{ "best_metric": 0.26086243987083435, "best_model_checkpoint": "./results/checkpoint-5500", "epoch": 2.9880478087649402, "global_step": 9000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 1.0000000000000002e-06, "loss": 0.6922, "step": 10 }, { "epoch": 0.01, "learning_rate": 2.0000000000000003e-06, "loss": 0.6938, "step": 20 }, { "epoch": 0.01, "learning_rate": 3e-06, "loss": 0.694, "step": 30 }, { "epoch": 0.01, "learning_rate": 4.000000000000001e-06, "loss": 0.6926, "step": 40 }, { "epoch": 0.02, "learning_rate": 5e-06, "loss": 0.6929, "step": 50 }, { "epoch": 0.02, "eval_accuracy": 0.48244374990463257, "eval_loss": 0.6933985948562622, "eval_runtime": 2988.6075, "eval_samples_per_second": 4.031, "eval_steps_per_second": 0.063, "step": 50 }, { "epoch": 0.02, "learning_rate": 6e-06, "loss": 0.6935, "step": 60 }, { "epoch": 0.02, "learning_rate": 7.000000000000001e-06, "loss": 0.6929, "step": 70 }, { "epoch": 0.03, "learning_rate": 8.000000000000001e-06, "loss": 0.6935, "step": 80 }, { "epoch": 0.03, "learning_rate": 9e-06, "loss": 0.6934, "step": 90 }, { "epoch": 0.03, "learning_rate": 1e-05, "loss": 0.6927, "step": 100 }, { "epoch": 0.03, "eval_accuracy": 0.48244374990463257, "eval_loss": 0.6929991245269775, "eval_runtime": 3009.547, "eval_samples_per_second": 4.003, "eval_steps_per_second": 0.063, "step": 100 }, { "epoch": 0.04, "learning_rate": 1.1000000000000001e-05, "loss": 0.6933, "step": 110 }, { "epoch": 0.04, "learning_rate": 1.2e-05, "loss": 0.6919, "step": 120 }, { "epoch": 0.04, "learning_rate": 1.3000000000000001e-05, "loss": 0.6893, "step": 130 }, { "epoch": 0.05, "learning_rate": 1.4000000000000001e-05, "loss": 0.6794, "step": 140 }, { "epoch": 0.05, "learning_rate": 1.5e-05, "loss": 0.6701, "step": 150 }, { "epoch": 0.05, "eval_accuracy": 0.671287477016449, "eval_loss": 0.6748385429382324, "eval_runtime": 3039.4115, "eval_samples_per_second": 3.964, "eval_steps_per_second": 0.062, "step": 150 }, { "epoch": 0.05, "learning_rate": 1.6000000000000003e-05, "loss": 0.6603, "step": 160 }, { "epoch": 0.06, "learning_rate": 1.7000000000000003e-05, "loss": 0.6428, "step": 170 }, { "epoch": 0.06, "learning_rate": 1.8e-05, "loss": 0.643, "step": 180 }, { "epoch": 0.06, "learning_rate": 1.9e-05, "loss": 0.6138, "step": 190 }, { "epoch": 0.07, "learning_rate": 2e-05, "loss": 0.5888, "step": 200 }, { "epoch": 0.07, "eval_accuracy": 0.815970778465271, "eval_loss": 0.5752072334289551, "eval_runtime": 3007.0357, "eval_samples_per_second": 4.006, "eval_steps_per_second": 0.063, "step": 200 }, { "epoch": 0.07, "learning_rate": 2.1e-05, "loss": 0.5843, "step": 210 }, { "epoch": 0.07, "learning_rate": 2.2000000000000003e-05, "loss": 0.6005, "step": 220 }, { "epoch": 0.08, "learning_rate": 2.3000000000000003e-05, "loss": 0.5417, "step": 230 }, { "epoch": 0.08, "learning_rate": 2.4e-05, "loss": 0.5546, "step": 240 }, { "epoch": 0.08, "learning_rate": 2.5e-05, "loss": 0.5493, "step": 250 }, { "epoch": 0.08, "eval_accuracy": 0.829750120639801, "eval_loss": 0.507931649684906, "eval_runtime": 2890.9969, "eval_samples_per_second": 4.167, "eval_steps_per_second": 0.065, "step": 250 }, { "epoch": 0.09, "learning_rate": 2.6000000000000002e-05, "loss": 0.519, "step": 260 }, { "epoch": 0.09, "learning_rate": 2.7000000000000002e-05, "loss": 0.4943, "step": 270 }, { "epoch": 0.09, "learning_rate": 2.8000000000000003e-05, "loss": 0.5312, "step": 280 }, { "epoch": 0.1, "learning_rate": 2.9e-05, "loss": 0.5532, "step": 290 }, { "epoch": 0.1, "learning_rate": 3e-05, "loss": 0.5315, "step": 300 }, { "epoch": 0.1, "eval_accuracy": 0.7565369009971619, "eval_loss": 0.5359323024749756, "eval_runtime": 3029.4417, "eval_samples_per_second": 3.977, "eval_steps_per_second": 0.062, "step": 300 }, { "epoch": 0.1, "learning_rate": 3.1e-05, "loss": 0.4794, "step": 310 }, { "epoch": 0.11, "learning_rate": 3.2000000000000005e-05, "loss": 0.4717, "step": 320 }, { "epoch": 0.11, "learning_rate": 3.3e-05, "loss": 0.5199, "step": 330 }, { "epoch": 0.11, "learning_rate": 3.4000000000000007e-05, "loss": 0.4743, "step": 340 }, { "epoch": 0.12, "learning_rate": 3.5e-05, "loss": 0.4576, "step": 350 }, { "epoch": 0.12, "eval_accuracy": 0.8144766092300415, "eval_loss": 0.4594773054122925, "eval_runtime": 2944.0266, "eval_samples_per_second": 4.092, "eval_steps_per_second": 0.064, "step": 350 }, { "epoch": 0.12, "learning_rate": 3.6e-05, "loss": 0.3828, "step": 360 }, { "epoch": 0.12, "learning_rate": 3.7e-05, "loss": 0.4435, "step": 370 }, { "epoch": 0.13, "learning_rate": 3.8e-05, "loss": 0.391, "step": 380 }, { "epoch": 0.13, "learning_rate": 3.9000000000000006e-05, "loss": 0.5049, "step": 390 }, { "epoch": 0.13, "learning_rate": 4e-05, "loss": 0.4562, "step": 400 }, { "epoch": 0.13, "eval_accuracy": 0.8325724005699158, "eval_loss": 0.4149327874183655, "eval_runtime": 2923.6572, "eval_samples_per_second": 4.121, "eval_steps_per_second": 0.065, "step": 400 }, { "epoch": 0.14, "learning_rate": 4.1e-05, "loss": 0.4448, "step": 410 }, { "epoch": 0.14, "learning_rate": 4.2e-05, "loss": 0.5251, "step": 420 }, { "epoch": 0.14, "learning_rate": 4.3e-05, "loss": 0.4321, "step": 430 }, { "epoch": 0.15, "learning_rate": 4.4000000000000006e-05, "loss": 0.5235, "step": 440 }, { "epoch": 0.15, "learning_rate": 4.5e-05, "loss": 0.4184, "step": 450 }, { "epoch": 0.15, "eval_accuracy": 0.8212003111839294, "eval_loss": 0.45684748888015747, "eval_runtime": 2914.0923, "eval_samples_per_second": 4.134, "eval_steps_per_second": 0.065, "step": 450 }, { "epoch": 0.15, "learning_rate": 4.600000000000001e-05, "loss": 0.5847, "step": 460 }, { "epoch": 0.16, "learning_rate": 4.7e-05, "loss": 0.512, "step": 470 }, { "epoch": 0.16, "learning_rate": 4.8e-05, "loss": 0.5393, "step": 480 }, { "epoch": 0.16, "learning_rate": 4.9e-05, "loss": 0.5452, "step": 490 }, { "epoch": 0.17, "learning_rate": 5e-05, "loss": 0.4554, "step": 500 }, { "epoch": 0.17, "eval_accuracy": 0.8339005708694458, "eval_loss": 0.48061037063598633, "eval_runtime": 2915.8808, "eval_samples_per_second": 4.132, "eval_steps_per_second": 0.065, "step": 500 }, { "epoch": 0.17, "learning_rate": 4.994142455482662e-05, "loss": 0.4601, "step": 510 }, { "epoch": 0.17, "learning_rate": 4.9882849109653237e-05, "loss": 0.5016, "step": 520 }, { "epoch": 0.18, "learning_rate": 4.9824273664479854e-05, "loss": 0.4519, "step": 530 }, { "epoch": 0.18, "learning_rate": 4.9765698219306464e-05, "loss": 0.5132, "step": 540 }, { "epoch": 0.18, "learning_rate": 4.970712277413309e-05, "loss": 0.4444, "step": 550 }, { "epoch": 0.18, "eval_accuracy": 0.8052627444267273, "eval_loss": 0.4847351312637329, "eval_runtime": 2834.0076, "eval_samples_per_second": 4.251, "eval_steps_per_second": 0.067, "step": 550 }, { "epoch": 0.19, "learning_rate": 4.9648547328959705e-05, "loss": 0.4314, "step": 560 }, { "epoch": 0.19, "learning_rate": 4.9589971883786315e-05, "loss": 0.5419, "step": 570 }, { "epoch": 0.19, "learning_rate": 4.953139643861294e-05, "loss": 0.4737, "step": 580 }, { "epoch": 0.2, "learning_rate": 4.947282099343955e-05, "loss": 0.5337, "step": 590 }, { "epoch": 0.2, "learning_rate": 4.9414245548266166e-05, "loss": 0.538, "step": 600 }, { "epoch": 0.2, "eval_accuracy": 0.8014443516731262, "eval_loss": 0.45312491059303284, "eval_runtime": 2917.8384, "eval_samples_per_second": 4.129, "eval_steps_per_second": 0.065, "step": 600 }, { "epoch": 0.2, "learning_rate": 4.935567010309279e-05, "loss": 0.381, "step": 610 }, { "epoch": 0.21, "learning_rate": 4.92970946579194e-05, "loss": 0.448, "step": 620 }, { "epoch": 0.21, "learning_rate": 4.923851921274602e-05, "loss": 0.5391, "step": 630 }, { "epoch": 0.21, "learning_rate": 4.9179943767572635e-05, "loss": 0.4214, "step": 640 }, { "epoch": 0.22, "learning_rate": 4.912136832239925e-05, "loss": 0.4842, "step": 650 }, { "epoch": 0.22, "eval_accuracy": 0.8117373585700989, "eval_loss": 0.45403727889060974, "eval_runtime": 2926.2641, "eval_samples_per_second": 4.117, "eval_steps_per_second": 0.065, "step": 650 }, { "epoch": 0.22, "learning_rate": 4.906279287722587e-05, "loss": 0.456, "step": 660 }, { "epoch": 0.22, "learning_rate": 4.9004217432052486e-05, "loss": 0.479, "step": 670 }, { "epoch": 0.23, "learning_rate": 4.89456419868791e-05, "loss": 0.404, "step": 680 }, { "epoch": 0.23, "learning_rate": 4.888706654170572e-05, "loss": 0.4451, "step": 690 }, { "epoch": 0.23, "learning_rate": 4.882849109653234e-05, "loss": 0.3923, "step": 700 }, { "epoch": 0.23, "eval_accuracy": 0.8407072424888611, "eval_loss": 0.4229690134525299, "eval_runtime": 2931.6632, "eval_samples_per_second": 4.109, "eval_steps_per_second": 0.064, "step": 700 }, { "epoch": 0.24, "learning_rate": 4.8769915651358954e-05, "loss": 0.4551, "step": 710 }, { "epoch": 0.24, "learning_rate": 4.871134020618557e-05, "loss": 0.4239, "step": 720 }, { "epoch": 0.24, "learning_rate": 4.865276476101219e-05, "loss": 0.4673, "step": 730 }, { "epoch": 0.25, "learning_rate": 4.85941893158388e-05, "loss": 0.4224, "step": 740 }, { "epoch": 0.25, "learning_rate": 4.853561387066542e-05, "loss": 0.4277, "step": 750 }, { "epoch": 0.25, "eval_accuracy": 0.821449339389801, "eval_loss": 0.45256727933883667, "eval_runtime": 2978.3304, "eval_samples_per_second": 4.045, "eval_steps_per_second": 0.063, "step": 750 }, { "epoch": 0.25, "learning_rate": 4.847703842549204e-05, "loss": 0.4115, "step": 760 }, { "epoch": 0.26, "learning_rate": 4.841846298031865e-05, "loss": 0.3928, "step": 770 }, { "epoch": 0.26, "learning_rate": 4.8359887535145274e-05, "loss": 0.3658, "step": 780 }, { "epoch": 0.26, "learning_rate": 4.8301312089971884e-05, "loss": 0.408, "step": 790 }, { "epoch": 0.27, "learning_rate": 4.82427366447985e-05, "loss": 0.3838, "step": 800 }, { "epoch": 0.27, "eval_accuracy": 0.8405411839485168, "eval_loss": 0.421342670917511, "eval_runtime": 3022.7481, "eval_samples_per_second": 3.985, "eval_steps_per_second": 0.063, "step": 800 }, { "epoch": 0.27, "learning_rate": 4.818416119962512e-05, "loss": 0.4917, "step": 810 }, { "epoch": 0.27, "learning_rate": 4.8125585754451736e-05, "loss": 0.5618, "step": 820 }, { "epoch": 0.28, "learning_rate": 4.806701030927835e-05, "loss": 0.4129, "step": 830 }, { "epoch": 0.28, "learning_rate": 4.800843486410497e-05, "loss": 0.3701, "step": 840 }, { "epoch": 0.28, "learning_rate": 4.794985941893159e-05, "loss": 0.4728, "step": 850 }, { "epoch": 0.28, "eval_accuracy": 0.8525773882865906, "eval_loss": 0.36839208006858826, "eval_runtime": 3083.8189, "eval_samples_per_second": 3.907, "eval_steps_per_second": 0.061, "step": 850 }, { "epoch": 0.29, "learning_rate": 4.7891283973758204e-05, "loss": 0.4434, "step": 860 }, { "epoch": 0.29, "learning_rate": 4.783270852858482e-05, "loss": 0.3602, "step": 870 }, { "epoch": 0.29, "learning_rate": 4.777413308341144e-05, "loss": 0.3227, "step": 880 }, { "epoch": 0.3, "learning_rate": 4.771555763823805e-05, "loss": 0.5942, "step": 890 }, { "epoch": 0.3, "learning_rate": 4.765698219306467e-05, "loss": 0.5339, "step": 900 }, { "epoch": 0.3, "eval_accuracy": 0.7447497248649597, "eval_loss": 0.5473734736442566, "eval_runtime": 3004.5491, "eval_samples_per_second": 4.01, "eval_steps_per_second": 0.063, "step": 900 }, { "epoch": 0.3, "learning_rate": 4.759840674789129e-05, "loss": 0.65, "step": 910 }, { "epoch": 0.31, "learning_rate": 4.75398313027179e-05, "loss": 0.6799, "step": 920 }, { "epoch": 0.31, "learning_rate": 4.7481255857544524e-05, "loss": 0.6257, "step": 930 }, { "epoch": 0.31, "learning_rate": 4.7422680412371134e-05, "loss": 0.501, "step": 940 }, { "epoch": 0.32, "learning_rate": 4.736410496719775e-05, "loss": 0.4643, "step": 950 }, { "epoch": 0.32, "eval_accuracy": 0.8384659886360168, "eval_loss": 0.4451840817928314, "eval_runtime": 3013.7247, "eval_samples_per_second": 3.997, "eval_steps_per_second": 0.063, "step": 950 }, { "epoch": 0.32, "learning_rate": 4.7305529522024375e-05, "loss": 0.4393, "step": 960 }, { "epoch": 0.32, "learning_rate": 4.7246954076850985e-05, "loss": 0.4277, "step": 970 }, { "epoch": 0.33, "learning_rate": 4.71883786316776e-05, "loss": 0.4803, "step": 980 }, { "epoch": 0.33, "learning_rate": 4.712980318650422e-05, "loss": 0.454, "step": 990 }, { "epoch": 0.33, "learning_rate": 4.7071227741330836e-05, "loss": 0.5764, "step": 1000 }, { "epoch": 0.33, "eval_accuracy": 0.8483439683914185, "eval_loss": 0.4207330644130707, "eval_runtime": 2999.2124, "eval_samples_per_second": 4.017, "eval_steps_per_second": 0.063, "step": 1000 }, { "epoch": 0.34, "learning_rate": 4.7012652296157454e-05, "loss": 0.4157, "step": 1010 }, { "epoch": 0.34, "learning_rate": 4.695407685098407e-05, "loss": 0.4516, "step": 1020 }, { "epoch": 0.34, "learning_rate": 4.689550140581069e-05, "loss": 0.4845, "step": 1030 }, { "epoch": 0.35, "learning_rate": 4.68369259606373e-05, "loss": 0.4002, "step": 1040 }, { "epoch": 0.35, "learning_rate": 4.677835051546392e-05, "loss": 0.4336, "step": 1050 }, { "epoch": 0.35, "eval_accuracy": 0.8451066613197327, "eval_loss": 0.41939765214920044, "eval_runtime": 3009.9889, "eval_samples_per_second": 4.002, "eval_steps_per_second": 0.063, "step": 1050 }, { "epoch": 0.35, "learning_rate": 4.671977507029054e-05, "loss": 0.5973, "step": 1060 }, { "epoch": 0.36, "learning_rate": 4.666119962511715e-05, "loss": 0.4049, "step": 1070 }, { "epoch": 0.36, "learning_rate": 4.660262417994377e-05, "loss": 0.4494, "step": 1080 }, { "epoch": 0.36, "learning_rate": 4.6544048734770383e-05, "loss": 0.4352, "step": 1090 }, { "epoch": 0.37, "learning_rate": 4.6485473289597e-05, "loss": 0.3085, "step": 1100 }, { "epoch": 0.37, "eval_accuracy": 0.8608782291412354, "eval_loss": 0.36667364835739136, "eval_runtime": 2940.4464, "eval_samples_per_second": 4.097, "eval_steps_per_second": 0.064, "step": 1100 }, { "epoch": 0.37, "learning_rate": 4.6426897844423624e-05, "loss": 0.4418, "step": 1110 }, { "epoch": 0.37, "learning_rate": 4.6368322399250235e-05, "loss": 0.2533, "step": 1120 }, { "epoch": 0.38, "learning_rate": 4.630974695407685e-05, "loss": 0.4812, "step": 1130 }, { "epoch": 0.38, "learning_rate": 4.625117150890347e-05, "loss": 0.3775, "step": 1140 }, { "epoch": 0.38, "learning_rate": 4.6192596063730086e-05, "loss": 0.4591, "step": 1150 }, { "epoch": 0.38, "eval_accuracy": 0.8424503803253174, "eval_loss": 0.4464161694049835, "eval_runtime": 2932.0604, "eval_samples_per_second": 4.109, "eval_steps_per_second": 0.064, "step": 1150 }, { "epoch": 0.39, "learning_rate": 4.61340206185567e-05, "loss": 0.5435, "step": 1160 }, { "epoch": 0.39, "learning_rate": 4.607544517338332e-05, "loss": 0.4174, "step": 1170 }, { "epoch": 0.39, "learning_rate": 4.601686972820994e-05, "loss": 0.3645, "step": 1180 }, { "epoch": 0.4, "learning_rate": 4.5958294283036554e-05, "loss": 0.4174, "step": 1190 }, { "epoch": 0.4, "learning_rate": 4.589971883786317e-05, "loss": 0.4081, "step": 1200 }, { "epoch": 0.4, "eval_accuracy": 0.8350626826286316, "eval_loss": 0.41294723749160767, "eval_runtime": 2933.542, "eval_samples_per_second": 4.107, "eval_steps_per_second": 0.064, "step": 1200 }, { "epoch": 0.4, "learning_rate": 4.584114339268979e-05, "loss": 0.469, "step": 1210 }, { "epoch": 0.41, "learning_rate": 4.5782567947516406e-05, "loss": 0.2987, "step": 1220 }, { "epoch": 0.41, "learning_rate": 4.572399250234302e-05, "loss": 0.4368, "step": 1230 }, { "epoch": 0.41, "learning_rate": 4.566541705716963e-05, "loss": 0.4313, "step": 1240 }, { "epoch": 0.42, "learning_rate": 4.560684161199626e-05, "loss": 0.3453, "step": 1250 }, { "epoch": 0.42, "eval_accuracy": 0.8547356128692627, "eval_loss": 0.36404505372047424, "eval_runtime": 2949.5837, "eval_samples_per_second": 4.084, "eval_steps_per_second": 0.064, "step": 1250 }, { "epoch": 0.42, "learning_rate": 4.5548266166822874e-05, "loss": 0.3765, "step": 1260 }, { "epoch": 0.42, "learning_rate": 4.5489690721649484e-05, "loss": 0.4036, "step": 1270 }, { "epoch": 0.42, "learning_rate": 4.543111527647611e-05, "loss": 0.4914, "step": 1280 }, { "epoch": 0.43, "learning_rate": 4.537253983130272e-05, "loss": 0.399, "step": 1290 }, { "epoch": 0.43, "learning_rate": 4.5313964386129336e-05, "loss": 0.3865, "step": 1300 }, { "epoch": 0.43, "eval_accuracy": 0.8540715575218201, "eval_loss": 0.3634878098964691, "eval_runtime": 2974.1469, "eval_samples_per_second": 4.051, "eval_steps_per_second": 0.064, "step": 1300 }, { "epoch": 0.43, "learning_rate": 4.525538894095596e-05, "loss": 0.4852, "step": 1310 }, { "epoch": 0.44, "learning_rate": 4.519681349578257e-05, "loss": 0.4521, "step": 1320 }, { "epoch": 0.44, "learning_rate": 4.513823805060919e-05, "loss": 0.4128, "step": 1330 }, { "epoch": 0.44, "learning_rate": 4.5079662605435804e-05, "loss": 0.4878, "step": 1340 }, { "epoch": 0.45, "learning_rate": 4.502108716026242e-05, "loss": 0.3853, "step": 1350 }, { "epoch": 0.45, "eval_accuracy": 0.8607951998710632, "eval_loss": 0.39044466614723206, "eval_runtime": 3018.7831, "eval_samples_per_second": 3.991, "eval_steps_per_second": 0.063, "step": 1350 }, { "epoch": 0.45, "learning_rate": 4.496251171508904e-05, "loss": 0.3551, "step": 1360 }, { "epoch": 0.45, "learning_rate": 4.4903936269915655e-05, "loss": 0.4035, "step": 1370 }, { "epoch": 0.46, "learning_rate": 4.484536082474227e-05, "loss": 0.4232, "step": 1380 }, { "epoch": 0.46, "learning_rate": 4.478678537956888e-05, "loss": 0.456, "step": 1390 }, { "epoch": 0.46, "learning_rate": 4.4728209934395506e-05, "loss": 0.5111, "step": 1400 }, { "epoch": 0.46, "eval_accuracy": 0.84651780128479, "eval_loss": 0.3800100088119507, "eval_runtime": 3045.1951, "eval_samples_per_second": 3.956, "eval_steps_per_second": 0.062, "step": 1400 }, { "epoch": 0.47, "learning_rate": 4.466963448922212e-05, "loss": 0.3289, "step": 1410 }, { "epoch": 0.47, "learning_rate": 4.4611059044048734e-05, "loss": 0.4073, "step": 1420 }, { "epoch": 0.47, "learning_rate": 4.455248359887536e-05, "loss": 0.3507, "step": 1430 }, { "epoch": 0.48, "learning_rate": 4.449390815370197e-05, "loss": 0.4125, "step": 1440 }, { "epoch": 0.48, "learning_rate": 4.4435332708528585e-05, "loss": 0.401, "step": 1450 }, { "epoch": 0.48, "eval_accuracy": 0.8611272573471069, "eval_loss": 0.37042567133903503, "eval_runtime": 2973.5921, "eval_samples_per_second": 4.051, "eval_steps_per_second": 0.064, "step": 1450 }, { "epoch": 0.48, "learning_rate": 4.43767572633552e-05, "loss": 0.4538, "step": 1460 }, { "epoch": 0.49, "learning_rate": 4.431818181818182e-05, "loss": 0.3909, "step": 1470 }, { "epoch": 0.49, "learning_rate": 4.4259606373008436e-05, "loss": 0.4123, "step": 1480 }, { "epoch": 0.49, "learning_rate": 4.4201030927835053e-05, "loss": 0.4419, "step": 1490 }, { "epoch": 0.5, "learning_rate": 4.414245548266167e-05, "loss": 0.3334, "step": 1500 }, { "epoch": 0.5, "eval_accuracy": 0.8576409220695496, "eval_loss": 0.38589969277381897, "eval_runtime": 2945.6098, "eval_samples_per_second": 4.09, "eval_steps_per_second": 0.064, "step": 1500 }, { "epoch": 0.5, "learning_rate": 4.408388003748829e-05, "loss": 0.28, "step": 1510 }, { "epoch": 0.5, "learning_rate": 4.4025304592314905e-05, "loss": 0.3848, "step": 1520 }, { "epoch": 0.51, "learning_rate": 4.396672914714152e-05, "loss": 0.3276, "step": 1530 }, { "epoch": 0.51, "learning_rate": 4.390815370196814e-05, "loss": 0.3681, "step": 1540 }, { "epoch": 0.51, "learning_rate": 4.3849578256794756e-05, "loss": 0.2806, "step": 1550 }, { "epoch": 0.51, "eval_accuracy": 0.8264298439025879, "eval_loss": 0.41383180022239685, "eval_runtime": 2893.0129, "eval_samples_per_second": 4.164, "eval_steps_per_second": 0.065, "step": 1550 }, { "epoch": 0.52, "learning_rate": 4.3791002811621366e-05, "loss": 0.3561, "step": 1560 }, { "epoch": 0.52, "learning_rate": 4.373242736644798e-05, "loss": 0.3713, "step": 1570 }, { "epoch": 0.52, "learning_rate": 4.367385192127461e-05, "loss": 0.3353, "step": 1580 }, { "epoch": 0.53, "learning_rate": 4.361527647610122e-05, "loss": 0.3803, "step": 1590 }, { "epoch": 0.53, "learning_rate": 4.3556701030927835e-05, "loss": 0.4595, "step": 1600 }, { "epoch": 0.53, "eval_accuracy": 0.8476799130439758, "eval_loss": 0.3633853793144226, "eval_runtime": 2921.8289, "eval_samples_per_second": 4.123, "eval_steps_per_second": 0.065, "step": 1600 }, { "epoch": 0.53, "learning_rate": 4.349812558575445e-05, "loss": 0.3614, "step": 1610 }, { "epoch": 0.54, "learning_rate": 4.343955014058107e-05, "loss": 0.3779, "step": 1620 }, { "epoch": 0.54, "learning_rate": 4.3380974695407686e-05, "loss": 0.4611, "step": 1630 }, { "epoch": 0.54, "learning_rate": 4.33223992502343e-05, "loss": 0.2935, "step": 1640 }, { "epoch": 0.55, "learning_rate": 4.326382380506092e-05, "loss": 0.3706, "step": 1650 }, { "epoch": 0.55, "eval_accuracy": 0.8651946783065796, "eval_loss": 0.3683921694755554, "eval_runtime": 2922.8189, "eval_samples_per_second": 4.122, "eval_steps_per_second": 0.065, "step": 1650 }, { "epoch": 0.55, "learning_rate": 4.320524835988754e-05, "loss": 0.2781, "step": 1660 }, { "epoch": 0.55, "learning_rate": 4.3146672914714154e-05, "loss": 0.4412, "step": 1670 }, { "epoch": 0.56, "learning_rate": 4.308809746954077e-05, "loss": 0.3983, "step": 1680 }, { "epoch": 0.56, "learning_rate": 4.302952202436739e-05, "loss": 0.5213, "step": 1690 }, { "epoch": 0.56, "learning_rate": 4.2970946579194005e-05, "loss": 0.3744, "step": 1700 }, { "epoch": 0.56, "eval_accuracy": 0.8672698736190796, "eval_loss": 0.33778074383735657, "eval_runtime": 2900.2504, "eval_samples_per_second": 4.154, "eval_steps_per_second": 0.065, "step": 1700 }, { "epoch": 0.57, "learning_rate": 4.2912371134020616e-05, "loss": 0.267, "step": 1710 }, { "epoch": 0.57, "learning_rate": 4.285379568884724e-05, "loss": 0.3318, "step": 1720 }, { "epoch": 0.57, "learning_rate": 4.279522024367386e-05, "loss": 0.4457, "step": 1730 }, { "epoch": 0.58, "learning_rate": 4.273664479850047e-05, "loss": 0.3101, "step": 1740 }, { "epoch": 0.58, "learning_rate": 4.267806935332709e-05, "loss": 0.3573, "step": 1750 }, { "epoch": 0.58, "eval_accuracy": 0.874906599521637, "eval_loss": 0.3185945451259613, "eval_runtime": 2921.437, "eval_samples_per_second": 4.124, "eval_steps_per_second": 0.065, "step": 1750 }, { "epoch": 0.58, "learning_rate": 4.26194939081537e-05, "loss": 0.3407, "step": 1760 }, { "epoch": 0.59, "learning_rate": 4.256091846298032e-05, "loss": 0.2661, "step": 1770 }, { "epoch": 0.59, "learning_rate": 4.250234301780694e-05, "loss": 0.4254, "step": 1780 }, { "epoch": 0.59, "learning_rate": 4.244376757263355e-05, "loss": 0.3771, "step": 1790 }, { "epoch": 0.6, "learning_rate": 4.238519212746017e-05, "loss": 0.3605, "step": 1800 }, { "epoch": 0.6, "eval_accuracy": 0.8687639832496643, "eval_loss": 0.36973297595977783, "eval_runtime": 2923.8943, "eval_samples_per_second": 4.12, "eval_steps_per_second": 0.065, "step": 1800 }, { "epoch": 0.6, "learning_rate": 4.232661668228679e-05, "loss": 0.427, "step": 1810 }, { "epoch": 0.6, "learning_rate": 4.2268041237113404e-05, "loss": 0.4451, "step": 1820 }, { "epoch": 0.61, "learning_rate": 4.220946579194002e-05, "loss": 0.3673, "step": 1830 }, { "epoch": 0.61, "learning_rate": 4.215089034676664e-05, "loss": 0.3658, "step": 1840 }, { "epoch": 0.61, "learning_rate": 4.2092314901593255e-05, "loss": 0.4364, "step": 1850 }, { "epoch": 0.61, "eval_accuracy": 0.8597161173820496, "eval_loss": 0.3295934498310089, "eval_runtime": 2931.5089, "eval_samples_per_second": 4.109, "eval_steps_per_second": 0.064, "step": 1850 }, { "epoch": 0.62, "learning_rate": 4.2033739456419865e-05, "loss": 0.3393, "step": 1860 }, { "epoch": 0.62, "learning_rate": 4.197516401124649e-05, "loss": 0.3867, "step": 1870 }, { "epoch": 0.62, "learning_rate": 4.1916588566073106e-05, "loss": 0.2674, "step": 1880 }, { "epoch": 0.63, "learning_rate": 4.1858013120899717e-05, "loss": 0.4421, "step": 1890 }, { "epoch": 0.63, "learning_rate": 4.179943767572634e-05, "loss": 0.3998, "step": 1900 }, { "epoch": 0.63, "eval_accuracy": 0.8741595149040222, "eval_loss": 0.3256959021091461, "eval_runtime": 2930.6044, "eval_samples_per_second": 4.111, "eval_steps_per_second": 0.064, "step": 1900 }, { "epoch": 0.63, "learning_rate": 4.174086223055295e-05, "loss": 0.4353, "step": 1910 }, { "epoch": 0.64, "learning_rate": 4.168228678537957e-05, "loss": 0.4334, "step": 1920 }, { "epoch": 0.64, "learning_rate": 4.162371134020619e-05, "loss": 0.3184, "step": 1930 }, { "epoch": 0.64, "learning_rate": 4.15651358950328e-05, "loss": 0.3467, "step": 1940 }, { "epoch": 0.65, "learning_rate": 4.150656044985942e-05, "loss": 0.422, "step": 1950 }, { "epoch": 0.65, "eval_accuracy": 0.8738275170326233, "eval_loss": 0.32080963253974915, "eval_runtime": 2931.2514, "eval_samples_per_second": 4.11, "eval_steps_per_second": 0.064, "step": 1950 }, { "epoch": 0.65, "learning_rate": 4.1447985004686036e-05, "loss": 0.3593, "step": 1960 }, { "epoch": 0.65, "learning_rate": 4.138940955951265e-05, "loss": 0.2707, "step": 1970 }, { "epoch": 0.66, "learning_rate": 4.133083411433927e-05, "loss": 0.2846, "step": 1980 }, { "epoch": 0.66, "learning_rate": 4.127225866916589e-05, "loss": 0.3786, "step": 1990 }, { "epoch": 0.66, "learning_rate": 4.1213683223992505e-05, "loss": 0.3744, "step": 2000 }, { "epoch": 0.66, "eval_accuracy": 0.8722503781318665, "eval_loss": 0.32994359731674194, "eval_runtime": 2967.2199, "eval_samples_per_second": 4.06, "eval_steps_per_second": 0.064, "step": 2000 }, { "epoch": 0.67, "learning_rate": 4.115510777881912e-05, "loss": 0.3574, "step": 2010 }, { "epoch": 0.67, "learning_rate": 4.109653233364574e-05, "loss": 0.3398, "step": 2020 }, { "epoch": 0.67, "learning_rate": 4.1037956888472356e-05, "loss": 0.4685, "step": 2030 }, { "epoch": 0.68, "learning_rate": 4.097938144329897e-05, "loss": 0.3352, "step": 2040 }, { "epoch": 0.68, "learning_rate": 4.092080599812559e-05, "loss": 0.3303, "step": 2050 }, { "epoch": 0.68, "eval_accuracy": 0.8800531029701233, "eval_loss": 0.30461445450782776, "eval_runtime": 2971.8504, "eval_samples_per_second": 4.054, "eval_steps_per_second": 0.064, "step": 2050 }, { "epoch": 0.68, "learning_rate": 4.08622305529522e-05, "loss": 0.2883, "step": 2060 }, { "epoch": 0.69, "learning_rate": 4.0803655107778824e-05, "loss": 0.3605, "step": 2070 }, { "epoch": 0.69, "learning_rate": 4.074507966260544e-05, "loss": 0.3245, "step": 2080 }, { "epoch": 0.69, "learning_rate": 4.068650421743205e-05, "loss": 0.3353, "step": 2090 }, { "epoch": 0.7, "learning_rate": 4.0627928772258675e-05, "loss": 0.3163, "step": 2100 }, { "epoch": 0.7, "eval_accuracy": 0.871171236038208, "eval_loss": 0.3203169107437134, "eval_runtime": 2994.2709, "eval_samples_per_second": 4.023, "eval_steps_per_second": 0.063, "step": 2100 }, { "epoch": 0.7, "learning_rate": 4.0569353327085286e-05, "loss": 0.3334, "step": 2110 }, { "epoch": 0.7, "learning_rate": 4.05107778819119e-05, "loss": 0.3228, "step": 2120 }, { "epoch": 0.71, "learning_rate": 4.045220243673852e-05, "loss": 0.2895, "step": 2130 }, { "epoch": 0.71, "learning_rate": 4.039362699156514e-05, "loss": 0.3289, "step": 2140 }, { "epoch": 0.71, "learning_rate": 4.0335051546391754e-05, "loss": 0.3407, "step": 2150 }, { "epoch": 0.71, "eval_accuracy": 0.8810492157936096, "eval_loss": 0.30052676796913147, "eval_runtime": 2994.4783, "eval_samples_per_second": 4.023, "eval_steps_per_second": 0.063, "step": 2150 }, { "epoch": 0.72, "learning_rate": 4.027647610121837e-05, "loss": 0.2437, "step": 2160 }, { "epoch": 0.72, "learning_rate": 4.021790065604499e-05, "loss": 0.3425, "step": 2170 }, { "epoch": 0.72, "learning_rate": 4.0159325210871605e-05, "loss": 0.4596, "step": 2180 }, { "epoch": 0.73, "learning_rate": 4.010074976569822e-05, "loss": 0.3299, "step": 2190 }, { "epoch": 0.73, "learning_rate": 4.004217432052484e-05, "loss": 0.3216, "step": 2200 }, { "epoch": 0.73, "eval_accuracy": 0.8680169582366943, "eval_loss": 0.3160869777202606, "eval_runtime": 3007.0708, "eval_samples_per_second": 4.006, "eval_steps_per_second": 0.063, "step": 2200 }, { "epoch": 0.73, "learning_rate": 3.998359887535145e-05, "loss": 0.3645, "step": 2210 }, { "epoch": 0.74, "learning_rate": 3.9925023430178074e-05, "loss": 0.3015, "step": 2220 }, { "epoch": 0.74, "learning_rate": 3.986644798500469e-05, "loss": 0.2759, "step": 2230 }, { "epoch": 0.74, "learning_rate": 3.98078725398313e-05, "loss": 0.3127, "step": 2240 }, { "epoch": 0.75, "learning_rate": 3.9749297094657925e-05, "loss": 0.298, "step": 2250 }, { "epoch": 0.75, "eval_accuracy": 0.880385160446167, "eval_loss": 0.3090185225009918, "eval_runtime": 2969.1687, "eval_samples_per_second": 4.057, "eval_steps_per_second": 0.064, "step": 2250 }, { "epoch": 0.75, "learning_rate": 3.9690721649484535e-05, "loss": 0.2428, "step": 2260 }, { "epoch": 0.75, "learning_rate": 3.963214620431115e-05, "loss": 0.4462, "step": 2270 }, { "epoch": 0.76, "learning_rate": 3.9573570759137776e-05, "loss": 0.3003, "step": 2280 }, { "epoch": 0.76, "learning_rate": 3.9514995313964387e-05, "loss": 0.4282, "step": 2290 }, { "epoch": 0.76, "learning_rate": 3.9456419868791004e-05, "loss": 0.3384, "step": 2300 }, { "epoch": 0.76, "eval_accuracy": 0.8790570497512817, "eval_loss": 0.3029511868953705, "eval_runtime": 2941.0141, "eval_samples_per_second": 4.096, "eval_steps_per_second": 0.064, "step": 2300 }, { "epoch": 0.77, "learning_rate": 3.939784442361762e-05, "loss": 0.3612, "step": 2310 }, { "epoch": 0.77, "learning_rate": 3.933926897844424e-05, "loss": 0.3815, "step": 2320 }, { "epoch": 0.77, "learning_rate": 3.9280693533270855e-05, "loss": 0.3859, "step": 2330 }, { "epoch": 0.78, "learning_rate": 3.922211808809747e-05, "loss": 0.2775, "step": 2340 }, { "epoch": 0.78, "learning_rate": 3.916354264292409e-05, "loss": 0.2791, "step": 2350 }, { "epoch": 0.78, "eval_accuracy": 0.8856146931648254, "eval_loss": 0.30784520506858826, "eval_runtime": 2943.0764, "eval_samples_per_second": 4.093, "eval_steps_per_second": 0.064, "step": 2350 }, { "epoch": 0.78, "learning_rate": 3.91049671977507e-05, "loss": 0.3565, "step": 2360 }, { "epoch": 0.79, "learning_rate": 3.904639175257732e-05, "loss": 0.2971, "step": 2370 }, { "epoch": 0.79, "learning_rate": 3.898781630740394e-05, "loss": 0.3991, "step": 2380 }, { "epoch": 0.79, "learning_rate": 3.892924086223055e-05, "loss": 0.3312, "step": 2390 }, { "epoch": 0.8, "learning_rate": 3.8870665417057174e-05, "loss": 0.365, "step": 2400 }, { "epoch": 0.8, "eval_accuracy": 0.8855316638946533, "eval_loss": 0.29047778248786926, "eval_runtime": 3008.1086, "eval_samples_per_second": 4.005, "eval_steps_per_second": 0.063, "step": 2400 }, { "epoch": 0.8, "learning_rate": 3.8812089971883785e-05, "loss": 0.2835, "step": 2410 }, { "epoch": 0.8, "learning_rate": 3.87535145267104e-05, "loss": 0.3858, "step": 2420 }, { "epoch": 0.81, "learning_rate": 3.8694939081537026e-05, "loss": 0.2081, "step": 2430 }, { "epoch": 0.81, "learning_rate": 3.8636363636363636e-05, "loss": 0.4151, "step": 2440 }, { "epoch": 0.81, "learning_rate": 3.857778819119025e-05, "loss": 0.273, "step": 2450 }, { "epoch": 0.81, "eval_accuracy": 0.887523889541626, "eval_loss": 0.3015758991241455, "eval_runtime": 3006.6054, "eval_samples_per_second": 4.007, "eval_steps_per_second": 0.063, "step": 2450 }, { "epoch": 0.82, "learning_rate": 3.851921274601687e-05, "loss": 0.2739, "step": 2460 }, { "epoch": 0.82, "learning_rate": 3.846063730084349e-05, "loss": 0.3282, "step": 2470 }, { "epoch": 0.82, "learning_rate": 3.8402061855670104e-05, "loss": 0.346, "step": 2480 }, { "epoch": 0.83, "learning_rate": 3.834348641049672e-05, "loss": 0.3466, "step": 2490 }, { "epoch": 0.83, "learning_rate": 3.828491096532334e-05, "loss": 0.3192, "step": 2500 }, { "epoch": 0.83, "eval_accuracy": 0.8812152147293091, "eval_loss": 0.29833853244781494, "eval_runtime": 3010.2051, "eval_samples_per_second": 4.002, "eval_steps_per_second": 0.063, "step": 2500 }, { "epoch": 0.83, "learning_rate": 3.8226335520149956e-05, "loss": 0.2924, "step": 2510 }, { "epoch": 0.84, "learning_rate": 3.816776007497657e-05, "loss": 0.189, "step": 2520 }, { "epoch": 0.84, "learning_rate": 3.810918462980319e-05, "loss": 0.3818, "step": 2530 }, { "epoch": 0.84, "learning_rate": 3.805060918462981e-05, "loss": 0.3296, "step": 2540 }, { "epoch": 0.85, "learning_rate": 3.7992033739456424e-05, "loss": 0.3126, "step": 2550 }, { "epoch": 0.85, "eval_accuracy": 0.8775628805160522, "eval_loss": 0.33056697249412537, "eval_runtime": 2975.7054, "eval_samples_per_second": 4.048, "eval_steps_per_second": 0.064, "step": 2550 }, { "epoch": 0.85, "learning_rate": 3.7933458294283034e-05, "loss": 0.4875, "step": 2560 }, { "epoch": 0.85, "learning_rate": 3.787488284910966e-05, "loss": 0.2335, "step": 2570 }, { "epoch": 0.86, "learning_rate": 3.7816307403936275e-05, "loss": 0.4201, "step": 2580 }, { "epoch": 0.86, "learning_rate": 3.7757731958762886e-05, "loss": 0.2644, "step": 2590 }, { "epoch": 0.86, "learning_rate": 3.769915651358951e-05, "loss": 0.282, "step": 2600 }, { "epoch": 0.86, "eval_accuracy": 0.8815472722053528, "eval_loss": 0.3129451870918274, "eval_runtime": 2979.7422, "eval_samples_per_second": 4.043, "eval_steps_per_second": 0.063, "step": 2600 }, { "epoch": 0.87, "learning_rate": 3.764058106841612e-05, "loss": 0.2824, "step": 2610 }, { "epoch": 0.87, "learning_rate": 3.758200562324274e-05, "loss": 0.3408, "step": 2620 }, { "epoch": 0.87, "learning_rate": 3.752343017806936e-05, "loss": 0.3771, "step": 2630 }, { "epoch": 0.88, "learning_rate": 3.746485473289597e-05, "loss": 0.2865, "step": 2640 }, { "epoch": 0.88, "learning_rate": 3.740627928772259e-05, "loss": 0.3097, "step": 2650 }, { "epoch": 0.88, "eval_accuracy": 0.8850336074829102, "eval_loss": 0.2975265085697174, "eval_runtime": 2933.946, "eval_samples_per_second": 4.106, "eval_steps_per_second": 0.064, "step": 2650 }, { "epoch": 0.88, "learning_rate": 3.7347703842549205e-05, "loss": 0.302, "step": 2660 }, { "epoch": 0.89, "learning_rate": 3.728912839737582e-05, "loss": 0.2886, "step": 2670 }, { "epoch": 0.89, "learning_rate": 3.723055295220244e-05, "loss": 0.3093, "step": 2680 }, { "epoch": 0.89, "learning_rate": 3.7171977507029056e-05, "loss": 0.3629, "step": 2690 }, { "epoch": 0.9, "learning_rate": 3.7113402061855674e-05, "loss": 0.3492, "step": 2700 }, { "epoch": 0.9, "eval_accuracy": 0.8750726580619812, "eval_loss": 0.3024357259273529, "eval_runtime": 2930.5608, "eval_samples_per_second": 4.111, "eval_steps_per_second": 0.064, "step": 2700 }, { "epoch": 0.9, "learning_rate": 3.7054826616682284e-05, "loss": 0.2758, "step": 2710 }, { "epoch": 0.9, "learning_rate": 3.699625117150891e-05, "loss": 0.3081, "step": 2720 }, { "epoch": 0.91, "learning_rate": 3.6937675726335525e-05, "loss": 0.2572, "step": 2730 }, { "epoch": 0.91, "learning_rate": 3.6879100281162135e-05, "loss": 0.4114, "step": 2740 }, { "epoch": 0.91, "learning_rate": 3.682052483598876e-05, "loss": 0.3099, "step": 2750 }, { "epoch": 0.91, "eval_accuracy": 0.867020845413208, "eval_loss": 0.3481622338294983, "eval_runtime": 2905.5736, "eval_samples_per_second": 4.146, "eval_steps_per_second": 0.065, "step": 2750 }, { "epoch": 0.92, "learning_rate": 3.676194939081537e-05, "loss": 0.3577, "step": 2760 }, { "epoch": 0.92, "learning_rate": 3.6703373945641986e-05, "loss": 0.238, "step": 2770 }, { "epoch": 0.92, "learning_rate": 3.664479850046861e-05, "loss": 0.3833, "step": 2780 }, { "epoch": 0.93, "learning_rate": 3.658622305529522e-05, "loss": 0.3692, "step": 2790 }, { "epoch": 0.93, "learning_rate": 3.652764761012184e-05, "loss": 0.3225, "step": 2800 }, { "epoch": 0.93, "eval_accuracy": 0.8865277767181396, "eval_loss": 0.3081686198711395, "eval_runtime": 2912.8093, "eval_samples_per_second": 4.136, "eval_steps_per_second": 0.065, "step": 2800 }, { "epoch": 0.93, "learning_rate": 3.6469072164948455e-05, "loss": 0.3342, "step": 2810 }, { "epoch": 0.94, "learning_rate": 3.641049671977507e-05, "loss": 0.3183, "step": 2820 }, { "epoch": 0.94, "learning_rate": 3.635192127460169e-05, "loss": 0.3336, "step": 2830 }, { "epoch": 0.94, "learning_rate": 3.6293345829428306e-05, "loss": 0.333, "step": 2840 }, { "epoch": 0.95, "learning_rate": 3.623477038425492e-05, "loss": 0.3037, "step": 2850 }, { "epoch": 0.95, "eval_accuracy": 0.8706731796264648, "eval_loss": 0.34793028235435486, "eval_runtime": 2922.6449, "eval_samples_per_second": 4.122, "eval_steps_per_second": 0.065, "step": 2850 }, { "epoch": 0.95, "learning_rate": 3.617619493908154e-05, "loss": 0.3514, "step": 2860 }, { "epoch": 0.95, "learning_rate": 3.611761949390816e-05, "loss": 0.3722, "step": 2870 }, { "epoch": 0.96, "learning_rate": 3.6059044048734774e-05, "loss": 0.3864, "step": 2880 }, { "epoch": 0.96, "learning_rate": 3.600046860356139e-05, "loss": 0.3237, "step": 2890 }, { "epoch": 0.96, "learning_rate": 3.594189315838801e-05, "loss": 0.3177, "step": 2900 }, { "epoch": 0.96, "eval_accuracy": 0.8834564685821533, "eval_loss": 0.31710025668144226, "eval_runtime": 2918.9433, "eval_samples_per_second": 4.127, "eval_steps_per_second": 0.065, "step": 2900 }, { "epoch": 0.97, "learning_rate": 3.588331771321462e-05, "loss": 0.3124, "step": 2910 }, { "epoch": 0.97, "learning_rate": 3.5824742268041236e-05, "loss": 0.373, "step": 2920 }, { "epoch": 0.97, "learning_rate": 3.576616682286786e-05, "loss": 0.2667, "step": 2930 }, { "epoch": 0.98, "learning_rate": 3.570759137769447e-05, "loss": 0.3555, "step": 2940 }, { "epoch": 0.98, "learning_rate": 3.564901593252109e-05, "loss": 0.3124, "step": 2950 }, { "epoch": 0.98, "eval_accuracy": 0.8821283578872681, "eval_loss": 0.30336007475852966, "eval_runtime": 2908.0609, "eval_samples_per_second": 4.143, "eval_steps_per_second": 0.065, "step": 2950 }, { "epoch": 0.98, "learning_rate": 3.5590440487347704e-05, "loss": 0.3011, "step": 2960 }, { "epoch": 0.99, "learning_rate": 3.553186504217432e-05, "loss": 0.3634, "step": 2970 }, { "epoch": 0.99, "learning_rate": 3.547328959700094e-05, "loss": 0.3035, "step": 2980 }, { "epoch": 0.99, "learning_rate": 3.5414714151827556e-05, "loss": 0.3098, "step": 2990 }, { "epoch": 1.0, "learning_rate": 3.535613870665417e-05, "loss": 0.2924, "step": 3000 }, { "epoch": 1.0, "eval_accuracy": 0.8852826356887817, "eval_loss": 0.29924488067626953, "eval_runtime": 2973.317, "eval_samples_per_second": 4.052, "eval_steps_per_second": 0.064, "step": 3000 }, { "epoch": 1.0, "learning_rate": 3.529756326148079e-05, "loss": 0.2763, "step": 3010 }, { "epoch": 1.0, "learning_rate": 3.523898781630741e-05, "loss": 0.3134, "step": 3020 }, { "epoch": 1.01, "learning_rate": 3.5180412371134024e-05, "loss": 0.1996, "step": 3030 }, { "epoch": 1.01, "learning_rate": 3.512183692596064e-05, "loss": 0.2786, "step": 3040 }, { "epoch": 1.01, "learning_rate": 3.506326148078726e-05, "loss": 0.2568, "step": 3050 }, { "epoch": 1.01, "eval_accuracy": 0.8895160555839539, "eval_loss": 0.3091294467449188, "eval_runtime": 2930.6001, "eval_samples_per_second": 4.111, "eval_steps_per_second": 0.064, "step": 3050 }, { "epoch": 1.02, "learning_rate": 3.500468603561387e-05, "loss": 0.2333, "step": 3060 }, { "epoch": 1.02, "learning_rate": 3.494611059044049e-05, "loss": 0.342, "step": 3070 }, { "epoch": 1.02, "learning_rate": 3.488753514526711e-05, "loss": 0.2609, "step": 3080 }, { "epoch": 1.03, "learning_rate": 3.482895970009372e-05, "loss": 0.2487, "step": 3090 }, { "epoch": 1.03, "learning_rate": 3.4770384254920344e-05, "loss": 0.3105, "step": 3100 }, { "epoch": 1.03, "eval_accuracy": 0.8702581524848938, "eval_loss": 0.3597377836704254, "eval_runtime": 2919.3463, "eval_samples_per_second": 4.127, "eval_steps_per_second": 0.065, "step": 3100 }, { "epoch": 1.03, "learning_rate": 3.4711808809746954e-05, "loss": 0.2523, "step": 3110 }, { "epoch": 1.04, "learning_rate": 3.465323336457357e-05, "loss": 0.289, "step": 3120 }, { "epoch": 1.04, "learning_rate": 3.4594657919400195e-05, "loss": 0.1788, "step": 3130 }, { "epoch": 1.04, "learning_rate": 3.4536082474226805e-05, "loss": 0.2311, "step": 3140 }, { "epoch": 1.05, "learning_rate": 3.447750702905342e-05, "loss": 0.2572, "step": 3150 }, { "epoch": 1.05, "eval_accuracy": 0.8855316638946533, "eval_loss": 0.2860332131385803, "eval_runtime": 2916.4885, "eval_samples_per_second": 4.131, "eval_steps_per_second": 0.065, "step": 3150 }, { "epoch": 1.05, "learning_rate": 3.441893158388004e-05, "loss": 0.1942, "step": 3160 }, { "epoch": 1.05, "learning_rate": 3.4360356138706656e-05, "loss": 0.257, "step": 3170 }, { "epoch": 1.06, "learning_rate": 3.430178069353327e-05, "loss": 0.2219, "step": 3180 }, { "epoch": 1.06, "learning_rate": 3.424320524835989e-05, "loss": 0.2896, "step": 3190 }, { "epoch": 1.06, "learning_rate": 3.418462980318651e-05, "loss": 0.2675, "step": 3200 }, { "epoch": 1.06, "eval_accuracy": 0.8843695521354675, "eval_loss": 0.33106133341789246, "eval_runtime": 2926.6818, "eval_samples_per_second": 4.116, "eval_steps_per_second": 0.065, "step": 3200 }, { "epoch": 1.07, "learning_rate": 3.412605435801312e-05, "loss": 0.1938, "step": 3210 }, { "epoch": 1.07, "learning_rate": 3.406747891283974e-05, "loss": 0.1344, "step": 3220 }, { "epoch": 1.07, "learning_rate": 3.400890346766635e-05, "loss": 0.3441, "step": 3230 }, { "epoch": 1.08, "learning_rate": 3.395032802249297e-05, "loss": 0.2335, "step": 3240 }, { "epoch": 1.08, "learning_rate": 3.389175257731959e-05, "loss": 0.2932, "step": 3250 }, { "epoch": 1.08, "eval_accuracy": 0.8847845792770386, "eval_loss": 0.35532134771347046, "eval_runtime": 2915.1623, "eval_samples_per_second": 4.133, "eval_steps_per_second": 0.065, "step": 3250 }, { "epoch": 1.08, "learning_rate": 3.38331771321462e-05, "loss": 0.3233, "step": 3260 }, { "epoch": 1.09, "learning_rate": 3.377460168697282e-05, "loss": 0.1836, "step": 3270 }, { "epoch": 1.09, "learning_rate": 3.371602624179944e-05, "loss": 0.1725, "step": 3280 }, { "epoch": 1.09, "learning_rate": 3.3657450796626055e-05, "loss": 0.2483, "step": 3290 }, { "epoch": 1.1, "learning_rate": 3.359887535145267e-05, "loss": 0.3317, "step": 3300 }, { "epoch": 1.1, "eval_accuracy": 0.8862787485122681, "eval_loss": 0.3190576136112213, "eval_runtime": 2912.1453, "eval_samples_per_second": 4.137, "eval_steps_per_second": 0.065, "step": 3300 }, { "epoch": 1.1, "learning_rate": 3.354029990627929e-05, "loss": 0.2593, "step": 3310 }, { "epoch": 1.1, "learning_rate": 3.3481724461105906e-05, "loss": 0.2421, "step": 3320 }, { "epoch": 1.11, "learning_rate": 3.342314901593252e-05, "loss": 0.2945, "step": 3330 }, { "epoch": 1.11, "learning_rate": 3.336457357075914e-05, "loss": 0.311, "step": 3340 }, { "epoch": 1.11, "learning_rate": 3.330599812558576e-05, "loss": 0.3351, "step": 3350 }, { "epoch": 1.11, "eval_accuracy": 0.8708392381668091, "eval_loss": 0.4064333736896515, "eval_runtime": 3015.0212, "eval_samples_per_second": 3.996, "eval_steps_per_second": 0.063, "step": 3350 }, { "epoch": 1.12, "learning_rate": 3.3247422680412374e-05, "loss": 0.2762, "step": 3360 }, { "epoch": 1.12, "learning_rate": 3.318884723523899e-05, "loss": 0.3162, "step": 3370 }, { "epoch": 1.12, "learning_rate": 3.31302717900656e-05, "loss": 0.3115, "step": 3380 }, { "epoch": 1.13, "learning_rate": 3.3071696344892225e-05, "loss": 0.2265, "step": 3390 }, { "epoch": 1.13, "learning_rate": 3.301312089971884e-05, "loss": 0.1996, "step": 3400 }, { "epoch": 1.13, "eval_accuracy": 0.8877729177474976, "eval_loss": 0.30873024463653564, "eval_runtime": 2978.9416, "eval_samples_per_second": 4.044, "eval_steps_per_second": 0.063, "step": 3400 }, { "epoch": 1.13, "learning_rate": 3.295454545454545e-05, "loss": 0.2439, "step": 3410 }, { "epoch": 1.14, "learning_rate": 3.289597000937208e-05, "loss": 0.1656, "step": 3420 }, { "epoch": 1.14, "learning_rate": 3.283739456419869e-05, "loss": 0.2516, "step": 3430 }, { "epoch": 1.14, "learning_rate": 3.2778819119025304e-05, "loss": 0.3645, "step": 3440 }, { "epoch": 1.15, "learning_rate": 3.272024367385193e-05, "loss": 0.2047, "step": 3450 }, { "epoch": 1.15, "eval_accuracy": 0.8866937756538391, "eval_loss": 0.34220683574676514, "eval_runtime": 3014.7588, "eval_samples_per_second": 3.996, "eval_steps_per_second": 0.063, "step": 3450 }, { "epoch": 1.15, "learning_rate": 3.266166822867854e-05, "loss": 0.3218, "step": 3460 }, { "epoch": 1.15, "learning_rate": 3.2603092783505155e-05, "loss": 0.2646, "step": 3470 }, { "epoch": 1.16, "learning_rate": 3.254451733833177e-05, "loss": 0.3432, "step": 3480 }, { "epoch": 1.16, "learning_rate": 3.248594189315839e-05, "loss": 0.2153, "step": 3490 }, { "epoch": 1.16, "learning_rate": 3.242736644798501e-05, "loss": 0.2515, "step": 3500 }, { "epoch": 1.16, "eval_accuracy": 0.8876898884773254, "eval_loss": 0.3146258592605591, "eval_runtime": 2970.8234, "eval_samples_per_second": 4.055, "eval_steps_per_second": 0.064, "step": 3500 }, { "epoch": 1.17, "learning_rate": 3.2368791002811624e-05, "loss": 0.251, "step": 3510 }, { "epoch": 1.17, "learning_rate": 3.231021555763824e-05, "loss": 0.3896, "step": 3520 }, { "epoch": 1.17, "learning_rate": 3.225164011246485e-05, "loss": 0.3057, "step": 3530 }, { "epoch": 1.18, "learning_rate": 3.2193064667291475e-05, "loss": 0.2114, "step": 3540 }, { "epoch": 1.18, "learning_rate": 3.213448922211809e-05, "loss": 0.2652, "step": 3550 }, { "epoch": 1.18, "eval_accuracy": 0.8839545249938965, "eval_loss": 0.3532884418964386, "eval_runtime": 2967.08, "eval_samples_per_second": 4.06, "eval_steps_per_second": 0.064, "step": 3550 }, { "epoch": 1.18, "learning_rate": 3.20759137769447e-05, "loss": 0.2321, "step": 3560 }, { "epoch": 1.19, "learning_rate": 3.2017338331771326e-05, "loss": 0.311, "step": 3570 }, { "epoch": 1.19, "learning_rate": 3.1958762886597937e-05, "loss": 0.3379, "step": 3580 }, { "epoch": 1.19, "learning_rate": 3.1900187441424554e-05, "loss": 0.1771, "step": 3590 }, { "epoch": 1.2, "learning_rate": 3.184161199625118e-05, "loss": 0.3286, "step": 3600 }, { "epoch": 1.2, "eval_accuracy": 0.8923383355140686, "eval_loss": 0.30157408118247986, "eval_runtime": 3002.6026, "eval_samples_per_second": 4.012, "eval_steps_per_second": 0.063, "step": 3600 }, { "epoch": 1.2, "learning_rate": 3.178303655107779e-05, "loss": 0.3123, "step": 3610 }, { "epoch": 1.2, "learning_rate": 3.1724461105904405e-05, "loss": 0.2986, "step": 3620 }, { "epoch": 1.21, "learning_rate": 3.166588566073102e-05, "loss": 0.2499, "step": 3630 }, { "epoch": 1.21, "learning_rate": 3.160731021555764e-05, "loss": 0.2738, "step": 3640 }, { "epoch": 1.21, "learning_rate": 3.1548734770384256e-05, "loss": 0.2658, "step": 3650 }, { "epoch": 1.21, "eval_accuracy": 0.8765667676925659, "eval_loss": 0.35946688055992126, "eval_runtime": 2957.309, "eval_samples_per_second": 4.074, "eval_steps_per_second": 0.064, "step": 3650 }, { "epoch": 1.22, "learning_rate": 3.149015932521087e-05, "loss": 0.2732, "step": 3660 }, { "epoch": 1.22, "learning_rate": 3.143158388003749e-05, "loss": 0.3002, "step": 3670 }, { "epoch": 1.22, "learning_rate": 3.13730084348641e-05, "loss": 0.3389, "step": 3680 }, { "epoch": 1.23, "learning_rate": 3.1314432989690725e-05, "loss": 0.3097, "step": 3690 }, { "epoch": 1.23, "learning_rate": 3.125585754451734e-05, "loss": 0.2652, "step": 3700 }, { "epoch": 1.23, "eval_accuracy": 0.8722503781318665, "eval_loss": 0.30808377265930176, "eval_runtime": 2963.9764, "eval_samples_per_second": 4.064, "eval_steps_per_second": 0.064, "step": 3700 }, { "epoch": 1.23, "learning_rate": 3.119728209934395e-05, "loss": 0.2672, "step": 3710 }, { "epoch": 1.24, "learning_rate": 3.1138706654170576e-05, "loss": 0.3262, "step": 3720 }, { "epoch": 1.24, "learning_rate": 3.1080131208997186e-05, "loss": 0.2852, "step": 3730 }, { "epoch": 1.24, "learning_rate": 3.10215557638238e-05, "loss": 0.3505, "step": 3740 }, { "epoch": 1.25, "learning_rate": 3.096298031865043e-05, "loss": 0.2781, "step": 3750 }, { "epoch": 1.25, "eval_accuracy": 0.8886029720306396, "eval_loss": 0.30135467648506165, "eval_runtime": 2939.792, "eval_samples_per_second": 4.098, "eval_steps_per_second": 0.064, "step": 3750 }, { "epoch": 1.25, "learning_rate": 3.090440487347704e-05, "loss": 0.3526, "step": 3760 }, { "epoch": 1.25, "learning_rate": 3.0845829428303654e-05, "loss": 0.2841, "step": 3770 }, { "epoch": 1.25, "learning_rate": 3.078725398313027e-05, "loss": 0.2578, "step": 3780 }, { "epoch": 1.26, "learning_rate": 3.072867853795689e-05, "loss": 0.2886, "step": 3790 }, { "epoch": 1.26, "learning_rate": 3.0670103092783506e-05, "loss": 0.2308, "step": 3800 }, { "epoch": 1.26, "eval_accuracy": 0.8944135308265686, "eval_loss": 0.3107089102268219, "eval_runtime": 2925.7198, "eval_samples_per_second": 4.118, "eval_steps_per_second": 0.065, "step": 3800 }, { "epoch": 1.26, "learning_rate": 3.061152764761012e-05, "loss": 0.3303, "step": 3810 }, { "epoch": 1.27, "learning_rate": 3.055295220243674e-05, "loss": 0.2801, "step": 3820 }, { "epoch": 1.27, "learning_rate": 3.0494376757263354e-05, "loss": 0.2308, "step": 3830 }, { "epoch": 1.27, "learning_rate": 3.0435801312089974e-05, "loss": 0.2462, "step": 3840 }, { "epoch": 1.28, "learning_rate": 3.037722586691659e-05, "loss": 0.2896, "step": 3850 }, { "epoch": 1.28, "eval_accuracy": 0.8955756425857544, "eval_loss": 0.2939203977584839, "eval_runtime": 2925.3139, "eval_samples_per_second": 4.118, "eval_steps_per_second": 0.065, "step": 3850 }, { "epoch": 1.28, "learning_rate": 3.0318650421743205e-05, "loss": 0.2736, "step": 3860 }, { "epoch": 1.28, "learning_rate": 3.0260074976569825e-05, "loss": 0.2567, "step": 3870 }, { "epoch": 1.29, "learning_rate": 3.020149953139644e-05, "loss": 0.2009, "step": 3880 }, { "epoch": 1.29, "learning_rate": 3.0142924086223056e-05, "loss": 0.2943, "step": 3890 }, { "epoch": 1.29, "learning_rate": 3.0084348641049677e-05, "loss": 0.339, "step": 3900 }, { "epoch": 1.29, "eval_accuracy": 0.8927533626556396, "eval_loss": 0.29802992939949036, "eval_runtime": 2930.0892, "eval_samples_per_second": 4.111, "eval_steps_per_second": 0.065, "step": 3900 }, { "epoch": 1.3, "learning_rate": 3.002577319587629e-05, "loss": 0.2817, "step": 3910 }, { "epoch": 1.3, "learning_rate": 2.9967197750702907e-05, "loss": 0.3471, "step": 3920 }, { "epoch": 1.3, "learning_rate": 2.990862230552952e-05, "loss": 0.3022, "step": 3930 }, { "epoch": 1.31, "learning_rate": 2.985004686035614e-05, "loss": 0.1821, "step": 3940 }, { "epoch": 1.31, "learning_rate": 2.979147141518276e-05, "loss": 0.3788, "step": 3950 }, { "epoch": 1.31, "eval_accuracy": 0.8848676085472107, "eval_loss": 0.335862398147583, "eval_runtime": 2890.2656, "eval_samples_per_second": 4.168, "eval_steps_per_second": 0.065, "step": 3950 }, { "epoch": 1.31, "learning_rate": 2.9732895970009372e-05, "loss": 0.2704, "step": 3960 }, { "epoch": 1.32, "learning_rate": 2.9674320524835993e-05, "loss": 0.2548, "step": 3970 }, { "epoch": 1.32, "learning_rate": 2.9615745079662603e-05, "loss": 0.2334, "step": 3980 }, { "epoch": 1.32, "learning_rate": 2.9557169634489224e-05, "loss": 0.2045, "step": 3990 }, { "epoch": 1.33, "learning_rate": 2.949859418931584e-05, "loss": 0.1653, "step": 4000 }, { "epoch": 1.33, "eval_accuracy": 0.8860297203063965, "eval_loss": 0.3242672383785248, "eval_runtime": 2928.0303, "eval_samples_per_second": 4.114, "eval_steps_per_second": 0.065, "step": 4000 }, { "epoch": 1.33, "learning_rate": 2.9440018744142454e-05, "loss": 0.2394, "step": 4010 }, { "epoch": 1.33, "learning_rate": 2.9381443298969075e-05, "loss": 0.3278, "step": 4020 }, { "epoch": 1.34, "learning_rate": 2.932286785379569e-05, "loss": 0.1747, "step": 4030 }, { "epoch": 1.34, "learning_rate": 2.9264292408622306e-05, "loss": 0.2607, "step": 4040 }, { "epoch": 1.34, "learning_rate": 2.9205716963448926e-05, "loss": 0.3088, "step": 4050 }, { "epoch": 1.34, "eval_accuracy": 0.8871088027954102, "eval_loss": 0.3149142861366272, "eval_runtime": 2882.8389, "eval_samples_per_second": 4.179, "eval_steps_per_second": 0.066, "step": 4050 }, { "epoch": 1.35, "learning_rate": 2.914714151827554e-05, "loss": 0.2744, "step": 4060 }, { "epoch": 1.35, "learning_rate": 2.9088566073102157e-05, "loss": 0.3001, "step": 4070 }, { "epoch": 1.35, "learning_rate": 2.902999062792877e-05, "loss": 0.2545, "step": 4080 }, { "epoch": 1.36, "learning_rate": 2.897141518275539e-05, "loss": 0.1678, "step": 4090 }, { "epoch": 1.36, "learning_rate": 2.8912839737582008e-05, "loss": 0.4402, "step": 4100 }, { "epoch": 1.36, "eval_accuracy": 0.8904291391372681, "eval_loss": 0.32059910893440247, "eval_runtime": 2925.63, "eval_samples_per_second": 4.118, "eval_steps_per_second": 0.065, "step": 4100 }, { "epoch": 1.36, "learning_rate": 2.8854264292408622e-05, "loss": 0.3024, "step": 4110 }, { "epoch": 1.37, "learning_rate": 2.8795688847235242e-05, "loss": 0.1949, "step": 4120 }, { "epoch": 1.37, "learning_rate": 2.8737113402061856e-05, "loss": 0.2697, "step": 4130 }, { "epoch": 1.37, "learning_rate": 2.8678537956888473e-05, "loss": 0.1598, "step": 4140 }, { "epoch": 1.38, "learning_rate": 2.8619962511715094e-05, "loss": 0.2302, "step": 4150 }, { "epoch": 1.38, "eval_accuracy": 0.8888520002365112, "eval_loss": 0.34775903820991516, "eval_runtime": 2941.5064, "eval_samples_per_second": 4.096, "eval_steps_per_second": 0.064, "step": 4150 }, { "epoch": 1.38, "learning_rate": 2.8561387066541707e-05, "loss": 0.2443, "step": 4160 }, { "epoch": 1.38, "learning_rate": 2.8502811621368324e-05, "loss": 0.2784, "step": 4170 }, { "epoch": 1.39, "learning_rate": 2.8444236176194938e-05, "loss": 0.2139, "step": 4180 }, { "epoch": 1.39, "learning_rate": 2.838566073102156e-05, "loss": 0.1431, "step": 4190 }, { "epoch": 1.39, "learning_rate": 2.8327085285848176e-05, "loss": 0.3066, "step": 4200 }, { "epoch": 1.39, "eval_accuracy": 0.8925043344497681, "eval_loss": 0.3472656011581421, "eval_runtime": 2995.6082, "eval_samples_per_second": 4.022, "eval_steps_per_second": 0.063, "step": 4200 }, { "epoch": 1.4, "learning_rate": 2.826850984067479e-05, "loss": 0.2992, "step": 4210 }, { "epoch": 1.4, "learning_rate": 2.820993439550141e-05, "loss": 0.4127, "step": 4220 }, { "epoch": 1.4, "learning_rate": 2.815135895032802e-05, "loss": 0.1718, "step": 4230 }, { "epoch": 1.41, "learning_rate": 2.809278350515464e-05, "loss": 0.2215, "step": 4240 }, { "epoch": 1.41, "learning_rate": 2.803420805998126e-05, "loss": 0.2434, "step": 4250 }, { "epoch": 1.41, "eval_accuracy": 0.8939985036849976, "eval_loss": 0.32785314321517944, "eval_runtime": 2930.7504, "eval_samples_per_second": 4.111, "eval_steps_per_second": 0.064, "step": 4250 }, { "epoch": 1.41, "learning_rate": 2.797563261480787e-05, "loss": 0.2215, "step": 4260 }, { "epoch": 1.42, "learning_rate": 2.7917057169634492e-05, "loss": 0.3578, "step": 4270 }, { "epoch": 1.42, "learning_rate": 2.7858481724461106e-05, "loss": 0.2208, "step": 4280 }, { "epoch": 1.42, "learning_rate": 2.7799906279287723e-05, "loss": 0.2271, "step": 4290 }, { "epoch": 1.43, "learning_rate": 2.7741330834114343e-05, "loss": 0.2801, "step": 4300 }, { "epoch": 1.43, "eval_accuracy": 0.8939154744148254, "eval_loss": 0.32341817021369934, "eval_runtime": 2930.7491, "eval_samples_per_second": 4.111, "eval_steps_per_second": 0.064, "step": 4300 }, { "epoch": 1.43, "learning_rate": 2.7682755388940957e-05, "loss": 0.2672, "step": 4310 }, { "epoch": 1.43, "learning_rate": 2.7624179943767574e-05, "loss": 0.2383, "step": 4320 }, { "epoch": 1.44, "learning_rate": 2.7565604498594188e-05, "loss": 0.2971, "step": 4330 }, { "epoch": 1.44, "learning_rate": 2.7507029053420808e-05, "loss": 0.2431, "step": 4340 }, { "epoch": 1.44, "learning_rate": 2.7448453608247425e-05, "loss": 0.3461, "step": 4350 }, { "epoch": 1.44, "eval_accuracy": 0.8964887261390686, "eval_loss": 0.2783967852592468, "eval_runtime": 2926.1616, "eval_samples_per_second": 4.117, "eval_steps_per_second": 0.065, "step": 4350 }, { "epoch": 1.45, "learning_rate": 2.738987816307404e-05, "loss": 0.2098, "step": 4360 }, { "epoch": 1.45, "learning_rate": 2.733130271790066e-05, "loss": 0.244, "step": 4370 }, { "epoch": 1.45, "learning_rate": 2.7272727272727273e-05, "loss": 0.2899, "step": 4380 }, { "epoch": 1.46, "learning_rate": 2.721415182755389e-05, "loss": 0.1871, "step": 4390 }, { "epoch": 1.46, "learning_rate": 2.715557638238051e-05, "loss": 0.3233, "step": 4400 }, { "epoch": 1.46, "eval_accuracy": 0.8915082812309265, "eval_loss": 0.32419413328170776, "eval_runtime": 2925.7579, "eval_samples_per_second": 4.118, "eval_steps_per_second": 0.065, "step": 4400 }, { "epoch": 1.46, "learning_rate": 2.7097000937207124e-05, "loss": 0.2698, "step": 4410 }, { "epoch": 1.47, "learning_rate": 2.703842549203374e-05, "loss": 0.2418, "step": 4420 }, { "epoch": 1.47, "learning_rate": 2.6979850046860355e-05, "loss": 0.312, "step": 4430 }, { "epoch": 1.47, "learning_rate": 2.6921274601686976e-05, "loss": 0.2791, "step": 4440 }, { "epoch": 1.48, "learning_rate": 2.6862699156513593e-05, "loss": 0.1694, "step": 4450 }, { "epoch": 1.48, "eval_accuracy": 0.8930854201316833, "eval_loss": 0.3108774423599243, "eval_runtime": 2939.9189, "eval_samples_per_second": 4.098, "eval_steps_per_second": 0.064, "step": 4450 }, { "epoch": 1.48, "learning_rate": 2.6804123711340206e-05, "loss": 0.2592, "step": 4460 }, { "epoch": 1.48, "learning_rate": 2.6745548266166827e-05, "loss": 0.1924, "step": 4470 }, { "epoch": 1.49, "learning_rate": 2.6686972820993437e-05, "loss": 0.2456, "step": 4480 }, { "epoch": 1.49, "learning_rate": 2.6628397375820058e-05, "loss": 0.1603, "step": 4490 }, { "epoch": 1.49, "learning_rate": 2.6569821930646678e-05, "loss": 0.2608, "step": 4500 }, { "epoch": 1.49, "eval_accuracy": 0.8968207836151123, "eval_loss": 0.3301639258861542, "eval_runtime": 2947.6766, "eval_samples_per_second": 4.087, "eval_steps_per_second": 0.064, "step": 4500 }, { "epoch": 1.5, "learning_rate": 2.651124648547329e-05, "loss": 0.2059, "step": 4510 }, { "epoch": 1.5, "learning_rate": 2.645267104029991e-05, "loss": 0.3259, "step": 4520 }, { "epoch": 1.5, "learning_rate": 2.6394095595126523e-05, "loss": 0.2387, "step": 4530 }, { "epoch": 1.51, "learning_rate": 2.633552014995314e-05, "loss": 0.2449, "step": 4540 }, { "epoch": 1.51, "learning_rate": 2.627694470477976e-05, "loss": 0.2651, "step": 4550 }, { "epoch": 1.51, "eval_accuracy": 0.8920063376426697, "eval_loss": 0.30787232518196106, "eval_runtime": 2968.9355, "eval_samples_per_second": 4.058, "eval_steps_per_second": 0.064, "step": 4550 }, { "epoch": 1.51, "learning_rate": 2.6218369259606374e-05, "loss": 0.2294, "step": 4560 }, { "epoch": 1.52, "learning_rate": 2.615979381443299e-05, "loss": 0.3269, "step": 4570 }, { "epoch": 1.52, "learning_rate": 2.6101218369259605e-05, "loss": 0.2596, "step": 4580 }, { "epoch": 1.52, "learning_rate": 2.6042642924086225e-05, "loss": 0.2729, "step": 4590 }, { "epoch": 1.53, "learning_rate": 2.5984067478912842e-05, "loss": 0.2724, "step": 4600 }, { "epoch": 1.53, "eval_accuracy": 0.8871918320655823, "eval_loss": 0.3105985224246979, "eval_runtime": 2944.8958, "eval_samples_per_second": 4.091, "eval_steps_per_second": 0.064, "step": 4600 }, { "epoch": 1.53, "learning_rate": 2.5925492033739456e-05, "loss": 0.2914, "step": 4610 }, { "epoch": 1.53, "learning_rate": 2.5866916588566076e-05, "loss": 0.1969, "step": 4620 }, { "epoch": 1.54, "learning_rate": 2.580834114339269e-05, "loss": 0.2184, "step": 4630 }, { "epoch": 1.54, "learning_rate": 2.5749765698219307e-05, "loss": 0.3381, "step": 4640 }, { "epoch": 1.54, "learning_rate": 2.5691190253045928e-05, "loss": 0.2006, "step": 4650 }, { "epoch": 1.54, "eval_accuracy": 0.8908441662788391, "eval_loss": 0.2958328127861023, "eval_runtime": 2984.5836, "eval_samples_per_second": 4.036, "eval_steps_per_second": 0.063, "step": 4650 }, { "epoch": 1.55, "learning_rate": 2.563261480787254e-05, "loss": 0.2845, "step": 4660 }, { "epoch": 1.55, "learning_rate": 2.557403936269916e-05, "loss": 0.2758, "step": 4670 }, { "epoch": 1.55, "learning_rate": 2.5515463917525772e-05, "loss": 0.2844, "step": 4680 }, { "epoch": 1.56, "learning_rate": 2.5456888472352393e-05, "loss": 0.2664, "step": 4690 }, { "epoch": 1.56, "learning_rate": 2.539831302717901e-05, "loss": 0.2121, "step": 4700 }, { "epoch": 1.56, "eval_accuracy": 0.8965717554092407, "eval_loss": 0.2965669333934784, "eval_runtime": 2939.0813, "eval_samples_per_second": 4.099, "eval_steps_per_second": 0.064, "step": 4700 }, { "epoch": 1.56, "learning_rate": 2.5339737582005623e-05, "loss": 0.2384, "step": 4710 }, { "epoch": 1.57, "learning_rate": 2.5281162136832244e-05, "loss": 0.3088, "step": 4720 }, { "epoch": 1.57, "learning_rate": 2.5222586691658858e-05, "loss": 0.2495, "step": 4730 }, { "epoch": 1.57, "learning_rate": 2.5164011246485475e-05, "loss": 0.2194, "step": 4740 }, { "epoch": 1.58, "learning_rate": 2.5105435801312095e-05, "loss": 0.2619, "step": 4750 }, { "epoch": 1.58, "eval_accuracy": 0.8969038128852844, "eval_loss": 0.28781718015670776, "eval_runtime": 2990.3887, "eval_samples_per_second": 4.029, "eval_steps_per_second": 0.063, "step": 4750 }, { "epoch": 1.58, "learning_rate": 2.5046860356138705e-05, "loss": 0.2988, "step": 4760 }, { "epoch": 1.58, "learning_rate": 2.4988284910965323e-05, "loss": 0.1826, "step": 4770 }, { "epoch": 1.59, "learning_rate": 2.4929709465791943e-05, "loss": 0.2966, "step": 4780 }, { "epoch": 1.59, "learning_rate": 2.4871134020618557e-05, "loss": 0.2689, "step": 4790 }, { "epoch": 1.59, "learning_rate": 2.4812558575445174e-05, "loss": 0.2, "step": 4800 }, { "epoch": 1.59, "eval_accuracy": 0.8967377543449402, "eval_loss": 0.2746070623397827, "eval_runtime": 3059.3436, "eval_samples_per_second": 3.938, "eval_steps_per_second": 0.062, "step": 4800 }, { "epoch": 1.6, "learning_rate": 2.475398313027179e-05, "loss": 0.2848, "step": 4810 }, { "epoch": 1.6, "learning_rate": 2.4695407685098408e-05, "loss": 0.2542, "step": 4820 }, { "epoch": 1.6, "learning_rate": 2.4636832239925025e-05, "loss": 0.1774, "step": 4830 }, { "epoch": 1.61, "learning_rate": 2.4578256794751642e-05, "loss": 0.2458, "step": 4840 }, { "epoch": 1.61, "learning_rate": 2.451968134957826e-05, "loss": 0.2847, "step": 4850 }, { "epoch": 1.61, "eval_accuracy": 0.8977338671684265, "eval_loss": 0.3023954927921295, "eval_runtime": 3022.6022, "eval_samples_per_second": 3.986, "eval_steps_per_second": 0.063, "step": 4850 }, { "epoch": 1.61, "learning_rate": 2.4461105904404873e-05, "loss": 0.2877, "step": 4860 }, { "epoch": 1.62, "learning_rate": 2.440253045923149e-05, "loss": 0.2538, "step": 4870 }, { "epoch": 1.62, "learning_rate": 2.434395501405811e-05, "loss": 0.2158, "step": 4880 }, { "epoch": 1.62, "learning_rate": 2.4285379568884724e-05, "loss": 0.2689, "step": 4890 }, { "epoch": 1.63, "learning_rate": 2.422680412371134e-05, "loss": 0.1995, "step": 4900 }, { "epoch": 1.63, "eval_accuracy": 0.8991450071334839, "eval_loss": 0.2890797555446625, "eval_runtime": 2941.9008, "eval_samples_per_second": 4.095, "eval_steps_per_second": 0.064, "step": 4900 }, { "epoch": 1.63, "learning_rate": 2.416822867853796e-05, "loss": 0.1642, "step": 4910 }, { "epoch": 1.63, "learning_rate": 2.4109653233364572e-05, "loss": 0.2836, "step": 4920 }, { "epoch": 1.64, "learning_rate": 2.4051077788191193e-05, "loss": 0.203, "step": 4930 }, { "epoch": 1.64, "learning_rate": 2.399250234301781e-05, "loss": 0.2255, "step": 4940 }, { "epoch": 1.64, "learning_rate": 2.3933926897844423e-05, "loss": 0.1943, "step": 4950 }, { "epoch": 1.64, "eval_accuracy": 0.8883539438247681, "eval_loss": 0.36784863471984863, "eval_runtime": 2935.7382, "eval_samples_per_second": 4.104, "eval_steps_per_second": 0.064, "step": 4950 }, { "epoch": 1.65, "learning_rate": 2.387535145267104e-05, "loss": 0.2346, "step": 4960 }, { "epoch": 1.65, "learning_rate": 2.3816776007497658e-05, "loss": 0.3136, "step": 4970 }, { "epoch": 1.65, "learning_rate": 2.3758200562324275e-05, "loss": 0.2796, "step": 4980 }, { "epoch": 1.66, "learning_rate": 2.3699625117150892e-05, "loss": 0.2094, "step": 4990 }, { "epoch": 1.66, "learning_rate": 2.364104967197751e-05, "loss": 0.2818, "step": 5000 }, { "epoch": 1.66, "eval_accuracy": 0.897152841091156, "eval_loss": 0.3128949999809265, "eval_runtime": 2934.3113, "eval_samples_per_second": 4.106, "eval_steps_per_second": 0.064, "step": 5000 }, { "epoch": 1.66, "learning_rate": 2.3582474226804126e-05, "loss": 0.3021, "step": 5010 }, { "epoch": 1.67, "learning_rate": 2.352389878163074e-05, "loss": 0.1889, "step": 5020 }, { "epoch": 1.67, "learning_rate": 2.346532333645736e-05, "loss": 0.176, "step": 5030 }, { "epoch": 1.67, "learning_rate": 2.3406747891283977e-05, "loss": 0.1692, "step": 5040 }, { "epoch": 1.68, "learning_rate": 2.334817244611059e-05, "loss": 0.2598, "step": 5050 }, { "epoch": 1.68, "eval_accuracy": 0.8980659246444702, "eval_loss": 0.3228696286678314, "eval_runtime": 2867.793, "eval_samples_per_second": 4.201, "eval_steps_per_second": 0.066, "step": 5050 }, { "epoch": 1.68, "learning_rate": 2.3289597000937208e-05, "loss": 0.3448, "step": 5060 }, { "epoch": 1.68, "learning_rate": 2.3231021555763825e-05, "loss": 0.2667, "step": 5070 }, { "epoch": 1.69, "learning_rate": 2.3172446110590442e-05, "loss": 0.2407, "step": 5080 }, { "epoch": 1.69, "learning_rate": 2.311387066541706e-05, "loss": 0.2999, "step": 5090 }, { "epoch": 1.69, "learning_rate": 2.3055295220243676e-05, "loss": 0.3133, "step": 5100 }, { "epoch": 1.69, "eval_accuracy": 0.8896820545196533, "eval_loss": 0.3091619908809662, "eval_runtime": 2938.1739, "eval_samples_per_second": 4.1, "eval_steps_per_second": 0.064, "step": 5100 }, { "epoch": 1.7, "learning_rate": 2.299671977507029e-05, "loss": 0.1843, "step": 5110 }, { "epoch": 1.7, "learning_rate": 2.2938144329896907e-05, "loss": 0.3259, "step": 5120 }, { "epoch": 1.7, "learning_rate": 2.2879568884723528e-05, "loss": 0.294, "step": 5130 }, { "epoch": 1.71, "learning_rate": 2.282099343955014e-05, "loss": 0.2551, "step": 5140 }, { "epoch": 1.71, "learning_rate": 2.276241799437676e-05, "loss": 0.1876, "step": 5150 }, { "epoch": 1.71, "eval_accuracy": 0.8994770646095276, "eval_loss": 0.26903077960014343, "eval_runtime": 2957.9725, "eval_samples_per_second": 4.073, "eval_steps_per_second": 0.064, "step": 5150 }, { "epoch": 1.71, "learning_rate": 2.2703842549203375e-05, "loss": 0.3053, "step": 5160 }, { "epoch": 1.72, "learning_rate": 2.264526710402999e-05, "loss": 0.1407, "step": 5170 }, { "epoch": 1.72, "learning_rate": 2.258669165885661e-05, "loss": 0.2645, "step": 5180 }, { "epoch": 1.72, "learning_rate": 2.2528116213683227e-05, "loss": 0.2395, "step": 5190 }, { "epoch": 1.73, "learning_rate": 2.246954076850984e-05, "loss": 0.431, "step": 5200 }, { "epoch": 1.73, "eval_accuracy": 0.8953266143798828, "eval_loss": 0.324379026889801, "eval_runtime": 2916.0243, "eval_samples_per_second": 4.131, "eval_steps_per_second": 0.065, "step": 5200 }, { "epoch": 1.73, "learning_rate": 2.2410965323336457e-05, "loss": 0.2358, "step": 5210 }, { "epoch": 1.73, "learning_rate": 2.2352389878163075e-05, "loss": 0.2162, "step": 5220 }, { "epoch": 1.74, "learning_rate": 2.229381443298969e-05, "loss": 0.2704, "step": 5230 }, { "epoch": 1.74, "learning_rate": 2.223523898781631e-05, "loss": 0.2596, "step": 5240 }, { "epoch": 1.74, "learning_rate": 2.2176663542642926e-05, "loss": 0.2305, "step": 5250 }, { "epoch": 1.74, "eval_accuracy": 0.9003901481628418, "eval_loss": 0.27731630206108093, "eval_runtime": 2979.377, "eval_samples_per_second": 4.043, "eval_steps_per_second": 0.063, "step": 5250 }, { "epoch": 1.75, "learning_rate": 2.2118088097469543e-05, "loss": 0.2945, "step": 5260 }, { "epoch": 1.75, "learning_rate": 2.2059512652296157e-05, "loss": 0.3199, "step": 5270 }, { "epoch": 1.75, "learning_rate": 2.2000937207122777e-05, "loss": 0.2279, "step": 5280 }, { "epoch": 1.76, "learning_rate": 2.1942361761949394e-05, "loss": 0.2088, "step": 5290 }, { "epoch": 1.76, "learning_rate": 2.1883786316776008e-05, "loss": 0.32, "step": 5300 }, { "epoch": 1.76, "eval_accuracy": 0.8993940353393555, "eval_loss": 0.30973345041275024, "eval_runtime": 2962.0345, "eval_samples_per_second": 4.067, "eval_steps_per_second": 0.064, "step": 5300 }, { "epoch": 1.76, "learning_rate": 2.1825210871602625e-05, "loss": 0.2853, "step": 5310 }, { "epoch": 1.77, "learning_rate": 2.1766635426429242e-05, "loss": 0.1371, "step": 5320 }, { "epoch": 1.77, "learning_rate": 2.170805998125586e-05, "loss": 0.2466, "step": 5330 }, { "epoch": 1.77, "learning_rate": 2.1649484536082476e-05, "loss": 0.2126, "step": 5340 }, { "epoch": 1.78, "learning_rate": 2.1590909090909093e-05, "loss": 0.2632, "step": 5350 }, { "epoch": 1.78, "eval_accuracy": 0.901303231716156, "eval_loss": 0.28299954533576965, "eval_runtime": 2929.0636, "eval_samples_per_second": 4.113, "eval_steps_per_second": 0.065, "step": 5350 }, { "epoch": 1.78, "learning_rate": 2.1532333645735707e-05, "loss": 0.3151, "step": 5360 }, { "epoch": 1.78, "learning_rate": 2.1473758200562324e-05, "loss": 0.2333, "step": 5370 }, { "epoch": 1.79, "learning_rate": 2.1415182755388945e-05, "loss": 0.1944, "step": 5380 }, { "epoch": 1.79, "learning_rate": 2.1356607310215558e-05, "loss": 0.3294, "step": 5390 }, { "epoch": 1.79, "learning_rate": 2.1298031865042175e-05, "loss": 0.2296, "step": 5400 }, { "epoch": 1.79, "eval_accuracy": 0.8985639810562134, "eval_loss": 0.2716383934020996, "eval_runtime": 2933.414, "eval_samples_per_second": 4.107, "eval_steps_per_second": 0.064, "step": 5400 }, { "epoch": 1.8, "learning_rate": 2.1239456419868792e-05, "loss": 0.2017, "step": 5410 }, { "epoch": 1.8, "learning_rate": 2.118088097469541e-05, "loss": 0.2426, "step": 5420 }, { "epoch": 1.8, "learning_rate": 2.1122305529522023e-05, "loss": 0.2222, "step": 5430 }, { "epoch": 1.81, "learning_rate": 2.1063730084348644e-05, "loss": 0.2208, "step": 5440 }, { "epoch": 1.81, "learning_rate": 2.1005154639175257e-05, "loss": 0.2276, "step": 5450 }, { "epoch": 1.81, "eval_accuracy": 0.8921723365783691, "eval_loss": 0.31200098991394043, "eval_runtime": 2927.7023, "eval_samples_per_second": 4.115, "eval_steps_per_second": 0.065, "step": 5450 }, { "epoch": 1.81, "learning_rate": 2.0946579194001875e-05, "loss": 0.1967, "step": 5460 }, { "epoch": 1.82, "learning_rate": 2.088800374882849e-05, "loss": 0.2521, "step": 5470 }, { "epoch": 1.82, "learning_rate": 2.082942830365511e-05, "loss": 0.2899, "step": 5480 }, { "epoch": 1.82, "learning_rate": 2.0770852858481726e-05, "loss": 0.3003, "step": 5490 }, { "epoch": 1.83, "learning_rate": 2.0712277413308343e-05, "loss": 0.237, "step": 5500 }, { "epoch": 1.83, "eval_accuracy": 0.9008051753044128, "eval_loss": 0.26086243987083435, "eval_runtime": 2933.7335, "eval_samples_per_second": 4.106, "eval_steps_per_second": 0.064, "step": 5500 }, { "epoch": 1.83, "learning_rate": 2.065370196813496e-05, "loss": 0.2551, "step": 5510 }, { "epoch": 1.83, "learning_rate": 2.0595126522961574e-05, "loss": 0.1407, "step": 5520 }, { "epoch": 1.84, "learning_rate": 2.053655107778819e-05, "loss": 0.2094, "step": 5530 }, { "epoch": 1.84, "learning_rate": 2.047797563261481e-05, "loss": 0.2599, "step": 5540 }, { "epoch": 1.84, "learning_rate": 2.0419400187441425e-05, "loss": 0.2505, "step": 5550 }, { "epoch": 1.84, "eval_accuracy": 0.9030464291572571, "eval_loss": 0.254546195268631, "eval_runtime": 2895.0779, "eval_samples_per_second": 4.161, "eval_steps_per_second": 0.065, "step": 5550 }, { "epoch": 1.85, "learning_rate": 2.0360824742268042e-05, "loss": 0.2148, "step": 5560 }, { "epoch": 1.85, "learning_rate": 2.030224929709466e-05, "loss": 0.1769, "step": 5570 }, { "epoch": 1.85, "learning_rate": 2.0243673851921273e-05, "loss": 0.231, "step": 5580 }, { "epoch": 1.86, "learning_rate": 2.0185098406747893e-05, "loss": 0.1985, "step": 5590 }, { "epoch": 1.86, "learning_rate": 2.012652296157451e-05, "loss": 0.3394, "step": 5600 }, { "epoch": 1.86, "eval_accuracy": 0.9037104845046997, "eval_loss": 0.29787400364875793, "eval_runtime": 2929.8682, "eval_samples_per_second": 4.112, "eval_steps_per_second": 0.065, "step": 5600 }, { "epoch": 1.86, "learning_rate": 2.0067947516401124e-05, "loss": 0.2696, "step": 5610 }, { "epoch": 1.87, "learning_rate": 2.000937207122774e-05, "loss": 0.2014, "step": 5620 }, { "epoch": 1.87, "learning_rate": 1.9950796626054358e-05, "loss": 0.2366, "step": 5630 }, { "epoch": 1.87, "learning_rate": 1.9892221180880975e-05, "loss": 0.2282, "step": 5640 }, { "epoch": 1.88, "learning_rate": 1.9833645735707592e-05, "loss": 0.2466, "step": 5650 }, { "epoch": 1.88, "eval_accuracy": 0.9034614562988281, "eval_loss": 0.28928226232528687, "eval_runtime": 2838.2613, "eval_samples_per_second": 4.244, "eval_steps_per_second": 0.067, "step": 5650 }, { "epoch": 1.88, "learning_rate": 1.977507029053421e-05, "loss": 0.2576, "step": 5660 }, { "epoch": 1.88, "learning_rate": 1.9716494845360827e-05, "loss": 0.2305, "step": 5670 }, { "epoch": 1.89, "learning_rate": 1.965791940018744e-05, "loss": 0.2171, "step": 5680 }, { "epoch": 1.89, "learning_rate": 1.959934395501406e-05, "loss": 0.1958, "step": 5690 }, { "epoch": 1.89, "learning_rate": 1.9540768509840678e-05, "loss": 0.1952, "step": 5700 }, { "epoch": 1.89, "eval_accuracy": 0.9032953977584839, "eval_loss": 0.2843443751335144, "eval_runtime": 2916.8898, "eval_samples_per_second": 4.13, "eval_steps_per_second": 0.065, "step": 5700 }, { "epoch": 1.9, "learning_rate": 1.948219306466729e-05, "loss": 0.173, "step": 5710 }, { "epoch": 1.9, "learning_rate": 1.942361761949391e-05, "loss": 0.2321, "step": 5720 }, { "epoch": 1.9, "learning_rate": 1.9365042174320526e-05, "loss": 0.2239, "step": 5730 }, { "epoch": 1.91, "learning_rate": 1.9306466729147143e-05, "loss": 0.2248, "step": 5740 }, { "epoch": 1.91, "learning_rate": 1.924789128397376e-05, "loss": 0.1808, "step": 5750 }, { "epoch": 1.91, "eval_accuracy": 0.9003071188926697, "eval_loss": 0.3049992620944977, "eval_runtime": 2979.4474, "eval_samples_per_second": 4.043, "eval_steps_per_second": 0.063, "step": 5750 }, { "epoch": 1.91, "learning_rate": 1.9189315838800377e-05, "loss": 0.2406, "step": 5760 }, { "epoch": 1.92, "learning_rate": 1.913074039362699e-05, "loss": 0.324, "step": 5770 }, { "epoch": 1.92, "learning_rate": 1.9072164948453608e-05, "loss": 0.1952, "step": 5780 }, { "epoch": 1.92, "learning_rate": 1.9013589503280228e-05, "loss": 0.2374, "step": 5790 }, { "epoch": 1.93, "learning_rate": 1.8955014058106842e-05, "loss": 0.1889, "step": 5800 }, { "epoch": 1.93, "eval_accuracy": 0.8986469507217407, "eval_loss": 0.29144901037216187, "eval_runtime": 2939.5021, "eval_samples_per_second": 4.098, "eval_steps_per_second": 0.064, "step": 5800 }, { "epoch": 1.93, "learning_rate": 1.889643861293346e-05, "loss": 0.1922, "step": 5810 }, { "epoch": 1.93, "learning_rate": 1.8837863167760076e-05, "loss": 0.1673, "step": 5820 }, { "epoch": 1.94, "learning_rate": 1.877928772258669e-05, "loss": 0.2481, "step": 5830 }, { "epoch": 1.94, "learning_rate": 1.872071227741331e-05, "loss": 0.2624, "step": 5840 }, { "epoch": 1.94, "learning_rate": 1.8662136832239927e-05, "loss": 0.267, "step": 5850 }, { "epoch": 1.94, "eval_accuracy": 0.8944965600967407, "eval_loss": 0.32017406821250916, "eval_runtime": 2923.7537, "eval_samples_per_second": 4.12, "eval_steps_per_second": 0.065, "step": 5850 }, { "epoch": 1.95, "learning_rate": 1.860356138706654e-05, "loss": 0.268, "step": 5860 }, { "epoch": 1.95, "learning_rate": 1.8544985941893158e-05, "loss": 0.2846, "step": 5870 }, { "epoch": 1.95, "learning_rate": 1.8486410496719775e-05, "loss": 0.1709, "step": 5880 }, { "epoch": 1.96, "learning_rate": 1.8427835051546392e-05, "loss": 0.223, "step": 5890 }, { "epoch": 1.96, "learning_rate": 1.836925960637301e-05, "loss": 0.2135, "step": 5900 }, { "epoch": 1.96, "eval_accuracy": 0.901718258857727, "eval_loss": 0.28145769238471985, "eval_runtime": 3056.4339, "eval_samples_per_second": 3.942, "eval_steps_per_second": 0.062, "step": 5900 }, { "epoch": 1.96, "learning_rate": 1.8310684161199627e-05, "loss": 0.3075, "step": 5910 }, { "epoch": 1.97, "learning_rate": 1.8252108716026244e-05, "loss": 0.2394, "step": 5920 }, { "epoch": 1.97, "learning_rate": 1.8193533270852857e-05, "loss": 0.2749, "step": 5930 }, { "epoch": 1.97, "learning_rate": 1.8134957825679478e-05, "loss": 0.2142, "step": 5940 }, { "epoch": 1.98, "learning_rate": 1.8076382380506095e-05, "loss": 0.1889, "step": 5950 }, { "epoch": 1.98, "eval_accuracy": 0.9028803706169128, "eval_loss": 0.2930201292037964, "eval_runtime": 3040.6257, "eval_samples_per_second": 3.962, "eval_steps_per_second": 0.062, "step": 5950 }, { "epoch": 1.98, "learning_rate": 1.801780693533271e-05, "loss": 0.2439, "step": 5960 }, { "epoch": 1.98, "learning_rate": 1.7959231490159326e-05, "loss": 0.2177, "step": 5970 }, { "epoch": 1.99, "learning_rate": 1.7900656044985943e-05, "loss": 0.2013, "step": 5980 }, { "epoch": 1.99, "learning_rate": 1.784208059981256e-05, "loss": 0.2064, "step": 5990 }, { "epoch": 1.99, "learning_rate": 1.7783505154639177e-05, "loss": 0.2761, "step": 6000 }, { "epoch": 1.99, "eval_accuracy": 0.9062007069587708, "eval_loss": 0.28722548484802246, "eval_runtime": 3021.7697, "eval_samples_per_second": 3.987, "eval_steps_per_second": 0.063, "step": 6000 }, { "epoch": 2.0, "learning_rate": 1.7724929709465794e-05, "loss": 0.2081, "step": 6010 }, { "epoch": 2.0, "learning_rate": 1.7666354264292408e-05, "loss": 0.1955, "step": 6020 }, { "epoch": 2.0, "learning_rate": 1.7607778819119025e-05, "loss": 0.2395, "step": 6030 }, { "epoch": 2.01, "learning_rate": 1.7549203373945645e-05, "loss": 0.1571, "step": 6040 }, { "epoch": 2.01, "learning_rate": 1.749062792877226e-05, "loss": 0.0578, "step": 6050 }, { "epoch": 2.01, "eval_accuracy": 0.905453622341156, "eval_loss": 0.32240164279937744, "eval_runtime": 3073.9569, "eval_samples_per_second": 3.919, "eval_steps_per_second": 0.061, "step": 6050 }, { "epoch": 2.01, "learning_rate": 1.7432052483598876e-05, "loss": 0.1371, "step": 6060 }, { "epoch": 2.02, "learning_rate": 1.7373477038425493e-05, "loss": 0.1411, "step": 6070 }, { "epoch": 2.02, "learning_rate": 1.731490159325211e-05, "loss": 0.3104, "step": 6080 }, { "epoch": 2.02, "learning_rate": 1.7256326148078727e-05, "loss": 0.3536, "step": 6090 }, { "epoch": 2.03, "learning_rate": 1.7197750702905344e-05, "loss": 0.2053, "step": 6100 }, { "epoch": 2.03, "eval_accuracy": 0.905453622341156, "eval_loss": 0.341753751039505, "eval_runtime": 2956.8334, "eval_samples_per_second": 4.074, "eval_steps_per_second": 0.064, "step": 6100 }, { "epoch": 2.03, "learning_rate": 1.7139175257731958e-05, "loss": 0.1298, "step": 6110 }, { "epoch": 2.03, "learning_rate": 1.7080599812558575e-05, "loss": 0.1208, "step": 6120 }, { "epoch": 2.04, "learning_rate": 1.7022024367385192e-05, "loss": 0.1429, "step": 6130 }, { "epoch": 2.04, "learning_rate": 1.696344892221181e-05, "loss": 0.1677, "step": 6140 }, { "epoch": 2.04, "learning_rate": 1.6904873477038426e-05, "loss": 0.146, "step": 6150 }, { "epoch": 2.04, "eval_accuracy": 0.9042085409164429, "eval_loss": 0.3489157259464264, "eval_runtime": 2926.9095, "eval_samples_per_second": 4.116, "eval_steps_per_second": 0.065, "step": 6150 }, { "epoch": 2.05, "learning_rate": 1.6846298031865044e-05, "loss": 0.215, "step": 6160 }, { "epoch": 2.05, "learning_rate": 1.678772258669166e-05, "loss": 0.1922, "step": 6170 }, { "epoch": 2.05, "learning_rate": 1.6729147141518274e-05, "loss": 0.2388, "step": 6180 }, { "epoch": 2.06, "learning_rate": 1.6670571696344895e-05, "loss": 0.1186, "step": 6190 }, { "epoch": 2.06, "learning_rate": 1.6611996251171512e-05, "loss": 0.2463, "step": 6200 }, { "epoch": 2.06, "eval_accuracy": 0.9061176776885986, "eval_loss": 0.32390135526657104, "eval_runtime": 2930.7518, "eval_samples_per_second": 4.111, "eval_steps_per_second": 0.064, "step": 6200 }, { "epoch": 2.06, "learning_rate": 1.6553420805998126e-05, "loss": 0.1714, "step": 6210 }, { "epoch": 2.07, "learning_rate": 1.6494845360824743e-05, "loss": 0.1604, "step": 6220 }, { "epoch": 2.07, "learning_rate": 1.643626991565136e-05, "loss": 0.0988, "step": 6230 }, { "epoch": 2.07, "learning_rate": 1.6377694470477977e-05, "loss": 0.155, "step": 6240 }, { "epoch": 2.08, "learning_rate": 1.6319119025304594e-05, "loss": 0.2154, "step": 6250 }, { "epoch": 2.08, "eval_accuracy": 0.9044575691223145, "eval_loss": 0.3351038992404938, "eval_runtime": 2927.1842, "eval_samples_per_second": 4.116, "eval_steps_per_second": 0.065, "step": 6250 }, { "epoch": 2.08, "learning_rate": 1.626054358013121e-05, "loss": 0.0297, "step": 6260 }, { "epoch": 2.08, "learning_rate": 1.6201968134957825e-05, "loss": 0.1048, "step": 6270 }, { "epoch": 2.08, "learning_rate": 1.6143392689784442e-05, "loss": 0.212, "step": 6280 }, { "epoch": 2.09, "learning_rate": 1.608481724461106e-05, "loss": 0.2283, "step": 6290 }, { "epoch": 2.09, "learning_rate": 1.6026241799437676e-05, "loss": 0.1476, "step": 6300 }, { "epoch": 2.09, "eval_accuracy": 0.9061176776885986, "eval_loss": 0.3789742588996887, "eval_runtime": 2919.2007, "eval_samples_per_second": 4.127, "eval_steps_per_second": 0.065, "step": 6300 }, { "epoch": 2.09, "learning_rate": 1.5967666354264293e-05, "loss": 0.2079, "step": 6310 }, { "epoch": 2.1, "learning_rate": 1.590909090909091e-05, "loss": 0.2238, "step": 6320 }, { "epoch": 2.1, "learning_rate": 1.5850515463917527e-05, "loss": 0.2421, "step": 6330 }, { "epoch": 2.1, "learning_rate": 1.579194001874414e-05, "loss": 0.0967, "step": 6340 }, { "epoch": 2.11, "learning_rate": 1.573336457357076e-05, "loss": 0.246, "step": 6350 }, { "epoch": 2.11, "eval_accuracy": 0.9053706526756287, "eval_loss": 0.3258315622806549, "eval_runtime": 2928.8044, "eval_samples_per_second": 4.113, "eval_steps_per_second": 0.065, "step": 6350 }, { "epoch": 2.11, "learning_rate": 1.567478912839738e-05, "loss": 0.2457, "step": 6360 }, { "epoch": 2.11, "learning_rate": 1.5616213683223992e-05, "loss": 0.1559, "step": 6370 }, { "epoch": 2.12, "learning_rate": 1.555763823805061e-05, "loss": 0.1161, "step": 6380 }, { "epoch": 2.12, "learning_rate": 1.5499062792877226e-05, "loss": 0.2317, "step": 6390 }, { "epoch": 2.12, "learning_rate": 1.5440487347703843e-05, "loss": 0.1515, "step": 6400 }, { "epoch": 2.12, "eval_accuracy": 0.9027974009513855, "eval_loss": 0.3141821324825287, "eval_runtime": 2924.2509, "eval_samples_per_second": 4.12, "eval_steps_per_second": 0.065, "step": 6400 }, { "epoch": 2.13, "learning_rate": 1.538191190253046e-05, "loss": 0.086, "step": 6410 }, { "epoch": 2.13, "learning_rate": 1.5323336457357078e-05, "loss": 0.1537, "step": 6420 }, { "epoch": 2.13, "learning_rate": 1.526476101218369e-05, "loss": 0.1267, "step": 6430 }, { "epoch": 2.14, "learning_rate": 1.5206185567010308e-05, "loss": 0.0861, "step": 6440 }, { "epoch": 2.14, "learning_rate": 1.5147610121836927e-05, "loss": 0.2135, "step": 6450 }, { "epoch": 2.14, "eval_accuracy": 0.9001411199569702, "eval_loss": 0.3778562545776367, "eval_runtime": 2929.0135, "eval_samples_per_second": 4.113, "eval_steps_per_second": 0.065, "step": 6450 }, { "epoch": 2.14, "learning_rate": 1.5089034676663544e-05, "loss": 0.1662, "step": 6460 }, { "epoch": 2.15, "learning_rate": 1.503045923149016e-05, "loss": 0.0579, "step": 6470 }, { "epoch": 2.15, "learning_rate": 1.4971883786316777e-05, "loss": 0.1741, "step": 6480 }, { "epoch": 2.15, "learning_rate": 1.4913308341143392e-05, "loss": 0.1987, "step": 6490 }, { "epoch": 2.16, "learning_rate": 1.4854732895970011e-05, "loss": 0.2403, "step": 6500 }, { "epoch": 2.16, "eval_accuracy": 0.9042085409164429, "eval_loss": 0.3711290657520294, "eval_runtime": 2995.3297, "eval_samples_per_second": 4.022, "eval_steps_per_second": 0.063, "step": 6500 }, { "epoch": 2.16, "learning_rate": 1.4796157450796626e-05, "loss": 0.1528, "step": 6510 }, { "epoch": 2.16, "learning_rate": 1.4737582005623243e-05, "loss": 0.1333, "step": 6520 }, { "epoch": 2.17, "learning_rate": 1.4679006560449859e-05, "loss": 0.2565, "step": 6530 }, { "epoch": 2.17, "learning_rate": 1.4620431115276476e-05, "loss": 0.1425, "step": 6540 }, { "epoch": 2.17, "learning_rate": 1.4561855670103095e-05, "loss": 0.1042, "step": 6550 }, { "epoch": 2.17, "eval_accuracy": 0.9028803706169128, "eval_loss": 0.3553823232650757, "eval_runtime": 3025.6018, "eval_samples_per_second": 3.982, "eval_steps_per_second": 0.062, "step": 6550 }, { "epoch": 2.18, "learning_rate": 1.450328022492971e-05, "loss": 0.1155, "step": 6560 }, { "epoch": 2.18, "learning_rate": 1.4444704779756327e-05, "loss": 0.1392, "step": 6570 }, { "epoch": 2.18, "learning_rate": 1.4386129334582943e-05, "loss": 0.1684, "step": 6580 }, { "epoch": 2.19, "learning_rate": 1.432755388940956e-05, "loss": 0.1048, "step": 6590 }, { "epoch": 2.19, "learning_rate": 1.4268978444236178e-05, "loss": 0.1894, "step": 6600 }, { "epoch": 2.19, "eval_accuracy": 0.8909271955490112, "eval_loss": 0.41722801327705383, "eval_runtime": 3014.6942, "eval_samples_per_second": 3.996, "eval_steps_per_second": 0.063, "step": 6600 }, { "epoch": 2.19, "learning_rate": 1.4210402999062794e-05, "loss": 0.201, "step": 6610 }, { "epoch": 2.2, "learning_rate": 1.4151827553889411e-05, "loss": 0.1758, "step": 6620 }, { "epoch": 2.2, "learning_rate": 1.4093252108716026e-05, "loss": 0.1584, "step": 6630 }, { "epoch": 2.2, "learning_rate": 1.4034676663542642e-05, "loss": 0.149, "step": 6640 }, { "epoch": 2.21, "learning_rate": 1.397610121836926e-05, "loss": 0.1719, "step": 6650 }, { "epoch": 2.21, "eval_accuracy": 0.9047895669937134, "eval_loss": 0.35078778862953186, "eval_runtime": 2997.7202, "eval_samples_per_second": 4.019, "eval_steps_per_second": 0.063, "step": 6650 }, { "epoch": 2.21, "learning_rate": 1.3917525773195878e-05, "loss": 0.2618, "step": 6660 }, { "epoch": 2.21, "learning_rate": 1.3858950328022493e-05, "loss": 0.1631, "step": 6670 }, { "epoch": 2.22, "learning_rate": 1.380037488284911e-05, "loss": 0.1594, "step": 6680 }, { "epoch": 2.22, "learning_rate": 1.3741799437675725e-05, "loss": 0.1883, "step": 6690 }, { "epoch": 2.22, "learning_rate": 1.3683223992502344e-05, "loss": 0.1667, "step": 6700 }, { "epoch": 2.22, "eval_accuracy": 0.9044575691223145, "eval_loss": 0.3378527760505676, "eval_runtime": 3030.8668, "eval_samples_per_second": 3.975, "eval_steps_per_second": 0.062, "step": 6700 }, { "epoch": 2.23, "learning_rate": 1.3624648547328961e-05, "loss": 0.1216, "step": 6710 }, { "epoch": 2.23, "learning_rate": 1.3566073102155577e-05, "loss": 0.2331, "step": 6720 }, { "epoch": 2.23, "learning_rate": 1.3507497656982194e-05, "loss": 0.1457, "step": 6730 }, { "epoch": 2.24, "learning_rate": 1.344892221180881e-05, "loss": 0.2942, "step": 6740 }, { "epoch": 2.24, "learning_rate": 1.3390346766635428e-05, "loss": 0.2224, "step": 6750 }, { "epoch": 2.24, "eval_accuracy": 0.9038764834403992, "eval_loss": 0.3271961510181427, "eval_runtime": 3008.8745, "eval_samples_per_second": 4.004, "eval_steps_per_second": 0.063, "step": 6750 }, { "epoch": 2.24, "learning_rate": 1.3331771321462045e-05, "loss": 0.1547, "step": 6760 }, { "epoch": 2.25, "learning_rate": 1.327319587628866e-05, "loss": 0.3336, "step": 6770 }, { "epoch": 2.25, "learning_rate": 1.3214620431115276e-05, "loss": 0.2491, "step": 6780 }, { "epoch": 2.25, "learning_rate": 1.3156044985941893e-05, "loss": 0.289, "step": 6790 }, { "epoch": 2.26, "learning_rate": 1.3097469540768512e-05, "loss": 0.1617, "step": 6800 }, { "epoch": 2.26, "eval_accuracy": 0.9041255116462708, "eval_loss": 0.3173203468322754, "eval_runtime": 2945.8188, "eval_samples_per_second": 4.09, "eval_steps_per_second": 0.064, "step": 6800 }, { "epoch": 2.26, "learning_rate": 1.3038894095595127e-05, "loss": 0.1473, "step": 6810 }, { "epoch": 2.26, "learning_rate": 1.2980318650421744e-05, "loss": 0.1916, "step": 6820 }, { "epoch": 2.27, "learning_rate": 1.292174320524836e-05, "loss": 0.1805, "step": 6830 }, { "epoch": 2.27, "learning_rate": 1.2863167760074977e-05, "loss": 0.1262, "step": 6840 }, { "epoch": 2.27, "learning_rate": 1.2804592314901595e-05, "loss": 0.2179, "step": 6850 }, { "epoch": 2.27, "eval_accuracy": 0.9020503163337708, "eval_loss": 0.32655876874923706, "eval_runtime": 2909.0561, "eval_samples_per_second": 4.141, "eval_steps_per_second": 0.065, "step": 6850 }, { "epoch": 2.28, "learning_rate": 1.2746016869728211e-05, "loss": 0.2169, "step": 6860 }, { "epoch": 2.28, "learning_rate": 1.2687441424554828e-05, "loss": 0.1838, "step": 6870 }, { "epoch": 2.28, "learning_rate": 1.2628865979381443e-05, "loss": 0.0674, "step": 6880 }, { "epoch": 2.29, "learning_rate": 1.2570290534208059e-05, "loss": 0.2081, "step": 6890 }, { "epoch": 2.29, "learning_rate": 1.251171508903468e-05, "loss": 0.1948, "step": 6900 }, { "epoch": 2.29, "eval_accuracy": 0.9030464291572571, "eval_loss": 0.33025914430618286, "eval_runtime": 2926.2553, "eval_samples_per_second": 4.117, "eval_steps_per_second": 0.065, "step": 6900 }, { "epoch": 2.29, "learning_rate": 1.2453139643861295e-05, "loss": 0.1809, "step": 6910 }, { "epoch": 2.3, "learning_rate": 1.239456419868791e-05, "loss": 0.1197, "step": 6920 }, { "epoch": 2.3, "learning_rate": 1.2335988753514527e-05, "loss": 0.1115, "step": 6930 }, { "epoch": 2.3, "learning_rate": 1.2277413308341144e-05, "loss": 0.2005, "step": 6940 }, { "epoch": 2.31, "learning_rate": 1.2218837863167761e-05, "loss": 0.2305, "step": 6950 }, { "epoch": 2.31, "eval_accuracy": 0.9047895669937134, "eval_loss": 0.3400987684726715, "eval_runtime": 2976.0412, "eval_samples_per_second": 4.048, "eval_steps_per_second": 0.064, "step": 6950 }, { "epoch": 2.31, "learning_rate": 1.2160262417994377e-05, "loss": 0.1895, "step": 6960 }, { "epoch": 2.31, "learning_rate": 1.2101686972820994e-05, "loss": 0.1343, "step": 6970 }, { "epoch": 2.32, "learning_rate": 1.204311152764761e-05, "loss": 0.1792, "step": 6980 }, { "epoch": 2.32, "learning_rate": 1.1984536082474228e-05, "loss": 0.1439, "step": 6990 }, { "epoch": 2.32, "learning_rate": 1.1925960637300843e-05, "loss": 0.1625, "step": 7000 }, { "epoch": 2.32, "eval_accuracy": 0.8987299799919128, "eval_loss": 0.35047200322151184, "eval_runtime": 2974.9568, "eval_samples_per_second": 4.049, "eval_steps_per_second": 0.064, "step": 7000 }, { "epoch": 2.33, "learning_rate": 1.186738519212746e-05, "loss": 0.1275, "step": 7010 }, { "epoch": 2.33, "learning_rate": 1.1808809746954077e-05, "loss": 0.1262, "step": 7020 }, { "epoch": 2.33, "learning_rate": 1.1750234301780695e-05, "loss": 0.2174, "step": 7030 }, { "epoch": 2.34, "learning_rate": 1.1691658856607312e-05, "loss": 0.1786, "step": 7040 }, { "epoch": 2.34, "learning_rate": 1.1633083411433927e-05, "loss": 0.1483, "step": 7050 }, { "epoch": 2.34, "eval_accuracy": 0.9062007069587708, "eval_loss": 0.3373454511165619, "eval_runtime": 3023.9939, "eval_samples_per_second": 3.984, "eval_steps_per_second": 0.063, "step": 7050 }, { "epoch": 2.34, "learning_rate": 1.1574507966260544e-05, "loss": 0.0845, "step": 7060 }, { "epoch": 2.35, "learning_rate": 1.1515932521087161e-05, "loss": 0.0877, "step": 7070 }, { "epoch": 2.35, "learning_rate": 1.1457357075913777e-05, "loss": 0.3632, "step": 7080 }, { "epoch": 2.35, "learning_rate": 1.1398781630740395e-05, "loss": 0.1592, "step": 7090 }, { "epoch": 2.36, "learning_rate": 1.134020618556701e-05, "loss": 0.2008, "step": 7100 }, { "epoch": 2.36, "eval_accuracy": 0.9058687090873718, "eval_loss": 0.3449901044368744, "eval_runtime": 2922.6824, "eval_samples_per_second": 4.122, "eval_steps_per_second": 0.065, "step": 7100 }, { "epoch": 2.36, "learning_rate": 1.1281630740393626e-05, "loss": 0.1318, "step": 7110 }, { "epoch": 2.36, "learning_rate": 1.1223055295220245e-05, "loss": 0.0926, "step": 7120 }, { "epoch": 2.37, "learning_rate": 1.116447985004686e-05, "loss": 0.1249, "step": 7130 }, { "epoch": 2.37, "learning_rate": 1.1105904404873477e-05, "loss": 0.1599, "step": 7140 }, { "epoch": 2.37, "learning_rate": 1.1047328959700095e-05, "loss": 0.157, "step": 7150 }, { "epoch": 2.37, "eval_accuracy": 0.9022993445396423, "eval_loss": 0.36756283044815063, "eval_runtime": 2931.9116, "eval_samples_per_second": 4.109, "eval_steps_per_second": 0.064, "step": 7150 }, { "epoch": 2.38, "learning_rate": 1.098875351452671e-05, "loss": 0.2067, "step": 7160 }, { "epoch": 2.38, "learning_rate": 1.0930178069353329e-05, "loss": 0.1858, "step": 7170 }, { "epoch": 2.38, "learning_rate": 1.0871602624179944e-05, "loss": 0.1462, "step": 7180 }, { "epoch": 2.39, "learning_rate": 1.0813027179006561e-05, "loss": 0.0693, "step": 7190 }, { "epoch": 2.39, "learning_rate": 1.0754451733833178e-05, "loss": 0.1636, "step": 7200 }, { "epoch": 2.39, "eval_accuracy": 0.9042915105819702, "eval_loss": 0.3568061292171478, "eval_runtime": 2926.2418, "eval_samples_per_second": 4.117, "eval_steps_per_second": 0.065, "step": 7200 }, { "epoch": 2.39, "learning_rate": 1.0695876288659794e-05, "loss": 0.2989, "step": 7210 }, { "epoch": 2.4, "learning_rate": 1.063730084348641e-05, "loss": 0.0984, "step": 7220 }, { "epoch": 2.4, "learning_rate": 1.0578725398313028e-05, "loss": 0.2496, "step": 7230 }, { "epoch": 2.4, "learning_rate": 1.0520149953139645e-05, "loss": 0.3308, "step": 7240 }, { "epoch": 2.41, "learning_rate": 1.046157450796626e-05, "loss": 0.1587, "step": 7250 }, { "epoch": 2.41, "eval_accuracy": 0.9057026505470276, "eval_loss": 0.32082468271255493, "eval_runtime": 2922.0631, "eval_samples_per_second": 4.123, "eval_steps_per_second": 0.065, "step": 7250 }, { "epoch": 2.41, "learning_rate": 1.0402999062792877e-05, "loss": 0.1226, "step": 7260 }, { "epoch": 2.41, "learning_rate": 1.0344423617619495e-05, "loss": 0.1719, "step": 7270 }, { "epoch": 2.42, "learning_rate": 1.0285848172446112e-05, "loss": 0.2171, "step": 7280 }, { "epoch": 2.42, "learning_rate": 1.0227272727272729e-05, "loss": 0.1593, "step": 7290 }, { "epoch": 2.42, "learning_rate": 1.0168697282099344e-05, "loss": 0.1547, "step": 7300 }, { "epoch": 2.42, "eval_accuracy": 0.9052045941352844, "eval_loss": 0.331007719039917, "eval_runtime": 2909.36, "eval_samples_per_second": 4.141, "eval_steps_per_second": 0.065, "step": 7300 }, { "epoch": 2.43, "learning_rate": 1.0110121836925961e-05, "loss": 0.1314, "step": 7310 }, { "epoch": 2.43, "learning_rate": 1.0051546391752578e-05, "loss": 0.0937, "step": 7320 }, { "epoch": 2.43, "learning_rate": 9.992970946579194e-06, "loss": 0.2031, "step": 7330 }, { "epoch": 2.44, "learning_rate": 9.934395501405812e-06, "loss": 0.2195, "step": 7340 }, { "epoch": 2.44, "learning_rate": 9.875820056232428e-06, "loss": 0.1686, "step": 7350 }, { "epoch": 2.44, "eval_accuracy": 0.9052876234054565, "eval_loss": 0.33452099561691284, "eval_runtime": 2935.6217, "eval_samples_per_second": 4.104, "eval_steps_per_second": 0.064, "step": 7350 }, { "epoch": 2.44, "learning_rate": 9.817244611059045e-06, "loss": 0.0445, "step": 7360 }, { "epoch": 2.45, "learning_rate": 9.758669165885662e-06, "loss": 0.0765, "step": 7370 }, { "epoch": 2.45, "learning_rate": 9.700093720712277e-06, "loss": 0.2234, "step": 7380 }, { "epoch": 2.45, "learning_rate": 9.641518275538894e-06, "loss": 0.1938, "step": 7390 }, { "epoch": 2.46, "learning_rate": 9.582942830365512e-06, "loss": 0.0898, "step": 7400 }, { "epoch": 2.46, "eval_accuracy": 0.9061176776885986, "eval_loss": 0.3567478060722351, "eval_runtime": 2922.0881, "eval_samples_per_second": 4.123, "eval_steps_per_second": 0.065, "step": 7400 }, { "epoch": 2.46, "learning_rate": 9.524367385192127e-06, "loss": 0.1014, "step": 7410 }, { "epoch": 2.46, "learning_rate": 9.465791940018746e-06, "loss": 0.214, "step": 7420 }, { "epoch": 2.47, "learning_rate": 9.407216494845361e-06, "loss": 0.209, "step": 7430 }, { "epoch": 2.47, "learning_rate": 9.348641049671977e-06, "loss": 0.1669, "step": 7440 }, { "epoch": 2.47, "learning_rate": 9.290065604498595e-06, "loss": 0.1869, "step": 7450 }, { "epoch": 2.47, "eval_accuracy": 0.9061176776885986, "eval_loss": 0.3379247188568115, "eval_runtime": 2935.7141, "eval_samples_per_second": 4.104, "eval_steps_per_second": 0.064, "step": 7450 }, { "epoch": 2.48, "learning_rate": 9.23149015932521e-06, "loss": 0.147, "step": 7460 }, { "epoch": 2.48, "learning_rate": 9.172914714151828e-06, "loss": 0.137, "step": 7470 }, { "epoch": 2.48, "learning_rate": 9.114339268978445e-06, "loss": 0.302, "step": 7480 }, { "epoch": 2.49, "learning_rate": 9.05576382380506e-06, "loss": 0.1999, "step": 7490 }, { "epoch": 2.49, "learning_rate": 8.997188378631679e-06, "loss": 0.1468, "step": 7500 }, { "epoch": 2.49, "eval_accuracy": 0.9056196808815002, "eval_loss": 0.33066657185554504, "eval_runtime": 2930.2607, "eval_samples_per_second": 4.111, "eval_steps_per_second": 0.064, "step": 7500 }, { "epoch": 2.49, "learning_rate": 8.938612933458294e-06, "loss": 0.1849, "step": 7510 }, { "epoch": 2.5, "learning_rate": 8.880037488284912e-06, "loss": 0.2767, "step": 7520 }, { "epoch": 2.5, "learning_rate": 8.821462043111529e-06, "loss": 0.2727, "step": 7530 }, { "epoch": 2.5, "learning_rate": 8.762886597938144e-06, "loss": 0.1813, "step": 7540 }, { "epoch": 2.51, "learning_rate": 8.704311152764761e-06, "loss": 0.1361, "step": 7550 }, { "epoch": 2.51, "eval_accuracy": 0.9052876234054565, "eval_loss": 0.31330642104148865, "eval_runtime": 2943.2985, "eval_samples_per_second": 4.093, "eval_steps_per_second": 0.064, "step": 7550 }, { "epoch": 2.51, "learning_rate": 8.645735707591378e-06, "loss": 0.1222, "step": 7560 }, { "epoch": 2.51, "learning_rate": 8.587160262417995e-06, "loss": 0.1212, "step": 7570 }, { "epoch": 2.52, "learning_rate": 8.52858481724461e-06, "loss": 0.0897, "step": 7580 }, { "epoch": 2.52, "learning_rate": 8.470009372071228e-06, "loss": 0.1459, "step": 7590 }, { "epoch": 2.52, "learning_rate": 8.411433926897845e-06, "loss": 0.2228, "step": 7600 }, { "epoch": 2.52, "eval_accuracy": 0.905453622341156, "eval_loss": 0.3354151248931885, "eval_runtime": 2935.7615, "eval_samples_per_second": 4.104, "eval_steps_per_second": 0.064, "step": 7600 }, { "epoch": 2.53, "learning_rate": 8.352858481724462e-06, "loss": 0.1579, "step": 7610 }, { "epoch": 2.53, "learning_rate": 8.294283036551079e-06, "loss": 0.2439, "step": 7620 }, { "epoch": 2.53, "learning_rate": 8.235707591377694e-06, "loss": 0.1875, "step": 7630 }, { "epoch": 2.54, "learning_rate": 8.177132146204312e-06, "loss": 0.1262, "step": 7640 }, { "epoch": 2.54, "learning_rate": 8.118556701030929e-06, "loss": 0.0414, "step": 7650 }, { "epoch": 2.54, "eval_accuracy": 0.9047065377235413, "eval_loss": 0.3257265090942383, "eval_runtime": 2945.036, "eval_samples_per_second": 4.091, "eval_steps_per_second": 0.064, "step": 7650 }, { "epoch": 2.54, "learning_rate": 8.059981255857544e-06, "loss": 0.215, "step": 7660 }, { "epoch": 2.55, "learning_rate": 8.001405810684163e-06, "loss": 0.135, "step": 7670 }, { "epoch": 2.55, "learning_rate": 7.942830365510778e-06, "loss": 0.1628, "step": 7680 }, { "epoch": 2.55, "learning_rate": 7.884254920337395e-06, "loss": 0.1233, "step": 7690 }, { "epoch": 2.56, "learning_rate": 7.825679475164012e-06, "loss": 0.2026, "step": 7700 }, { "epoch": 2.56, "eval_accuracy": 0.9019672870635986, "eval_loss": 0.34675589203834534, "eval_runtime": 2933.6699, "eval_samples_per_second": 4.106, "eval_steps_per_second": 0.064, "step": 7700 }, { "epoch": 2.56, "learning_rate": 7.767104029990628e-06, "loss": 0.1428, "step": 7710 }, { "epoch": 2.56, "learning_rate": 7.708528584817245e-06, "loss": 0.2086, "step": 7720 }, { "epoch": 2.57, "learning_rate": 7.649953139643862e-06, "loss": 0.1112, "step": 7730 }, { "epoch": 2.57, "learning_rate": 7.591377694470478e-06, "loss": 0.1809, "step": 7740 }, { "epoch": 2.57, "learning_rate": 7.532802249297095e-06, "loss": 0.1686, "step": 7750 }, { "epoch": 2.57, "eval_accuracy": 0.9063667058944702, "eval_loss": 0.3348318338394165, "eval_runtime": 2938.6603, "eval_samples_per_second": 4.099, "eval_steps_per_second": 0.064, "step": 7750 }, { "epoch": 2.58, "learning_rate": 7.4742268041237115e-06, "loss": 0.227, "step": 7760 }, { "epoch": 2.58, "learning_rate": 7.415651358950329e-06, "loss": 0.1678, "step": 7770 }, { "epoch": 2.58, "learning_rate": 7.357075913776945e-06, "loss": 0.2293, "step": 7780 }, { "epoch": 2.59, "learning_rate": 7.298500468603561e-06, "loss": 0.2007, "step": 7790 }, { "epoch": 2.59, "learning_rate": 7.239925023430179e-06, "loss": 0.204, "step": 7800 }, { "epoch": 2.59, "eval_accuracy": 0.9064497351646423, "eval_loss": 0.3327842950820923, "eval_runtime": 2934.137, "eval_samples_per_second": 4.106, "eval_steps_per_second": 0.064, "step": 7800 }, { "epoch": 2.59, "learning_rate": 7.181349578256795e-06, "loss": 0.1153, "step": 7810 }, { "epoch": 2.6, "learning_rate": 7.122774133083412e-06, "loss": 0.2967, "step": 7820 }, { "epoch": 2.6, "learning_rate": 7.0641986879100285e-06, "loss": 0.1436, "step": 7830 }, { "epoch": 2.6, "learning_rate": 7.005623242736645e-06, "loss": 0.1987, "step": 7840 }, { "epoch": 2.61, "learning_rate": 6.947047797563262e-06, "loss": 0.1569, "step": 7850 }, { "epoch": 2.61, "eval_accuracy": 0.9070308208465576, "eval_loss": 0.335011750459671, "eval_runtime": 3009.9385, "eval_samples_per_second": 4.002, "eval_steps_per_second": 0.063, "step": 7850 }, { "epoch": 2.61, "learning_rate": 6.888472352389878e-06, "loss": 0.1791, "step": 7860 }, { "epoch": 2.61, "learning_rate": 6.829896907216494e-06, "loss": 0.1888, "step": 7870 }, { "epoch": 2.62, "learning_rate": 6.771321462043112e-06, "loss": 0.2497, "step": 7880 }, { "epoch": 2.62, "learning_rate": 6.7127460168697285e-06, "loss": 0.1993, "step": 7890 }, { "epoch": 2.62, "learning_rate": 6.654170571696346e-06, "loss": 0.0918, "step": 7900 }, { "epoch": 2.62, "eval_accuracy": 0.9042085409164429, "eval_loss": 0.32580670714378357, "eval_runtime": 3008.2052, "eval_samples_per_second": 4.005, "eval_steps_per_second": 0.063, "step": 7900 }, { "epoch": 2.63, "learning_rate": 6.595595126522962e-06, "loss": 0.1994, "step": 7910 }, { "epoch": 2.63, "learning_rate": 6.537019681349578e-06, "loss": 0.2249, "step": 7920 }, { "epoch": 2.63, "learning_rate": 6.478444236176195e-06, "loss": 0.1242, "step": 7930 }, { "epoch": 2.64, "learning_rate": 6.419868791002811e-06, "loss": 0.1836, "step": 7940 }, { "epoch": 2.64, "learning_rate": 6.361293345829429e-06, "loss": 0.1938, "step": 7950 }, { "epoch": 2.64, "eval_accuracy": 0.9063667058944702, "eval_loss": 0.32377755641937256, "eval_runtime": 3036.3884, "eval_samples_per_second": 3.968, "eval_steps_per_second": 0.062, "step": 7950 }, { "epoch": 2.64, "learning_rate": 6.302717900656046e-06, "loss": 0.1902, "step": 7960 }, { "epoch": 2.65, "learning_rate": 6.244142455482662e-06, "loss": 0.1663, "step": 7970 }, { "epoch": 2.65, "learning_rate": 6.185567010309279e-06, "loss": 0.1357, "step": 7980 }, { "epoch": 2.65, "learning_rate": 6.126991565135895e-06, "loss": 0.1478, "step": 7990 }, { "epoch": 2.66, "learning_rate": 6.068416119962512e-06, "loss": 0.2395, "step": 8000 }, { "epoch": 2.66, "eval_accuracy": 0.9052045941352844, "eval_loss": 0.3201657235622406, "eval_runtime": 2976.8512, "eval_samples_per_second": 4.047, "eval_steps_per_second": 0.063, "step": 8000 }, { "epoch": 2.66, "learning_rate": 6.0098406747891285e-06, "loss": 0.1911, "step": 8010 }, { "epoch": 2.66, "learning_rate": 5.951265229615746e-06, "loss": 0.085, "step": 8020 }, { "epoch": 2.67, "learning_rate": 5.892689784442363e-06, "loss": 0.1792, "step": 8030 }, { "epoch": 2.67, "learning_rate": 5.834114339268978e-06, "loss": 0.2266, "step": 8040 }, { "epoch": 2.67, "learning_rate": 5.775538894095595e-06, "loss": 0.0698, "step": 8050 }, { "epoch": 2.67, "eval_accuracy": 0.9039595127105713, "eval_loss": 0.3339182734489441, "eval_runtime": 2973.4075, "eval_samples_per_second": 4.052, "eval_steps_per_second": 0.064, "step": 8050 }, { "epoch": 2.68, "learning_rate": 5.716963448922212e-06, "loss": 0.0918, "step": 8060 }, { "epoch": 2.68, "learning_rate": 5.658388003748829e-06, "loss": 0.1287, "step": 8070 }, { "epoch": 2.68, "learning_rate": 5.5998125585754456e-06, "loss": 0.2152, "step": 8080 }, { "epoch": 2.69, "learning_rate": 5.541237113402062e-06, "loss": 0.124, "step": 8090 }, { "epoch": 2.69, "learning_rate": 5.482661668228679e-06, "loss": 0.1848, "step": 8100 }, { "epoch": 2.69, "eval_accuracy": 0.9032124280929565, "eval_loss": 0.35521620512008667, "eval_runtime": 3043.2708, "eval_samples_per_second": 3.959, "eval_steps_per_second": 0.062, "step": 8100 }, { "epoch": 2.69, "learning_rate": 5.424086223055295e-06, "loss": 0.1448, "step": 8110 }, { "epoch": 2.7, "learning_rate": 5.365510777881912e-06, "loss": 0.2439, "step": 8120 }, { "epoch": 2.7, "learning_rate": 5.306935332708529e-06, "loss": 0.236, "step": 8130 }, { "epoch": 2.7, "learning_rate": 5.2483598875351456e-06, "loss": 0.2276, "step": 8140 }, { "epoch": 2.71, "learning_rate": 5.189784442361762e-06, "loss": 0.2527, "step": 8150 }, { "epoch": 2.71, "eval_accuracy": 0.9052045941352844, "eval_loss": 0.33176401257514954, "eval_runtime": 2970.8031, "eval_samples_per_second": 4.055, "eval_steps_per_second": 0.064, "step": 8150 }, { "epoch": 2.71, "learning_rate": 5.131208997188379e-06, "loss": 0.1179, "step": 8160 }, { "epoch": 2.71, "learning_rate": 5.072633552014996e-06, "loss": 0.0792, "step": 8170 }, { "epoch": 2.72, "learning_rate": 5.014058106841612e-06, "loss": 0.1402, "step": 8180 }, { "epoch": 2.72, "learning_rate": 4.9554826616682284e-06, "loss": 0.2519, "step": 8190 }, { "epoch": 2.72, "learning_rate": 4.8969072164948455e-06, "loss": 0.1749, "step": 8200 }, { "epoch": 2.72, "eval_accuracy": 0.903793454170227, "eval_loss": 0.34064415097236633, "eval_runtime": 3033.3872, "eval_samples_per_second": 3.971, "eval_steps_per_second": 0.062, "step": 8200 }, { "epoch": 2.73, "learning_rate": 4.838331771321463e-06, "loss": 0.1474, "step": 8210 }, { "epoch": 2.73, "learning_rate": 4.779756326148079e-06, "loss": 0.161, "step": 8220 }, { "epoch": 2.73, "learning_rate": 4.721180880974695e-06, "loss": 0.161, "step": 8230 }, { "epoch": 2.74, "learning_rate": 4.662605435801312e-06, "loss": 0.1951, "step": 8240 }, { "epoch": 2.74, "learning_rate": 4.604029990627929e-06, "loss": 0.1782, "step": 8250 }, { "epoch": 2.74, "eval_accuracy": 0.9065327644348145, "eval_loss": 0.3299373388290405, "eval_runtime": 2913.5612, "eval_samples_per_second": 4.135, "eval_steps_per_second": 0.065, "step": 8250 }, { "epoch": 2.74, "learning_rate": 4.5454545454545455e-06, "loss": 0.1494, "step": 8260 }, { "epoch": 2.75, "learning_rate": 4.486879100281163e-06, "loss": 0.1059, "step": 8270 }, { "epoch": 2.75, "learning_rate": 4.428303655107779e-06, "loss": 0.1523, "step": 8280 }, { "epoch": 2.75, "learning_rate": 4.369728209934396e-06, "loss": 0.1697, "step": 8290 }, { "epoch": 2.76, "learning_rate": 4.311152764761012e-06, "loss": 0.1278, "step": 8300 }, { "epoch": 2.76, "eval_accuracy": 0.9081099033355713, "eval_loss": 0.3326606750488281, "eval_runtime": 2939.1204, "eval_samples_per_second": 4.099, "eval_steps_per_second": 0.064, "step": 8300 }, { "epoch": 2.76, "learning_rate": 4.252577319587629e-06, "loss": 0.2058, "step": 8310 }, { "epoch": 2.76, "learning_rate": 4.194001874414246e-06, "loss": 0.1229, "step": 8320 }, { "epoch": 2.77, "learning_rate": 4.135426429240863e-06, "loss": 0.1856, "step": 8330 }, { "epoch": 2.77, "learning_rate": 4.076850984067479e-06, "loss": 0.14, "step": 8340 }, { "epoch": 2.77, "learning_rate": 4.018275538894096e-06, "loss": 0.2235, "step": 8350 }, { "epoch": 2.77, "eval_accuracy": 0.9040424823760986, "eval_loss": 0.3395898938179016, "eval_runtime": 2930.8362, "eval_samples_per_second": 4.11, "eval_steps_per_second": 0.064, "step": 8350 }, { "epoch": 2.78, "learning_rate": 3.959700093720713e-06, "loss": 0.143, "step": 8360 }, { "epoch": 2.78, "learning_rate": 3.901124648547329e-06, "loss": 0.1388, "step": 8370 }, { "epoch": 2.78, "learning_rate": 3.8425492033739455e-06, "loss": 0.1586, "step": 8380 }, { "epoch": 2.79, "learning_rate": 3.7839737582005626e-06, "loss": 0.1379, "step": 8390 }, { "epoch": 2.79, "learning_rate": 3.7253983130271792e-06, "loss": 0.1995, "step": 8400 }, { "epoch": 2.79, "eval_accuracy": 0.9082759022712708, "eval_loss": 0.3357061445713043, "eval_runtime": 2931.3182, "eval_samples_per_second": 4.11, "eval_steps_per_second": 0.064, "step": 8400 }, { "epoch": 2.79, "learning_rate": 3.666822867853796e-06, "loss": 0.2437, "step": 8410 }, { "epoch": 2.8, "learning_rate": 3.608247422680412e-06, "loss": 0.2284, "step": 8420 }, { "epoch": 2.8, "learning_rate": 3.5496719775070292e-06, "loss": 0.2423, "step": 8430 }, { "epoch": 2.8, "learning_rate": 3.491096532333646e-06, "loss": 0.2038, "step": 8440 }, { "epoch": 2.81, "learning_rate": 3.4325210871602626e-06, "loss": 0.2077, "step": 8450 }, { "epoch": 2.81, "eval_accuracy": 0.9079439043998718, "eval_loss": 0.3241910934448242, "eval_runtime": 2925.6294, "eval_samples_per_second": 4.118, "eval_steps_per_second": 0.065, "step": 8450 }, { "epoch": 2.81, "learning_rate": 3.3739456419868796e-06, "loss": 0.0964, "step": 8460 }, { "epoch": 2.81, "learning_rate": 3.3153701968134955e-06, "loss": 0.134, "step": 8470 }, { "epoch": 2.82, "learning_rate": 3.2567947516401125e-06, "loss": 0.1819, "step": 8480 }, { "epoch": 2.82, "learning_rate": 3.1982193064667292e-06, "loss": 0.1255, "step": 8490 }, { "epoch": 2.82, "learning_rate": 3.1396438612933463e-06, "loss": 0.1616, "step": 8500 }, { "epoch": 2.82, "eval_accuracy": 0.9079439043998718, "eval_loss": 0.32991456985473633, "eval_runtime": 2922.3321, "eval_samples_per_second": 4.122, "eval_steps_per_second": 0.065, "step": 8500 }, { "epoch": 2.83, "learning_rate": 3.0810684161199625e-06, "loss": 0.2345, "step": 8510 }, { "epoch": 2.83, "learning_rate": 3.0224929709465796e-06, "loss": 0.2142, "step": 8520 }, { "epoch": 2.83, "learning_rate": 2.963917525773196e-06, "loss": 0.1439, "step": 8530 }, { "epoch": 2.84, "learning_rate": 2.9053420805998125e-06, "loss": 0.1242, "step": 8540 }, { "epoch": 2.84, "learning_rate": 2.8467666354264296e-06, "loss": 0.1563, "step": 8550 }, { "epoch": 2.84, "eval_accuracy": 0.9080268740653992, "eval_loss": 0.32703760266304016, "eval_runtime": 2911.9201, "eval_samples_per_second": 4.137, "eval_steps_per_second": 0.065, "step": 8550 }, { "epoch": 2.84, "learning_rate": 2.788191190253046e-06, "loss": 0.1439, "step": 8560 }, { "epoch": 2.85, "learning_rate": 2.729615745079663e-06, "loss": 0.125, "step": 8570 }, { "epoch": 2.85, "learning_rate": 2.671040299906279e-06, "loss": 0.2587, "step": 8580 }, { "epoch": 2.85, "learning_rate": 2.6124648547328963e-06, "loss": 0.1411, "step": 8590 }, { "epoch": 2.86, "learning_rate": 2.5538894095595125e-06, "loss": 0.152, "step": 8600 }, { "epoch": 2.86, "eval_accuracy": 0.907528817653656, "eval_loss": 0.3290516138076782, "eval_runtime": 2912.3621, "eval_samples_per_second": 4.137, "eval_steps_per_second": 0.065, "step": 8600 }, { "epoch": 2.86, "learning_rate": 2.4953139643861296e-06, "loss": 0.1454, "step": 8610 }, { "epoch": 2.86, "learning_rate": 2.4367385192127463e-06, "loss": 0.1647, "step": 8620 }, { "epoch": 2.87, "learning_rate": 2.378163074039363e-06, "loss": 0.1442, "step": 8630 }, { "epoch": 2.87, "learning_rate": 2.3195876288659796e-06, "loss": 0.0622, "step": 8640 }, { "epoch": 2.87, "learning_rate": 2.2610121836925963e-06, "loss": 0.2968, "step": 8650 }, { "epoch": 2.87, "eval_accuracy": 0.9074458479881287, "eval_loss": 0.3356473743915558, "eval_runtime": 2926.168, "eval_samples_per_second": 4.117, "eval_steps_per_second": 0.065, "step": 8650 }, { "epoch": 2.88, "learning_rate": 2.202436738519213e-06, "loss": 0.1639, "step": 8660 }, { "epoch": 2.88, "learning_rate": 2.143861293345829e-06, "loss": 0.2248, "step": 8670 }, { "epoch": 2.88, "learning_rate": 2.0852858481724463e-06, "loss": 0.2802, "step": 8680 }, { "epoch": 2.89, "learning_rate": 2.026710402999063e-06, "loss": 0.1014, "step": 8690 }, { "epoch": 2.89, "learning_rate": 1.9681349578256796e-06, "loss": 0.1805, "step": 8700 }, { "epoch": 2.89, "eval_accuracy": 0.9051216244697571, "eval_loss": 0.3323352634906769, "eval_runtime": 2932.0605, "eval_samples_per_second": 4.109, "eval_steps_per_second": 0.064, "step": 8700 }, { "epoch": 2.89, "learning_rate": 1.9095595126522962e-06, "loss": 0.1026, "step": 8710 }, { "epoch": 2.9, "learning_rate": 1.8509840674789127e-06, "loss": 0.1766, "step": 8720 }, { "epoch": 2.9, "learning_rate": 1.7924086223055296e-06, "loss": 0.1394, "step": 8730 }, { "epoch": 2.9, "learning_rate": 1.7338331771321464e-06, "loss": 0.1899, "step": 8740 }, { "epoch": 2.91, "learning_rate": 1.675257731958763e-06, "loss": 0.1436, "step": 8750 }, { "epoch": 2.91, "eval_accuracy": 0.9080268740653992, "eval_loss": 0.3264749348163605, "eval_runtime": 2872.7031, "eval_samples_per_second": 4.194, "eval_steps_per_second": 0.066, "step": 8750 }, { "epoch": 2.91, "learning_rate": 1.6166822867853798e-06, "loss": 0.1757, "step": 8760 }, { "epoch": 2.91, "learning_rate": 1.5581068416119964e-06, "loss": 0.2008, "step": 8770 }, { "epoch": 2.92, "learning_rate": 1.499531396438613e-06, "loss": 0.2105, "step": 8780 }, { "epoch": 2.92, "learning_rate": 1.4409559512652298e-06, "loss": 0.1791, "step": 8790 }, { "epoch": 2.92, "learning_rate": 1.3823805060918464e-06, "loss": 0.1618, "step": 8800 }, { "epoch": 2.92, "eval_accuracy": 0.9077778458595276, "eval_loss": 0.32518285512924194, "eval_runtime": 3015.7711, "eval_samples_per_second": 3.995, "eval_steps_per_second": 0.063, "step": 8800 }, { "epoch": 2.92, "learning_rate": 1.323805060918463e-06, "loss": 0.1754, "step": 8810 }, { "epoch": 2.93, "learning_rate": 1.2652296157450795e-06, "loss": 0.1863, "step": 8820 }, { "epoch": 2.93, "learning_rate": 1.2066541705716964e-06, "loss": 0.1553, "step": 8830 }, { "epoch": 2.93, "learning_rate": 1.148078725398313e-06, "loss": 0.1781, "step": 8840 }, { "epoch": 2.94, "learning_rate": 1.0895032802249298e-06, "loss": 0.1003, "step": 8850 }, { "epoch": 2.94, "eval_accuracy": 0.9066987633705139, "eval_loss": 0.32578587532043457, "eval_runtime": 3032.7236, "eval_samples_per_second": 3.972, "eval_steps_per_second": 0.062, "step": 8850 }, { "epoch": 2.94, "learning_rate": 1.0309278350515464e-06, "loss": 0.1603, "step": 8860 }, { "epoch": 2.94, "learning_rate": 9.72352389878163e-07, "loss": 0.1526, "step": 8870 }, { "epoch": 2.95, "learning_rate": 9.137769447047797e-07, "loss": 0.2109, "step": 8880 }, { "epoch": 2.95, "learning_rate": 8.552014995313965e-07, "loss": 0.1855, "step": 8890 }, { "epoch": 2.95, "learning_rate": 7.966260543580132e-07, "loss": 0.1913, "step": 8900 }, { "epoch": 2.95, "eval_accuracy": 0.9065327644348145, "eval_loss": 0.3263765275478363, "eval_runtime": 2995.9468, "eval_samples_per_second": 4.021, "eval_steps_per_second": 0.063, "step": 8900 }, { "epoch": 2.96, "learning_rate": 7.380506091846298e-07, "loss": 0.1779, "step": 8910 }, { "epoch": 2.96, "learning_rate": 6.794751640112465e-07, "loss": 0.1558, "step": 8920 }, { "epoch": 2.96, "learning_rate": 6.208997188378633e-07, "loss": 0.1279, "step": 8930 }, { "epoch": 2.97, "learning_rate": 5.623242736644799e-07, "loss": 0.2031, "step": 8940 }, { "epoch": 2.97, "learning_rate": 5.037488284910965e-07, "loss": 0.1735, "step": 8950 }, { "epoch": 2.97, "eval_accuracy": 0.9068647623062134, "eval_loss": 0.32649698853492737, "eval_runtime": 3074.1842, "eval_samples_per_second": 3.919, "eval_steps_per_second": 0.061, "step": 8950 }, { "epoch": 2.97, "learning_rate": 4.4517338331771327e-07, "loss": 0.1671, "step": 8960 }, { "epoch": 2.98, "learning_rate": 3.8659793814432993e-07, "loss": 0.1658, "step": 8970 }, { "epoch": 2.98, "learning_rate": 3.280224929709466e-07, "loss": 0.1953, "step": 8980 }, { "epoch": 2.98, "learning_rate": 2.6944704779756326e-07, "loss": 0.1551, "step": 8990 }, { "epoch": 2.99, "learning_rate": 2.1087160262417998e-07, "loss": 0.1587, "step": 9000 }, { "epoch": 2.99, "eval_accuracy": 0.9070308208465576, "eval_loss": 0.3263450562953949, "eval_runtime": 2966.6999, "eval_samples_per_second": 4.061, "eval_steps_per_second": 0.064, "step": 9000 } ], "max_steps": 9036, "num_train_epochs": 3, "total_flos": 3.788430841706496e+16, "trial_name": null, "trial_params": null }