{ "best_metric": null, "best_model_checkpoint": null, "epoch": 99.99602649006623, "global_step": 18800, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.53, "learning_rate": 4.950000000000001e-06, "loss": 13.7083, "step": 100 }, { "epoch": 1.06, "learning_rate": 9.950000000000001e-06, "loss": 5.8958, "step": 200 }, { "epoch": 1.59, "learning_rate": 1.4950000000000001e-05, "loss": 4.115, "step": 300 }, { "epoch": 2.13, "learning_rate": 1.995e-05, "loss": 3.6068, "step": 400 }, { "epoch": 2.66, "learning_rate": 2.495e-05, "loss": 3.2892, "step": 500 }, { "epoch": 2.66, "eval_loss": 3.241530179977417, "eval_runtime": 149.1051, "eval_samples_per_second": 18.403, "eval_steps_per_second": 2.3, "eval_wer": 1.0, "step": 500 }, { "epoch": 3.19, "learning_rate": 2.995e-05, "loss": 3.2316, "step": 600 }, { "epoch": 3.72, "learning_rate": 3.495e-05, "loss": 3.1529, "step": 700 }, { "epoch": 4.25, "learning_rate": 3.995e-05, "loss": 3.1279, "step": 800 }, { "epoch": 4.78, "learning_rate": 4.495e-05, "loss": 3.0647, "step": 900 }, { "epoch": 5.32, "learning_rate": 4.995e-05, "loss": 2.9206, "step": 1000 }, { "epoch": 5.32, "eval_loss": 2.4381155967712402, "eval_runtime": 158.7474, "eval_samples_per_second": 17.285, "eval_steps_per_second": 2.161, "eval_wer": 1.0055832685002974, "step": 1000 }, { "epoch": 5.85, "learning_rate": 5.495e-05, "loss": 2.2804, "step": 1100 }, { "epoch": 6.38, "learning_rate": 5.995000000000001e-05, "loss": 1.8138, "step": 1200 }, { "epoch": 6.91, "learning_rate": 6.49e-05, "loss": 1.6251, "step": 1300 }, { "epoch": 7.45, "learning_rate": 6.99e-05, "loss": 1.5483, "step": 1400 }, { "epoch": 7.97, "learning_rate": 7.49e-05, "loss": 1.4909, "step": 1500 }, { "epoch": 7.97, "eval_loss": 0.5427731275558472, "eval_runtime": 150.2181, "eval_samples_per_second": 18.267, "eval_steps_per_second": 2.283, "eval_wer": 0.6704956294906411, "step": 1500 }, { "epoch": 8.51, "learning_rate": 7.99e-05, "loss": 1.4577, "step": 1600 }, { "epoch": 9.04, "learning_rate": 8.49e-05, "loss": 1.4197, "step": 1700 }, { "epoch": 9.57, "learning_rate": 8.985e-05, "loss": 1.3877, "step": 1800 }, { "epoch": 10.11, "learning_rate": 9.485e-05, "loss": 1.3704, "step": 1900 }, { "epoch": 10.64, "learning_rate": 9.985000000000001e-05, "loss": 1.3395, "step": 2000 }, { "epoch": 10.64, "eval_loss": 0.4207160472869873, "eval_runtime": 153.5378, "eval_samples_per_second": 17.872, "eval_steps_per_second": 2.234, "eval_wer": 0.5995148963434168, "step": 2000 }, { "epoch": 11.17, "learning_rate": 9.942261904761904e-05, "loss": 1.3349, "step": 2100 }, { "epoch": 11.7, "learning_rate": 9.882738095238095e-05, "loss": 1.3064, "step": 2200 }, { "epoch": 12.23, "learning_rate": 9.823214285714287e-05, "loss": 1.3132, "step": 2300 }, { "epoch": 12.76, "learning_rate": 9.763690476190477e-05, "loss": 1.2813, "step": 2400 }, { "epoch": 13.3, "learning_rate": 9.704166666666668e-05, "loss": 1.2718, "step": 2500 }, { "epoch": 13.3, "eval_loss": 0.37430423498153687, "eval_runtime": 148.1352, "eval_samples_per_second": 18.524, "eval_steps_per_second": 2.315, "eval_wer": 0.5648254084481259, "step": 2500 }, { "epoch": 13.83, "learning_rate": 9.644642857142857e-05, "loss": 1.247, "step": 2600 }, { "epoch": 14.36, "learning_rate": 9.585119047619047e-05, "loss": 1.2446, "step": 2700 }, { "epoch": 14.89, "learning_rate": 9.525595238095239e-05, "loss": 1.2404, "step": 2800 }, { "epoch": 15.42, "learning_rate": 9.46607142857143e-05, "loss": 1.234, "step": 2900 }, { "epoch": 15.95, "learning_rate": 9.40654761904762e-05, "loss": 1.1798, "step": 3000 }, { "epoch": 15.95, "eval_loss": 0.32250717282295227, "eval_runtime": 150.8327, "eval_samples_per_second": 18.192, "eval_steps_per_second": 2.274, "eval_wer": 0.4927005629032996, "step": 3000 }, { "epoch": 16.49, "learning_rate": 9.34702380952381e-05, "loss": 1.1849, "step": 3100 }, { "epoch": 17.02, "learning_rate": 9.2875e-05, "loss": 1.1931, "step": 3200 }, { "epoch": 17.55, "learning_rate": 9.227976190476191e-05, "loss": 1.1628, "step": 3300 }, { "epoch": 18.08, "learning_rate": 9.168452380952382e-05, "loss": 1.1743, "step": 3400 }, { "epoch": 18.61, "learning_rate": 9.108928571428572e-05, "loss": 1.1392, "step": 3500 }, { "epoch": 18.61, "eval_loss": 0.3096984922885895, "eval_runtime": 151.6787, "eval_samples_per_second": 18.091, "eval_steps_per_second": 2.261, "eval_wer": 0.4626790535902247, "step": 3500 }, { "epoch": 19.15, "learning_rate": 9.049404761904763e-05, "loss": 1.1458, "step": 3600 }, { "epoch": 19.68, "learning_rate": 8.989880952380953e-05, "loss": 1.1323, "step": 3700 }, { "epoch": 20.21, "learning_rate": 8.930357142857143e-05, "loss": 1.1293, "step": 3800 }, { "epoch": 20.74, "learning_rate": 8.870833333333334e-05, "loss": 1.1179, "step": 3900 }, { "epoch": 21.28, "learning_rate": 8.811309523809524e-05, "loss": 1.1143, "step": 4000 }, { "epoch": 21.28, "eval_loss": 0.29957136511802673, "eval_runtime": 147.8067, "eval_samples_per_second": 18.565, "eval_steps_per_second": 2.321, "eval_wer": 0.450459933183836, "step": 4000 }, { "epoch": 21.81, "learning_rate": 8.751785714285715e-05, "loss": 1.1121, "step": 4100 }, { "epoch": 22.34, "learning_rate": 8.692261904761905e-05, "loss": 1.1049, "step": 4200 }, { "epoch": 22.87, "learning_rate": 8.632738095238096e-05, "loss": 1.092, "step": 4300 }, { "epoch": 23.4, "learning_rate": 8.573214285714286e-05, "loss": 1.0936, "step": 4400 }, { "epoch": 23.93, "learning_rate": 8.513690476190477e-05, "loss": 1.0923, "step": 4500 }, { "epoch": 23.93, "eval_loss": 0.2841183543205261, "eval_runtime": 145.4218, "eval_samples_per_second": 18.869, "eval_steps_per_second": 2.359, "eval_wer": 0.4229097066495813, "step": 4500 }, { "epoch": 24.47, "learning_rate": 8.454166666666667e-05, "loss": 1.0748, "step": 4600 }, { "epoch": 25.0, "learning_rate": 8.395238095238095e-05, "loss": 1.0786, "step": 4700 }, { "epoch": 25.53, "learning_rate": 8.335714285714286e-05, "loss": 1.0685, "step": 4800 }, { "epoch": 26.06, "learning_rate": 8.276190476190476e-05, "loss": 1.0681, "step": 4900 }, { "epoch": 26.59, "learning_rate": 8.216666666666667e-05, "loss": 1.0516, "step": 5000 }, { "epoch": 26.59, "eval_loss": 0.2705024182796478, "eval_runtime": 156.97, "eval_samples_per_second": 17.481, "eval_steps_per_second": 2.185, "eval_wer": 0.4113312891858496, "step": 5000 }, { "epoch": 27.13, "learning_rate": 8.157142857142857e-05, "loss": 1.0631, "step": 5100 }, { "epoch": 27.66, "learning_rate": 8.097619047619049e-05, "loss": 1.0438, "step": 5200 }, { "epoch": 28.19, "learning_rate": 8.03809523809524e-05, "loss": 1.0437, "step": 5300 }, { "epoch": 28.72, "learning_rate": 7.978571428571429e-05, "loss": 1.0334, "step": 5400 }, { "epoch": 29.25, "learning_rate": 7.919047619047619e-05, "loss": 1.051, "step": 5500 }, { "epoch": 29.25, "eval_loss": 0.26215311884880066, "eval_runtime": 149.1886, "eval_samples_per_second": 18.393, "eval_steps_per_second": 2.299, "eval_wer": 0.4078074230012356, "step": 5500 }, { "epoch": 29.78, "learning_rate": 7.85952380952381e-05, "loss": 1.0209, "step": 5600 }, { "epoch": 30.32, "learning_rate": 7.800000000000001e-05, "loss": 1.0393, "step": 5700 }, { "epoch": 30.85, "learning_rate": 7.740476190476192e-05, "loss": 1.0175, "step": 5800 }, { "epoch": 31.38, "learning_rate": 7.680952380952381e-05, "loss": 1.0208, "step": 5900 }, { "epoch": 31.91, "learning_rate": 7.621428571428571e-05, "loss": 1.021, "step": 6000 }, { "epoch": 31.91, "eval_loss": 0.26111042499542236, "eval_runtime": 144.8158, "eval_samples_per_second": 18.948, "eval_steps_per_second": 2.369, "eval_wer": 0.40085121962381587, "step": 6000 }, { "epoch": 32.45, "learning_rate": 7.561904761904762e-05, "loss": 1.0091, "step": 6100 }, { "epoch": 32.97, "learning_rate": 7.502380952380953e-05, "loss": 1.0007, "step": 6200 }, { "epoch": 33.51, "learning_rate": 7.442857142857144e-05, "loss": 1.0141, "step": 6300 }, { "epoch": 34.04, "learning_rate": 7.383333333333333e-05, "loss": 1.0072, "step": 6400 }, { "epoch": 34.57, "learning_rate": 7.323809523809523e-05, "loss": 0.9886, "step": 6500 }, { "epoch": 34.57, "eval_loss": 0.24984091520309448, "eval_runtime": 146.0157, "eval_samples_per_second": 18.792, "eval_steps_per_second": 2.349, "eval_wer": 0.3920644364102329, "step": 6500 }, { "epoch": 35.11, "learning_rate": 7.264285714285715e-05, "loss": 0.9955, "step": 6600 }, { "epoch": 35.64, "learning_rate": 7.205357142857144e-05, "loss": 0.9811, "step": 6700 }, { "epoch": 36.17, "learning_rate": 7.145833333333334e-05, "loss": 0.987, "step": 6800 }, { "epoch": 36.7, "learning_rate": 7.086309523809524e-05, "loss": 0.9776, "step": 6900 }, { "epoch": 37.23, "learning_rate": 7.026785714285714e-05, "loss": 0.984, "step": 7000 }, { "epoch": 37.23, "eval_loss": 0.25214260816574097, "eval_runtime": 151.9558, "eval_samples_per_second": 18.058, "eval_steps_per_second": 2.257, "eval_wer": 0.38446753009015605, "step": 7000 }, { "epoch": 37.76, "learning_rate": 6.967261904761905e-05, "loss": 0.98, "step": 7100 }, { "epoch": 38.3, "learning_rate": 6.907738095238096e-05, "loss": 0.9762, "step": 7200 }, { "epoch": 38.83, "learning_rate": 6.848214285714286e-05, "loss": 0.9601, "step": 7300 }, { "epoch": 39.36, "learning_rate": 6.788690476190477e-05, "loss": 0.9633, "step": 7400 }, { "epoch": 39.89, "learning_rate": 6.729166666666667e-05, "loss": 0.9631, "step": 7500 }, { "epoch": 39.89, "eval_loss": 0.24125833809375763, "eval_runtime": 185.0035, "eval_samples_per_second": 14.832, "eval_steps_per_second": 1.854, "eval_wer": 0.3790673195734749, "step": 7500 }, { "epoch": 40.42, "learning_rate": 6.669642857142858e-05, "loss": 0.9653, "step": 7600 }, { "epoch": 40.95, "learning_rate": 6.610119047619048e-05, "loss": 0.9482, "step": 7700 }, { "epoch": 41.49, "learning_rate": 6.550595238095238e-05, "loss": 0.9547, "step": 7800 }, { "epoch": 42.02, "learning_rate": 6.491071428571429e-05, "loss": 0.9635, "step": 7900 }, { "epoch": 42.55, "learning_rate": 6.432142857142857e-05, "loss": 0.9353, "step": 8000 }, { "epoch": 42.55, "eval_loss": 0.23913756012916565, "eval_runtime": 145.0257, "eval_samples_per_second": 18.921, "eval_steps_per_second": 2.365, "eval_wer": 0.3611734016749806, "step": 8000 }, { "epoch": 43.08, "learning_rate": 6.372619047619049e-05, "loss": 0.9484, "step": 8100 }, { "epoch": 43.61, "learning_rate": 6.313095238095238e-05, "loss": 0.933, "step": 8200 }, { "epoch": 44.15, "learning_rate": 6.253571428571429e-05, "loss": 0.9315, "step": 8300 }, { "epoch": 44.68, "learning_rate": 6.194047619047619e-05, "loss": 0.9337, "step": 8400 }, { "epoch": 45.21, "learning_rate": 6.13452380952381e-05, "loss": 0.922, "step": 8500 }, { "epoch": 45.21, "eval_loss": 0.2362910658121109, "eval_runtime": 152.2446, "eval_samples_per_second": 18.024, "eval_steps_per_second": 2.253, "eval_wer": 0.3570545970436136, "step": 8500 }, { "epoch": 45.74, "learning_rate": 6.0750000000000006e-05, "loss": 0.9274, "step": 8600 }, { "epoch": 46.28, "learning_rate": 6.0154761904761904e-05, "loss": 0.9243, "step": 8700 }, { "epoch": 46.81, "learning_rate": 5.955952380952381e-05, "loss": 0.9148, "step": 8800 }, { "epoch": 47.34, "learning_rate": 5.896428571428572e-05, "loss": 0.9309, "step": 8900 }, { "epoch": 47.87, "learning_rate": 5.8369047619047624e-05, "loss": 0.9116, "step": 9000 }, { "epoch": 47.87, "eval_loss": 0.2284734547138214, "eval_runtime": 145.6764, "eval_samples_per_second": 18.836, "eval_steps_per_second": 2.355, "eval_wer": 0.366756670175278, "step": 9000 }, { "epoch": 48.4, "learning_rate": 5.777380952380953e-05, "loss": 0.908, "step": 9100 }, { "epoch": 48.93, "learning_rate": 5.7178571428571426e-05, "loss": 0.9045, "step": 9200 }, { "epoch": 49.47, "learning_rate": 5.658333333333333e-05, "loss": 0.9069, "step": 9300 }, { "epoch": 50.0, "learning_rate": 5.598809523809524e-05, "loss": 0.886, "step": 9400 }, { "epoch": 50.53, "learning_rate": 5.539285714285715e-05, "loss": 0.8951, "step": 9500 }, { "epoch": 50.53, "eval_loss": 0.22562462091445923, "eval_runtime": 146.467, "eval_samples_per_second": 18.735, "eval_steps_per_second": 2.342, "eval_wer": 0.3729348771223285, "step": 9500 }, { "epoch": 51.06, "learning_rate": 5.479761904761905e-05, "loss": 0.9011, "step": 9600 }, { "epoch": 51.59, "learning_rate": 5.420238095238096e-05, "loss": 0.8858, "step": 9700 }, { "epoch": 52.13, "learning_rate": 5.360714285714285e-05, "loss": 0.8955, "step": 9800 }, { "epoch": 52.66, "learning_rate": 5.3011904761904765e-05, "loss": 0.8747, "step": 9900 }, { "epoch": 53.19, "learning_rate": 5.241666666666667e-05, "loss": 0.8865, "step": 10000 }, { "epoch": 53.19, "eval_loss": 0.22283457219600677, "eval_runtime": 147.1995, "eval_samples_per_second": 18.641, "eval_steps_per_second": 2.33, "eval_wer": 0.3663447897121413, "step": 10000 }, { "epoch": 53.72, "learning_rate": 5.1821428571428574e-05, "loss": 0.8671, "step": 10100 }, { "epoch": 54.25, "learning_rate": 5.1226190476190485e-05, "loss": 0.8771, "step": 10200 }, { "epoch": 54.78, "learning_rate": 5.063690476190477e-05, "loss": 0.8777, "step": 10300 }, { "epoch": 55.32, "learning_rate": 5.0041666666666666e-05, "loss": 0.8805, "step": 10400 }, { "epoch": 55.85, "learning_rate": 4.944642857142857e-05, "loss": 0.8792, "step": 10500 }, { "epoch": 55.85, "eval_loss": 0.22211238741874695, "eval_runtime": 149.6455, "eval_samples_per_second": 18.337, "eval_steps_per_second": 2.292, "eval_wer": 0.3656125577776761, "step": 10500 }, { "epoch": 56.38, "learning_rate": 4.885119047619048e-05, "loss": 0.8805, "step": 10600 }, { "epoch": 56.91, "learning_rate": 4.8255952380952386e-05, "loss": 0.8653, "step": 10700 }, { "epoch": 57.45, "learning_rate": 4.7660714285714284e-05, "loss": 0.8749, "step": 10800 }, { "epoch": 57.97, "learning_rate": 4.7065476190476195e-05, "loss": 0.8713, "step": 10900 }, { "epoch": 58.51, "learning_rate": 4.64702380952381e-05, "loss": 0.8682, "step": 11000 }, { "epoch": 58.51, "eval_loss": 0.22277939319610596, "eval_runtime": 153.8771, "eval_samples_per_second": 17.832, "eval_steps_per_second": 2.229, "eval_wer": 0.3322960047595076, "step": 11000 }, { "epoch": 59.04, "learning_rate": 4.5875000000000004e-05, "loss": 0.8556, "step": 11100 }, { "epoch": 59.57, "learning_rate": 4.528571428571429e-05, "loss": 0.8508, "step": 11200 }, { "epoch": 60.11, "learning_rate": 4.469047619047619e-05, "loss": 0.8594, "step": 11300 }, { "epoch": 60.64, "learning_rate": 4.4095238095238096e-05, "loss": 0.8441, "step": 11400 }, { "epoch": 61.17, "learning_rate": 4.35e-05, "loss": 0.8492, "step": 11500 }, { "epoch": 61.17, "eval_loss": 0.2166604995727539, "eval_runtime": 147.2191, "eval_samples_per_second": 18.639, "eval_steps_per_second": 2.33, "eval_wer": 0.3446066541577045, "step": 11500 }, { "epoch": 61.7, "learning_rate": 4.290476190476191e-05, "loss": 0.8353, "step": 11600 }, { "epoch": 62.23, "learning_rate": 4.230952380952381e-05, "loss": 0.8407, "step": 11700 }, { "epoch": 62.76, "learning_rate": 4.1714285714285714e-05, "loss": 0.8335, "step": 11800 }, { "epoch": 63.3, "learning_rate": 4.1119047619047625e-05, "loss": 0.8596, "step": 11900 }, { "epoch": 63.83, "learning_rate": 4.052380952380952e-05, "loss": 0.8365, "step": 12000 }, { "epoch": 63.83, "eval_loss": 0.21556589007377625, "eval_runtime": 144.6076, "eval_samples_per_second": 18.975, "eval_steps_per_second": 2.372, "eval_wer": 0.33211294677589126, "step": 12000 }, { "epoch": 64.36, "learning_rate": 3.9928571428571434e-05, "loss": 0.8412, "step": 12100 }, { "epoch": 64.89, "learning_rate": 3.933333333333333e-05, "loss": 0.8301, "step": 12200 }, { "epoch": 65.42, "learning_rate": 3.873809523809524e-05, "loss": 0.8283, "step": 12300 }, { "epoch": 65.95, "learning_rate": 3.814285714285715e-05, "loss": 0.8257, "step": 12400 }, { "epoch": 66.49, "learning_rate": 3.7547619047619045e-05, "loss": 0.8298, "step": 12500 }, { "epoch": 66.49, "eval_loss": 0.21417230367660522, "eval_runtime": 151.8253, "eval_samples_per_second": 18.073, "eval_steps_per_second": 2.259, "eval_wer": 0.3400302045672967, "step": 12500 }, { "epoch": 67.02, "learning_rate": 3.6952380952380956e-05, "loss": 0.834, "step": 12600 }, { "epoch": 67.55, "learning_rate": 3.6357142857142854e-05, "loss": 0.8155, "step": 12700 }, { "epoch": 68.08, "learning_rate": 3.5761904761904765e-05, "loss": 0.8157, "step": 12800 }, { "epoch": 68.61, "learning_rate": 3.516666666666667e-05, "loss": 0.8027, "step": 12900 }, { "epoch": 69.15, "learning_rate": 3.4571428571428574e-05, "loss": 0.808, "step": 13000 }, { "epoch": 69.15, "eval_loss": 0.20793649554252625, "eval_runtime": 147.4919, "eval_samples_per_second": 18.604, "eval_steps_per_second": 2.326, "eval_wer": 0.31476820282824586, "step": 13000 }, { "epoch": 69.68, "learning_rate": 3.397619047619048e-05, "loss": 0.807, "step": 13100 }, { "epoch": 70.21, "learning_rate": 3.338095238095238e-05, "loss": 0.8164, "step": 13200 }, { "epoch": 70.74, "learning_rate": 3.278571428571429e-05, "loss": 0.7979, "step": 13300 }, { "epoch": 71.28, "learning_rate": 3.219047619047619e-05, "loss": 0.815, "step": 13400 }, { "epoch": 71.81, "learning_rate": 3.15952380952381e-05, "loss": 0.7999, "step": 13500 }, { "epoch": 71.81, "eval_loss": 0.21165262162685394, "eval_runtime": 145.5259, "eval_samples_per_second": 18.856, "eval_steps_per_second": 2.357, "eval_wer": 0.32254816713193907, "step": 13500 }, { "epoch": 72.34, "learning_rate": 3.1e-05, "loss": 0.8143, "step": 13600 }, { "epoch": 72.87, "learning_rate": 3.040476190476191e-05, "loss": 0.7952, "step": 13700 }, { "epoch": 73.4, "learning_rate": 2.980952380952381e-05, "loss": 0.8075, "step": 13800 }, { "epoch": 73.93, "learning_rate": 2.9214285714285715e-05, "loss": 0.8021, "step": 13900 }, { "epoch": 74.47, "learning_rate": 2.8619047619047623e-05, "loss": 0.7871, "step": 14000 }, { "epoch": 74.47, "eval_loss": 0.2087966501712799, "eval_runtime": 154.8982, "eval_samples_per_second": 17.715, "eval_steps_per_second": 2.214, "eval_wer": 0.31742254359068234, "step": 14000 }, { "epoch": 75.0, "learning_rate": 2.8023809523809524e-05, "loss": 0.7898, "step": 14100 }, { "epoch": 75.53, "learning_rate": 2.742857142857143e-05, "loss": 0.7972, "step": 14200 }, { "epoch": 76.06, "learning_rate": 2.6833333333333333e-05, "loss": 0.801, "step": 14300 }, { "epoch": 76.59, "learning_rate": 2.623809523809524e-05, "loss": 0.786, "step": 14400 }, { "epoch": 77.13, "learning_rate": 2.5642857142857145e-05, "loss": 0.7858, "step": 14500 }, { "epoch": 77.13, "eval_loss": 0.2059505730867386, "eval_runtime": 147.0151, "eval_samples_per_second": 18.665, "eval_steps_per_second": 2.333, "eval_wer": 0.3008100315775022, "step": 14500 }, { "epoch": 77.66, "learning_rate": 2.5047619047619046e-05, "loss": 0.7753, "step": 14600 }, { "epoch": 78.19, "learning_rate": 2.4452380952380954e-05, "loss": 0.7794, "step": 14700 }, { "epoch": 78.72, "learning_rate": 2.385714285714286e-05, "loss": 0.7775, "step": 14800 }, { "epoch": 79.25, "learning_rate": 2.3261904761904763e-05, "loss": 0.7753, "step": 14900 }, { "epoch": 79.78, "learning_rate": 2.2666666666666668e-05, "loss": 0.7764, "step": 15000 }, { "epoch": 79.78, "eval_loss": 0.2128456085920334, "eval_runtime": 150.2974, "eval_samples_per_second": 18.257, "eval_steps_per_second": 2.282, "eval_wer": 0.3145851448446295, "step": 15000 }, { "epoch": 80.32, "learning_rate": 2.2071428571428572e-05, "loss": 0.7847, "step": 15100 }, { "epoch": 80.85, "learning_rate": 2.1476190476190477e-05, "loss": 0.774, "step": 15200 }, { "epoch": 81.38, "learning_rate": 2.0886904761904763e-05, "loss": 0.7739, "step": 15300 }, { "epoch": 81.91, "learning_rate": 2.0291666666666667e-05, "loss": 0.7579, "step": 15400 }, { "epoch": 82.45, "learning_rate": 1.9696428571428572e-05, "loss": 0.7684, "step": 15500 }, { "epoch": 82.45, "eval_loss": 0.20856936275959015, "eval_runtime": 149.2381, "eval_samples_per_second": 18.387, "eval_steps_per_second": 2.298, "eval_wer": 0.31005445975012585, "step": 15500 }, { "epoch": 82.97, "learning_rate": 1.9101190476190476e-05, "loss": 0.7584, "step": 15600 }, { "epoch": 83.51, "learning_rate": 1.850595238095238e-05, "loss": 0.7653, "step": 15700 }, { "epoch": 84.04, "learning_rate": 1.7910714285714285e-05, "loss": 0.7628, "step": 15800 }, { "epoch": 84.57, "learning_rate": 1.731547619047619e-05, "loss": 0.76, "step": 15900 }, { "epoch": 85.11, "learning_rate": 1.6720238095238098e-05, "loss": 0.7717, "step": 16000 }, { "epoch": 85.11, "eval_loss": 0.20475880801677704, "eval_runtime": 151.8607, "eval_samples_per_second": 18.069, "eval_steps_per_second": 2.259, "eval_wer": 0.3068509450368404, "step": 16000 }, { "epoch": 85.64, "learning_rate": 1.6125000000000002e-05, "loss": 0.7459, "step": 16100 }, { "epoch": 86.17, "learning_rate": 1.5529761904761907e-05, "loss": 0.7561, "step": 16200 }, { "epoch": 86.7, "learning_rate": 1.493452380952381e-05, "loss": 0.7457, "step": 16300 }, { "epoch": 87.23, "learning_rate": 1.4339285714285716e-05, "loss": 0.7599, "step": 16400 }, { "epoch": 87.76, "learning_rate": 1.374404761904762e-05, "loss": 0.7435, "step": 16500 }, { "epoch": 87.76, "eval_loss": 0.20274706184864044, "eval_runtime": 146.6164, "eval_samples_per_second": 18.716, "eval_steps_per_second": 2.339, "eval_wer": 0.3054780101597181, "step": 16500 }, { "epoch": 88.3, "learning_rate": 1.3148809523809525e-05, "loss": 0.7519, "step": 16600 }, { "epoch": 88.83, "learning_rate": 1.255357142857143e-05, "loss": 0.7483, "step": 16700 }, { "epoch": 89.36, "learning_rate": 1.1958333333333334e-05, "loss": 0.7483, "step": 16800 }, { "epoch": 89.89, "learning_rate": 1.1363095238095238e-05, "loss": 0.7353, "step": 16900 }, { "epoch": 90.42, "learning_rate": 1.0767857142857143e-05, "loss": 0.7378, "step": 17000 }, { "epoch": 90.42, "eval_loss": 0.20591045916080475, "eval_runtime": 153.244, "eval_samples_per_second": 17.906, "eval_steps_per_second": 2.238, "eval_wer": 0.29925403871676354, "step": 17000 }, { "epoch": 90.95, "learning_rate": 1.0172619047619047e-05, "loss": 0.7383, "step": 17100 }, { "epoch": 91.49, "learning_rate": 9.577380952380953e-06, "loss": 0.7466, "step": 17200 }, { "epoch": 92.02, "learning_rate": 8.982142857142856e-06, "loss": 0.7377, "step": 17300 }, { "epoch": 92.55, "learning_rate": 8.386904761904762e-06, "loss": 0.7369, "step": 17400 }, { "epoch": 93.08, "learning_rate": 7.791666666666667e-06, "loss": 0.7406, "step": 17500 }, { "epoch": 93.08, "eval_loss": 0.2040216028690338, "eval_runtime": 148.029, "eval_samples_per_second": 18.537, "eval_steps_per_second": 2.317, "eval_wer": 0.2966454624502311, "step": 17500 }, { "epoch": 93.61, "learning_rate": 7.2023809523809524e-06, "loss": 0.7348, "step": 17600 }, { "epoch": 94.15, "learning_rate": 6.613095238095239e-06, "loss": 0.7356, "step": 17700 }, { "epoch": 94.68, "learning_rate": 6.017857142857143e-06, "loss": 0.7305, "step": 17800 }, { "epoch": 95.21, "learning_rate": 5.422619047619048e-06, "loss": 0.741, "step": 17900 }, { "epoch": 95.74, "learning_rate": 4.827380952380952e-06, "loss": 0.7361, "step": 18000 }, { "epoch": 95.74, "eval_loss": 0.20563913881778717, "eval_runtime": 145.4837, "eval_samples_per_second": 18.861, "eval_steps_per_second": 2.358, "eval_wer": 0.30003203514713284, "step": 18000 }, { "epoch": 96.28, "learning_rate": 4.232142857142858e-06, "loss": 0.7359, "step": 18100 }, { "epoch": 96.81, "learning_rate": 3.636904761904762e-06, "loss": 0.7246, "step": 18200 }, { "epoch": 97.34, "learning_rate": 3.041666666666667e-06, "loss": 0.7353, "step": 18300 }, { "epoch": 97.87, "learning_rate": 2.4464285714285715e-06, "loss": 0.7305, "step": 18400 }, { "epoch": 98.4, "learning_rate": 1.8511904761904762e-06, "loss": 0.7379, "step": 18500 }, { "epoch": 98.4, "eval_loss": 0.20308499038219452, "eval_runtime": 146.2002, "eval_samples_per_second": 18.769, "eval_steps_per_second": 2.346, "eval_wer": 0.29756075236831264, "step": 18500 }, { "epoch": 98.93, "learning_rate": 1.2559523809523812e-06, "loss": 0.724, "step": 18600 }, { "epoch": 99.47, "learning_rate": 6.607142857142858e-07, "loss": 0.7339, "step": 18700 }, { "epoch": 100.0, "learning_rate": 6.547619047619047e-08, "loss": 0.7277, "step": 18800 }, { "epoch": 100.0, "step": 18800, "total_flos": 1.0789860816574084e+20, "train_loss": 1.1418190615227881, "train_runtime": 52190.9896, "train_samples_per_second": 11.561, "train_steps_per_second": 0.36 } ], "max_steps": 18800, "num_train_epochs": 100, "total_flos": 1.0789860816574084e+20, "trial_name": null, "trial_params": null }