.009, "eval_steps_per_second": 2.497, "step": 132238 }, { "epoch": 75.0, "learning_rate": 2.76808936312104e-05, "loss": 1.4228, "step": 134025 }, { "epoch": 75.0, "eval_accuracy": 0.6945481910920341, "eval_loss": 1.4327718019485474, "eval_runtime": 1.6912, "eval_samples_per_second": 283.237, "eval_steps_per_second": 2.365, "step": 134025 }, { "epoch": 76.0, "learning_rate": 2.738312770923641e-05, "loss": 1.4217, "step": 135812 }, { "epoch": 76.0, "eval_accuracy": 0.7030551729953062, "eval_loss": 1.3831229209899902, "eval_runtime": 1.5761, "eval_samples_per_second": 303.914, "eval_steps_per_second": 2.538, "step": 135812 }, { "epoch": 77.0, "learning_rate": 2.708536178726242e-05, "loss": 1.4198, "step": 137599 }, { "epoch": 77.0, "eval_accuracy": 0.7017066534751423, "eval_loss": 1.3897149562835693, "eval_runtime": 1.5767, "eval_samples_per_second": 303.804, "eval_steps_per_second": 2.537, "step": 137599 }, { "epoch": 78.0, "learning_rate": 2.6787429143047683e-05, "loss": 1.4183, "step": 139386 }, { "epoch": 78.0, "eval_accuracy": 0.7027269918836184, "eval_loss": 1.3789587020874023, "eval_runtime": 1.5653, "eval_samples_per_second": 306.009, "eval_steps_per_second": 2.555, "step": 139386 }, { "epoch": 79.0, "learning_rate": 2.6489496498832943e-05, "loss": 1.417, "step": 141173 }, { "epoch": 79.0, "eval_accuracy": 0.7063395950094348, "eval_loss": 1.3697491884231567, "eval_runtime": 1.5854, "eval_samples_per_second": 302.136, "eval_steps_per_second": 2.523, "step": 141173 }, { "epoch": 80.0, "learning_rate": 2.6191730576858952e-05, "loss": 1.4179, "step": 142960 }, { "epoch": 80.0, "eval_accuracy": 0.700801300011207, "eval_loss": 1.3804936408996582, "eval_runtime": 1.5689, "eval_samples_per_second": 305.304, "eval_steps_per_second": 2.55, "step": 142960 }, { "epoch": 81.0, "learning_rate": 2.589396465488496e-05, "loss": 1.414, "step": 144747 }, { "epoch": 81.0, "eval_accuracy": 0.7050930684024209, "eval_loss": 1.3579356670379639, "eval_runtime": 1.5646, "eval_samples_per_second": 306.14, "eval_steps_per_second": 2.556, "step": 144747 }, { "epoch": 82.0, "learning_rate": 2.559619873291097e-05, "loss": 1.4132, "step": 146534 }, { "epoch": 82.0, "eval_accuracy": 0.7054125504382913, "eval_loss": 1.3726812601089478, "eval_runtime": 1.5755, "eval_samples_per_second": 304.04, "eval_steps_per_second": 2.539, "step": 146534 }, { "epoch": 83.0, "learning_rate": 2.5298599533177726e-05, "loss": 1.4112, "step": 148321 }, { "epoch": 83.0, "eval_accuracy": 0.7013713965855024, "eval_loss": 1.3762907981872559, "eval_runtime": 1.5766, "eval_samples_per_second": 303.809, "eval_steps_per_second": 2.537, "step": 148321 }, { "epoch": 84.0, "learning_rate": 2.5000666888962985e-05, "loss": 1.412, "step": 150108 }, { "epoch": 84.0, "eval_accuracy": 0.7051213694401571, "eval_loss": 1.3806371688842773, "eval_runtime": 1.5857, "eval_samples_per_second": 302.069, "eval_steps_per_second": 2.523, "step": 150108 }, { "epoch": 85.0, "learning_rate": 2.4702734244748252e-05, "loss": 1.4103, "step": 151895 }, { "epoch": 85.0, "eval_accuracy": 0.7021642142599828, "eval_loss": 1.3889108896255493, "eval_runtime": 1.5884, "eval_samples_per_second": 301.569, "eval_steps_per_second": 2.518, "step": 151895 }, { "epoch": 86.0, "learning_rate": 2.4405135045015007e-05, "loss": 1.4082, "step": 153682 }, { "epoch": 86.0, "eval_accuracy": 0.6992571829011913, "eval_loss": 1.3886325359344482, "eval_runtime": 1.5712, "eval_samples_per_second": 304.856, "eval_steps_per_second": 2.546, "step": 153682 }, { "epoch": 87.0, "learning_rate": 2.4107369123041016e-05, "loss": 1.4068, "step": 155469 }, { "epoch": 87.0, "eval_accuracy": 0.7025410225589132, "eval_loss": 1.3720707893371582, "eval_runtime": 1.5911, "eval_samples_per_second": 301.051, "eval_steps_per_second": 2.514, "step": 155469 }, { "epoch": 88.0, "learning_rate": 2.3809436478826276e-05, "loss": 1.4068, "step": 157256 }, { "epoch": 88.0, "eval_accuracy": 0.7049852548799326, "eval_loss": 1.3589400053024292, "eval_runtime": 1.5763, "eval_samples_per_second": 303.874, "eval_steps_per_second": 2.538, "step": 157256 }, { "epoch": 89.0, "learning_rate": 2.351150383461154e-05, "loss": 1.4043, "step": 159043 }, { "epoch": 89.0, "eval_accuracy": 0.7043347949159128, "eval_loss": 1.359857439994812, "eval_runtime": 1.5796, "eval_samples_per_second": 303.245, "eval_steps_per_second": 2.532, "step": 159043 }, { "epoch": 90.0, "learning_rate": 2.321373791263755e-05, "loss": 1.4042, "step": 160830 }, { "epoch": 90.0, "eval_accuracy": 0.7055383080164098, "eval_loss": 1.3674854040145874, "eval_runtime": 1.7188, "eval_samples_per_second": 278.687, "eval_steps_per_second": 2.327, "step": 160830 }, { "epoch": 91.0, "learning_rate": 2.2915971990663558e-05, "loss": 1.4033, "step": 162617 }, { "epoch": 91.0, "eval_accuracy": 0.7031184095829935, "eval_loss": 1.3719748258590698, "eval_runtime": 1.5775, "eval_samples_per_second": 303.654, "eval_steps_per_second": 2.536, "step": 162617 }, { "epoch": 92.0, "learning_rate": 2.2618206068689564e-05, "loss": 1.402, "step": 164404 }, { "epoch": 92.0, "eval_accuracy": 0.7067319874989442, "eval_loss": 1.3505655527114868, "eval_runtime": 1.5905, "eval_samples_per_second": 301.16, "eval_steps_per_second": 2.515, "step": 164404 }, { "epoch": 93.0, "learning_rate": 2.2320273424474827e-05, "loss": 1.4004, "step": 166191 }, { "epoch": 93.0, "eval_accuracy": 0.701749972045175, "eval_loss": 1.3833116292953491, "eval_runtime": 1.5756, "eval_samples_per_second": 304.01, "eval_steps_per_second": 2.539, "step": 166191 }, { "epoch": 94.0, "learning_rate": 2.2022340780260087e-05, "loss": 1.4001, "step": 167978 }, { "epoch": 94.0, "eval_accuracy": 0.7020838620534078, "eval_loss": 1.3734411001205444, "eval_runtime": 1.5691, "eval_samples_per_second": 305.274, "eval_steps_per_second": 2.549, "step": 167978 }, { "epoch": 95.0, "learning_rate": 2.1724574858286096e-05, "loss": 1.398, "step": 169765 }, { "epoch": 95.0, "eval_accuracy": 0.7036638236377547, "eval_loss": 1.3791979551315308, "eval_runtime": 1.5625, "eval_samples_per_second": 306.555, "eval_steps_per_second": 2.56, "step": 169765 }, { "epoch": 96.0, "learning_rate": 2.1426975658552855e-05, "loss": 1.3983, "step": 171552 }, { "epoch": 96.0, "eval_accuracy": 0.7049873914261698, "eval_loss": 1.3675692081451416, "eval_runtime": 1.5747, "eval_samples_per_second": 304.183, "eval_steps_per_second": 2.54, "step": 171552 }, { "epoch": 97.0, "learning_rate": 2.112904301433811e-05, "loss": 1.3966, "step": 173339 }, { "epoch": 97.0, "eval_accuracy": 0.7027283114566787, "eval_loss": 1.3888317346572876, "eval_runtime": 1.5809, "eval_samples_per_second": 302.986, "eval_steps_per_second": 2.53, "step": 173339 }, { "epoch": 98.0, "learning_rate": 2.0831110370123374e-05, "loss": 1.3953, "step": 175126 }, { "epoch": 98.0, "eval_accuracy": 0.7004118244386777, "eval_loss": 1.3927955627441406, "eval_runtime": 1.5702, "eval_samples_per_second": 305.058, "eval_steps_per_second": 2.547, "step": 175126 }, { "epoch": 99.0, "learning_rate": 2.0533344448149383e-05, "loss": 1.3934, "step": 176913 }, { "epoch": 99.0, "eval_accuracy": 0.7010918253079508, "eval_loss": 1.382420301437378, "eval_runtime": 1.5875, "eval_samples_per_second": 301.726, "eval_steps_per_second": 2.52, "step": 176913 }, { "epoch": 100.0, "learning_rate": 2.0235578526175393e-05, "loss": 1.3928, "step": 178700 }, { "epoch": 100.0, "eval_accuracy": 0.703971419076105, "eval_loss": 1.382891297340393, "eval_runtime": 1.5699, "eval_samples_per_second": 305.124, "eval_steps_per_second": 2.548, "step": 178700 }, { "epoch": 101.0, "learning_rate": 1.99378126042014e-05, "loss": 1.3919, "step": 180487 }, { "epoch": 101.0, "eval_accuracy": 0.7045689534721252, "eval_loss": 1.3534067869186401, "eval_runtime": 1.5763, "eval_samples_per_second": 303.883, "eval_steps_per_second": 2.538, "step": 180487 }, { "epoch": 102.0, "learning_rate": 1.9640213404468157e-05, "loss": 1.3902, "step": 182274 }, { "epoch": 102.0, "eval_accuracy": 0.7048191080299756, "eval_loss": 1.3559306859970093, "eval_runtime": 1.7782, "eval_samples_per_second": 269.367, "eval_steps_per_second": 2.249, "step": 182274 }, { "epoch": 103.0, "learning_rate": 1.934228076025342e-05, "loss": 1.3896, "step": 184061 }, { "epoch": 103.0, "eval_accuracy": 0.7044582060694371, "eval_loss": 1.3681745529174805, "eval_runtime": 1.5953, "eval_samples_per_second": 300.253, "eval_steps_per_second": 2.507, "step": 184061 }, { "epoch": 104.0, "learning_rate": 1.904451483827943e-05, "loss": 1.3895, "step": 185848 }, { "epoch": 104.0, "eval_accuracy": 0.7053175360772643, "eval_loss": 1.3642874956130981, "eval_runtime": 1.584, "eval_samples_per_second": 302.391, "eval_steps_per_second": 2.525, "step": 185848 }, { "epoch": 105.0, "learning_rate": 1.874658219406469e-05, "loss": 1.3884, "step": 187635 }, { "epoch": 105.0, "eval_accuracy": 0.7018311771061307, "eval_loss": 1.3854254484176636, "eval_runtime": 1.7105, "eval_samples_per_second": 280.037, "eval_steps_per_second": 2.339, "step": 187635 }, { "epoch": 106.0, "learning_rate": 1.8448816272090695e-05, "loss": 1.3878, "step": 189422 }, { "epoch": 106.0, "eval_accuracy": 0.7038266741699494, "eval_loss": 1.370182752609253, "eval_runtime": 1.5712, "eval_samples_per_second": 304.857, "eval_steps_per_second": 2.546, "step": 189422 }, { "epoch": 107.0, "learning_rate": 1.8151050350116704e-05, "loss": 1.3865, "step": 191209 }, { "epoch": 107.0, "eval_accuracy": 0.7055550824604729, "eval_loss": 1.3529911041259766, "eval_runtime": 1.587, "eval_samples_per_second": 301.822, "eval_steps_per_second": 2.52, "step": 191209 }, { "epoch": 108.0, "learning_rate": 1.7853284428142717e-05, "loss": 1.3842, "step": 192996 }, { "epoch": 108.0, "eval_accuracy": 0.7007661234155175, "eval_loss": 1.3804410696029663, "eval_runtime": 1.5953, "eval_samples_per_second": 300.25, "eval_steps_per_second": 2.507, "step": 192996 }, { "epoch": 109.0, "learning_rate": 1.7555351783927977e-05, "loss": 1.3836, "step": 194783 }, { "epoch": 109.0, "eval_accuracy": 0.7072856221792392, "eval_loss": 1.3507838249206543, "eval_runtime": 1.5928, "eval_samples_per_second": 300.728, "eval_steps_per_second": 2.511, "step": 194783 }, { "epoch": 110.0, "learning_rate": 1.7257585861953983e-05, "loss": 1.3831, "step": 196570 }, { "epoch": 110.0, "eval_accuracy": 0.7002392681210415, "eval_loss": 1.3821208477020264, "eval_runtime": 1.5673, "eval_samples_per_second": 305.62, "eval_steps_per_second": 2.552, "step": 196570 }, { "epoch": 111.0, "learning_rate": 1.6959819939979992e-05, "loss": 1.3828, "step": 198357 }, { "epoch": 111.0, "eval_accuracy": 0.7063221331514015, "eval_loss": 1.355231523513794, "eval_runtime": 1.5725, "eval_samples_per_second": 304.605, "eval_steps_per_second": 2.544, "step": 198357 }, { "epoch": 112.0, "learning_rate": 1.6662054018006005e-05, "loss": 1.382, "step": 200144 }, { "epoch": 112.0, "eval_accuracy": 0.7089512489136833, "eval_loss": 1.3567301034927368, "eval_runtime": 1.5868, "eval_samples_per_second": 301.856, "eval_steps_per_second": 2.521, "step": 200144 }, { "epoch": 113.0, "learning_rate": 1.6364288096032014e-05, "loss": 1.3806, "step": 201931 }, { "epoch": 113.0, "eval_accuracy": 0.7021602747892242, "eval_loss": 1.3915045261383057, "eval_runtime": 1.5651, "eval_samples_per_second": 306.042, "eval_steps_per_second": 2.556, "step": 201931 }, { "epoch": 114.0, "learning_rate": 1.6066355451817274e-05, "loss": 1.3802, "step": 203718 }, { "epoch": 114.0, "eval_accuracy": 0.7098393008175923, "eval_loss": 1.366058588027954, "eval_runtime": 1.5787, "eval_samples_per_second": 303.406, "eval_steps_per_second": 2.534, "step": 203718 }, { "epoch": 115.0, "learning_rate": 1.576858952984328e-05, "loss": 1.3789, "step": 205505 }, { "epoch": 115.0, "eval_accuracy": 0.7071270105379922, "eval_loss": 1.358585000038147, "eval_runtime": 1.5848, "eval_samples_per_second": 302.249, "eval_steps_per_second": 2.524, "step": 205505 }, { "epoch": 116.0, "learning_rate": 1.5470656885628543e-05, "loss": 1.3789, "step": 207292 }, { "epoch": 116.0, "eval_accuracy": 0.7049299719887955, "eval_loss": 1.3643481731414795, "eval_runtime": 1.5702, "eval_samples_per_second": 305.048, "eval_steps_per_second": 2.547, "step": 207292 }, { "epoch": 117.0, "learning_rate": 1.5172724241413804e-05, "loss": 1.3782, "step": 209079 }, { "epoch": 117.0, "eval_accuracy": 0.7037224045555275, "eval_loss": 1.3715710639953613, "eval_runtime": 1.5697, "eval_samples_per_second": 305.149, "eval_steps_per_second": 2.548, "step": 209079 }, { "epoch": 118.0, "learning_rate": 1.4874958319439813e-05, "loss": 1.3763, "step": 210866 }, { "epoch": 118.0, "eval_accuracy": 0.70765141977899, "eval_loss": 1.3476457595825195, "eval_runtime": 1.5964, "eval_samples_per_second": 300.046, "eval_steps_per_second": 2.506, "step": 210866 }, { "epoch": 119.0, "learning_rate": 1.4577192397465823e-05, "loss": 1.3762, "step": 212653 }, { "epoch": 119.0, "eval_accuracy": 0.7066520959426138, "eval_loss": 1.3518937826156616, "eval_runtime": 1.6463, "eval_samples_per_second": 290.954, "eval_steps_per_second": 2.43, "step": 212653 }, { "epoch": 120.0, "learning_rate": 1.427942647549183e-05, "loss": 1.3741, "step": 214440 }, { "epoch": 120.0, "eval_accuracy": 0.7027226737907122, "eval_loss": 1.3735955953598022, "eval_runtime": 1.5849, "eval_samples_per_second": 302.235, "eval_steps_per_second": 2.524, "step": 214440 }, { "epoch": 121.0, "learning_rate": 1.398166055351784e-05, "loss": 1.3741, "step": 216227 }, { "epoch": 121.0, "eval_accuracy": 0.7072822864813468, "eval_loss": 1.339490532875061, "eval_runtime": 1.5667, "eval_samples_per_second": 305.741, "eval_steps_per_second": 2.553, "step": 216227 }, { "epoch": 122.0, "learning_rate": 1.3684061353784596e-05, "loss": 1.3732, "step": 218014 }, { "epoch": 122.0, "eval_accuracy": 0.7020326111235202, "eval_loss": 1.3724454641342163, "eval_runtime": 1.7004, "eval_samples_per_second": 281.702, "eval_steps_per_second": 2.352, "step": 218014 }, { "epoch": 123.0, "learning_rate": 1.3386128709569856e-05, "loss": 1.3724, "step": 219801 }, { "epoch": 123.0, "eval_accuracy": 0.7025496548809691, "eval_loss": 1.37235689163208, "eval_runtime": 1.5713, "eval_samples_per_second": 304.85, "eval_steps_per_second": 2.546, "step": 219801 }, { "epoch": 124.0, "learning_rate": 1.3088362787595865e-05, "loss": 1.3715, "step": 221588 }, { "epoch": 124.0, "eval_accuracy": 0.7083146445391343, "eval_loss": 1.3571741580963135, "eval_runtime": 1.5874, "eval_samples_per_second": 301.751, "eval_steps_per_second": 2.52, "step": 221588 }, { "epoch": 125.0, "learning_rate": 1.2790430143381127e-05, "loss": 1.3713, "step": 223375 }, { "epoch": 125.0, "eval_accuracy": 0.7100663560638147, "eval_loss": 1.3430290222167969, "eval_runtime": 1.5682, "eval_samples_per_second": 305.439, "eval_steps_per_second": 2.551, "step": 223375 }, { "epoch": 126.0, "learning_rate": 1.2492497499166388e-05, "loss": 1.369, "step": 225162 }, { "epoch": 126.0, "eval_accuracy": 0.7103282312449283, "eval_loss": 1.3457125425338745, "eval_runtime": 1.7081, "eval_samples_per_second": 280.423, "eval_steps_per_second": 2.342, "step": 225162 }, { "epoch": 127.0, "learning_rate": 1.2194731577192398e-05, "loss": 1.3687, "step": 226949 }, { "epoch": 127.0, "eval_accuracy": 0.7112089514568553, "eval_loss": 1.3456733226776123, "eval_runtime": 1.5857, "eval_samples_per_second": 302.075, "eval_steps_per_second": 2.523, "step": 226949 }, { "epoch": 128.0, "learning_rate": 1.1896965655218407e-05, "loss": 1.3698, "step": 228736 }, { "epoch": 128.0, "eval_accuracy": 0.7024267451069125, "eval_loss": 1.3649426698684692, "eval_runtime": 1.5737, "eval_samples_per_second": 304.386, "eval_steps_per_second": 2.542, "step": 228736 }, { "epoch": 129.0, "learning_rate": 1.1599199733244414e-05, "loss": 1.3683, "step": 230523 }, { "epoch": 129.0, "eval_accuracy": 0.7105218474077428, "eval_loss": 1.3422349691390991, "eval_runtime": 1.5749, "eval_samples_per_second": 304.149, "eval_steps_per_second": 2.54, "step": 230523 }, { "epoch": 130.0, "learning_rate": 1.1301433811270425e-05, "loss": 1.3668, "step": 232310 }, { "epoch": 130.0, "eval_accuracy": 0.7058147358977235, "eval_loss": 1.3530675172805786, "eval_runtime": 1.5757, "eval_samples_per_second": 303.997, "eval_steps_per_second": 2.539, "step": 232310 }, { "epoch": 131.0, "learning_rate": 1.1003667889296433e-05, "loss": 1.3675, "step": 234097 }, { "epoch": 131.0, "eval_accuracy": 0.7058542882801976, "eval_loss": 1.3607447147369385, "eval_runtime": 1.5807, "eval_samples_per_second": 303.038, "eval_steps_per_second": 2.531, "step": 234097 }, { "epoch": 132.0, "learning_rate": 1.0705901967322442e-05, "loss": 1.3661, "step": 235884 }, { "epoch": 132.0, "eval_accuracy": 0.7062627163521837, "eval_loss": 1.3552587032318115, "eval_runtime": 1.5753, "eval_samples_per_second": 304.064, "eval_steps_per_second": 2.539, "step": 235884 }, { "epoch": 133.0, "learning_rate": 1.040813604534845e-05, "loss": 1.3642, "step": 237671 }, { "epoch": 133.0, "eval_accuracy": 0.7053641566603075, "eval_loss": 1.3540754318237305, "eval_runtime": 1.5925, "eval_samples_per_second": 300.778, "eval_steps_per_second": 2.512, "step": 237671 }, { "epoch": 134.0, "learning_rate": 1.0110203401133713e-05, "loss": 1.364, "step": 239458 }, { "epoch": 134.0, "eval_accuracy": 0.7079530276046304, "eval_loss": 1.3564157485961914, "eval_runtime": 1.7195, "eval_samples_per_second": 278.562, "eval_steps_per_second": 2.326, "step": 239458 }, { "epoch": 135.0, "learning_rate": 9.81243747915972e-06, "loss": 1.3635, "step": 241245 }, { "epoch": 135.0, "eval_accuracy": 0.7055403556771546, "eval_loss": 1.3633564710617065, "eval_runtime": 1.5788, "eval_samples_per_second": 303.389, "eval_steps_per_second": 2.534, "step": 241245 }, { "epoch": 136.0, "learning_rate": 9.51467155718573e-06, "loss": 1.3621, "step": 243032 }, { "epoch": 136.0, "eval_accuracy": 0.7042685476900772, "eval_loss": 1.3689273595809937, "eval_runtime": 1.5862, "eval_samples_per_second": 301.987, "eval_steps_per_second": 2.522, "step": 243032 }, { "epoch": 137.0, "learning_rate": 9.217072357452485e-06, "loss": 1.3623, "step": 244819 }, { "epoch": 137.0, "eval_accuracy": 0.7086510057673372, "eval_loss": 1.3668452501296997, "eval_runtime": 1.7126, "eval_samples_per_second": 279.697, "eval_steps_per_second": 2.336, "step": 244819 }, { "epoch": 138.0, "learning_rate": 8.919139713237746e-06, "loss": 1.3614, "step": 246606 }, { "epoch": 138.0, "eval_accuracy": 0.7061014196511074, "eval_loss": 1.3534598350524902, "eval_runtime": 1.5838, "eval_samples_per_second": 302.445, "eval_steps_per_second": 2.526, "step": 246606 }, { "epoch": 139.0, "learning_rate": 8.621373791263756e-06, "loss": 1.3614, "step": 248393 }, { "epoch": 139.0, "eval_accuracy": 0.7085629563319998, "eval_loss": 1.358819603919983, "eval_runtime": 1.606, "eval_samples_per_second": 298.26, "eval_steps_per_second": 2.491, "step": 248393 }, { "epoch": 140.0, "learning_rate": 8.323607869289763e-06, "loss": 1.3588, "step": 250180 }, { "epoch": 140.0, "eval_accuracy": 0.7090991475744103, "eval_loss": 1.3471907377243042, "eval_runtime": 1.5823, "eval_samples_per_second": 302.722, "eval_steps_per_second": 2.528, "step": 250180 }, { "epoch": 141.0, "learning_rate": 8.025841947315772e-06, "loss": 1.3598, "step": 251967 }, { "epoch": 141.0, "eval_accuracy": 0.7084796225037217, "eval_loss": 1.3424988985061646, "eval_runtime": 1.5825, "eval_samples_per_second": 302.692, "eval_steps_per_second": 2.528, "step": 251967 }, { "epoch": 142.0, "learning_rate": 7.728076025341782e-06, "loss": 1.3601, "step": 253754 }, { "epoch": 142.0, "eval_accuracy": 0.7098971286457155, "eval_loss": 1.3533294200897217, "eval_runtime": 1.7592, "eval_samples_per_second": 272.276, "eval_steps_per_second": 2.274, "step": 253754 }, { "epoch": 143.0, "learning_rate": 7.430143381127043e-06, "loss": 1.3585, "step": 255541 }, { "epoch": 143.0, "eval_accuracy": 0.711209661674058, "eval_loss": 1.329834222793579, "eval_runtime": 1.5914, "eval_samples_per_second": 300.99, "eval_steps_per_second": 2.513, "step": 255541 }, { "epoch": 144.0, "learning_rate": 7.132377459153051e-06, "loss": 1.3586, "step": 257328 }, { "epoch": 144.0, "eval_accuracy": 0.703638680447402, "eval_loss": 1.3582900762557983, "eval_runtime": 1.5993, "eval_samples_per_second": 299.511, "eval_steps_per_second": 2.501, "step": 257328 }, { "epoch": 145.0, "learning_rate": 6.83461153717906e-06, "loss": 1.3583, "step": 259115 }, { "epoch": 145.0, "eval_accuracy": 0.7081236721458124, "eval_loss": 1.3454816341400146, "eval_runtime": 1.6765, "eval_samples_per_second": 285.71, "eval_steps_per_second": 2.386, "step": 259115 }, { "epoch": 146.0, "learning_rate": 6.536845615205069e-06, "loss": 1.3567, "step": 260902 }, { "epoch": 146.0, "eval_accuracy": 0.7044657007018338, "eval_loss": 1.367392659187317, "eval_runtime": 1.5885, "eval_samples_per_second": 301.545, "eval_steps_per_second": 2.518, "step": 260902 }, { "epoch": 147.0, "learning_rate": 6.239079693231077e-06, "loss": 1.3561, "step": 262689 }, { "epoch": 147.0, "eval_accuracy": 0.7055519671993036, "eval_loss": 1.370457649230957, "eval_runtime": 1.577, "eval_samples_per_second": 303.746, "eval_steps_per_second": 2.537, "step": 262689 }, { "epoch": 148.0, "learning_rate": 5.941147049016339e-06, "loss": 1.3552, "step": 264476 }, { "epoch": 148.0, "eval_accuracy": 0.7079978529253892, "eval_loss": 1.3506109714508057, "eval_runtime": 1.5817, "eval_samples_per_second": 302.839, "eval_steps_per_second": 2.529, "step": 264476 }, { "epoch": 149.0, "learning_rate": 5.6432144048016e-06, "loss": 1.3547, "step": 266263 }, { "epoch": 149.0, "eval_accuracy": 0.7119885902849632, "eval_loss": 1.3456552028656006, "eval_runtime": 1.7734, "eval_samples_per_second": 270.099, "eval_steps_per_second": 2.256, "step": 266263 }, { "epoch": 150.0, "learning_rate": 5.34544848282761e-06, "loss": 1.3538, "step": 268050 }, { "epoch": 150.0, "eval_accuracy": 0.7099597756501048, "eval_loss": 1.3244553804397583, "eval_runtime": 1.5873, "eval_samples_per_second": 301.767, "eval_steps_per_second": 2.52, "step": 268050 }, { "epoch": 151.0, "learning_rate": 5.047682560853618e-06, "loss": 1.3543, "step": 269837 }, { "epoch": 151.0, "eval_accuracy": 0.7109617665330096, "eval_loss": 1.3277746438980103, "eval_runtime": 1.5987, "eval_samples_per_second": 299.621, "eval_steps_per_second": 2.502, "step": 269837 }, { "epoch": 152.0, "learning_rate": 4.749916638879627e-06, "loss": 1.3549, "step": 271624 }, { "epoch": 152.0, "eval_accuracy": 0.7103175715446927, "eval_loss": 1.334486961364746, "eval_runtime": 1.6577, "eval_samples_per_second": 288.956, "eval_steps_per_second": 2.413, "step": 271624 }, { "epoch": 153.0, "learning_rate": 4.452150716905636e-06, "loss": 1.3528, "step": 273411 }, { "epoch": 153.0, "eval_accuracy": 0.7089188813134827, "eval_loss": 1.3335890769958496, "eval_runtime": 1.5839, "eval_samples_per_second": 302.417, "eval_steps_per_second": 2.525, "step": 273411 }, { "epoch": 154.0, "learning_rate": 4.154551517172391e-06, "loss": 1.3528, "step": 275198 }, { "epoch": 154.0, "eval_accuracy": 0.7074926352064921, "eval_loss": 1.3620299100875854, "eval_runtime": 1.6136, "eval_samples_per_second": 296.847, "eval_steps_per_second": 2.479, "step": 275198 }, { "epoch": 155.0, "learning_rate": 3.856618872957652e-06, "loss": 1.3531, "step": 276985 }, { "epoch": 155.0, "eval_accuracy": 0.7119889627210272, "eval_loss": 1.3383039236068726, "eval_runtime": 1.6118, "eval_samples_per_second": 297.175, "eval_steps_per_second": 2.482, "step": 276985 }, { "epoch": 156.0, "learning_rate": 3.558852950983661e-06, "loss": 1.3525, "step": 278772 }, { "epoch": 156.0, "eval_accuracy": 0.709147771696638, "eval_loss": 1.3376810550689697, "eval_runtime": 1.6014, "eval_samples_per_second": 299.106, "eval_steps_per_second": 2.498, "step": 278772 }, { "epoch": 157.0, "learning_rate": 3.2609203067689235e-06, "loss": 1.3509, "step": 280559 }, { "epoch": 157.0, "eval_accuracy": 0.7054241768129798, "eval_loss": 1.363862156867981, "eval_runtime": 1.5926, "eval_samples_per_second": 300.762, "eval_steps_per_second": 2.512, "step": 280559 }, { "epoch": 158.0, "learning_rate": 2.962987662554185e-06, "loss": 1.3502, "step": 282346 }, { "epoch": 158.0, "eval_accuracy": 0.7090706112196483, "eval_loss": 1.345644235610962, "eval_runtime": 1.7541, "eval_samples_per_second": 273.075, "eval_steps_per_second": 2.28, "step": 282346 }, { "epoch": 159.0, "learning_rate": 2.6653884628209403e-06, "loss": 1.351, "step": 284133 }, { "epoch": 159.0, "eval_accuracy": 0.7110125231650475, "eval_loss": 1.3358895778656006, "eval_runtime": 1.7083, "eval_samples_per_second": 280.394, "eval_steps_per_second": 2.341, "step": 284133 }, { "epoch": 160.0, "learning_rate": 2.3674558186062022e-06, "loss": 1.3493, "step": 285920 }, { "epoch": 160.0, "eval_accuracy": 0.7128785320274682, "eval_loss": 1.3361459970474243, "eval_runtime": 1.5991, "eval_samples_per_second": 299.536, "eval_steps_per_second": 2.501, "step": 285920 }, { "epoch": 161.0, "learning_rate": 2.069523174391464e-06, "loss": 1.3497, "step": 287707 }, { "epoch": 161.0, "eval_accuracy": 0.7090949997187693, "eval_loss": 1.3350205421447754, "eval_runtime": 1.5987, "eval_samples_per_second": 299.61, "eval_steps_per_second": 2.502, "step": 287707 }, { "epoch": 162.0, "learning_rate": 1.7717572524174725e-06, "loss": 1.3484, "step": 289494 }, { "epoch": 162.0, "eval_accuracy": 0.7074801387490209, "eval_loss": 1.3582346439361572, "eval_runtime": 1.5871, "eval_samples_per_second": 301.812, "eval_steps_per_second": 2.52, "step": 289494 }, { "epoch": 163.0, "learning_rate": 1.4739913304434811e-06, "loss": 1.35, "step": 291281 }, { "epoch": 163.0, "eval_accuracy": 0.7099812203940914, "eval_loss": 1.3440545797348022, "eval_runtime": 1.5859, "eval_samples_per_second": 302.036, "eval_steps_per_second": 2.522, "step": 291281 }, { "epoch": 164.0, "learning_rate": 1.17622540846949e-06, "loss": 1.3485, "step": 293068 }, { "epoch": 164.0, "eval_accuracy": 0.709328337341312, "eval_loss": 1.322691559791565, "eval_runtime": 1.6662, "eval_samples_per_second": 287.479, "eval_steps_per_second": 2.401, "step": 293068 }, { "epoch": 165.0, "learning_rate": 8.784594864954986e-07, "loss": 1.3485, "step": 294855 }, { "epoch": 165.0, "eval_accuracy": 0.711818259167872, "eval_loss": 1.3385770320892334, "eval_runtime": 1.6184, "eval_samples_per_second": 295.967, "eval_steps_per_second": 2.472, "step": 294855 }, { "epoch": 166.0, "learning_rate": 5.806935645215072e-07, "loss": 1.3483, "step": 296642 }, { "epoch": 166.0, "eval_accuracy": 0.7086703561799347, "eval_loss": 1.347002625465393, "eval_runtime": 1.5811, "eval_samples_per_second": 302.945, "eval_steps_per_second": 2.53, "step": 296642 }, { "epoch": 167.0, "learning_rate": 2.829276425475159e-07, "loss": 1.3481, "step": 298429 }, { "epoch": 167.0, "eval_accuracy": 0.7087042253521126, "eval_loss": 1.3404722213745117, "eval_runtime": 1.6093, "eval_samples_per_second": 297.645, "eval_steps_per_second": 2.486, "step": 298429 }, { "epoch": 167.88, "learning_rate": 2.1007002334111373e-08, "loss": 1.3465, "step": 300000 }, { "epoch": 167.88, "eval_accuracy": 0.7062244840892568, "eval_loss": 1.3382107019424438, "eval_runtime": 1.6088, "eval_samples_per_second": 297.737, "eval_steps_per_second": 2.486, "step": 300000 }, { "epoch": 167.88, "step": 300000, "total_flos": 5.088223250635293e+18, "train_loss": 1.4402713134765626, "train_runtime": 110171.7858, "train_samples_per_second": 348.547, "train_steps_per_second": 2.723 } ], "max_steps": 300000, "num_train_epochs": 168, "total_flos": 5.088223250635293e+18, "trial_name": null, "trial_params": null }