diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,4696 @@ +{ + "best_metric": 0.2831316888332367, + "best_model_checkpoint": "./results/checkpoint-6000", + "epoch": 1.9601437438745508, + "global_step": 6000, + "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": 0.6936, + "step": 10 + }, + { + "epoch": 0.01, + "learning_rate": 2.0000000000000003e-06, + "loss": 0.6923, + "step": 20 + }, + { + "epoch": 0.01, + "learning_rate": 3e-06, + "loss": 0.6935, + "step": 30 + }, + { + "epoch": 0.01, + "learning_rate": 4.000000000000001e-06, + "loss": 0.6924, + "step": 40 + }, + { + "epoch": 0.02, + "learning_rate": 5e-06, + "loss": 0.6939, + "step": 50 + }, + { + "epoch": 0.02, + "eval_accuracy": 0.5167850852012634, + "eval_loss": 0.6928304433822632, + "eval_runtime": 3067.7165, + "eval_samples_per_second": 3.991, + "eval_steps_per_second": 0.063, + "step": 50 + }, + { + "epoch": 0.02, + "learning_rate": 6e-06, + "loss": 0.6924, + "step": 60 + }, + { + "epoch": 0.02, + "learning_rate": 7.000000000000001e-06, + "loss": 0.694, + "step": 70 + }, + { + "epoch": 0.03, + "learning_rate": 8.000000000000001e-06, + "loss": 0.693, + "step": 80 + }, + { + "epoch": 0.03, + "learning_rate": 9e-06, + "loss": 0.6924, + "step": 90 + }, + { + "epoch": 0.03, + "learning_rate": 1e-05, + "loss": 0.6928, + "step": 100 + }, + { + "epoch": 0.03, + "eval_accuracy": 0.5167850852012634, + "eval_loss": 0.6926709413528442, + "eval_runtime": 3341.1644, + "eval_samples_per_second": 3.664, + "eval_steps_per_second": 0.057, + "step": 100 + }, + { + "epoch": 0.04, + "learning_rate": 1.1000000000000001e-05, + "loss": 0.6934, + "step": 110 + }, + { + "epoch": 0.04, + "learning_rate": 1.2e-05, + "loss": 0.693, + "step": 120 + }, + { + "epoch": 0.04, + "learning_rate": 1.3000000000000001e-05, + "loss": 0.693, + "step": 130 + }, + { + "epoch": 0.05, + "learning_rate": 1.4000000000000001e-05, + "loss": 0.6888, + "step": 140 + }, + { + "epoch": 0.05, + "learning_rate": 1.5e-05, + "loss": 0.68, + "step": 150 + }, + { + "epoch": 0.05, + "eval_accuracy": 0.6862697005271912, + "eval_loss": 0.6718223690986633, + "eval_runtime": 2945.3733, + "eval_samples_per_second": 4.157, + "eval_steps_per_second": 0.065, + "step": 150 + }, + { + "epoch": 0.05, + "learning_rate": 1.6000000000000003e-05, + "loss": 0.691, + "step": 160 + }, + { + "epoch": 0.06, + "learning_rate": 1.7000000000000003e-05, + "loss": 0.6657, + "step": 170 + }, + { + "epoch": 0.06, + "learning_rate": 1.8e-05, + "loss": 0.6501, + "step": 180 + }, + { + "epoch": 0.06, + "learning_rate": 1.9e-05, + "loss": 0.6251, + "step": 190 + }, + { + "epoch": 0.07, + "learning_rate": 2e-05, + "loss": 0.6026, + "step": 200 + }, + { + "epoch": 0.07, + "eval_accuracy": 0.7803642749786377, + "eval_loss": 0.5917710065841675, + "eval_runtime": 2925.3749, + "eval_samples_per_second": 4.185, + "eval_steps_per_second": 0.066, + "step": 200 + }, + { + "epoch": 0.07, + "learning_rate": 2.1e-05, + "loss": 0.6115, + "step": 210 + }, + { + "epoch": 0.07, + "learning_rate": 2.2000000000000003e-05, + "loss": 0.6038, + "step": 220 + }, + { + "epoch": 0.08, + "learning_rate": 2.3000000000000003e-05, + "loss": 0.5834, + "step": 230 + }, + { + "epoch": 0.08, + "learning_rate": 2.4e-05, + "loss": 0.5658, + "step": 240 + }, + { + "epoch": 0.08, + "learning_rate": 2.5e-05, + "loss": 0.5625, + "step": 250 + }, + { + "epoch": 0.08, + "eval_accuracy": 0.7969452142715454, + "eval_loss": 0.5428493618965149, + "eval_runtime": 2992.1851, + "eval_samples_per_second": 4.092, + "eval_steps_per_second": 0.064, + "step": 250 + }, + { + "epoch": 0.08, + "learning_rate": 2.6000000000000002e-05, + "loss": 0.5542, + "step": 260 + }, + { + "epoch": 0.09, + "learning_rate": 2.7000000000000002e-05, + "loss": 0.5558, + "step": 270 + }, + { + "epoch": 0.09, + "learning_rate": 2.8000000000000003e-05, + "loss": 0.5051, + "step": 280 + }, + { + "epoch": 0.09, + "learning_rate": 2.9e-05, + "loss": 0.5449, + "step": 290 + }, + { + "epoch": 0.1, + "learning_rate": 3e-05, + "loss": 0.5634, + "step": 300 + }, + { + "epoch": 0.1, + "eval_accuracy": 0.799967348575592, + "eval_loss": 0.5014462471008301, + "eval_runtime": 2928.187, + "eval_samples_per_second": 4.181, + "eval_steps_per_second": 0.066, + "step": 300 + }, + { + "epoch": 0.1, + "learning_rate": 3.1e-05, + "loss": 0.5279, + "step": 310 + }, + { + "epoch": 0.1, + "learning_rate": 3.2000000000000005e-05, + "loss": 0.5098, + "step": 320 + }, + { + "epoch": 0.11, + "learning_rate": 3.3e-05, + "loss": 0.5059, + "step": 330 + }, + { + "epoch": 0.11, + "learning_rate": 3.4000000000000007e-05, + "loss": 0.494, + "step": 340 + }, + { + "epoch": 0.11, + "learning_rate": 3.5e-05, + "loss": 0.4813, + "step": 350 + }, + { + "epoch": 0.11, + "eval_accuracy": 0.826839804649353, + "eval_loss": 0.4505186676979065, + "eval_runtime": 2897.6636, + "eval_samples_per_second": 4.225, + "eval_steps_per_second": 0.066, + "step": 350 + }, + { + "epoch": 0.12, + "learning_rate": 3.6e-05, + "loss": 0.4341, + "step": 360 + }, + { + "epoch": 0.12, + "learning_rate": 3.7e-05, + "loss": 0.4513, + "step": 370 + }, + { + "epoch": 0.12, + "learning_rate": 3.8e-05, + "loss": 0.4994, + "step": 380 + }, + { + "epoch": 0.13, + "learning_rate": 3.9000000000000006e-05, + "loss": 0.4634, + "step": 390 + }, + { + "epoch": 0.13, + "learning_rate": 4e-05, + "loss": 0.505, + "step": 400 + }, + { + "epoch": 0.13, + "eval_accuracy": 0.7340521216392517, + "eval_loss": 0.5640795230865479, + "eval_runtime": 2900.3415, + "eval_samples_per_second": 4.221, + "eval_steps_per_second": 0.066, + "step": 400 + }, + { + "epoch": 0.13, + "learning_rate": 4.1e-05, + "loss": 0.4905, + "step": 410 + }, + { + "epoch": 0.14, + "learning_rate": 4.2e-05, + "loss": 0.5808, + "step": 420 + }, + { + "epoch": 0.14, + "learning_rate": 4.3e-05, + "loss": 0.5112, + "step": 430 + }, + { + "epoch": 0.14, + "learning_rate": 4.4000000000000006e-05, + "loss": 0.5161, + "step": 440 + }, + { + "epoch": 0.15, + "learning_rate": 4.5e-05, + "loss": 0.58, + "step": 450 + }, + { + "epoch": 0.15, + "eval_accuracy": 0.8172833323478699, + "eval_loss": 0.45767492055892944, + "eval_runtime": 2972.4836, + "eval_samples_per_second": 4.119, + "eval_steps_per_second": 0.065, + "step": 450 + }, + { + "epoch": 0.15, + "learning_rate": 4.600000000000001e-05, + "loss": 0.5511, + "step": 460 + }, + { + "epoch": 0.15, + "learning_rate": 4.7e-05, + "loss": 0.4798, + "step": 470 + }, + { + "epoch": 0.16, + "learning_rate": 4.8e-05, + "loss": 0.4224, + "step": 480 + }, + { + "epoch": 0.16, + "learning_rate": 4.9e-05, + "loss": 0.373, + "step": 490 + }, + { + "epoch": 0.16, + "learning_rate": 5e-05, + "loss": 0.5414, + "step": 500 + }, + { + "epoch": 0.16, + "eval_accuracy": 0.8167932629585266, + "eval_loss": 0.4663669466972351, + "eval_runtime": 2920.5709, + "eval_samples_per_second": 4.192, + "eval_steps_per_second": 0.066, + "step": 500 + }, + { + "epoch": 0.17, + "learning_rate": 4.994241621559369e-05, + "loss": 0.5669, + "step": 510 + }, + { + "epoch": 0.17, + "learning_rate": 4.988483243118738e-05, + "loss": 0.5316, + "step": 520 + }, + { + "epoch": 0.17, + "learning_rate": 4.9827248646781064e-05, + "loss": 0.4944, + "step": 530 + }, + { + "epoch": 0.18, + "learning_rate": 4.976966486237476e-05, + "loss": 0.5185, + "step": 540 + }, + { + "epoch": 0.18, + "learning_rate": 4.971208107796845e-05, + "loss": 0.461, + "step": 550 + }, + { + "epoch": 0.18, + "eval_accuracy": 0.8294535875320435, + "eval_loss": 0.4393218457698822, + "eval_runtime": 2952.3148, + "eval_samples_per_second": 4.147, + "eval_steps_per_second": 0.065, + "step": 550 + }, + { + "epoch": 0.18, + "learning_rate": 4.965449729356213e-05, + "loss": 0.4398, + "step": 560 + }, + { + "epoch": 0.19, + "learning_rate": 4.959691350915582e-05, + "loss": 0.3987, + "step": 570 + }, + { + "epoch": 0.19, + "learning_rate": 4.953932972474951e-05, + "loss": 0.5216, + "step": 580 + }, + { + "epoch": 0.19, + "learning_rate": 4.94817459403432e-05, + "loss": 0.4074, + "step": 590 + }, + { + "epoch": 0.2, + "learning_rate": 4.942416215593689e-05, + "loss": 0.5235, + "step": 600 + }, + { + "epoch": 0.2, + "eval_accuracy": 0.8164665699005127, + "eval_loss": 0.4412307143211365, + "eval_runtime": 3037.7485, + "eval_samples_per_second": 4.03, + "eval_steps_per_second": 0.063, + "step": 600 + }, + { + "epoch": 0.2, + "learning_rate": 4.936657837153058e-05, + "loss": 0.5466, + "step": 610 + }, + { + "epoch": 0.2, + "learning_rate": 4.930899458712427e-05, + "loss": 0.5202, + "step": 620 + }, + { + "epoch": 0.21, + "learning_rate": 4.9251410802717954e-05, + "loss": 0.4504, + "step": 630 + }, + { + "epoch": 0.21, + "learning_rate": 4.919382701831164e-05, + "loss": 0.558, + "step": 640 + }, + { + "epoch": 0.21, + "learning_rate": 4.913624323390533e-05, + "loss": 0.5234, + "step": 650 + }, + { + "epoch": 0.21, + "eval_accuracy": 0.8162215352058411, + "eval_loss": 0.48874276876449585, + "eval_runtime": 2990.9698, + "eval_samples_per_second": 4.093, + "eval_steps_per_second": 0.064, + "step": 650 + }, + { + "epoch": 0.22, + "learning_rate": 4.907865944949903e-05, + "loss": 0.4322, + "step": 660 + }, + { + "epoch": 0.22, + "learning_rate": 4.902107566509271e-05, + "loss": 0.6654, + "step": 670 + }, + { + "epoch": 0.22, + "learning_rate": 4.89634918806864e-05, + "loss": 0.3895, + "step": 680 + }, + { + "epoch": 0.23, + "learning_rate": 4.890590809628009e-05, + "loss": 0.4972, + "step": 690 + }, + { + "epoch": 0.23, + "learning_rate": 4.884832431187378e-05, + "loss": 0.4382, + "step": 700 + }, + { + "epoch": 0.23, + "eval_accuracy": 0.7774238586425781, + "eval_loss": 0.5239776968955994, + "eval_runtime": 3050.3978, + "eval_samples_per_second": 4.014, + "eval_steps_per_second": 0.063, + "step": 700 + }, + { + "epoch": 0.23, + "learning_rate": 4.8790740527467464e-05, + "loss": 0.4849, + "step": 710 + }, + { + "epoch": 0.24, + "learning_rate": 4.873315674306116e-05, + "loss": 0.6191, + "step": 720 + }, + { + "epoch": 0.24, + "learning_rate": 4.867557295865485e-05, + "loss": 0.4692, + "step": 730 + }, + { + "epoch": 0.24, + "learning_rate": 4.861798917424853e-05, + "loss": 0.4188, + "step": 740 + }, + { + "epoch": 0.25, + "learning_rate": 4.856040538984222e-05, + "loss": 0.4231, + "step": 750 + }, + { + "epoch": 0.25, + "eval_accuracy": 0.8423588871955872, + "eval_loss": 0.395524799823761, + "eval_runtime": 3016.9494, + "eval_samples_per_second": 4.058, + "eval_steps_per_second": 0.064, + "step": 750 + }, + { + "epoch": 0.25, + "learning_rate": 4.850282160543591e-05, + "loss": 0.4108, + "step": 760 + }, + { + "epoch": 0.25, + "learning_rate": 4.84452378210296e-05, + "loss": 0.424, + "step": 770 + }, + { + "epoch": 0.25, + "learning_rate": 4.8387654036623284e-05, + "loss": 0.3364, + "step": 780 + }, + { + "epoch": 0.26, + "learning_rate": 4.833007025221698e-05, + "loss": 0.3836, + "step": 790 + }, + { + "epoch": 0.26, + "learning_rate": 4.827248646781067e-05, + "loss": 0.4643, + "step": 800 + }, + { + "epoch": 0.26, + "eval_accuracy": 0.755533754825592, + "eval_loss": 0.5963751673698425, + "eval_runtime": 3041.0395, + "eval_samples_per_second": 4.026, + "eval_steps_per_second": 0.063, + "step": 800 + }, + { + "epoch": 0.26, + "learning_rate": 4.821490268340435e-05, + "loss": 0.4687, + "step": 810 + }, + { + "epoch": 0.27, + "learning_rate": 4.815731889899804e-05, + "loss": 0.34, + "step": 820 + }, + { + "epoch": 0.27, + "learning_rate": 4.809973511459173e-05, + "loss": 0.3561, + "step": 830 + }, + { + "epoch": 0.27, + "learning_rate": 4.804215133018542e-05, + "loss": 0.4232, + "step": 840 + }, + { + "epoch": 0.28, + "learning_rate": 4.798456754577911e-05, + "loss": 0.4381, + "step": 850 + }, + { + "epoch": 0.28, + "eval_accuracy": 0.848648190498352, + "eval_loss": 0.40665099024772644, + "eval_runtime": 2945.2579, + "eval_samples_per_second": 4.157, + "eval_steps_per_second": 0.065, + "step": 850 + }, + { + "epoch": 0.28, + "learning_rate": 4.79269837613728e-05, + "loss": 0.4271, + "step": 860 + }, + { + "epoch": 0.28, + "learning_rate": 4.786939997696649e-05, + "loss": 0.4871, + "step": 870 + }, + { + "epoch": 0.29, + "learning_rate": 4.781181619256018e-05, + "loss": 0.5369, + "step": 880 + }, + { + "epoch": 0.29, + "learning_rate": 4.775423240815386e-05, + "loss": 0.548, + "step": 890 + }, + { + "epoch": 0.29, + "learning_rate": 4.769664862374755e-05, + "loss": 0.4326, + "step": 900 + }, + { + "epoch": 0.29, + "eval_accuracy": 0.8188352584838867, + "eval_loss": 0.40551692247390747, + "eval_runtime": 2910.8132, + "eval_samples_per_second": 4.206, + "eval_steps_per_second": 0.066, + "step": 900 + }, + { + "epoch": 0.3, + "learning_rate": 4.763906483934125e-05, + "loss": 0.3592, + "step": 910 + }, + { + "epoch": 0.3, + "learning_rate": 4.758148105493493e-05, + "loss": 0.29, + "step": 920 + }, + { + "epoch": 0.3, + "learning_rate": 4.752389727052862e-05, + "loss": 0.5536, + "step": 930 + }, + { + "epoch": 0.31, + "learning_rate": 4.746631348612231e-05, + "loss": 0.3507, + "step": 940 + }, + { + "epoch": 0.31, + "learning_rate": 4.7408729701716e-05, + "loss": 0.4433, + "step": 950 + }, + { + "epoch": 0.31, + "eval_accuracy": 0.8152413368225098, + "eval_loss": 0.4874822497367859, + "eval_runtime": 3097.8896, + "eval_samples_per_second": 3.952, + "eval_steps_per_second": 0.062, + "step": 950 + }, + { + "epoch": 0.31, + "learning_rate": 4.735114591730968e-05, + "loss": 0.5522, + "step": 960 + }, + { + "epoch": 0.32, + "learning_rate": 4.729356213290337e-05, + "loss": 0.478, + "step": 970 + }, + { + "epoch": 0.32, + "learning_rate": 4.723597834849707e-05, + "loss": 0.5597, + "step": 980 + }, + { + "epoch": 0.32, + "learning_rate": 4.717839456409076e-05, + "loss": 0.5501, + "step": 990 + }, + { + "epoch": 0.33, + "learning_rate": 4.712081077968444e-05, + "loss": 0.6363, + "step": 1000 + }, + { + "epoch": 0.33, + "eval_accuracy": 0.5706117749214172, + "eval_loss": 0.6323691010475159, + "eval_runtime": 3016.3709, + "eval_samples_per_second": 4.059, + "eval_steps_per_second": 0.064, + "step": 1000 + }, + { + "epoch": 0.33, + "learning_rate": 4.706322699527813e-05, + "loss": 0.5962, + "step": 1010 + }, + { + "epoch": 0.33, + "learning_rate": 4.700564321087182e-05, + "loss": 0.5009, + "step": 1020 + }, + { + "epoch": 0.34, + "learning_rate": 4.694805942646551e-05, + "loss": 0.4466, + "step": 1030 + }, + { + "epoch": 0.34, + "learning_rate": 4.68904756420592e-05, + "loss": 0.3369, + "step": 1040 + }, + { + "epoch": 0.34, + "learning_rate": 4.683289185765289e-05, + "loss": 0.4967, + "step": 1050 + }, + { + "epoch": 0.34, + "eval_accuracy": 0.8430123329162598, + "eval_loss": 0.39603397250175476, + "eval_runtime": 3109.9986, + "eval_samples_per_second": 3.937, + "eval_steps_per_second": 0.062, + "step": 1050 + }, + { + "epoch": 0.35, + "learning_rate": 4.677530807324658e-05, + "loss": 0.3918, + "step": 1060 + }, + { + "epoch": 0.35, + "learning_rate": 4.671772428884026e-05, + "loss": 0.3638, + "step": 1070 + }, + { + "epoch": 0.35, + "learning_rate": 4.666014050443395e-05, + "loss": 0.4857, + "step": 1080 + }, + { + "epoch": 0.36, + "learning_rate": 4.660255672002764e-05, + "loss": 0.4537, + "step": 1090 + }, + { + "epoch": 0.36, + "learning_rate": 4.654497293562133e-05, + "loss": 0.4589, + "step": 1100 + }, + { + "epoch": 0.36, + "eval_accuracy": 0.7901657819747925, + "eval_loss": 0.4916388690471649, + "eval_runtime": 3035.7809, + "eval_samples_per_second": 4.033, + "eval_steps_per_second": 0.063, + "step": 1100 + }, + { + "epoch": 0.36, + "learning_rate": 4.648738915121502e-05, + "loss": 0.4679, + "step": 1110 + }, + { + "epoch": 0.37, + "learning_rate": 4.642980536680871e-05, + "loss": 0.371, + "step": 1120 + }, + { + "epoch": 0.37, + "learning_rate": 4.63722215824024e-05, + "loss": 0.4058, + "step": 1130 + }, + { + "epoch": 0.37, + "learning_rate": 4.631463779799608e-05, + "loss": 0.5627, + "step": 1140 + }, + { + "epoch": 0.38, + "learning_rate": 4.625705401358977e-05, + "loss": 0.5172, + "step": 1150 + }, + { + "epoch": 0.38, + "eval_accuracy": 0.8287184238433838, + "eval_loss": 0.4040413200855255, + "eval_runtime": 3074.7633, + "eval_samples_per_second": 3.982, + "eval_steps_per_second": 0.062, + "step": 1150 + }, + { + "epoch": 0.38, + "learning_rate": 4.619947022918347e-05, + "loss": 0.3419, + "step": 1160 + }, + { + "epoch": 0.38, + "learning_rate": 4.614188644477716e-05, + "loss": 0.372, + "step": 1170 + }, + { + "epoch": 0.39, + "learning_rate": 4.608430266037084e-05, + "loss": 0.3666, + "step": 1180 + }, + { + "epoch": 0.39, + "learning_rate": 4.602671887596453e-05, + "loss": 0.428, + "step": 1190 + }, + { + "epoch": 0.39, + "learning_rate": 4.596913509155822e-05, + "loss": 0.4445, + "step": 1200 + }, + { + "epoch": 0.39, + "eval_accuracy": 0.8600016236305237, + "eval_loss": 0.34572649002075195, + "eval_runtime": 2914.5824, + "eval_samples_per_second": 4.201, + "eval_steps_per_second": 0.066, + "step": 1200 + }, + { + "epoch": 0.4, + "learning_rate": 4.591155130715191e-05, + "loss": 0.4485, + "step": 1210 + }, + { + "epoch": 0.4, + "learning_rate": 4.585396752274559e-05, + "loss": 0.3881, + "step": 1220 + }, + { + "epoch": 0.4, + "learning_rate": 4.579638373833929e-05, + "loss": 0.4353, + "step": 1230 + }, + { + "epoch": 0.41, + "learning_rate": 4.573879995393298e-05, + "loss": 0.3187, + "step": 1240 + }, + { + "epoch": 0.41, + "learning_rate": 4.568121616952666e-05, + "loss": 0.4123, + "step": 1250 + }, + { + "epoch": 0.41, + "eval_accuracy": 0.8562443852424622, + "eval_loss": 0.3715479373931885, + "eval_runtime": 2913.7922, + "eval_samples_per_second": 4.202, + "eval_steps_per_second": 0.066, + "step": 1250 + }, + { + "epoch": 0.41, + "learning_rate": 4.562363238512035e-05, + "loss": 0.3874, + "step": 1260 + }, + { + "epoch": 0.41, + "learning_rate": 4.556604860071404e-05, + "loss": 0.3507, + "step": 1270 + }, + { + "epoch": 0.42, + "learning_rate": 4.550846481630773e-05, + "loss": 0.3694, + "step": 1280 + }, + { + "epoch": 0.42, + "learning_rate": 4.545088103190142e-05, + "loss": 0.3705, + "step": 1290 + }, + { + "epoch": 0.42, + "learning_rate": 4.539329724749511e-05, + "loss": 0.3237, + "step": 1300 + }, + { + "epoch": 0.42, + "eval_accuracy": 0.8576329350471497, + "eval_loss": 0.36021336913108826, + "eval_runtime": 2909.6601, + "eval_samples_per_second": 4.208, + "eval_steps_per_second": 0.066, + "step": 1300 + }, + { + "epoch": 0.43, + "learning_rate": 4.53357134630888e-05, + "loss": 0.3813, + "step": 1310 + }, + { + "epoch": 0.43, + "learning_rate": 4.527812967868249e-05, + "loss": 0.3765, + "step": 1320 + }, + { + "epoch": 0.43, + "learning_rate": 4.522054589427617e-05, + "loss": 0.5093, + "step": 1330 + }, + { + "epoch": 0.44, + "learning_rate": 4.516296210986986e-05, + "loss": 0.4042, + "step": 1340 + }, + { + "epoch": 0.44, + "learning_rate": 4.510537832546356e-05, + "loss": 0.3936, + "step": 1350 + }, + { + "epoch": 0.44, + "eval_accuracy": 0.8592665195465088, + "eval_loss": 0.34257298707962036, + "eval_runtime": 2947.6678, + "eval_samples_per_second": 4.153, + "eval_steps_per_second": 0.065, + "step": 1350 + }, + { + "epoch": 0.44, + "learning_rate": 4.504779454105724e-05, + "loss": 0.3917, + "step": 1360 + }, + { + "epoch": 0.45, + "learning_rate": 4.499021075665093e-05, + "loss": 0.3531, + "step": 1370 + }, + { + "epoch": 0.45, + "learning_rate": 4.493262697224462e-05, + "loss": 0.3605, + "step": 1380 + }, + { + "epoch": 0.45, + "learning_rate": 4.487504318783831e-05, + "loss": 0.3927, + "step": 1390 + }, + { + "epoch": 0.46, + "learning_rate": 4.481745940343199e-05, + "loss": 0.3594, + "step": 1400 + }, + { + "epoch": 0.46, + "eval_accuracy": 0.8171200156211853, + "eval_loss": 0.45752185583114624, + "eval_runtime": 2897.6038, + "eval_samples_per_second": 4.225, + "eval_steps_per_second": 0.066, + "step": 1400 + }, + { + "epoch": 0.46, + "learning_rate": 4.475987561902568e-05, + "loss": 0.3721, + "step": 1410 + }, + { + "epoch": 0.46, + "learning_rate": 4.470229183461938e-05, + "loss": 0.7249, + "step": 1420 + }, + { + "epoch": 0.47, + "learning_rate": 4.464470805021306e-05, + "loss": 0.4163, + "step": 1430 + }, + { + "epoch": 0.47, + "learning_rate": 4.458712426580675e-05, + "loss": 0.3804, + "step": 1440 + }, + { + "epoch": 0.47, + "learning_rate": 4.452954048140044e-05, + "loss": 0.3449, + "step": 1450 + }, + { + "epoch": 0.47, + "eval_accuracy": 0.8485665321350098, + "eval_loss": 0.4127117097377777, + "eval_runtime": 2920.5854, + "eval_samples_per_second": 4.192, + "eval_steps_per_second": 0.066, + "step": 1450 + }, + { + "epoch": 0.48, + "learning_rate": 4.447195669699413e-05, + "loss": 0.3974, + "step": 1460 + }, + { + "epoch": 0.48, + "learning_rate": 4.441437291258782e-05, + "loss": 0.4296, + "step": 1470 + }, + { + "epoch": 0.48, + "learning_rate": 4.435678912818151e-05, + "loss": 0.4072, + "step": 1480 + }, + { + "epoch": 0.49, + "learning_rate": 4.42992053437752e-05, + "loss": 0.5211, + "step": 1490 + }, + { + "epoch": 0.49, + "learning_rate": 4.424162155936889e-05, + "loss": 0.3895, + "step": 1500 + }, + { + "epoch": 0.49, + "eval_accuracy": 0.8578779697418213, + "eval_loss": 0.3651716709136963, + "eval_runtime": 2933.5659, + "eval_samples_per_second": 4.173, + "eval_steps_per_second": 0.065, + "step": 1500 + }, + { + "epoch": 0.49, + "learning_rate": 4.418403777496257e-05, + "loss": 0.3782, + "step": 1510 + }, + { + "epoch": 0.5, + "learning_rate": 4.412645399055626e-05, + "loss": 0.3356, + "step": 1520 + }, + { + "epoch": 0.5, + "learning_rate": 4.406887020614995e-05, + "loss": 0.4293, + "step": 1530 + }, + { + "epoch": 0.5, + "learning_rate": 4.401128642174364e-05, + "loss": 0.338, + "step": 1540 + }, + { + "epoch": 0.51, + "learning_rate": 4.395370263733733e-05, + "loss": 0.344, + "step": 1550 + }, + { + "epoch": 0.51, + "eval_accuracy": 0.8640856146812439, + "eval_loss": 0.33252376317977905, + "eval_runtime": 2994.1013, + "eval_samples_per_second": 4.089, + "eval_steps_per_second": 0.064, + "step": 1550 + }, + { + "epoch": 0.51, + "learning_rate": 4.389611885293102e-05, + "loss": 0.2727, + "step": 1560 + }, + { + "epoch": 0.51, + "learning_rate": 4.383853506852471e-05, + "loss": 0.4033, + "step": 1570 + }, + { + "epoch": 0.52, + "learning_rate": 4.378095128411839e-05, + "loss": 0.2831, + "step": 1580 + }, + { + "epoch": 0.52, + "learning_rate": 4.372336749971208e-05, + "loss": 0.3471, + "step": 1590 + }, + { + "epoch": 0.52, + "learning_rate": 4.3665783715305776e-05, + "loss": 0.364, + "step": 1600 + }, + { + "epoch": 0.52, + "eval_accuracy": 0.8733970522880554, + "eval_loss": 0.3105648458003998, + "eval_runtime": 3022.9008, + "eval_samples_per_second": 4.05, + "eval_steps_per_second": 0.064, + "step": 1600 + }, + { + "epoch": 0.53, + "learning_rate": 4.3608199930899466e-05, + "loss": 0.3323, + "step": 1610 + }, + { + "epoch": 0.53, + "learning_rate": 4.355061614649315e-05, + "loss": 0.272, + "step": 1620 + }, + { + "epoch": 0.53, + "learning_rate": 4.349303236208684e-05, + "loss": 0.4414, + "step": 1630 + }, + { + "epoch": 0.54, + "learning_rate": 4.343544857768053e-05, + "loss": 0.3218, + "step": 1640 + }, + { + "epoch": 0.54, + "learning_rate": 4.337786479327422e-05, + "loss": 0.6309, + "step": 1650 + }, + { + "epoch": 0.54, + "eval_accuracy": 0.843910813331604, + "eval_loss": 0.364272803068161, + "eval_runtime": 2915.6475, + "eval_samples_per_second": 4.199, + "eval_steps_per_second": 0.066, + "step": 1650 + }, + { + "epoch": 0.54, + "learning_rate": 4.33202810088679e-05, + "loss": 0.2782, + "step": 1660 + }, + { + "epoch": 0.55, + "learning_rate": 4.32626972244616e-05, + "loss": 0.4917, + "step": 1670 + }, + { + "epoch": 0.55, + "learning_rate": 4.3205113440055286e-05, + "loss": 0.4247, + "step": 1680 + }, + { + "epoch": 0.55, + "learning_rate": 4.314752965564897e-05, + "loss": 0.4354, + "step": 1690 + }, + { + "epoch": 0.56, + "learning_rate": 4.308994587124266e-05, + "loss": 0.4705, + "step": 1700 + }, + { + "epoch": 0.56, + "eval_accuracy": 0.8681695461273193, + "eval_loss": 0.3355846703052521, + "eval_runtime": 2930.2464, + "eval_samples_per_second": 4.178, + "eval_steps_per_second": 0.066, + "step": 1700 + }, + { + "epoch": 0.56, + "learning_rate": 4.303236208683635e-05, + "loss": 0.3883, + "step": 1710 + }, + { + "epoch": 0.56, + "learning_rate": 4.297477830243004e-05, + "loss": 0.3621, + "step": 1720 + }, + { + "epoch": 0.57, + "learning_rate": 4.291719451802373e-05, + "loss": 0.3832, + "step": 1730 + }, + { + "epoch": 0.57, + "learning_rate": 4.285961073361742e-05, + "loss": 0.3807, + "step": 1740 + }, + { + "epoch": 0.57, + "learning_rate": 4.2802026949211107e-05, + "loss": 0.4715, + "step": 1750 + }, + { + "epoch": 0.57, + "eval_accuracy": 0.8703749179840088, + "eval_loss": 0.3262869417667389, + "eval_runtime": 2984.533, + "eval_samples_per_second": 4.102, + "eval_steps_per_second": 0.064, + "step": 1750 + }, + { + "epoch": 0.57, + "learning_rate": 4.274444316480479e-05, + "loss": 0.4, + "step": 1760 + }, + { + "epoch": 0.58, + "learning_rate": 4.268685938039848e-05, + "loss": 0.3577, + "step": 1770 + }, + { + "epoch": 0.58, + "learning_rate": 4.262927559599217e-05, + "loss": 0.3346, + "step": 1780 + }, + { + "epoch": 0.58, + "learning_rate": 4.2571691811585865e-05, + "loss": 0.4483, + "step": 1790 + }, + { + "epoch": 0.59, + "learning_rate": 4.251410802717955e-05, + "loss": 0.3575, + "step": 1800 + }, + { + "epoch": 0.59, + "eval_accuracy": 0.8698031306266785, + "eval_loss": 0.35289597511291504, + "eval_runtime": 2934.3355, + "eval_samples_per_second": 4.172, + "eval_steps_per_second": 0.065, + "step": 1800 + }, + { + "epoch": 0.59, + "learning_rate": 4.245652424277324e-05, + "loss": 0.3892, + "step": 1810 + }, + { + "epoch": 0.59, + "learning_rate": 4.239894045836693e-05, + "loss": 0.3594, + "step": 1820 + }, + { + "epoch": 0.6, + "learning_rate": 4.2341356673960617e-05, + "loss": 0.3949, + "step": 1830 + }, + { + "epoch": 0.6, + "learning_rate": 4.22837728895543e-05, + "loss": 0.4108, + "step": 1840 + }, + { + "epoch": 0.6, + "learning_rate": 4.222618910514799e-05, + "loss": 0.3551, + "step": 1850 + }, + { + "epoch": 0.6, + "eval_accuracy": 0.8766642212867737, + "eval_loss": 0.31740882992744446, + "eval_runtime": 2928.4953, + "eval_samples_per_second": 4.181, + "eval_steps_per_second": 0.066, + "step": 1850 + }, + { + "epoch": 0.61, + "learning_rate": 4.2168605320741685e-05, + "loss": 0.3809, + "step": 1860 + }, + { + "epoch": 0.61, + "learning_rate": 4.211102153633537e-05, + "loss": 0.4427, + "step": 1870 + }, + { + "epoch": 0.61, + "learning_rate": 4.205343775192906e-05, + "loss": 0.2968, + "step": 1880 + }, + { + "epoch": 0.62, + "learning_rate": 4.199585396752275e-05, + "loss": 0.5083, + "step": 1890 + }, + { + "epoch": 0.62, + "learning_rate": 4.193827018311644e-05, + "loss": 0.3751, + "step": 1900 + }, + { + "epoch": 0.62, + "eval_accuracy": 0.8611451387405396, + "eval_loss": 0.39074617624282837, + "eval_runtime": 2974.5471, + "eval_samples_per_second": 4.116, + "eval_steps_per_second": 0.065, + "step": 1900 + }, + { + "epoch": 0.62, + "learning_rate": 4.188068639871012e-05, + "loss": 0.3789, + "step": 1910 + }, + { + "epoch": 0.63, + "learning_rate": 4.1823102614303816e-05, + "loss": 0.3044, + "step": 1920 + }, + { + "epoch": 0.63, + "learning_rate": 4.1765518829897506e-05, + "loss": 0.4, + "step": 1930 + }, + { + "epoch": 0.63, + "learning_rate": 4.1707935045491195e-05, + "loss": 0.5459, + "step": 1940 + }, + { + "epoch": 0.64, + "learning_rate": 4.165035126108488e-05, + "loss": 0.3304, + "step": 1950 + }, + { + "epoch": 0.64, + "eval_accuracy": 0.871273398399353, + "eval_loss": 0.3362810015678406, + "eval_runtime": 3072.5062, + "eval_samples_per_second": 3.985, + "eval_steps_per_second": 0.062, + "step": 1950 + }, + { + "epoch": 0.64, + "learning_rate": 4.159276747667857e-05, + "loss": 0.2947, + "step": 1960 + }, + { + "epoch": 0.64, + "learning_rate": 4.153518369227226e-05, + "loss": 0.3824, + "step": 1970 + }, + { + "epoch": 0.65, + "learning_rate": 4.147759990786595e-05, + "loss": 0.4153, + "step": 1980 + }, + { + "epoch": 0.65, + "learning_rate": 4.1420016123459636e-05, + "loss": 0.473, + "step": 1990 + }, + { + "epoch": 0.65, + "learning_rate": 4.1362432339053326e-05, + "loss": 0.4142, + "step": 2000 + }, + { + "epoch": 0.65, + "eval_accuracy": 0.8678428530693054, + "eval_loss": 0.3490336239337921, + "eval_runtime": 3028.5373, + "eval_samples_per_second": 4.043, + "eval_steps_per_second": 0.063, + "step": 2000 + }, + { + "epoch": 0.66, + "learning_rate": 4.1304848554647016e-05, + "loss": 0.2809, + "step": 2010 + }, + { + "epoch": 0.66, + "learning_rate": 4.12472647702407e-05, + "loss": 0.4147, + "step": 2020 + }, + { + "epoch": 0.66, + "learning_rate": 4.118968098583439e-05, + "loss": 0.3299, + "step": 2030 + }, + { + "epoch": 0.67, + "learning_rate": 4.1132097201428084e-05, + "loss": 0.3565, + "step": 2040 + }, + { + "epoch": 0.67, + "learning_rate": 4.107451341702177e-05, + "loss": 0.3607, + "step": 2050 + }, + { + "epoch": 0.67, + "eval_accuracy": 0.8337008953094482, + "eval_loss": 0.440717488527298, + "eval_runtime": 2955.0057, + "eval_samples_per_second": 4.143, + "eval_steps_per_second": 0.065, + "step": 2050 + }, + { + "epoch": 0.67, + "learning_rate": 4.101692963261546e-05, + "loss": 0.3997, + "step": 2060 + }, + { + "epoch": 0.68, + "learning_rate": 4.0959345848209146e-05, + "loss": 0.4368, + "step": 2070 + }, + { + "epoch": 0.68, + "learning_rate": 4.0901762063802836e-05, + "loss": 0.3253, + "step": 2080 + }, + { + "epoch": 0.68, + "learning_rate": 4.084417827939652e-05, + "loss": 0.3693, + "step": 2090 + }, + { + "epoch": 0.69, + "learning_rate": 4.078659449499021e-05, + "loss": 0.3482, + "step": 2100 + }, + { + "epoch": 0.69, + "eval_accuracy": 0.8706199526786804, + "eval_loss": 0.31695759296417236, + "eval_runtime": 2927.7031, + "eval_samples_per_second": 4.182, + "eval_steps_per_second": 0.066, + "step": 2100 + }, + { + "epoch": 0.69, + "learning_rate": 4.0729010710583905e-05, + "loss": 0.3172, + "step": 2110 + }, + { + "epoch": 0.69, + "learning_rate": 4.0671426926177594e-05, + "loss": 0.3125, + "step": 2120 + }, + { + "epoch": 0.7, + "learning_rate": 4.061384314177128e-05, + "loss": 0.5427, + "step": 2130 + }, + { + "epoch": 0.7, + "learning_rate": 4.055625935736497e-05, + "loss": 0.2956, + "step": 2140 + }, + { + "epoch": 0.7, + "learning_rate": 4.0498675572958656e-05, + "loss": 0.4052, + "step": 2150 + }, + { + "epoch": 0.7, + "eval_accuracy": 0.8591031432151794, + "eval_loss": 0.40359142422676086, + "eval_runtime": 3099.542, + "eval_samples_per_second": 3.95, + "eval_steps_per_second": 0.062, + "step": 2150 + }, + { + "epoch": 0.71, + "learning_rate": 4.0441091788552346e-05, + "loss": 0.4393, + "step": 2160 + }, + { + "epoch": 0.71, + "learning_rate": 4.0383508004146036e-05, + "loss": 0.3817, + "step": 2170 + }, + { + "epoch": 0.71, + "learning_rate": 4.0325924219739725e-05, + "loss": 0.3882, + "step": 2180 + }, + { + "epoch": 0.72, + "learning_rate": 4.0268340435333415e-05, + "loss": 0.321, + "step": 2190 + }, + { + "epoch": 0.72, + "learning_rate": 4.02107566509271e-05, + "loss": 0.3144, + "step": 2200 + }, + { + "epoch": 0.72, + "eval_accuracy": 0.8765008449554443, + "eval_loss": 0.33840280771255493, + "eval_runtime": 3038.9712, + "eval_samples_per_second": 4.029, + "eval_steps_per_second": 0.063, + "step": 2200 + }, + { + "epoch": 0.72, + "learning_rate": 4.015317286652079e-05, + "loss": 0.4218, + "step": 2210 + }, + { + "epoch": 0.73, + "learning_rate": 4.009558908211448e-05, + "loss": 0.3699, + "step": 2220 + }, + { + "epoch": 0.73, + "learning_rate": 4.003800529770817e-05, + "loss": 0.4581, + "step": 2230 + }, + { + "epoch": 0.73, + "learning_rate": 3.9980421513301856e-05, + "loss": 0.3644, + "step": 2240 + }, + { + "epoch": 0.74, + "learning_rate": 3.9922837728895546e-05, + "loss": 0.3325, + "step": 2250 + }, + { + "epoch": 0.74, + "eval_accuracy": 0.8622886538505554, + "eval_loss": 0.3353598713874817, + "eval_runtime": 3031.1476, + "eval_samples_per_second": 4.039, + "eval_steps_per_second": 0.063, + "step": 2250 + }, + { + "epoch": 0.74, + "learning_rate": 3.9865253944489235e-05, + "loss": 0.3336, + "step": 2260 + }, + { + "epoch": 0.74, + "learning_rate": 3.9807670160082925e-05, + "loss": 0.3224, + "step": 2270 + }, + { + "epoch": 0.74, + "learning_rate": 3.975008637567661e-05, + "loss": 0.2383, + "step": 2280 + }, + { + "epoch": 0.75, + "learning_rate": 3.96925025912703e-05, + "loss": 0.4136, + "step": 2290 + }, + { + "epoch": 0.75, + "learning_rate": 3.9634918806863994e-05, + "loss": 0.3907, + "step": 2300 + }, + { + "epoch": 0.75, + "eval_accuracy": 0.859756588935852, + "eval_loss": 0.3931679129600525, + "eval_runtime": 3070.5805, + "eval_samples_per_second": 3.987, + "eval_steps_per_second": 0.063, + "step": 2300 + }, + { + "epoch": 0.75, + "learning_rate": 3.9577335022457676e-05, + "loss": 0.3771, + "step": 2310 + }, + { + "epoch": 0.76, + "learning_rate": 3.9519751238051366e-05, + "loss": 0.2548, + "step": 2320 + }, + { + "epoch": 0.76, + "learning_rate": 3.9462167453645056e-05, + "loss": 0.4178, + "step": 2330 + }, + { + "epoch": 0.76, + "learning_rate": 3.9404583669238745e-05, + "loss": 0.248, + "step": 2340 + }, + { + "epoch": 0.77, + "learning_rate": 3.934699988483243e-05, + "loss": 0.3951, + "step": 2350 + }, + { + "epoch": 0.77, + "eval_accuracy": 0.8809115290641785, + "eval_loss": 0.3367299735546112, + "eval_runtime": 3007.758, + "eval_samples_per_second": 4.07, + "eval_steps_per_second": 0.064, + "step": 2350 + }, + { + "epoch": 0.77, + "learning_rate": 3.9289416100426124e-05, + "loss": 0.5165, + "step": 2360 + }, + { + "epoch": 0.77, + "learning_rate": 3.9231832316019814e-05, + "loss": 0.3466, + "step": 2370 + }, + { + "epoch": 0.78, + "learning_rate": 3.91742485316135e-05, + "loss": 0.2617, + "step": 2380 + }, + { + "epoch": 0.78, + "learning_rate": 3.9116664747207186e-05, + "loss": 0.2396, + "step": 2390 + }, + { + "epoch": 0.78, + "learning_rate": 3.9059080962800876e-05, + "loss": 0.4248, + "step": 2400 + }, + { + "epoch": 0.78, + "eval_accuracy": 0.8034795522689819, + "eval_loss": 0.5644595623016357, + "eval_runtime": 2905.2597, + "eval_samples_per_second": 4.214, + "eval_steps_per_second": 0.066, + "step": 2400 + }, + { + "epoch": 0.79, + "learning_rate": 3.9001497178394565e-05, + "loss": 0.5326, + "step": 2410 + }, + { + "epoch": 0.79, + "learning_rate": 3.8943913393988255e-05, + "loss": 0.3532, + "step": 2420 + }, + { + "epoch": 0.79, + "learning_rate": 3.8886329609581945e-05, + "loss": 0.2889, + "step": 2430 + }, + { + "epoch": 0.8, + "learning_rate": 3.8828745825175634e-05, + "loss": 0.3974, + "step": 2440 + }, + { + "epoch": 0.8, + "learning_rate": 3.8771162040769324e-05, + "loss": 0.3762, + "step": 2450 + }, + { + "epoch": 0.8, + "eval_accuracy": 0.8773993253707886, + "eval_loss": 0.34061020612716675, + "eval_runtime": 2912.8057, + "eval_samples_per_second": 4.203, + "eval_steps_per_second": 0.066, + "step": 2450 + }, + { + "epoch": 0.8, + "learning_rate": 3.871357825636301e-05, + "loss": 0.3972, + "step": 2460 + }, + { + "epoch": 0.81, + "learning_rate": 3.8655994471956696e-05, + "loss": 0.3076, + "step": 2470 + }, + { + "epoch": 0.81, + "learning_rate": 3.859841068755039e-05, + "loss": 0.4305, + "step": 2480 + }, + { + "epoch": 0.81, + "learning_rate": 3.8540826903144075e-05, + "loss": 0.3924, + "step": 2490 + }, + { + "epoch": 0.82, + "learning_rate": 3.8483243118737765e-05, + "loss": 0.3243, + "step": 2500 + }, + { + "epoch": 0.82, + "eval_accuracy": 0.8704565763473511, + "eval_loss": 0.34552812576293945, + "eval_runtime": 2909.9177, + "eval_samples_per_second": 4.207, + "eval_steps_per_second": 0.066, + "step": 2500 + }, + { + "epoch": 0.82, + "learning_rate": 3.8425659334331455e-05, + "loss": 0.3736, + "step": 2510 + }, + { + "epoch": 0.82, + "learning_rate": 3.8368075549925144e-05, + "loss": 0.3722, + "step": 2520 + }, + { + "epoch": 0.83, + "learning_rate": 3.831049176551883e-05, + "loss": 0.3887, + "step": 2530 + }, + { + "epoch": 0.83, + "learning_rate": 3.825290798111252e-05, + "loss": 0.2656, + "step": 2540 + }, + { + "epoch": 0.83, + "learning_rate": 3.819532419670621e-05, + "loss": 0.3665, + "step": 2550 + }, + { + "epoch": 0.83, + "eval_accuracy": 0.8765008449554443, + "eval_loss": 0.3324890732765198, + "eval_runtime": 2898.9921, + "eval_samples_per_second": 4.223, + "eval_steps_per_second": 0.066, + "step": 2550 + }, + { + "epoch": 0.84, + "learning_rate": 3.81377404122999e-05, + "loss": 0.3224, + "step": 2560 + }, + { + "epoch": 0.84, + "learning_rate": 3.8080156627893585e-05, + "loss": 0.3492, + "step": 2570 + }, + { + "epoch": 0.84, + "learning_rate": 3.8022572843487275e-05, + "loss": 0.2999, + "step": 2580 + }, + { + "epoch": 0.85, + "learning_rate": 3.7964989059080965e-05, + "loss": 0.315, + "step": 2590 + }, + { + "epoch": 0.85, + "learning_rate": 3.7907405274674654e-05, + "loss": 0.3133, + "step": 2600 + }, + { + "epoch": 0.85, + "eval_accuracy": 0.8835252523422241, + "eval_loss": 0.3392607569694519, + "eval_runtime": 2888.7867, + "eval_samples_per_second": 4.238, + "eval_steps_per_second": 0.066, + "step": 2600 + }, + { + "epoch": 0.85, + "learning_rate": 3.7849821490268344e-05, + "loss": 0.4609, + "step": 2610 + }, + { + "epoch": 0.86, + "learning_rate": 3.779223770586203e-05, + "loss": 0.3426, + "step": 2620 + }, + { + "epoch": 0.86, + "learning_rate": 3.773465392145572e-05, + "loss": 0.4421, + "step": 2630 + }, + { + "epoch": 0.86, + "learning_rate": 3.7677070137049406e-05, + "loss": 0.3832, + "step": 2640 + }, + { + "epoch": 0.87, + "learning_rate": 3.7619486352643095e-05, + "loss": 0.3089, + "step": 2650 + }, + { + "epoch": 0.87, + "eval_accuracy": 0.8714367151260376, + "eval_loss": 0.35768425464630127, + "eval_runtime": 2888.0542, + "eval_samples_per_second": 4.239, + "eval_steps_per_second": 0.066, + "step": 2650 + }, + { + "epoch": 0.87, + "learning_rate": 3.7561902568236785e-05, + "loss": 0.3473, + "step": 2660 + }, + { + "epoch": 0.87, + "learning_rate": 3.7504318783830475e-05, + "loss": 0.3031, + "step": 2670 + }, + { + "epoch": 0.88, + "learning_rate": 3.7446734999424164e-05, + "loss": 0.3098, + "step": 2680 + }, + { + "epoch": 0.88, + "learning_rate": 3.7389151215017854e-05, + "loss": 0.3391, + "step": 2690 + }, + { + "epoch": 0.88, + "learning_rate": 3.733156743061154e-05, + "loss": 0.4607, + "step": 2700 + }, + { + "epoch": 0.88, + "eval_accuracy": 0.8618802428245544, + "eval_loss": 0.382795125246048, + "eval_runtime": 2882.6679, + "eval_samples_per_second": 4.247, + "eval_steps_per_second": 0.067, + "step": 2700 + }, + { + "epoch": 0.89, + "learning_rate": 3.7273983646205226e-05, + "loss": 0.4121, + "step": 2710 + }, + { + "epoch": 0.89, + "learning_rate": 3.7216399861798916e-05, + "loss": 0.3283, + "step": 2720 + }, + { + "epoch": 0.89, + "learning_rate": 3.7158816077392605e-05, + "loss": 0.3795, + "step": 2730 + }, + { + "epoch": 0.9, + "learning_rate": 3.71012322929863e-05, + "loss": 0.3245, + "step": 2740 + }, + { + "epoch": 0.9, + "learning_rate": 3.7043648508579985e-05, + "loss": 0.3135, + "step": 2750 + }, + { + "epoch": 0.9, + "eval_accuracy": 0.8852405548095703, + "eval_loss": 0.2938101291656494, + "eval_runtime": 2869.0497, + "eval_samples_per_second": 4.267, + "eval_steps_per_second": 0.067, + "step": 2750 + }, + { + "epoch": 0.9, + "learning_rate": 3.6986064724173674e-05, + "loss": 0.3218, + "step": 2760 + }, + { + "epoch": 0.9, + "learning_rate": 3.6928480939767364e-05, + "loss": 0.2949, + "step": 2770 + }, + { + "epoch": 0.91, + "learning_rate": 3.687089715536105e-05, + "loss": 0.2688, + "step": 2780 + }, + { + "epoch": 0.91, + "learning_rate": 3.6813313370954736e-05, + "loss": 0.3828, + "step": 2790 + }, + { + "epoch": 0.91, + "learning_rate": 3.675572958654843e-05, + "loss": 0.3256, + "step": 2800 + }, + { + "epoch": 0.91, + "eval_accuracy": 0.882381796836853, + "eval_loss": 0.2991408407688141, + "eval_runtime": 2911.5784, + "eval_samples_per_second": 4.205, + "eval_steps_per_second": 0.066, + "step": 2800 + }, + { + "epoch": 0.92, + "learning_rate": 3.669814580214212e-05, + "loss": 0.4311, + "step": 2810 + }, + { + "epoch": 0.92, + "learning_rate": 3.6640562017735805e-05, + "loss": 0.3457, + "step": 2820 + }, + { + "epoch": 0.92, + "learning_rate": 3.6582978233329494e-05, + "loss": 0.3137, + "step": 2830 + }, + { + "epoch": 0.93, + "learning_rate": 3.6525394448923184e-05, + "loss": 0.2957, + "step": 2840 + }, + { + "epoch": 0.93, + "learning_rate": 3.6467810664516874e-05, + "loss": 0.322, + "step": 2850 + }, + { + "epoch": 0.93, + "eval_accuracy": 0.8836886286735535, + "eval_loss": 0.2957231402397156, + "eval_runtime": 3000.5532, + "eval_samples_per_second": 4.08, + "eval_steps_per_second": 0.064, + "step": 2850 + }, + { + "epoch": 0.93, + "learning_rate": 3.641022688011056e-05, + "loss": 0.3722, + "step": 2860 + }, + { + "epoch": 0.94, + "learning_rate": 3.635264309570425e-05, + "loss": 0.3227, + "step": 2870 + }, + { + "epoch": 0.94, + "learning_rate": 3.629505931129794e-05, + "loss": 0.3077, + "step": 2880 + }, + { + "epoch": 0.94, + "learning_rate": 3.623747552689163e-05, + "loss": 0.3331, + "step": 2890 + }, + { + "epoch": 0.95, + "learning_rate": 3.6179891742485315e-05, + "loss": 0.2935, + "step": 2900 + }, + { + "epoch": 0.95, + "eval_accuracy": 0.8792779445648193, + "eval_loss": 0.32762154936790466, + "eval_runtime": 2999.2249, + "eval_samples_per_second": 4.082, + "eval_steps_per_second": 0.064, + "step": 2900 + }, + { + "epoch": 0.95, + "learning_rate": 3.6122307958079004e-05, + "loss": 0.4533, + "step": 2910 + }, + { + "epoch": 0.95, + "learning_rate": 3.60647241736727e-05, + "loss": 0.3215, + "step": 2920 + }, + { + "epoch": 0.96, + "learning_rate": 3.6007140389266384e-05, + "loss": 0.2866, + "step": 2930 + }, + { + "epoch": 0.96, + "learning_rate": 3.594955660486007e-05, + "loss": 0.3395, + "step": 2940 + }, + { + "epoch": 0.96, + "learning_rate": 3.589197282045376e-05, + "loss": 0.3111, + "step": 2950 + }, + { + "epoch": 0.96, + "eval_accuracy": 0.8871191740036011, + "eval_loss": 0.2872740924358368, + "eval_runtime": 3014.0668, + "eval_samples_per_second": 4.062, + "eval_steps_per_second": 0.064, + "step": 2950 + }, + { + "epoch": 0.97, + "learning_rate": 3.583438903604745e-05, + "loss": 0.2482, + "step": 2960 + }, + { + "epoch": 0.97, + "learning_rate": 3.5776805251641135e-05, + "loss": 0.3019, + "step": 2970 + }, + { + "epoch": 0.97, + "learning_rate": 3.5719221467234825e-05, + "loss": 0.3043, + "step": 2980 + }, + { + "epoch": 0.98, + "learning_rate": 3.566163768282852e-05, + "loss": 0.3144, + "step": 2990 + }, + { + "epoch": 0.98, + "learning_rate": 3.5604053898422204e-05, + "loss": 0.2705, + "step": 3000 + }, + { + "epoch": 0.98, + "eval_accuracy": 0.8801764249801636, + "eval_loss": 0.31194931268692017, + "eval_runtime": 2990.6485, + "eval_samples_per_second": 4.094, + "eval_steps_per_second": 0.064, + "step": 3000 + }, + { + "epoch": 0.98, + "learning_rate": 3.5546470114015894e-05, + "loss": 0.4068, + "step": 3010 + }, + { + "epoch": 0.99, + "learning_rate": 3.548888632960958e-05, + "loss": 0.2519, + "step": 3020 + }, + { + "epoch": 0.99, + "learning_rate": 3.543130254520327e-05, + "loss": 0.2913, + "step": 3030 + }, + { + "epoch": 0.99, + "learning_rate": 3.5373718760796956e-05, + "loss": 0.3195, + "step": 3040 + }, + { + "epoch": 1.0, + "learning_rate": 3.531613497639065e-05, + "loss": 0.1961, + "step": 3050 + }, + { + "epoch": 1.0, + "eval_accuracy": 0.8861390352249146, + "eval_loss": 0.31677114963531494, + "eval_runtime": 3046.4306, + "eval_samples_per_second": 4.019, + "eval_steps_per_second": 0.063, + "step": 3050 + }, + { + "epoch": 1.0, + "learning_rate": 3.525855119198434e-05, + "loss": 0.3411, + "step": 3060 + }, + { + "epoch": 1.0, + "learning_rate": 3.520096740757803e-05, + "loss": 0.2577, + "step": 3070 + }, + { + "epoch": 1.01, + "learning_rate": 3.5143383623171714e-05, + "loss": 0.2633, + "step": 3080 + }, + { + "epoch": 1.01, + "learning_rate": 3.5085799838765404e-05, + "loss": 0.3464, + "step": 3090 + }, + { + "epoch": 1.01, + "learning_rate": 3.502821605435909e-05, + "loss": 0.2509, + "step": 3100 + }, + { + "epoch": 1.01, + "eval_accuracy": 0.8817283511161804, + "eval_loss": 0.3493081033229828, + "eval_runtime": 2940.1695, + "eval_samples_per_second": 4.164, + "eval_steps_per_second": 0.065, + "step": 3100 + }, + { + "epoch": 1.02, + "learning_rate": 3.497063226995278e-05, + "loss": 0.2918, + "step": 3110 + }, + { + "epoch": 1.02, + "learning_rate": 3.491304848554647e-05, + "loss": 0.2767, + "step": 3120 + }, + { + "epoch": 1.02, + "learning_rate": 3.485546470114016e-05, + "loss": 0.3438, + "step": 3130 + }, + { + "epoch": 1.03, + "learning_rate": 3.479788091673385e-05, + "loss": 0.2656, + "step": 3140 + }, + { + "epoch": 1.03, + "learning_rate": 3.4740297132327534e-05, + "loss": 0.353, + "step": 3150 + }, + { + "epoch": 1.03, + "eval_accuracy": 0.876745879650116, + "eval_loss": 0.35529011487960815, + "eval_runtime": 2957.9472, + "eval_samples_per_second": 4.139, + "eval_steps_per_second": 0.065, + "step": 3150 + }, + { + "epoch": 1.03, + "learning_rate": 3.4682713347921224e-05, + "loss": 0.3958, + "step": 3160 + }, + { + "epoch": 1.04, + "learning_rate": 3.4625129563514914e-05, + "loss": 0.2825, + "step": 3170 + }, + { + "epoch": 1.04, + "learning_rate": 3.456754577910861e-05, + "loss": 0.3076, + "step": 3180 + }, + { + "epoch": 1.04, + "learning_rate": 3.450996199470229e-05, + "loss": 0.3207, + "step": 3190 + }, + { + "epoch": 1.05, + "learning_rate": 3.445237821029598e-05, + "loss": 0.3193, + "step": 3200 + }, + { + "epoch": 1.05, + "eval_accuracy": 0.8861390352249146, + "eval_loss": 0.3049357235431671, + "eval_runtime": 2946.4042, + "eval_samples_per_second": 4.155, + "eval_steps_per_second": 0.065, + "step": 3200 + }, + { + "epoch": 1.05, + "learning_rate": 3.439479442588967e-05, + "loss": 0.3157, + "step": 3210 + }, + { + "epoch": 1.05, + "learning_rate": 3.433721064148336e-05, + "loss": 0.2552, + "step": 3220 + }, + { + "epoch": 1.06, + "learning_rate": 3.4279626857077044e-05, + "loss": 0.1984, + "step": 3230 + }, + { + "epoch": 1.06, + "learning_rate": 3.422204307267074e-05, + "loss": 0.2895, + "step": 3240 + }, + { + "epoch": 1.06, + "learning_rate": 3.416445928826443e-05, + "loss": 0.3835, + "step": 3250 + }, + { + "epoch": 1.06, + "eval_accuracy": 0.8836069703102112, + "eval_loss": 0.31986963748931885, + "eval_runtime": 2977.2171, + "eval_samples_per_second": 4.112, + "eval_steps_per_second": 0.064, + "step": 3250 + }, + { + "epoch": 1.07, + "learning_rate": 3.410687550385811e-05, + "loss": 0.1779, + "step": 3260 + }, + { + "epoch": 1.07, + "learning_rate": 3.40492917194518e-05, + "loss": 0.201, + "step": 3270 + }, + { + "epoch": 1.07, + "learning_rate": 3.399170793504549e-05, + "loss": 0.2527, + "step": 3280 + }, + { + "epoch": 1.07, + "learning_rate": 3.393412415063918e-05, + "loss": 0.4082, + "step": 3290 + }, + { + "epoch": 1.08, + "learning_rate": 3.387654036623287e-05, + "loss": 0.1875, + "step": 3300 + }, + { + "epoch": 1.08, + "eval_accuracy": 0.8863023519515991, + "eval_loss": 0.3436829149723053, + "eval_runtime": 3037.4605, + "eval_samples_per_second": 4.031, + "eval_steps_per_second": 0.063, + "step": 3300 + }, + { + "epoch": 1.08, + "learning_rate": 3.381895658182656e-05, + "loss": 0.2471, + "step": 3310 + }, + { + "epoch": 1.08, + "learning_rate": 3.376137279742025e-05, + "loss": 0.2886, + "step": 3320 + }, + { + "epoch": 1.09, + "learning_rate": 3.3703789013013933e-05, + "loss": 0.2543, + "step": 3330 + }, + { + "epoch": 1.09, + "learning_rate": 3.364620522860762e-05, + "loss": 0.3081, + "step": 3340 + }, + { + "epoch": 1.09, + "learning_rate": 3.358862144420131e-05, + "loss": 0.3401, + "step": 3350 + }, + { + "epoch": 1.09, + "eval_accuracy": 0.8604916930198669, + "eval_loss": 0.33765077590942383, + "eval_runtime": 3045.8041, + "eval_samples_per_second": 4.02, + "eval_steps_per_second": 0.063, + "step": 3350 + }, + { + "epoch": 1.1, + "learning_rate": 3.353103765979501e-05, + "loss": 0.2812, + "step": 3360 + }, + { + "epoch": 1.1, + "learning_rate": 3.347345387538869e-05, + "loss": 0.3059, + "step": 3370 + }, + { + "epoch": 1.1, + "learning_rate": 3.341587009098238e-05, + "loss": 0.1746, + "step": 3380 + }, + { + "epoch": 1.11, + "learning_rate": 3.335828630657607e-05, + "loss": 0.3549, + "step": 3390 + }, + { + "epoch": 1.11, + "learning_rate": 3.330070252216976e-05, + "loss": 0.2638, + "step": 3400 + }, + { + "epoch": 1.11, + "eval_accuracy": 0.8876092433929443, + "eval_loss": 0.3165830075740814, + "eval_runtime": 3077.5964, + "eval_samples_per_second": 3.978, + "eval_steps_per_second": 0.062, + "step": 3400 + }, + { + "epoch": 1.11, + "learning_rate": 3.3243118737763443e-05, + "loss": 0.2538, + "step": 3410 + }, + { + "epoch": 1.12, + "learning_rate": 3.318553495335713e-05, + "loss": 0.2884, + "step": 3420 + }, + { + "epoch": 1.12, + "learning_rate": 3.312795116895083e-05, + "loss": 0.2238, + "step": 3430 + }, + { + "epoch": 1.12, + "learning_rate": 3.307036738454451e-05, + "loss": 0.2464, + "step": 3440 + }, + { + "epoch": 1.13, + "learning_rate": 3.30127836001382e-05, + "loss": 0.2292, + "step": 3450 + }, + { + "epoch": 1.13, + "eval_accuracy": 0.8859756588935852, + "eval_loss": 0.3086280822753906, + "eval_runtime": 3051.2098, + "eval_samples_per_second": 4.013, + "eval_steps_per_second": 0.063, + "step": 3450 + }, + { + "epoch": 1.13, + "learning_rate": 3.295519981573189e-05, + "loss": 0.2235, + "step": 3460 + }, + { + "epoch": 1.13, + "learning_rate": 3.289761603132558e-05, + "loss": 0.2191, + "step": 3470 + }, + { + "epoch": 1.14, + "learning_rate": 3.2840032246919264e-05, + "loss": 0.2011, + "step": 3480 + }, + { + "epoch": 1.14, + "learning_rate": 3.278244846251296e-05, + "loss": 0.2728, + "step": 3490 + }, + { + "epoch": 1.14, + "learning_rate": 3.272486467810665e-05, + "loss": 0.3802, + "step": 3500 + }, + { + "epoch": 1.14, + "eval_accuracy": 0.8824634552001953, + "eval_loss": 0.34480205178260803, + "eval_runtime": 2914.7217, + "eval_samples_per_second": 4.2, + "eval_steps_per_second": 0.066, + "step": 3500 + }, + { + "epoch": 1.15, + "learning_rate": 3.266728089370034e-05, + "loss": 0.2859, + "step": 3510 + }, + { + "epoch": 1.15, + "learning_rate": 3.260969710929402e-05, + "loss": 0.3239, + "step": 3520 + }, + { + "epoch": 1.15, + "learning_rate": 3.255211332488771e-05, + "loss": 0.285, + "step": 3530 + }, + { + "epoch": 1.16, + "learning_rate": 3.24945295404814e-05, + "loss": 0.2368, + "step": 3540 + }, + { + "epoch": 1.16, + "learning_rate": 3.243694575607509e-05, + "loss": 0.3109, + "step": 3550 + }, + { + "epoch": 1.16, + "eval_accuracy": 0.8840153813362122, + "eval_loss": 0.3186437487602234, + "eval_runtime": 2887.6289, + "eval_samples_per_second": 4.24, + "eval_steps_per_second": 0.066, + "step": 3550 + }, + { + "epoch": 1.16, + "learning_rate": 3.237936197166878e-05, + "loss": 0.2621, + "step": 3560 + }, + { + "epoch": 1.17, + "learning_rate": 3.232177818726247e-05, + "loss": 0.3249, + "step": 3570 + }, + { + "epoch": 1.17, + "learning_rate": 3.226419440285616e-05, + "loss": 0.2032, + "step": 3580 + }, + { + "epoch": 1.17, + "learning_rate": 3.220661061844984e-05, + "loss": 0.3035, + "step": 3590 + }, + { + "epoch": 1.18, + "learning_rate": 3.214902683404353e-05, + "loss": 0.1687, + "step": 3600 + }, + { + "epoch": 1.18, + "eval_accuracy": 0.879196286201477, + "eval_loss": 0.3766389787197113, + "eval_runtime": 2934.3858, + "eval_samples_per_second": 4.172, + "eval_steps_per_second": 0.065, + "step": 3600 + }, + { + "epoch": 1.18, + "learning_rate": 3.209144304963722e-05, + "loss": 0.2218, + "step": 3610 + }, + { + "epoch": 1.18, + "learning_rate": 3.203385926523091e-05, + "loss": 0.3318, + "step": 3620 + }, + { + "epoch": 1.19, + "learning_rate": 3.19762754808246e-05, + "loss": 0.2759, + "step": 3630 + }, + { + "epoch": 1.19, + "learning_rate": 3.191869169641829e-05, + "loss": 0.2841, + "step": 3640 + }, + { + "epoch": 1.19, + "learning_rate": 3.186110791201198e-05, + "loss": 0.4197, + "step": 3650 + }, + { + "epoch": 1.19, + "eval_accuracy": 0.8806664943695068, + "eval_loss": 0.35255807638168335, + "eval_runtime": 2885.4305, + "eval_samples_per_second": 4.243, + "eval_steps_per_second": 0.067, + "step": 3650 + }, + { + "epoch": 1.2, + "learning_rate": 3.180352412760566e-05, + "loss": 0.3488, + "step": 3660 + }, + { + "epoch": 1.2, + "learning_rate": 3.174594034319935e-05, + "loss": 0.2732, + "step": 3670 + }, + { + "epoch": 1.2, + "learning_rate": 3.168835655879305e-05, + "loss": 0.2353, + "step": 3680 + }, + { + "epoch": 1.21, + "learning_rate": 3.163077277438674e-05, + "loss": 0.284, + "step": 3690 + }, + { + "epoch": 1.21, + "learning_rate": 3.157318898998042e-05, + "loss": 0.4672, + "step": 3700 + }, + { + "epoch": 1.21, + "eval_accuracy": 0.8781344294548035, + "eval_loss": 0.3553983271121979, + "eval_runtime": 2899.2733, + "eval_samples_per_second": 4.223, + "eval_steps_per_second": 0.066, + "step": 3700 + }, + { + "epoch": 1.21, + "learning_rate": 3.151560520557411e-05, + "loss": 0.3399, + "step": 3710 + }, + { + "epoch": 1.22, + "learning_rate": 3.14580214211678e-05, + "loss": 0.1954, + "step": 3720 + }, + { + "epoch": 1.22, + "learning_rate": 3.140043763676149e-05, + "loss": 0.2319, + "step": 3730 + }, + { + "epoch": 1.22, + "learning_rate": 3.134285385235518e-05, + "loss": 0.2601, + "step": 3740 + }, + { + "epoch": 1.23, + "learning_rate": 3.128527006794887e-05, + "loss": 0.2089, + "step": 3750 + }, + { + "epoch": 1.23, + "eval_accuracy": 0.8892428278923035, + "eval_loss": 0.34623658657073975, + "eval_runtime": 2894.5359, + "eval_samples_per_second": 4.23, + "eval_steps_per_second": 0.066, + "step": 3750 + }, + { + "epoch": 1.23, + "learning_rate": 3.122768628354256e-05, + "loss": 0.3792, + "step": 3760 + }, + { + "epoch": 1.23, + "learning_rate": 3.117010249913624e-05, + "loss": 0.2881, + "step": 3770 + }, + { + "epoch": 1.23, + "learning_rate": 3.111251871472993e-05, + "loss": 0.2984, + "step": 3780 + }, + { + "epoch": 1.24, + "learning_rate": 3.105493493032362e-05, + "loss": 0.2787, + "step": 3790 + }, + { + "epoch": 1.24, + "learning_rate": 3.099735114591731e-05, + "loss": 0.2619, + "step": 3800 + }, + { + "epoch": 1.24, + "eval_accuracy": 0.8899779319763184, + "eval_loss": 0.27432918548583984, + "eval_runtime": 2916.9308, + "eval_samples_per_second": 4.197, + "eval_steps_per_second": 0.066, + "step": 3800 + }, + { + "epoch": 1.24, + "learning_rate": 3.0939767361511e-05, + "loss": 0.2945, + "step": 3810 + }, + { + "epoch": 1.25, + "learning_rate": 3.088218357710469e-05, + "loss": 0.2507, + "step": 3820 + }, + { + "epoch": 1.25, + "learning_rate": 3.082459979269838e-05, + "loss": 0.2165, + "step": 3830 + }, + { + "epoch": 1.25, + "learning_rate": 3.076701600829207e-05, + "loss": 0.3021, + "step": 3840 + }, + { + "epoch": 1.26, + "learning_rate": 3.070943222388575e-05, + "loss": 0.2475, + "step": 3850 + }, + { + "epoch": 1.26, + "eval_accuracy": 0.8839336633682251, + "eval_loss": 0.33079230785369873, + "eval_runtime": 2924.5803, + "eval_samples_per_second": 4.186, + "eval_steps_per_second": 0.066, + "step": 3850 + }, + { + "epoch": 1.26, + "learning_rate": 3.065184843947944e-05, + "loss": 0.4076, + "step": 3860 + }, + { + "epoch": 1.26, + "learning_rate": 3.059426465507314e-05, + "loss": 0.3001, + "step": 3870 + }, + { + "epoch": 1.27, + "learning_rate": 3.053668087066682e-05, + "loss": 0.3737, + "step": 3880 + }, + { + "epoch": 1.27, + "learning_rate": 3.047909708626051e-05, + "loss": 0.3211, + "step": 3890 + }, + { + "epoch": 1.27, + "learning_rate": 3.04215133018542e-05, + "loss": 0.2555, + "step": 3900 + }, + { + "epoch": 1.27, + "eval_accuracy": 0.8938985466957092, + "eval_loss": 0.2678125202655792, + "eval_runtime": 3020.8478, + "eval_samples_per_second": 4.053, + "eval_steps_per_second": 0.064, + "step": 3900 + }, + { + "epoch": 1.28, + "learning_rate": 3.0363929517447886e-05, + "loss": 0.2218, + "step": 3910 + }, + { + "epoch": 1.28, + "learning_rate": 3.0306345733041575e-05, + "loss": 0.2281, + "step": 3920 + }, + { + "epoch": 1.28, + "learning_rate": 3.024876194863527e-05, + "loss": 0.2133, + "step": 3930 + }, + { + "epoch": 1.29, + "learning_rate": 3.0191178164228955e-05, + "loss": 0.3718, + "step": 3940 + }, + { + "epoch": 1.29, + "learning_rate": 3.0133594379822644e-05, + "loss": 0.3422, + "step": 3950 + }, + { + "epoch": 1.29, + "eval_accuracy": 0.8835252523422241, + "eval_loss": 0.3514479696750641, + "eval_runtime": 3121.751, + "eval_samples_per_second": 3.922, + "eval_steps_per_second": 0.062, + "step": 3950 + }, + { + "epoch": 1.29, + "learning_rate": 3.007601059541633e-05, + "loss": 0.2236, + "step": 3960 + }, + { + "epoch": 1.3, + "learning_rate": 3.001842681101002e-05, + "loss": 0.3787, + "step": 3970 + }, + { + "epoch": 1.3, + "learning_rate": 2.9960843026603706e-05, + "loss": 0.3707, + "step": 3980 + }, + { + "epoch": 1.3, + "learning_rate": 2.9903259242197403e-05, + "loss": 0.2872, + "step": 3990 + }, + { + "epoch": 1.31, + "learning_rate": 2.984567545779109e-05, + "loss": 0.4241, + "step": 4000 + }, + { + "epoch": 1.31, + "eval_accuracy": 0.8759291172027588, + "eval_loss": 0.3576194643974304, + "eval_runtime": 3025.1279, + "eval_samples_per_second": 4.047, + "eval_steps_per_second": 0.063, + "step": 4000 + }, + { + "epoch": 1.31, + "learning_rate": 2.978809167338478e-05, + "loss": 0.2719, + "step": 4010 + }, + { + "epoch": 1.31, + "learning_rate": 2.9730507888978465e-05, + "loss": 0.3052, + "step": 4020 + }, + { + "epoch": 1.32, + "learning_rate": 2.9672924104572154e-05, + "loss": 0.3074, + "step": 4030 + }, + { + "epoch": 1.32, + "learning_rate": 2.961534032016584e-05, + "loss": 0.2776, + "step": 4040 + }, + { + "epoch": 1.32, + "learning_rate": 2.9557756535759533e-05, + "loss": 0.2679, + "step": 4050 + }, + { + "epoch": 1.32, + "eval_accuracy": 0.892591655254364, + "eval_loss": 0.28911352157592773, + "eval_runtime": 3026.0398, + "eval_samples_per_second": 4.046, + "eval_steps_per_second": 0.063, + "step": 4050 + }, + { + "epoch": 1.33, + "learning_rate": 2.9500172751353223e-05, + "loss": 0.2663, + "step": 4060 + }, + { + "epoch": 1.33, + "learning_rate": 2.944258896694691e-05, + "loss": 0.2623, + "step": 4070 + }, + { + "epoch": 1.33, + "learning_rate": 2.93850051825406e-05, + "loss": 0.2172, + "step": 4080 + }, + { + "epoch": 1.34, + "learning_rate": 2.9327421398134285e-05, + "loss": 0.2142, + "step": 4090 + }, + { + "epoch": 1.34, + "learning_rate": 2.9269837613727974e-05, + "loss": 0.2927, + "step": 4100 + }, + { + "epoch": 1.34, + "eval_accuracy": 0.8939802050590515, + "eval_loss": 0.33391907811164856, + "eval_runtime": 3047.4975, + "eval_samples_per_second": 4.017, + "eval_steps_per_second": 0.063, + "step": 4100 + }, + { + "epoch": 1.34, + "learning_rate": 2.921225382932166e-05, + "loss": 0.1962, + "step": 4110 + }, + { + "epoch": 1.35, + "learning_rate": 2.9154670044915354e-05, + "loss": 0.3582, + "step": 4120 + }, + { + "epoch": 1.35, + "learning_rate": 2.9097086260509043e-05, + "loss": 0.5313, + "step": 4130 + }, + { + "epoch": 1.35, + "learning_rate": 2.9039502476102733e-05, + "loss": 0.2979, + "step": 4140 + }, + { + "epoch": 1.36, + "learning_rate": 2.898191869169642e-05, + "loss": 0.1658, + "step": 4150 + }, + { + "epoch": 1.36, + "eval_accuracy": 0.8950420618057251, + "eval_loss": 0.3208805024623871, + "eval_runtime": 3049.3637, + "eval_samples_per_second": 4.015, + "eval_steps_per_second": 0.063, + "step": 4150 + }, + { + "epoch": 1.36, + "learning_rate": 2.892433490729011e-05, + "loss": 0.3613, + "step": 4160 + }, + { + "epoch": 1.36, + "learning_rate": 2.8866751122883795e-05, + "loss": 0.229, + "step": 4170 + }, + { + "epoch": 1.37, + "learning_rate": 2.8809167338477488e-05, + "loss": 0.2697, + "step": 4180 + }, + { + "epoch": 1.37, + "learning_rate": 2.8751583554071177e-05, + "loss": 0.2549, + "step": 4190 + }, + { + "epoch": 1.37, + "learning_rate": 2.8693999769664864e-05, + "loss": 0.2813, + "step": 4200 + }, + { + "epoch": 1.37, + "eval_accuracy": 0.8891611695289612, + "eval_loss": 0.3334508538246155, + "eval_runtime": 2959.4164, + "eval_samples_per_second": 4.137, + "eval_steps_per_second": 0.065, + "step": 4200 + }, + { + "epoch": 1.38, + "learning_rate": 2.8636415985258553e-05, + "loss": 0.2688, + "step": 4210 + }, + { + "epoch": 1.38, + "learning_rate": 2.857883220085224e-05, + "loss": 0.2659, + "step": 4220 + }, + { + "epoch": 1.38, + "learning_rate": 2.852124841644593e-05, + "loss": 0.2095, + "step": 4230 + }, + { + "epoch": 1.39, + "learning_rate": 2.8463664632039622e-05, + "loss": 0.2683, + "step": 4240 + }, + { + "epoch": 1.39, + "learning_rate": 2.8406080847633308e-05, + "loss": 0.2146, + "step": 4250 + }, + { + "epoch": 1.39, + "eval_accuracy": 0.8797680139541626, + "eval_loss": 0.3393837809562683, + "eval_runtime": 2895.1322, + "eval_samples_per_second": 4.229, + "eval_steps_per_second": 0.066, + "step": 4250 + }, + { + "epoch": 1.39, + "learning_rate": 2.8348497063226998e-05, + "loss": 0.1797, + "step": 4260 + }, + { + "epoch": 1.39, + "learning_rate": 2.8290913278820684e-05, + "loss": 0.2529, + "step": 4270 + }, + { + "epoch": 1.4, + "learning_rate": 2.8233329494414374e-05, + "loss": 0.237, + "step": 4280 + }, + { + "epoch": 1.4, + "learning_rate": 2.817574571000806e-05, + "loss": 0.1763, + "step": 4290 + }, + { + "epoch": 1.4, + "learning_rate": 2.811816192560175e-05, + "loss": 0.3035, + "step": 4300 + }, + { + "epoch": 1.4, + "eval_accuracy": 0.8946336507797241, + "eval_loss": 0.300825297832489, + "eval_runtime": 2943.6237, + "eval_samples_per_second": 4.159, + "eval_steps_per_second": 0.065, + "step": 4300 + }, + { + "epoch": 1.41, + "learning_rate": 2.8060578141195442e-05, + "loss": 0.2886, + "step": 4310 + }, + { + "epoch": 1.41, + "learning_rate": 2.8002994356789132e-05, + "loss": 0.2885, + "step": 4320 + }, + { + "epoch": 1.41, + "learning_rate": 2.7945410572382818e-05, + "loss": 0.1489, + "step": 4330 + }, + { + "epoch": 1.42, + "learning_rate": 2.7887826787976508e-05, + "loss": 0.3775, + "step": 4340 + }, + { + "epoch": 1.42, + "learning_rate": 2.7830243003570194e-05, + "loss": 0.2093, + "step": 4350 + }, + { + "epoch": 1.42, + "eval_accuracy": 0.8903863430023193, + "eval_loss": 0.3052256405353546, + "eval_runtime": 2954.2408, + "eval_samples_per_second": 4.144, + "eval_steps_per_second": 0.065, + "step": 4350 + }, + { + "epoch": 1.42, + "learning_rate": 2.7772659219163884e-05, + "loss": 0.3467, + "step": 4360 + }, + { + "epoch": 1.43, + "learning_rate": 2.7715075434757577e-05, + "loss": 0.1922, + "step": 4370 + }, + { + "epoch": 1.43, + "learning_rate": 2.7657491650351263e-05, + "loss": 0.1993, + "step": 4380 + }, + { + "epoch": 1.43, + "learning_rate": 2.7599907865944952e-05, + "loss": 0.2085, + "step": 4390 + }, + { + "epoch": 1.44, + "learning_rate": 2.754232408153864e-05, + "loss": 0.2988, + "step": 4400 + }, + { + "epoch": 1.44, + "eval_accuracy": 0.8940619230270386, + "eval_loss": 0.3122096061706543, + "eval_runtime": 3120.6357, + "eval_samples_per_second": 3.923, + "eval_steps_per_second": 0.062, + "step": 4400 + }, + { + "epoch": 1.44, + "learning_rate": 2.7484740297132328e-05, + "loss": 0.3208, + "step": 4410 + }, + { + "epoch": 1.44, + "learning_rate": 2.7427156512726014e-05, + "loss": 0.1466, + "step": 4420 + }, + { + "epoch": 1.45, + "learning_rate": 2.7369572728319707e-05, + "loss": 0.4314, + "step": 4430 + }, + { + "epoch": 1.45, + "learning_rate": 2.7311988943913397e-05, + "loss": 0.3066, + "step": 4440 + }, + { + "epoch": 1.45, + "learning_rate": 2.7254405159507087e-05, + "loss": 0.2778, + "step": 4450 + }, + { + "epoch": 1.45, + "eval_accuracy": 0.8876092433929443, + "eval_loss": 0.3001978099346161, + "eval_runtime": 3122.4892, + "eval_samples_per_second": 3.921, + "eval_steps_per_second": 0.061, + "step": 4450 + }, + { + "epoch": 1.46, + "learning_rate": 2.7196821375100773e-05, + "loss": 0.3345, + "step": 4460 + }, + { + "epoch": 1.46, + "learning_rate": 2.7139237590694462e-05, + "loss": 0.2502, + "step": 4470 + }, + { + "epoch": 1.46, + "learning_rate": 2.708165380628815e-05, + "loss": 0.2756, + "step": 4480 + }, + { + "epoch": 1.47, + "learning_rate": 2.702407002188184e-05, + "loss": 0.2278, + "step": 4490 + }, + { + "epoch": 1.47, + "learning_rate": 2.696648623747553e-05, + "loss": 0.2852, + "step": 4500 + }, + { + "epoch": 1.47, + "eval_accuracy": 0.8934901356697083, + "eval_loss": 0.28812864422798157, + "eval_runtime": 3109.2546, + "eval_samples_per_second": 3.938, + "eval_steps_per_second": 0.062, + "step": 4500 + }, + { + "epoch": 1.47, + "learning_rate": 2.6908902453069217e-05, + "loss": 0.2484, + "step": 4510 + }, + { + "epoch": 1.48, + "learning_rate": 2.6851318668662907e-05, + "loss": 0.2932, + "step": 4520 + }, + { + "epoch": 1.48, + "learning_rate": 2.6793734884256593e-05, + "loss": 0.3673, + "step": 4530 + }, + { + "epoch": 1.48, + "learning_rate": 2.6736151099850283e-05, + "loss": 0.2133, + "step": 4540 + }, + { + "epoch": 1.49, + "learning_rate": 2.667856731544397e-05, + "loss": 0.2544, + "step": 4550 + }, + { + "epoch": 1.49, + "eval_accuracy": 0.8926733732223511, + "eval_loss": 0.28385019302368164, + "eval_runtime": 2905.8678, + "eval_samples_per_second": 4.213, + "eval_steps_per_second": 0.066, + "step": 4550 + }, + { + "epoch": 1.49, + "learning_rate": 2.6620983531037662e-05, + "loss": 0.2157, + "step": 4560 + }, + { + "epoch": 1.49, + "learning_rate": 2.656339974663135e-05, + "loss": 0.3033, + "step": 4570 + }, + { + "epoch": 1.5, + "learning_rate": 2.6505815962225038e-05, + "loss": 0.2199, + "step": 4580 + }, + { + "epoch": 1.5, + "learning_rate": 2.6448232177818727e-05, + "loss": 0.2694, + "step": 4590 + }, + { + "epoch": 1.5, + "learning_rate": 2.6390648393412413e-05, + "loss": 0.2696, + "step": 4600 + }, + { + "epoch": 1.5, + "eval_accuracy": 0.8880176544189453, + "eval_loss": 0.285013347864151, + "eval_runtime": 2911.0552, + "eval_samples_per_second": 4.206, + "eval_steps_per_second": 0.066, + "step": 4600 + }, + { + "epoch": 1.51, + "learning_rate": 2.6333064609006103e-05, + "loss": 0.3933, + "step": 4610 + }, + { + "epoch": 1.51, + "learning_rate": 2.6275480824599796e-05, + "loss": 0.2221, + "step": 4620 + }, + { + "epoch": 1.51, + "learning_rate": 2.6217897040193486e-05, + "loss": 0.3228, + "step": 4630 + }, + { + "epoch": 1.52, + "learning_rate": 2.6160313255787172e-05, + "loss": 0.2925, + "step": 4640 + }, + { + "epoch": 1.52, + "learning_rate": 2.610272947138086e-05, + "loss": 0.343, + "step": 4650 + }, + { + "epoch": 1.52, + "eval_accuracy": 0.8952054381370544, + "eval_loss": 0.289019376039505, + "eval_runtime": 2918.1534, + "eval_samples_per_second": 4.195, + "eval_steps_per_second": 0.066, + "step": 4650 + }, + { + "epoch": 1.52, + "learning_rate": 2.6045145686974548e-05, + "loss": 0.315, + "step": 4660 + }, + { + "epoch": 1.53, + "learning_rate": 2.5987561902568237e-05, + "loss": 0.2391, + "step": 4670 + }, + { + "epoch": 1.53, + "learning_rate": 2.592997811816193e-05, + "loss": 0.1955, + "step": 4680 + }, + { + "epoch": 1.53, + "learning_rate": 2.5872394333755616e-05, + "loss": 0.2877, + "step": 4690 + }, + { + "epoch": 1.54, + "learning_rate": 2.5814810549349306e-05, + "loss": 0.1999, + "step": 4700 + }, + { + "epoch": 1.54, + "eval_accuracy": 0.8983908891677856, + "eval_loss": 0.2899695336818695, + "eval_runtime": 2966.3751, + "eval_samples_per_second": 4.127, + "eval_steps_per_second": 0.065, + "step": 4700 + }, + { + "epoch": 1.54, + "learning_rate": 2.5757226764942992e-05, + "loss": 0.2439, + "step": 4710 + }, + { + "epoch": 1.54, + "learning_rate": 2.5699642980536682e-05, + "loss": 0.29, + "step": 4720 + }, + { + "epoch": 1.55, + "learning_rate": 2.5642059196130368e-05, + "loss": 0.227, + "step": 4730 + }, + { + "epoch": 1.55, + "learning_rate": 2.5584475411724058e-05, + "loss": 0.3447, + "step": 4740 + }, + { + "epoch": 1.55, + "learning_rate": 2.552689162731775e-05, + "loss": 0.1606, + "step": 4750 + }, + { + "epoch": 1.55, + "eval_accuracy": 0.8899779319763184, + "eval_loss": 0.31522202491760254, + "eval_runtime": 2914.7065, + "eval_samples_per_second": 4.2, + "eval_steps_per_second": 0.066, + "step": 4750 + }, + { + "epoch": 1.56, + "learning_rate": 2.5469307842911437e-05, + "loss": 0.2824, + "step": 4760 + }, + { + "epoch": 1.56, + "learning_rate": 2.5411724058505126e-05, + "loss": 0.2872, + "step": 4770 + }, + { + "epoch": 1.56, + "learning_rate": 2.5354140274098816e-05, + "loss": 0.1249, + "step": 4780 + }, + { + "epoch": 1.56, + "learning_rate": 2.5296556489692502e-05, + "loss": 0.2302, + "step": 4790 + }, + { + "epoch": 1.57, + "learning_rate": 2.5238972705286192e-05, + "loss": 0.2931, + "step": 4800 + }, + { + "epoch": 1.57, + "eval_accuracy": 0.8784611821174622, + "eval_loss": 0.3652476668357849, + "eval_runtime": 2910.9256, + "eval_samples_per_second": 4.206, + "eval_steps_per_second": 0.066, + "step": 4800 + }, + { + "epoch": 1.57, + "learning_rate": 2.5181388920879885e-05, + "loss": 0.2541, + "step": 4810 + }, + { + "epoch": 1.57, + "learning_rate": 2.512380513647357e-05, + "loss": 0.3191, + "step": 4820 + }, + { + "epoch": 1.58, + "learning_rate": 2.506622135206726e-05, + "loss": 0.2633, + "step": 4830 + }, + { + "epoch": 1.58, + "learning_rate": 2.5008637567660947e-05, + "loss": 0.2819, + "step": 4840 + }, + { + "epoch": 1.58, + "learning_rate": 2.4951053783254636e-05, + "loss": 0.2449, + "step": 4850 + }, + { + "epoch": 1.58, + "eval_accuracy": 0.8983908891677856, + "eval_loss": 0.2624811828136444, + "eval_runtime": 2898.1844, + "eval_samples_per_second": 4.224, + "eval_steps_per_second": 0.066, + "step": 4850 + }, + { + "epoch": 1.59, + "learning_rate": 2.4893469998848326e-05, + "loss": 0.1688, + "step": 4860 + }, + { + "epoch": 1.59, + "learning_rate": 2.4835886214442016e-05, + "loss": 0.2743, + "step": 4870 + }, + { + "epoch": 1.59, + "learning_rate": 2.4778302430035702e-05, + "loss": 0.2757, + "step": 4880 + }, + { + "epoch": 1.6, + "learning_rate": 2.472071864562939e-05, + "loss": 0.2341, + "step": 4890 + }, + { + "epoch": 1.6, + "learning_rate": 2.466313486122308e-05, + "loss": 0.1984, + "step": 4900 + }, + { + "epoch": 1.6, + "eval_accuracy": 0.8992077112197876, + "eval_loss": 0.2779299020767212, + "eval_runtime": 2931.606, + "eval_samples_per_second": 4.176, + "eval_steps_per_second": 0.065, + "step": 4900 + }, + { + "epoch": 1.6, + "learning_rate": 2.4605551076816767e-05, + "loss": 0.2568, + "step": 4910 + }, + { + "epoch": 1.61, + "learning_rate": 2.454796729241046e-05, + "loss": 0.2987, + "step": 4920 + }, + { + "epoch": 1.61, + "learning_rate": 2.4490383508004146e-05, + "loss": 0.2404, + "step": 4930 + }, + { + "epoch": 1.61, + "learning_rate": 2.4432799723597836e-05, + "loss": 0.326, + "step": 4940 + }, + { + "epoch": 1.62, + "learning_rate": 2.4375215939191525e-05, + "loss": 0.2954, + "step": 4950 + }, + { + "epoch": 1.62, + "eval_accuracy": 0.8992893695831299, + "eval_loss": 0.2730477452278137, + "eval_runtime": 2995.6287, + "eval_samples_per_second": 4.087, + "eval_steps_per_second": 0.064, + "step": 4950 + }, + { + "epoch": 1.62, + "learning_rate": 2.4317632154785215e-05, + "loss": 0.2491, + "step": 4960 + }, + { + "epoch": 1.62, + "learning_rate": 2.42600483703789e-05, + "loss": 0.2666, + "step": 4970 + }, + { + "epoch": 1.63, + "learning_rate": 2.420246458597259e-05, + "loss": 0.2994, + "step": 4980 + }, + { + "epoch": 1.63, + "learning_rate": 2.414488080156628e-05, + "loss": 0.2328, + "step": 4990 + }, + { + "epoch": 1.63, + "learning_rate": 2.4087297017159967e-05, + "loss": 0.213, + "step": 5000 + }, + { + "epoch": 1.63, + "eval_accuracy": 0.8965939879417419, + "eval_loss": 0.29905205965042114, + "eval_runtime": 2889.7678, + "eval_samples_per_second": 4.237, + "eval_steps_per_second": 0.066, + "step": 5000 + }, + { + "epoch": 1.64, + "learning_rate": 2.402971323275366e-05, + "loss": 0.3081, + "step": 5010 + }, + { + "epoch": 1.64, + "learning_rate": 2.3972129448347346e-05, + "loss": 0.3024, + "step": 5020 + }, + { + "epoch": 1.64, + "learning_rate": 2.3914545663941035e-05, + "loss": 0.1831, + "step": 5030 + }, + { + "epoch": 1.65, + "learning_rate": 2.3856961879534725e-05, + "loss": 0.3269, + "step": 5040 + }, + { + "epoch": 1.65, + "learning_rate": 2.3799378095128415e-05, + "loss": 0.2451, + "step": 5050 + }, + { + "epoch": 1.65, + "eval_accuracy": 0.898145854473114, + "eval_loss": 0.3344215154647827, + "eval_runtime": 2870.5816, + "eval_samples_per_second": 4.265, + "eval_steps_per_second": 0.067, + "step": 5050 + }, + { + "epoch": 1.65, + "learning_rate": 2.37417943107221e-05, + "loss": 0.2023, + "step": 5060 + }, + { + "epoch": 1.66, + "learning_rate": 2.368421052631579e-05, + "loss": 0.3063, + "step": 5070 + }, + { + "epoch": 1.66, + "learning_rate": 2.362662674190948e-05, + "loss": 0.3241, + "step": 5080 + }, + { + "epoch": 1.66, + "learning_rate": 2.356904295750317e-05, + "loss": 0.2943, + "step": 5090 + }, + { + "epoch": 1.67, + "learning_rate": 2.3511459173096856e-05, + "loss": 0.3022, + "step": 5100 + }, + { + "epoch": 1.67, + "eval_accuracy": 0.8949604034423828, + "eval_loss": 0.2846279740333557, + "eval_runtime": 2901.6913, + "eval_samples_per_second": 4.219, + "eval_steps_per_second": 0.066, + "step": 5100 + }, + { + "epoch": 1.67, + "learning_rate": 2.3453875388690545e-05, + "loss": 0.2632, + "step": 5110 + }, + { + "epoch": 1.67, + "learning_rate": 2.3396291604284235e-05, + "loss": 0.2458, + "step": 5120 + }, + { + "epoch": 1.68, + "learning_rate": 2.333870781987792e-05, + "loss": 0.2831, + "step": 5130 + }, + { + "epoch": 1.68, + "learning_rate": 2.3281124035471614e-05, + "loss": 0.2299, + "step": 5140 + }, + { + "epoch": 1.68, + "learning_rate": 2.32235402510653e-05, + "loss": 0.1725, + "step": 5150 + }, + { + "epoch": 1.68, + "eval_accuracy": 0.8927550315856934, + "eval_loss": 0.339284747838974, + "eval_runtime": 2881.5176, + "eval_samples_per_second": 4.249, + "eval_steps_per_second": 0.067, + "step": 5150 + }, + { + "epoch": 1.69, + "learning_rate": 2.316595646665899e-05, + "loss": 0.165, + "step": 5160 + }, + { + "epoch": 1.69, + "learning_rate": 2.310837268225268e-05, + "loss": 0.3811, + "step": 5170 + }, + { + "epoch": 1.69, + "learning_rate": 2.305078889784637e-05, + "loss": 0.2255, + "step": 5180 + }, + { + "epoch": 1.7, + "learning_rate": 2.2993205113440055e-05, + "loss": 0.2664, + "step": 5190 + }, + { + "epoch": 1.7, + "learning_rate": 2.2935621329033745e-05, + "loss": 0.2801, + "step": 5200 + }, + { + "epoch": 1.7, + "eval_accuracy": 0.9001878499984741, + "eval_loss": 0.261701375246048, + "eval_runtime": 2890.3977, + "eval_samples_per_second": 4.236, + "eval_steps_per_second": 0.066, + "step": 5200 + }, + { + "epoch": 1.7, + "learning_rate": 2.2878037544627435e-05, + "loss": 0.2242, + "step": 5210 + }, + { + "epoch": 1.71, + "learning_rate": 2.282045376022112e-05, + "loss": 0.2252, + "step": 5220 + }, + { + "epoch": 1.71, + "learning_rate": 2.2762869975814814e-05, + "loss": 0.2854, + "step": 5230 + }, + { + "epoch": 1.71, + "learning_rate": 2.27052861914085e-05, + "loss": 0.2086, + "step": 5240 + }, + { + "epoch": 1.72, + "learning_rate": 2.264770240700219e-05, + "loss": 0.2925, + "step": 5250 + }, + { + "epoch": 1.72, + "eval_accuracy": 0.8987993001937866, + "eval_loss": 0.30346158146858215, + "eval_runtime": 2875.143, + "eval_samples_per_second": 4.258, + "eval_steps_per_second": 0.067, + "step": 5250 + }, + { + "epoch": 1.72, + "learning_rate": 2.259011862259588e-05, + "loss": 0.2909, + "step": 5260 + }, + { + "epoch": 1.72, + "learning_rate": 2.253253483818957e-05, + "loss": 0.2984, + "step": 5270 + }, + { + "epoch": 1.72, + "learning_rate": 2.2474951053783255e-05, + "loss": 0.2474, + "step": 5280 + }, + { + "epoch": 1.73, + "learning_rate": 2.2417367269376945e-05, + "loss": 0.1422, + "step": 5290 + }, + { + "epoch": 1.73, + "learning_rate": 2.2359783484970634e-05, + "loss": 0.3178, + "step": 5300 + }, + { + "epoch": 1.73, + "eval_accuracy": 0.898554265499115, + "eval_loss": 0.3339698910713196, + "eval_runtime": 2886.0568, + "eval_samples_per_second": 4.242, + "eval_steps_per_second": 0.067, + "step": 5300 + }, + { + "epoch": 1.73, + "learning_rate": 2.230219970056432e-05, + "loss": 0.2817, + "step": 5310 + }, + { + "epoch": 1.74, + "learning_rate": 2.224461591615801e-05, + "loss": 0.1896, + "step": 5320 + }, + { + "epoch": 1.74, + "learning_rate": 2.21870321317517e-05, + "loss": 0.1787, + "step": 5330 + }, + { + "epoch": 1.74, + "learning_rate": 2.212944834734539e-05, + "loss": 0.344, + "step": 5340 + }, + { + "epoch": 1.75, + "learning_rate": 2.2071864562939075e-05, + "loss": 0.2909, + "step": 5350 + }, + { + "epoch": 1.75, + "eval_accuracy": 0.898554265499115, + "eval_loss": 0.3080793023109436, + "eval_runtime": 2867.0175, + "eval_samples_per_second": 4.27, + "eval_steps_per_second": 0.067, + "step": 5350 + }, + { + "epoch": 1.75, + "learning_rate": 2.2014280778532768e-05, + "loss": 0.3911, + "step": 5360 + }, + { + "epoch": 1.75, + "learning_rate": 2.1956696994126454e-05, + "loss": 0.2377, + "step": 5370 + }, + { + "epoch": 1.76, + "learning_rate": 2.1899113209720144e-05, + "loss": 0.3122, + "step": 5380 + }, + { + "epoch": 1.76, + "learning_rate": 2.1841529425313834e-05, + "loss": 0.2893, + "step": 5390 + }, + { + "epoch": 1.76, + "learning_rate": 2.178394564090752e-05, + "loss": 0.2247, + "step": 5400 + }, + { + "epoch": 1.76, + "eval_accuracy": 0.900922954082489, + "eval_loss": 0.2840961217880249, + "eval_runtime": 2863.4685, + "eval_samples_per_second": 4.276, + "eval_steps_per_second": 0.067, + "step": 5400 + }, + { + "epoch": 1.77, + "learning_rate": 2.172636185650121e-05, + "loss": 0.1947, + "step": 5410 + }, + { + "epoch": 1.77, + "learning_rate": 2.16687780720949e-05, + "loss": 0.24, + "step": 5420 + }, + { + "epoch": 1.77, + "learning_rate": 2.161119428768859e-05, + "loss": 0.4273, + "step": 5430 + }, + { + "epoch": 1.78, + "learning_rate": 2.1553610503282275e-05, + "loss": 0.148, + "step": 5440 + }, + { + "epoch": 1.78, + "learning_rate": 2.1496026718875968e-05, + "loss": 0.2023, + "step": 5450 + }, + { + "epoch": 1.78, + "eval_accuracy": 0.9002695679664612, + "eval_loss": 0.2983114421367645, + "eval_runtime": 2872.2543, + "eval_samples_per_second": 4.263, + "eval_steps_per_second": 0.067, + "step": 5450 + }, + { + "epoch": 1.78, + "learning_rate": 2.1438442934469654e-05, + "loss": 0.2521, + "step": 5460 + }, + { + "epoch": 1.79, + "learning_rate": 2.1380859150063344e-05, + "loss": 0.2531, + "step": 5470 + }, + { + "epoch": 1.79, + "learning_rate": 2.1323275365657033e-05, + "loss": 0.3155, + "step": 5480 + }, + { + "epoch": 1.79, + "learning_rate": 2.1265691581250723e-05, + "loss": 0.2677, + "step": 5490 + }, + { + "epoch": 1.8, + "learning_rate": 2.120810779684441e-05, + "loss": 0.2107, + "step": 5500 + }, + { + "epoch": 1.8, + "eval_accuracy": 0.89577716588974, + "eval_loss": 0.31875815987586975, + "eval_runtime": 2853.814, + "eval_samples_per_second": 4.29, + "eval_steps_per_second": 0.067, + "step": 5500 + }, + { + "epoch": 1.8, + "learning_rate": 2.11505240124381e-05, + "loss": 0.2495, + "step": 5510 + }, + { + "epoch": 1.8, + "learning_rate": 2.1092940228031788e-05, + "loss": 0.1656, + "step": 5520 + }, + { + "epoch": 1.81, + "learning_rate": 2.1035356443625474e-05, + "loss": 0.2836, + "step": 5530 + }, + { + "epoch": 1.81, + "learning_rate": 2.0977772659219164e-05, + "loss": 0.3072, + "step": 5540 + }, + { + "epoch": 1.81, + "learning_rate": 2.0920188874812854e-05, + "loss": 0.2074, + "step": 5550 + }, + { + "epoch": 1.81, + "eval_accuracy": 0.9019031524658203, + "eval_loss": 0.26809632778167725, + "eval_runtime": 2846.6005, + "eval_samples_per_second": 4.301, + "eval_steps_per_second": 0.067, + "step": 5550 + }, + { + "epoch": 1.82, + "learning_rate": 2.0862605090406543e-05, + "loss": 0.2032, + "step": 5560 + }, + { + "epoch": 1.82, + "learning_rate": 2.080502130600023e-05, + "loss": 0.205, + "step": 5570 + }, + { + "epoch": 1.82, + "learning_rate": 2.0747437521593922e-05, + "loss": 0.2309, + "step": 5580 + }, + { + "epoch": 1.83, + "learning_rate": 2.068985373718761e-05, + "loss": 0.3076, + "step": 5590 + }, + { + "epoch": 1.83, + "learning_rate": 2.0632269952781298e-05, + "loss": 0.2089, + "step": 5600 + }, + { + "epoch": 1.83, + "eval_accuracy": 0.9031283259391785, + "eval_loss": 0.27018752694129944, + "eval_runtime": 2917.6978, + "eval_samples_per_second": 4.196, + "eval_steps_per_second": 0.066, + "step": 5600 + }, + { + "epoch": 1.83, + "learning_rate": 2.0574686168374988e-05, + "loss": 0.2181, + "step": 5610 + }, + { + "epoch": 1.84, + "learning_rate": 2.0517102383968674e-05, + "loss": 0.2765, + "step": 5620 + }, + { + "epoch": 1.84, + "learning_rate": 2.0459518599562364e-05, + "loss": 0.1267, + "step": 5630 + }, + { + "epoch": 1.84, + "learning_rate": 2.0401934815156053e-05, + "loss": 0.3208, + "step": 5640 + }, + { + "epoch": 1.85, + "learning_rate": 2.0344351030749743e-05, + "loss": 0.2785, + "step": 5650 + }, + { + "epoch": 1.85, + "eval_accuracy": 0.8988810181617737, + "eval_loss": 0.31067556142807007, + "eval_runtime": 2879.816, + "eval_samples_per_second": 4.251, + "eval_steps_per_second": 0.067, + "step": 5650 + }, + { + "epoch": 1.85, + "learning_rate": 2.028676724634343e-05, + "loss": 0.1782, + "step": 5660 + }, + { + "epoch": 1.85, + "learning_rate": 2.0229183461937122e-05, + "loss": 0.2338, + "step": 5670 + }, + { + "epoch": 1.86, + "learning_rate": 2.0171599677530808e-05, + "loss": 0.2991, + "step": 5680 + }, + { + "epoch": 1.86, + "learning_rate": 2.0114015893124498e-05, + "loss": 0.3224, + "step": 5690 + }, + { + "epoch": 1.86, + "learning_rate": 2.0056432108718187e-05, + "loss": 0.2416, + "step": 5700 + }, + { + "epoch": 1.86, + "eval_accuracy": 0.8996977806091309, + "eval_loss": 0.28742799162864685, + "eval_runtime": 2868.7203, + "eval_samples_per_second": 4.268, + "eval_steps_per_second": 0.067, + "step": 5700 + }, + { + "epoch": 1.87, + "learning_rate": 1.9998848324311874e-05, + "loss": 0.2502, + "step": 5710 + }, + { + "epoch": 1.87, + "learning_rate": 1.9941264539905563e-05, + "loss": 0.2489, + "step": 5720 + }, + { + "epoch": 1.87, + "learning_rate": 1.9883680755499253e-05, + "loss": 0.2386, + "step": 5730 + }, + { + "epoch": 1.88, + "learning_rate": 1.9826096971092942e-05, + "loss": 0.2654, + "step": 5740 + }, + { + "epoch": 1.88, + "learning_rate": 1.976851318668663e-05, + "loss": 0.1684, + "step": 5750 + }, + { + "epoch": 1.88, + "eval_accuracy": 0.9012497067451477, + "eval_loss": 0.30475884675979614, + "eval_runtime": 2876.0701, + "eval_samples_per_second": 4.257, + "eval_steps_per_second": 0.067, + "step": 5750 + }, + { + "epoch": 1.88, + "learning_rate": 1.9710929402280318e-05, + "loss": 0.3422, + "step": 5760 + }, + { + "epoch": 1.89, + "learning_rate": 1.9653345617874008e-05, + "loss": 0.2296, + "step": 5770 + }, + { + "epoch": 1.89, + "learning_rate": 1.9595761833467697e-05, + "loss": 0.3785, + "step": 5780 + }, + { + "epoch": 1.89, + "learning_rate": 1.9538178049061383e-05, + "loss": 0.2553, + "step": 5790 + }, + { + "epoch": 1.89, + "learning_rate": 1.9480594264655076e-05, + "loss": 0.2557, + "step": 5800 + }, + { + "epoch": 1.89, + "eval_accuracy": 0.9028832912445068, + "eval_loss": 0.26270949840545654, + "eval_runtime": 2881.7997, + "eval_samples_per_second": 4.248, + "eval_steps_per_second": 0.067, + "step": 5800 + }, + { + "epoch": 1.9, + "learning_rate": 1.9423010480248763e-05, + "loss": 0.1637, + "step": 5810 + }, + { + "epoch": 1.9, + "learning_rate": 1.9365426695842452e-05, + "loss": 0.3039, + "step": 5820 + }, + { + "epoch": 1.9, + "learning_rate": 1.9307842911436142e-05, + "loss": 0.2283, + "step": 5830 + }, + { + "epoch": 1.91, + "learning_rate": 1.9250259127029828e-05, + "loss": 0.2509, + "step": 5840 + }, + { + "epoch": 1.91, + "learning_rate": 1.9192675342623518e-05, + "loss": 0.2598, + "step": 5850 + }, + { + "epoch": 1.91, + "eval_accuracy": 0.8999428153038025, + "eval_loss": 0.26313936710357666, + "eval_runtime": 2904.1486, + "eval_samples_per_second": 4.216, + "eval_steps_per_second": 0.066, + "step": 5850 + }, + { + "epoch": 1.91, + "learning_rate": 1.9135091558217207e-05, + "loss": 0.2911, + "step": 5860 + }, + { + "epoch": 1.92, + "learning_rate": 1.9077507773810897e-05, + "loss": 0.1678, + "step": 5870 + }, + { + "epoch": 1.92, + "learning_rate": 1.9019923989404583e-05, + "loss": 0.2472, + "step": 5880 + }, + { + "epoch": 1.92, + "learning_rate": 1.8962340204998276e-05, + "loss": 0.2314, + "step": 5890 + }, + { + "epoch": 1.93, + "learning_rate": 1.8904756420591962e-05, + "loss": 0.2912, + "step": 5900 + }, + { + "epoch": 1.93, + "eval_accuracy": 0.8992893695831299, + "eval_loss": 0.26787182688713074, + "eval_runtime": 2904.0893, + "eval_samples_per_second": 4.216, + "eval_steps_per_second": 0.066, + "step": 5900 + }, + { + "epoch": 1.93, + "learning_rate": 1.8847172636185652e-05, + "loss": 0.2041, + "step": 5910 + }, + { + "epoch": 1.93, + "learning_rate": 1.878958885177934e-05, + "loss": 0.3211, + "step": 5920 + }, + { + "epoch": 1.94, + "learning_rate": 1.8732005067373028e-05, + "loss": 0.1922, + "step": 5930 + }, + { + "epoch": 1.94, + "learning_rate": 1.8674421282966717e-05, + "loss": 0.2857, + "step": 5940 + }, + { + "epoch": 1.94, + "learning_rate": 1.8616837498560403e-05, + "loss": 0.2408, + "step": 5950 + }, + { + "epoch": 1.94, + "eval_accuracy": 0.9022298455238342, + "eval_loss": 0.25954896211624146, + "eval_runtime": 2892.6055, + "eval_samples_per_second": 4.233, + "eval_steps_per_second": 0.066, + "step": 5950 + }, + { + "epoch": 1.95, + "learning_rate": 1.8559253714154096e-05, + "loss": 0.2656, + "step": 5960 + }, + { + "epoch": 1.95, + "learning_rate": 1.8501669929747783e-05, + "loss": 0.2583, + "step": 5970 + }, + { + "epoch": 1.95, + "learning_rate": 1.8444086145341472e-05, + "loss": 0.3119, + "step": 5980 + }, + { + "epoch": 1.96, + "learning_rate": 1.8386502360935162e-05, + "loss": 0.1984, + "step": 5990 + }, + { + "epoch": 1.96, + "learning_rate": 1.832891857652885e-05, + "loss": 0.1835, + "step": 6000 + }, + { + "epoch": 1.96, + "eval_accuracy": 0.9010863304138184, + "eval_loss": 0.2831316888332367, + "eval_runtime": 2891.4361, + "eval_samples_per_second": 4.234, + "eval_steps_per_second": 0.066, + "step": 6000 + } + ], + "max_steps": 9183, + "num_train_epochs": 3, + "total_flos": 2.525681953717248e+16, + "trial_name": null, + "trial_params": null +}