{ "best_metric": 9.778974739970282, "best_model_checkpoint": "./checkpoint-9000", "epoch": 705.7647058823529, "global_step": 12000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 2.78, "learning_rate": 5.0453611334320685e-06, "loss": 0.6804, "step": 25 }, { "epoch": 5.56, "learning_rate": 6.229195710491767e-06, "loss": 0.1847, "step": 50 }, { "epoch": 8.33, "learning_rate": 6.903829450223392e-06, "loss": 0.0821, "step": 75 }, { "epoch": 11.11, "learning_rate": 7.377725845391017e-06, "loss": 0.0485, "step": 100 }, { "epoch": 13.89, "learning_rate": 7.743343231239583e-06, "loss": 0.0432, "step": 125 }, { "epoch": 16.67, "learning_rate": 8.041073861170494e-06, "loss": 0.0328, "step": 150 }, { "epoch": 19.44, "learning_rate": 8.292222957399574e-06, "loss": 0.0291, "step": 175 }, { "epoch": 22.22, "learning_rate": 8.509413541357755e-06, "loss": 0.0298, "step": 200 }, { "epoch": 25.0, "learning_rate": 8.700744577655557e-06, "loss": 0.0269, "step": 225 }, { "epoch": 27.78, "learning_rate": 8.871723942761204e-06, "loss": 0.0272, "step": 250 }, { "epoch": 30.56, "learning_rate": 9.026267958246849e-06, "loss": 0.027, "step": 275 }, { "epoch": 33.33, "learning_rate": 9.16726106663399e-06, "loss": 0.0213, "step": 300 }, { "epoch": 36.11, "learning_rate": 9.296889251455016e-06, "loss": 0.0215, "step": 325 }, { "epoch": 38.89, "learning_rate": 9.416848797368692e-06, "loss": 0.0195, "step": 350 }, { "epoch": 41.67, "learning_rate": 9.528482449516371e-06, "loss": 0.0167, "step": 375 }, { "epoch": 44.44, "learning_rate": 9.632871309784314e-06, "loss": 0.0184, "step": 400 }, { "epoch": 47.22, "learning_rate": 9.73089868785391e-06, "loss": 0.0159, "step": 425 }, { "epoch": 50.0, "learning_rate": 9.823295589572114e-06, "loss": 0.0172, "step": 450 }, { "epoch": 52.78, "learning_rate": 9.910673836465484e-06, "loss": 0.0123, "step": 475 }, { "epoch": 55.56, "learning_rate": 9.993550644973805e-06, "loss": 0.0144, "step": 500 }, { "epoch": 58.33, "learning_rate": 9.951111111111111e-06, "loss": 0.0135, "step": 525 }, { "epoch": 61.11, "learning_rate": 9.895555555555557e-06, "loss": 0.0128, "step": 550 }, { "epoch": 63.89, "learning_rate": 9.84e-06, "loss": 0.0115, "step": 575 }, { "epoch": 66.67, "learning_rate": 9.784444444444445e-06, "loss": 0.0105, "step": 600 }, { "epoch": 69.44, "learning_rate": 9.72888888888889e-06, "loss": 0.0104, "step": 625 }, { "epoch": 72.22, "learning_rate": 9.673333333333334e-06, "loss": 0.0087, "step": 650 }, { "epoch": 75.0, "learning_rate": 9.617777777777778e-06, "loss": 0.0091, "step": 675 }, { "epoch": 77.78, "learning_rate": 9.562222222222223e-06, "loss": 0.0085, "step": 700 }, { "epoch": 80.56, "learning_rate": 9.506666666666667e-06, "loss": 0.011, "step": 725 }, { "epoch": 83.33, "learning_rate": 9.451111111111112e-06, "loss": 0.0117, "step": 750 }, { "epoch": 86.11, "learning_rate": 9.395555555555556e-06, "loss": 0.0088, "step": 775 }, { "epoch": 88.89, "learning_rate": 9.340000000000002e-06, "loss": 0.0077, "step": 800 }, { "epoch": 91.67, "learning_rate": 9.284444444444444e-06, "loss": 0.0091, "step": 825 }, { "epoch": 94.44, "learning_rate": 9.22888888888889e-06, "loss": 0.0067, "step": 850 }, { "epoch": 97.22, "learning_rate": 9.173333333333334e-06, "loss": 0.0082, "step": 875 }, { "epoch": 100.0, "learning_rate": 9.117777777777778e-06, "loss": 0.0055, "step": 900 }, { "epoch": 102.78, "learning_rate": 9.062222222222224e-06, "loss": 0.0077, "step": 925 }, { "epoch": 105.56, "learning_rate": 9.006666666666666e-06, "loss": 0.0055, "step": 950 }, { "epoch": 108.33, "learning_rate": 8.951111111111112e-06, "loss": 0.005, "step": 975 }, { "epoch": 111.11, "learning_rate": 8.895555555555556e-06, "loss": 0.0066, "step": 1000 }, { "epoch": 111.11, "eval_loss": 0.2357177734375, "eval_runtime": 64.7785, "eval_samples_per_second": 2.022, "eval_steps_per_second": 0.139, "eval_wer": 23.044096728307252, "step": 1000 }, { "epoch": 113.89, "learning_rate": 8.844444444444445e-06, "loss": 0.0057, "step": 1025 }, { "epoch": 116.67, "learning_rate": 8.788888888888891e-06, "loss": 0.0096, "step": 1050 }, { "epoch": 119.44, "learning_rate": 8.733333333333333e-06, "loss": 0.0063, "step": 1075 }, { "epoch": 122.22, "learning_rate": 8.677777777777779e-06, "loss": 0.0069, "step": 1100 }, { "epoch": 125.0, "learning_rate": 8.622222222222223e-06, "loss": 0.0069, "step": 1125 }, { "epoch": 127.78, "learning_rate": 8.566666666666667e-06, "loss": 0.0046, "step": 1150 }, { "epoch": 130.56, "learning_rate": 8.511111111111113e-06, "loss": 0.0051, "step": 1175 }, { "epoch": 133.33, "learning_rate": 8.455555555555555e-06, "loss": 0.0055, "step": 1200 }, { "epoch": 136.11, "learning_rate": 8.400000000000001e-06, "loss": 0.0042, "step": 1225 }, { "epoch": 138.89, "learning_rate": 8.344444444444445e-06, "loss": 0.0042, "step": 1250 }, { "epoch": 141.67, "learning_rate": 8.288888888888889e-06, "loss": 0.005, "step": 1275 }, { "epoch": 144.44, "learning_rate": 8.233333333333335e-06, "loss": 0.0054, "step": 1300 }, { "epoch": 147.22, "learning_rate": 8.177777777777779e-06, "loss": 0.0052, "step": 1325 }, { "epoch": 150.0, "learning_rate": 8.122222222222223e-06, "loss": 0.0057, "step": 1350 }, { "epoch": 152.78, "learning_rate": 8.066666666666667e-06, "loss": 0.0039, "step": 1375 }, { "epoch": 155.56, "learning_rate": 8.011111111111113e-06, "loss": 0.0032, "step": 1400 }, { "epoch": 158.33, "learning_rate": 7.955555555555557e-06, "loss": 0.0034, "step": 1425 }, { "epoch": 161.11, "learning_rate": 7.902222222222223e-06, "loss": 0.0068, "step": 1450 }, { "epoch": 163.89, "learning_rate": 7.846666666666667e-06, "loss": 0.0034, "step": 1475 }, { "epoch": 166.67, "learning_rate": 7.791111111111111e-06, "loss": 0.0026, "step": 1500 }, { "epoch": 169.44, "learning_rate": 7.735555555555557e-06, "loss": 0.0036, "step": 1525 }, { "epoch": 172.22, "learning_rate": 7.680000000000001e-06, "loss": 0.0033, "step": 1550 }, { "epoch": 175.0, "learning_rate": 7.624444444444445e-06, "loss": 0.0021, "step": 1575 }, { "epoch": 177.78, "learning_rate": 7.56888888888889e-06, "loss": 0.0033, "step": 1600 }, { "epoch": 180.56, "learning_rate": 7.513333333333334e-06, "loss": 0.0037, "step": 1625 }, { "epoch": 183.33, "learning_rate": 7.457777777777778e-06, "loss": 0.0032, "step": 1650 }, { "epoch": 186.11, "learning_rate": 7.402222222222223e-06, "loss": 0.0037, "step": 1675 }, { "epoch": 188.89, "learning_rate": 7.346666666666668e-06, "loss": 0.0022, "step": 1700 }, { "epoch": 191.67, "learning_rate": 7.291111111111112e-06, "loss": 0.0024, "step": 1725 }, { "epoch": 194.44, "learning_rate": 7.235555555555556e-06, "loss": 0.0026, "step": 1750 }, { "epoch": 197.22, "learning_rate": 7.180000000000001e-06, "loss": 0.0022, "step": 1775 }, { "epoch": 200.0, "learning_rate": 7.124444444444445e-06, "loss": 0.0026, "step": 1800 }, { "epoch": 202.78, "learning_rate": 7.06888888888889e-06, "loss": 0.0032, "step": 1825 }, { "epoch": 205.56, "learning_rate": 7.0133333333333345e-06, "loss": 0.0033, "step": 1850 }, { "epoch": 208.33, "learning_rate": 6.9577777777777785e-06, "loss": 0.0027, "step": 1875 }, { "epoch": 211.11, "learning_rate": 6.902222222222223e-06, "loss": 0.0043, "step": 1900 }, { "epoch": 213.89, "learning_rate": 6.846666666666667e-06, "loss": 0.0028, "step": 1925 }, { "epoch": 216.67, "learning_rate": 6.7911111111111115e-06, "loss": 0.0012, "step": 1950 }, { "epoch": 219.44, "learning_rate": 6.735555555555556e-06, "loss": 0.0015, "step": 1975 }, { "epoch": 222.22, "learning_rate": 6.680000000000001e-06, "loss": 0.0024, "step": 2000 }, { "epoch": 222.22, "eval_loss": 0.2607421875, "eval_runtime": 57.0802, "eval_samples_per_second": 2.295, "eval_steps_per_second": 0.158, "eval_wer": 19.665718349928877, "step": 2000 }, { "epoch": 225.0, "learning_rate": 6.6244444444444445e-06, "loss": 0.0029, "step": 2025 }, { "epoch": 227.78, "learning_rate": 6.568888888888889e-06, "loss": 0.0021, "step": 2050 }, { "epoch": 230.56, "learning_rate": 6.513333333333333e-06, "loss": 0.0022, "step": 2075 }, { "epoch": 233.33, "learning_rate": 6.457777777777778e-06, "loss": 0.0022, "step": 2100 }, { "epoch": 236.11, "learning_rate": 6.402222222222223e-06, "loss": 0.0011, "step": 2125 }, { "epoch": 238.89, "learning_rate": 6.346666666666668e-06, "loss": 0.0026, "step": 2150 }, { "epoch": 241.67, "learning_rate": 6.291111111111111e-06, "loss": 0.0021, "step": 2175 }, { "epoch": 244.44, "learning_rate": 6.235555555555556e-06, "loss": 0.0016, "step": 2200 }, { "epoch": 247.22, "learning_rate": 6.18e-06, "loss": 0.0024, "step": 2225 }, { "epoch": 250.0, "learning_rate": 6.124444444444445e-06, "loss": 0.0046, "step": 2250 }, { "epoch": 252.78, "learning_rate": 6.06888888888889e-06, "loss": 0.0018, "step": 2275 }, { "epoch": 255.56, "learning_rate": 6.013333333333335e-06, "loss": 0.0012, "step": 2300 }, { "epoch": 258.33, "learning_rate": 5.957777777777778e-06, "loss": 0.0014, "step": 2325 }, { "epoch": 261.11, "learning_rate": 5.902222222222223e-06, "loss": 0.0007, "step": 2350 }, { "epoch": 263.89, "learning_rate": 5.846666666666667e-06, "loss": 0.0014, "step": 2375 }, { "epoch": 266.67, "learning_rate": 5.791111111111112e-06, "loss": 0.0009, "step": 2400 }, { "epoch": 269.44, "learning_rate": 5.735555555555557e-06, "loss": 0.0008, "step": 2425 }, { "epoch": 272.22, "learning_rate": 5.68e-06, "loss": 0.0028, "step": 2450 }, { "epoch": 275.0, "learning_rate": 5.624444444444445e-06, "loss": 0.002, "step": 2475 }, { "epoch": 277.78, "learning_rate": 5.56888888888889e-06, "loss": 0.0011, "step": 2500 }, { "epoch": 280.56, "learning_rate": 5.513333333333334e-06, "loss": 0.001, "step": 2525 }, { "epoch": 283.33, "learning_rate": 5.4577777777777785e-06, "loss": 0.0007, "step": 2550 }, { "epoch": 286.11, "learning_rate": 5.402222222222223e-06, "loss": 0.0007, "step": 2575 }, { "epoch": 288.89, "learning_rate": 5.346666666666667e-06, "loss": 0.0008, "step": 2600 }, { "epoch": 291.67, "learning_rate": 5.2911111111111115e-06, "loss": 0.0012, "step": 2625 }, { "epoch": 294.44, "learning_rate": 5.235555555555556e-06, "loss": 0.0016, "step": 2650 }, { "epoch": 297.22, "learning_rate": 5.18e-06, "loss": 0.0012, "step": 2675 }, { "epoch": 300.0, "learning_rate": 5.124444444444445e-06, "loss": 0.001, "step": 2700 }, { "epoch": 302.78, "learning_rate": 5.06888888888889e-06, "loss": 0.0012, "step": 2725 }, { "epoch": 305.56, "learning_rate": 5.013333333333333e-06, "loss": 0.001, "step": 2750 }, { "epoch": 308.33, "learning_rate": 4.957777777777778e-06, "loss": 0.0013, "step": 2775 }, { "epoch": 311.11, "learning_rate": 4.902222222222222e-06, "loss": 0.0015, "step": 2800 }, { "epoch": 313.89, "learning_rate": 4.846666666666667e-06, "loss": 0.0014, "step": 2825 }, { "epoch": 316.67, "learning_rate": 4.791111111111111e-06, "loss": 0.0007, "step": 2850 }, { "epoch": 319.44, "learning_rate": 4.735555555555556e-06, "loss": 0.0009, "step": 2875 }, { "epoch": 322.22, "learning_rate": 4.680000000000001e-06, "loss": 0.0021, "step": 2900 }, { "epoch": 325.0, "learning_rate": 4.624444444444445e-06, "loss": 0.0015, "step": 2925 }, { "epoch": 327.78, "learning_rate": 4.568888888888889e-06, "loss": 0.0012, "step": 2950 }, { "epoch": 330.56, "learning_rate": 4.513333333333333e-06, "loss": 0.0009, "step": 2975 }, { "epoch": 333.33, "learning_rate": 4.457777777777778e-06, "loss": 0.0011, "step": 3000 }, { "epoch": 333.33, "eval_loss": 0.277099609375, "eval_runtime": 58.1634, "eval_samples_per_second": 2.252, "eval_steps_per_second": 0.155, "eval_wer": 20.874822190611663, "step": 3000 }, { "epoch": 177.47, "learning_rate": 1.760888888888889e-06, "loss": 0.5801, "step": 3025 }, { "epoch": 178.94, "learning_rate": 1.7386666666666666e-06, "loss": 0.1501, "step": 3050 }, { "epoch": 180.41, "learning_rate": 1.7164444444444444e-06, "loss": 0.0789, "step": 3075 }, { "epoch": 181.88, "learning_rate": 1.6942222222222222e-06, "loss": 0.0531, "step": 3100 }, { "epoch": 183.35, "learning_rate": 1.6719999999999998e-06, "loss": 0.0409, "step": 3125 }, { "epoch": 184.82, "learning_rate": 1.6497777777777777e-06, "loss": 0.032, "step": 3150 }, { "epoch": 186.29, "learning_rate": 1.6275555555555555e-06, "loss": 0.0251, "step": 3175 }, { "epoch": 187.76, "learning_rate": 1.6053333333333333e-06, "loss": 0.0203, "step": 3200 }, { "epoch": 189.24, "learning_rate": 1.5831111111111111e-06, "loss": 0.0167, "step": 3225 }, { "epoch": 190.71, "learning_rate": 1.560888888888889e-06, "loss": 0.0159, "step": 3250 }, { "epoch": 192.18, "learning_rate": 1.5386666666666666e-06, "loss": 0.0137, "step": 3275 }, { "epoch": 193.65, "learning_rate": 1.5164444444444444e-06, "loss": 0.0122, "step": 3300 }, { "epoch": 195.12, "learning_rate": 1.494222222222222e-06, "loss": 0.0106, "step": 3325 }, { "epoch": 196.59, "learning_rate": 1.4719999999999998e-06, "loss": 0.0094, "step": 3350 }, { "epoch": 198.06, "learning_rate": 1.4497777777777777e-06, "loss": 0.009, "step": 3375 }, { "epoch": 199.53, "learning_rate": 1.4275555555555555e-06, "loss": 0.0104, "step": 3400 }, { "epoch": 201.0, "learning_rate": 1.4053333333333333e-06, "loss": 0.0069, "step": 3425 }, { "epoch": 202.47, "learning_rate": 1.3848888888888889e-06, "loss": 0.0073, "step": 3450 }, { "epoch": 203.94, "learning_rate": 1.3626666666666667e-06, "loss": 0.0073, "step": 3475 }, { "epoch": 205.41, "learning_rate": 1.3404444444444445e-06, "loss": 0.0063, "step": 3500 }, { "epoch": 206.88, "learning_rate": 1.3182222222222221e-06, "loss": 0.007, "step": 3525 }, { "epoch": 208.35, "learning_rate": 1.296e-06, "loss": 0.0061, "step": 3550 }, { "epoch": 209.82, "learning_rate": 1.2737777777777776e-06, "loss": 0.0053, "step": 3575 }, { "epoch": 211.29, "learning_rate": 1.2515555555555554e-06, "loss": 0.0056, "step": 3600 }, { "epoch": 212.76, "learning_rate": 1.2293333333333334e-06, "loss": 0.005, "step": 3625 }, { "epoch": 214.24, "learning_rate": 1.207111111111111e-06, "loss": 0.0047, "step": 3650 }, { "epoch": 215.71, "learning_rate": 1.1848888888888889e-06, "loss": 0.0052, "step": 3675 }, { "epoch": 217.18, "learning_rate": 1.1626666666666667e-06, "loss": 0.0044, "step": 3700 }, { "epoch": 218.65, "learning_rate": 1.1404444444444443e-06, "loss": 0.0046, "step": 3725 }, { "epoch": 220.12, "learning_rate": 1.1182222222222221e-06, "loss": 0.0045, "step": 3750 }, { "epoch": 221.59, "learning_rate": 1.096e-06, "loss": 0.0041, "step": 3775 }, { "epoch": 223.06, "learning_rate": 1.0737777777777776e-06, "loss": 0.0054, "step": 3800 }, { "epoch": 224.53, "learning_rate": 1.0515555555555556e-06, "loss": 0.0038, "step": 3825 }, { "epoch": 226.0, "learning_rate": 1.0293333333333334e-06, "loss": 0.0038, "step": 3850 }, { "epoch": 227.47, "learning_rate": 1.007111111111111e-06, "loss": 0.004, "step": 3875 }, { "epoch": 228.94, "learning_rate": 9.848888888888889e-07, "loss": 0.0036, "step": 3900 }, { "epoch": 230.41, "learning_rate": 9.626666666666667e-07, "loss": 0.0041, "step": 3925 }, { "epoch": 231.88, "learning_rate": 9.404444444444443e-07, "loss": 0.0032, "step": 3950 }, { "epoch": 233.35, "learning_rate": 9.182222222222223e-07, "loss": 0.0038, "step": 3975 }, { "epoch": 234.82, "learning_rate": 8.96e-07, "loss": 0.0043, "step": 4000 }, { "epoch": 234.82, "eval_loss": 0.45361328125, "eval_runtime": 157.593, "eval_samples_per_second": 1.726, "eval_steps_per_second": 0.108, "eval_wer": 10.707652303120357, "step": 4000 }, { "epoch": 236.29, "learning_rate": 8.737777777777777e-07, "loss": 0.004, "step": 4025 }, { "epoch": 237.76, "learning_rate": 8.515555555555555e-07, "loss": 0.0029, "step": 4050 }, { "epoch": 239.24, "learning_rate": 8.293333333333333e-07, "loss": 0.0034, "step": 4075 }, { "epoch": 240.71, "learning_rate": 8.071111111111111e-07, "loss": 0.0032, "step": 4100 }, { "epoch": 242.18, "learning_rate": 7.848888888888888e-07, "loss": 0.003, "step": 4125 }, { "epoch": 243.65, "learning_rate": 7.626666666666667e-07, "loss": 0.0034, "step": 4150 }, { "epoch": 245.12, "learning_rate": 7.404444444444444e-07, "loss": 0.0032, "step": 4175 }, { "epoch": 246.59, "learning_rate": 7.182222222222222e-07, "loss": 0.0032, "step": 4200 }, { "epoch": 248.06, "learning_rate": 6.959999999999999e-07, "loss": 0.0028, "step": 4225 }, { "epoch": 249.53, "learning_rate": 6.737777777777778e-07, "loss": 0.0028, "step": 4250 }, { "epoch": 251.0, "learning_rate": 6.515555555555555e-07, "loss": 0.0025, "step": 4275 }, { "epoch": 252.47, "learning_rate": 6.293333333333333e-07, "loss": 0.0026, "step": 4300 }, { "epoch": 253.94, "learning_rate": 6.071111111111111e-07, "loss": 0.003, "step": 4325 }, { "epoch": 255.41, "learning_rate": 5.848888888888889e-07, "loss": 0.0026, "step": 4350 }, { "epoch": 256.88, "learning_rate": 5.626666666666666e-07, "loss": 0.0027, "step": 4375 }, { "epoch": 258.35, "learning_rate": 5.404444444444443e-07, "loss": 0.003, "step": 4400 }, { "epoch": 259.82, "learning_rate": 5.182222222222223e-07, "loss": 0.0027, "step": 4425 }, { "epoch": 261.29, "learning_rate": 4.977777777777777e-07, "loss": 0.0026, "step": 4450 }, { "epoch": 262.76, "learning_rate": 4.7555555555555554e-07, "loss": 0.0023, "step": 4475 }, { "epoch": 264.24, "learning_rate": 4.5333333333333326e-07, "loss": 0.0021, "step": 4500 }, { "epoch": 265.71, "learning_rate": 4.311111111111111e-07, "loss": 0.0022, "step": 4525 }, { "epoch": 267.18, "learning_rate": 4.088888888888889e-07, "loss": 0.0034, "step": 4550 }, { "epoch": 268.65, "learning_rate": 3.8666666666666664e-07, "loss": 0.0023, "step": 4575 }, { "epoch": 270.12, "learning_rate": 3.6444444444444446e-07, "loss": 0.0022, "step": 4600 }, { "epoch": 271.59, "learning_rate": 3.422222222222222e-07, "loss": 0.0022, "step": 4625 }, { "epoch": 273.06, "learning_rate": 3.2e-07, "loss": 0.0024, "step": 4650 }, { "epoch": 274.53, "learning_rate": 2.9777777777777773e-07, "loss": 0.0031, "step": 4675 }, { "epoch": 276.0, "learning_rate": 2.7555555555555555e-07, "loss": 0.0022, "step": 4700 }, { "epoch": 277.47, "learning_rate": 2.533333333333333e-07, "loss": 0.0022, "step": 4725 }, { "epoch": 278.94, "learning_rate": 2.311111111111111e-07, "loss": 0.0021, "step": 4750 }, { "epoch": 280.41, "learning_rate": 2.088888888888889e-07, "loss": 0.0023, "step": 4775 }, { "epoch": 281.88, "learning_rate": 1.8666666666666667e-07, "loss": 0.0025, "step": 4800 }, { "epoch": 283.35, "learning_rate": 1.6444444444444444e-07, "loss": 0.0022, "step": 4825 }, { "epoch": 284.82, "learning_rate": 1.4222222222222222e-07, "loss": 0.0022, "step": 4850 }, { "epoch": 286.29, "learning_rate": 1.2e-07, "loss": 0.0021, "step": 4875 }, { "epoch": 287.76, "learning_rate": 9.777777777777778e-08, "loss": 0.0023, "step": 4900 }, { "epoch": 289.24, "learning_rate": 7.555555555555555e-08, "loss": 0.002, "step": 4925 }, { "epoch": 290.71, "learning_rate": 5.3333333333333334e-08, "loss": 0.0025, "step": 4950 }, { "epoch": 292.18, "learning_rate": 3.111111111111111e-08, "loss": 0.002, "step": 4975 }, { "epoch": 293.65, "learning_rate": 8.888888888888889e-09, "loss": 0.0024, "step": 5000 }, { "epoch": 293.65, "eval_loss": 0.465576171875, "eval_runtime": 158.123, "eval_samples_per_second": 1.72, "eval_steps_per_second": 0.108, "eval_wer": 10.642644873699851, "step": 5000 }, { "epoch": 295.47, "learning_rate": 2.7544827586206896e-06, "loss": 0.0021, "step": 5025 }, { "epoch": 296.94, "learning_rate": 2.7475862068965512e-06, "loss": 0.0024, "step": 5050 }, { "epoch": 298.41, "learning_rate": 2.7406896551724137e-06, "loss": 0.0025, "step": 5075 }, { "epoch": 299.88, "learning_rate": 2.7337931034482757e-06, "loss": 0.0022, "step": 5100 }, { "epoch": 301.35, "learning_rate": 2.7268965517241378e-06, "loss": 0.0027, "step": 5125 }, { "epoch": 302.82, "learning_rate": 2.7200000000000002e-06, "loss": 0.0024, "step": 5150 }, { "epoch": 304.29, "learning_rate": 2.713103448275862e-06, "loss": 0.0024, "step": 5175 }, { "epoch": 305.76, "learning_rate": 2.7062068965517243e-06, "loss": 0.0023, "step": 5200 }, { "epoch": 307.24, "learning_rate": 2.699310344827586e-06, "loss": 0.0027, "step": 5225 }, { "epoch": 308.71, "learning_rate": 2.6924137931034483e-06, "loss": 0.0023, "step": 5250 }, { "epoch": 310.18, "learning_rate": 2.68551724137931e-06, "loss": 0.0021, "step": 5275 }, { "epoch": 311.65, "learning_rate": 2.6786206896551724e-06, "loss": 0.0025, "step": 5300 }, { "epoch": 313.12, "learning_rate": 2.6717241379310344e-06, "loss": 0.0021, "step": 5325 }, { "epoch": 314.59, "learning_rate": 2.6648275862068965e-06, "loss": 0.0019, "step": 5350 }, { "epoch": 316.06, "learning_rate": 2.6579310344827585e-06, "loss": 0.0019, "step": 5375 }, { "epoch": 317.53, "learning_rate": 2.6510344827586205e-06, "loss": 0.0018, "step": 5400 }, { "epoch": 319.0, "learning_rate": 2.6441379310344826e-06, "loss": 0.0022, "step": 5425 }, { "epoch": 320.47, "learning_rate": 2.6377931034482757e-06, "loss": 0.0019, "step": 5450 }, { "epoch": 321.94, "learning_rate": 2.6308965517241377e-06, "loss": 0.0016, "step": 5475 }, { "epoch": 323.41, "learning_rate": 2.624e-06, "loss": 0.0013, "step": 5500 }, { "epoch": 324.88, "learning_rate": 2.617103448275862e-06, "loss": 0.0019, "step": 5525 }, { "epoch": 326.35, "learning_rate": 2.6102068965517243e-06, "loss": 0.0017, "step": 5550 }, { "epoch": 327.82, "learning_rate": 2.603310344827586e-06, "loss": 0.0018, "step": 5575 }, { "epoch": 329.29, "learning_rate": 2.5964137931034483e-06, "loss": 0.0013, "step": 5600 }, { "epoch": 330.76, "learning_rate": 2.58951724137931e-06, "loss": 0.0016, "step": 5625 }, { "epoch": 332.24, "learning_rate": 2.5826206896551724e-06, "loss": 0.0013, "step": 5650 }, { "epoch": 333.71, "learning_rate": 2.575724137931034e-06, "loss": 0.0018, "step": 5675 }, { "epoch": 335.18, "learning_rate": 2.5688275862068965e-06, "loss": 0.0014, "step": 5700 }, { "epoch": 336.65, "learning_rate": 2.561931034482759e-06, "loss": 0.0013, "step": 5725 }, { "epoch": 338.12, "learning_rate": 2.5550344827586205e-06, "loss": 0.0011, "step": 5750 }, { "epoch": 339.59, "learning_rate": 2.548137931034483e-06, "loss": 0.0018, "step": 5775 }, { "epoch": 341.06, "learning_rate": 2.5412413793103446e-06, "loss": 0.0013, "step": 5800 }, { "epoch": 342.53, "learning_rate": 2.534344827586207e-06, "loss": 0.0012, "step": 5825 }, { "epoch": 344.0, "learning_rate": 2.5274482758620687e-06, "loss": 0.0014, "step": 5850 }, { "epoch": 345.47, "learning_rate": 2.520551724137931e-06, "loss": 0.001, "step": 5875 }, { "epoch": 346.94, "learning_rate": 2.5136551724137927e-06, "loss": 0.0012, "step": 5900 }, { "epoch": 348.41, "learning_rate": 2.506758620689655e-06, "loss": 0.0012, "step": 5925 }, { "epoch": 349.88, "learning_rate": 2.499862068965517e-06, "loss": 0.0012, "step": 5950 }, { "epoch": 351.35, "learning_rate": 2.4929655172413792e-06, "loss": 0.0013, "step": 5975 }, { "epoch": 352.82, "learning_rate": 2.4860689655172413e-06, "loss": 0.0015, "step": 6000 }, { "epoch": 352.82, "eval_loss": 0.497802734375, "eval_runtime": 156.7207, "eval_samples_per_second": 1.736, "eval_steps_per_second": 0.108, "eval_wer": 10.503343239227341, "step": 6000 }, { "epoch": 354.29, "learning_rate": 2.4791724137931033e-06, "loss": 0.0013, "step": 6025 }, { "epoch": 355.76, "learning_rate": 2.4722758620689653e-06, "loss": 0.0012, "step": 6050 }, { "epoch": 357.24, "learning_rate": 2.4653793103448274e-06, "loss": 0.0011, "step": 6075 }, { "epoch": 358.71, "learning_rate": 2.4584827586206894e-06, "loss": 0.0008, "step": 6100 }, { "epoch": 360.18, "learning_rate": 2.4515862068965514e-06, "loss": 0.0008, "step": 6125 }, { "epoch": 361.65, "learning_rate": 2.444689655172414e-06, "loss": 0.0011, "step": 6150 }, { "epoch": 363.12, "learning_rate": 2.4377931034482755e-06, "loss": 0.0012, "step": 6175 }, { "epoch": 364.59, "learning_rate": 2.430896551724138e-06, "loss": 0.0013, "step": 6200 }, { "epoch": 366.06, "learning_rate": 2.424e-06, "loss": 0.0011, "step": 6225 }, { "epoch": 367.53, "learning_rate": 2.417103448275862e-06, "loss": 0.0012, "step": 6250 }, { "epoch": 369.0, "learning_rate": 2.410206896551724e-06, "loss": 0.0011, "step": 6275 }, { "epoch": 370.47, "learning_rate": 2.403310344827586e-06, "loss": 0.0009, "step": 6300 }, { "epoch": 371.94, "learning_rate": 2.396413793103448e-06, "loss": 0.0014, "step": 6325 }, { "epoch": 373.41, "learning_rate": 2.38951724137931e-06, "loss": 0.0018, "step": 6350 }, { "epoch": 374.88, "learning_rate": 2.382620689655172e-06, "loss": 0.0009, "step": 6375 }, { "epoch": 376.35, "learning_rate": 2.3757241379310342e-06, "loss": 0.001, "step": 6400 }, { "epoch": 377.82, "learning_rate": 2.3688275862068963e-06, "loss": 0.0009, "step": 6425 }, { "epoch": 379.29, "learning_rate": 2.36248275862069e-06, "loss": 0.0008, "step": 6450 }, { "epoch": 380.76, "learning_rate": 2.3555862068965514e-06, "loss": 0.0009, "step": 6475 }, { "epoch": 382.24, "learning_rate": 2.348689655172414e-06, "loss": 0.0009, "step": 6500 }, { "epoch": 383.71, "learning_rate": 2.3417931034482755e-06, "loss": 0.0011, "step": 6525 }, { "epoch": 385.18, "learning_rate": 2.334896551724138e-06, "loss": 0.0008, "step": 6550 }, { "epoch": 386.65, "learning_rate": 2.3279999999999996e-06, "loss": 0.0006, "step": 6575 }, { "epoch": 388.12, "learning_rate": 2.321103448275862e-06, "loss": 0.001, "step": 6600 }, { "epoch": 389.59, "learning_rate": 2.314206896551724e-06, "loss": 0.0009, "step": 6625 }, { "epoch": 391.06, "learning_rate": 2.307310344827586e-06, "loss": 0.0008, "step": 6650 }, { "epoch": 392.53, "learning_rate": 2.300413793103448e-06, "loss": 0.001, "step": 6675 }, { "epoch": 394.0, "learning_rate": 2.29351724137931e-06, "loss": 0.0009, "step": 6700 }, { "epoch": 395.47, "learning_rate": 2.2866206896551726e-06, "loss": 0.0011, "step": 6725 }, { "epoch": 396.94, "learning_rate": 2.2797241379310342e-06, "loss": 0.0008, "step": 6750 }, { "epoch": 398.41, "learning_rate": 2.2728275862068967e-06, "loss": 0.0007, "step": 6775 }, { "epoch": 399.88, "learning_rate": 2.2659310344827583e-06, "loss": 0.0006, "step": 6800 }, { "epoch": 401.35, "learning_rate": 2.2590344827586207e-06, "loss": 0.0007, "step": 6825 }, { "epoch": 402.82, "learning_rate": 2.2521379310344828e-06, "loss": 0.0011, "step": 6850 }, { "epoch": 404.29, "learning_rate": 2.245241379310345e-06, "loss": 0.001, "step": 6875 }, { "epoch": 405.76, "learning_rate": 2.238344827586207e-06, "loss": 0.0007, "step": 6900 }, { "epoch": 407.24, "learning_rate": 2.231448275862069e-06, "loss": 0.0008, "step": 6925 }, { "epoch": 408.71, "learning_rate": 2.224551724137931e-06, "loss": 0.0007, "step": 6950 }, { "epoch": 410.18, "learning_rate": 2.217655172413793e-06, "loss": 0.0008, "step": 6975 }, { "epoch": 411.65, "learning_rate": 2.210758620689655e-06, "loss": 0.0007, "step": 7000 }, { "epoch": 411.65, "eval_loss": 0.5146484375, "eval_runtime": 159.9051, "eval_samples_per_second": 1.701, "eval_steps_per_second": 0.106, "eval_wer": 10.057578008915305, "step": 7000 }, { "epoch": 413.12, "learning_rate": 2.203862068965517e-06, "loss": 0.0007, "step": 7025 }, { "epoch": 414.59, "learning_rate": 2.196965517241379e-06, "loss": 0.0006, "step": 7050 }, { "epoch": 416.06, "learning_rate": 2.1900689655172415e-06, "loss": 0.0009, "step": 7075 }, { "epoch": 417.53, "learning_rate": 2.183172413793103e-06, "loss": 0.0008, "step": 7100 }, { "epoch": 419.0, "learning_rate": 2.1762758620689656e-06, "loss": 0.0007, "step": 7125 }, { "epoch": 420.47, "learning_rate": 2.1693793103448276e-06, "loss": 0.0008, "step": 7150 }, { "epoch": 421.94, "learning_rate": 2.1624827586206896e-06, "loss": 0.0007, "step": 7175 }, { "epoch": 423.41, "learning_rate": 2.1555862068965517e-06, "loss": 0.0005, "step": 7200 }, { "epoch": 424.88, "learning_rate": 2.1486896551724137e-06, "loss": 0.0008, "step": 7225 }, { "epoch": 426.35, "learning_rate": 2.1417931034482757e-06, "loss": 0.0009, "step": 7250 }, { "epoch": 427.82, "learning_rate": 2.1348965517241378e-06, "loss": 0.0009, "step": 7275 }, { "epoch": 429.29, "learning_rate": 2.128e-06, "loss": 0.0006, "step": 7300 }, { "epoch": 430.76, "learning_rate": 2.121103448275862e-06, "loss": 0.0006, "step": 7325 }, { "epoch": 432.24, "learning_rate": 2.1142068965517243e-06, "loss": 0.0006, "step": 7350 }, { "epoch": 433.71, "learning_rate": 2.107310344827586e-06, "loss": 0.0006, "step": 7375 }, { "epoch": 435.18, "learning_rate": 2.1004137931034483e-06, "loss": 0.0007, "step": 7400 }, { "epoch": 436.65, "learning_rate": 2.09351724137931e-06, "loss": 0.0006, "step": 7425 }, { "epoch": 438.12, "learning_rate": 2.0871724137931035e-06, "loss": 0.0007, "step": 7450 }, { "epoch": 439.59, "learning_rate": 2.080275862068965e-06, "loss": 0.0006, "step": 7475 }, { "epoch": 441.06, "learning_rate": 2.0733793103448276e-06, "loss": 0.0009, "step": 7500 }, { "epoch": 442.53, "learning_rate": 2.0664827586206896e-06, "loss": 0.0008, "step": 7525 }, { "epoch": 444.0, "learning_rate": 2.0595862068965516e-06, "loss": 0.0005, "step": 7550 }, { "epoch": 445.47, "learning_rate": 2.0526896551724137e-06, "loss": 0.0004, "step": 7575 }, { "epoch": 446.94, "learning_rate": 2.0457931034482757e-06, "loss": 0.0006, "step": 7600 }, { "epoch": 448.41, "learning_rate": 2.0388965517241377e-06, "loss": 0.0007, "step": 7625 }, { "epoch": 449.88, "learning_rate": 2.0319999999999998e-06, "loss": 0.0005, "step": 7650 }, { "epoch": 451.35, "learning_rate": 2.025103448275862e-06, "loss": 0.0005, "step": 7675 }, { "epoch": 452.82, "learning_rate": 2.018206896551724e-06, "loss": 0.0009, "step": 7700 }, { "epoch": 454.29, "learning_rate": 2.0113103448275863e-06, "loss": 0.0005, "step": 7725 }, { "epoch": 455.76, "learning_rate": 2.0044137931034483e-06, "loss": 0.0005, "step": 7750 }, { "epoch": 457.24, "learning_rate": 1.9975172413793104e-06, "loss": 0.0006, "step": 7775 }, { "epoch": 458.71, "learning_rate": 1.9906206896551724e-06, "loss": 0.0005, "step": 7800 }, { "epoch": 460.18, "learning_rate": 1.9837241379310344e-06, "loss": 0.0005, "step": 7825 }, { "epoch": 461.65, "learning_rate": 1.9768275862068965e-06, "loss": 0.0006, "step": 7850 }, { "epoch": 463.12, "learning_rate": 1.9699310344827585e-06, "loss": 0.0004, "step": 7875 }, { "epoch": 464.59, "learning_rate": 1.9630344827586205e-06, "loss": 0.0007, "step": 7900 }, { "epoch": 466.06, "learning_rate": 1.956137931034483e-06, "loss": 0.0005, "step": 7925 }, { "epoch": 467.53, "learning_rate": 1.949241379310345e-06, "loss": 0.0006, "step": 7950 }, { "epoch": 469.0, "learning_rate": 1.942344827586207e-06, "loss": 0.0006, "step": 7975 }, { "epoch": 470.47, "learning_rate": 1.935448275862069e-06, "loss": 0.0007, "step": 8000 }, { "epoch": 470.47, "eval_loss": 0.53857421875, "eval_runtime": 158.4391, "eval_samples_per_second": 1.717, "eval_steps_per_second": 0.107, "eval_wer": 10.131872213967311, "step": 8000 }, { "epoch": 471.94, "learning_rate": 1.928551724137931e-06, "loss": 0.0005, "step": 8025 }, { "epoch": 473.41, "learning_rate": 1.921655172413793e-06, "loss": 0.0008, "step": 8050 }, { "epoch": 474.88, "learning_rate": 1.914758620689655e-06, "loss": 0.0005, "step": 8075 }, { "epoch": 476.35, "learning_rate": 1.907862068965517e-06, "loss": 0.0004, "step": 8100 }, { "epoch": 477.82, "learning_rate": 1.9009655172413792e-06, "loss": 0.0005, "step": 8125 }, { "epoch": 479.29, "learning_rate": 1.8940689655172413e-06, "loss": 0.0004, "step": 8150 }, { "epoch": 480.76, "learning_rate": 1.8871724137931033e-06, "loss": 0.0007, "step": 8175 }, { "epoch": 482.24, "learning_rate": 1.8802758620689653e-06, "loss": 0.0005, "step": 8200 }, { "epoch": 483.71, "learning_rate": 1.8733793103448274e-06, "loss": 0.0007, "step": 8225 }, { "epoch": 485.18, "learning_rate": 1.8664827586206894e-06, "loss": 0.0005, "step": 8250 }, { "epoch": 486.65, "learning_rate": 1.8595862068965517e-06, "loss": 0.0004, "step": 8275 }, { "epoch": 488.12, "learning_rate": 1.8526896551724137e-06, "loss": 0.0005, "step": 8300 }, { "epoch": 489.59, "learning_rate": 1.845793103448276e-06, "loss": 0.0004, "step": 8325 }, { "epoch": 491.06, "learning_rate": 1.838896551724138e-06, "loss": 0.0004, "step": 8350 }, { "epoch": 492.53, "learning_rate": 1.832e-06, "loss": 0.0005, "step": 8375 }, { "epoch": 494.0, "learning_rate": 1.825103448275862e-06, "loss": 0.0004, "step": 8400 }, { "epoch": 495.47, "learning_rate": 1.818206896551724e-06, "loss": 0.0007, "step": 8425 }, { "epoch": 496.94, "learning_rate": 1.811862068965517e-06, "loss": 0.0008, "step": 8450 }, { "epoch": 498.41, "learning_rate": 1.8049655172413792e-06, "loss": 0.0005, "step": 8475 }, { "epoch": 499.88, "learning_rate": 1.7980689655172413e-06, "loss": 0.0006, "step": 8500 }, { "epoch": 501.35, "learning_rate": 1.7911724137931035e-06, "loss": 0.0004, "step": 8525 }, { "epoch": 502.82, "learning_rate": 1.7842758620689655e-06, "loss": 0.0004, "step": 8550 }, { "epoch": 504.29, "learning_rate": 1.7773793103448276e-06, "loss": 0.0006, "step": 8575 }, { "epoch": 505.76, "learning_rate": 1.7704827586206896e-06, "loss": 0.0004, "step": 8600 }, { "epoch": 507.24, "learning_rate": 1.7635862068965516e-06, "loss": 0.0004, "step": 8625 }, { "epoch": 508.71, "learning_rate": 1.7566896551724137e-06, "loss": 0.0006, "step": 8650 }, { "epoch": 510.18, "learning_rate": 1.7497931034482757e-06, "loss": 0.0004, "step": 8675 }, { "epoch": 511.65, "learning_rate": 1.742896551724138e-06, "loss": 0.0005, "step": 8700 }, { "epoch": 513.12, "learning_rate": 1.736e-06, "loss": 0.0006, "step": 8725 }, { "epoch": 514.59, "learning_rate": 1.729103448275862e-06, "loss": 0.0006, "step": 8750 }, { "epoch": 516.06, "learning_rate": 1.722206896551724e-06, "loss": 0.0004, "step": 8775 }, { "epoch": 517.53, "learning_rate": 1.715310344827586e-06, "loss": 0.0003, "step": 8800 }, { "epoch": 519.0, "learning_rate": 1.7084137931034481e-06, "loss": 0.0003, "step": 8825 }, { "epoch": 520.47, "learning_rate": 1.7015172413793101e-06, "loss": 0.0004, "step": 8850 }, { "epoch": 521.94, "learning_rate": 1.6946206896551722e-06, "loss": 0.0006, "step": 8875 }, { "epoch": 523.41, "learning_rate": 1.6877241379310342e-06, "loss": 0.0005, "step": 8900 }, { "epoch": 524.88, "learning_rate": 1.6808275862068967e-06, "loss": 0.0029, "step": 8925 }, { "epoch": 526.35, "learning_rate": 1.6739310344827587e-06, "loss": 0.0004, "step": 8950 }, { "epoch": 527.82, "learning_rate": 1.6670344827586207e-06, "loss": 0.0003, "step": 8975 }, { "epoch": 529.29, "learning_rate": 1.6601379310344828e-06, "loss": 0.0004, "step": 9000 }, { "epoch": 529.29, "eval_loss": 0.5361328125, "eval_runtime": 156.9399, "eval_samples_per_second": 1.733, "eval_steps_per_second": 0.108, "eval_wer": 9.778974739970282, "step": 9000 }, { "epoch": 530.76, "learning_rate": 1.6532413793103448e-06, "loss": 0.0006, "step": 9025 }, { "epoch": 532.24, "learning_rate": 1.6463448275862068e-06, "loss": 0.0003, "step": 9050 }, { "epoch": 533.71, "learning_rate": 1.6394482758620689e-06, "loss": 0.0003, "step": 9075 }, { "epoch": 535.18, "learning_rate": 1.632551724137931e-06, "loss": 0.0005, "step": 9100 }, { "epoch": 536.65, "learning_rate": 1.625655172413793e-06, "loss": 0.0006, "step": 9125 }, { "epoch": 538.12, "learning_rate": 1.6187586206896552e-06, "loss": 0.0003, "step": 9150 }, { "epoch": 539.59, "learning_rate": 1.6118620689655172e-06, "loss": 0.0004, "step": 9175 }, { "epoch": 541.06, "learning_rate": 1.6049655172413792e-06, "loss": 0.0003, "step": 9200 }, { "epoch": 542.53, "learning_rate": 1.5980689655172413e-06, "loss": 0.0004, "step": 9225 }, { "epoch": 544.0, "learning_rate": 1.5911724137931033e-06, "loss": 0.0006, "step": 9250 }, { "epoch": 545.47, "learning_rate": 1.5842758620689653e-06, "loss": 0.0002, "step": 9275 }, { "epoch": 546.94, "learning_rate": 1.5773793103448274e-06, "loss": 0.0003, "step": 9300 }, { "epoch": 548.41, "learning_rate": 1.5704827586206896e-06, "loss": 0.0003, "step": 9325 }, { "epoch": 549.88, "learning_rate": 1.5635862068965516e-06, "loss": 0.0003, "step": 9350 }, { "epoch": 551.35, "learning_rate": 1.5566896551724139e-06, "loss": 0.0004, "step": 9375 }, { "epoch": 552.82, "learning_rate": 1.549793103448276e-06, "loss": 0.0004, "step": 9400 }, { "epoch": 554.29, "learning_rate": 1.542896551724138e-06, "loss": 0.0005, "step": 9425 }, { "epoch": 555.76, "learning_rate": 1.5365517241379309e-06, "loss": 0.0004, "step": 9450 }, { "epoch": 557.24, "learning_rate": 1.529655172413793e-06, "loss": 0.0003, "step": 9475 }, { "epoch": 558.71, "learning_rate": 1.522758620689655e-06, "loss": 0.0003, "step": 9500 }, { "epoch": 560.18, "learning_rate": 1.5158620689655172e-06, "loss": 0.0003, "step": 9525 }, { "epoch": 561.65, "learning_rate": 1.5089655172413792e-06, "loss": 0.0005, "step": 9550 }, { "epoch": 563.12, "learning_rate": 1.5020689655172415e-06, "loss": 0.0004, "step": 9575 }, { "epoch": 564.59, "learning_rate": 1.4951724137931035e-06, "loss": 0.0004, "step": 9600 }, { "epoch": 566.06, "learning_rate": 1.4882758620689655e-06, "loss": 0.0003, "step": 9625 }, { "epoch": 567.53, "learning_rate": 1.4813793103448276e-06, "loss": 0.0005, "step": 9650 }, { "epoch": 569.0, "learning_rate": 1.4744827586206896e-06, "loss": 0.0003, "step": 9675 }, { "epoch": 570.47, "learning_rate": 1.4675862068965516e-06, "loss": 0.0003, "step": 9700 }, { "epoch": 571.94, "learning_rate": 1.4606896551724137e-06, "loss": 0.0003, "step": 9725 }, { "epoch": 573.41, "learning_rate": 1.4537931034482757e-06, "loss": 0.0002, "step": 9750 }, { "epoch": 574.88, "learning_rate": 1.4468965517241377e-06, "loss": 0.0002, "step": 9775 }, { "epoch": 576.35, "learning_rate": 1.44e-06, "loss": 0.0004, "step": 9800 }, { "epoch": 577.82, "learning_rate": 1.433103448275862e-06, "loss": 0.0002, "step": 9825 }, { "epoch": 579.29, "learning_rate": 1.426206896551724e-06, "loss": 0.0005, "step": 9850 }, { "epoch": 580.76, "learning_rate": 1.419310344827586e-06, "loss": 0.0004, "step": 9875 }, { "epoch": 582.24, "learning_rate": 1.4124137931034481e-06, "loss": 0.0003, "step": 9900 }, { "epoch": 583.71, "learning_rate": 1.4055172413793104e-06, "loss": 0.0004, "step": 9925 }, { "epoch": 585.18, "learning_rate": 1.3986206896551724e-06, "loss": 0.0004, "step": 9950 }, { "epoch": 586.65, "learning_rate": 1.3917241379310344e-06, "loss": 0.0004, "step": 9975 }, { "epoch": 588.12, "learning_rate": 1.3848275862068965e-06, "loss": 0.0003, "step": 10000 }, { "epoch": 588.12, "eval_loss": 0.54296875, "eval_runtime": 156.5622, "eval_samples_per_second": 1.737, "eval_steps_per_second": 0.109, "eval_wer": 9.973997028231798, "step": 10000 }, { "epoch": 589.59, "learning_rate": 1.3779310344827587e-06, "loss": 0.0002, "step": 10025 }, { "epoch": 591.06, "learning_rate": 1.3710344827586207e-06, "loss": 0.0003, "step": 10050 }, { "epoch": 592.53, "learning_rate": 1.3641379310344828e-06, "loss": 0.0002, "step": 10075 }, { "epoch": 594.0, "learning_rate": 1.3572413793103448e-06, "loss": 0.0003, "step": 10100 }, { "epoch": 595.47, "learning_rate": 1.3503448275862068e-06, "loss": 0.0003, "step": 10125 }, { "epoch": 596.94, "learning_rate": 1.3434482758620689e-06, "loss": 0.0002, "step": 10150 }, { "epoch": 598.41, "learning_rate": 1.3365517241379309e-06, "loss": 0.0004, "step": 10175 }, { "epoch": 599.88, "learning_rate": 1.329655172413793e-06, "loss": 0.0002, "step": 10200 }, { "epoch": 601.35, "learning_rate": 1.322758620689655e-06, "loss": 0.0003, "step": 10225 }, { "epoch": 602.82, "learning_rate": 1.3158620689655172e-06, "loss": 0.0003, "step": 10250 }, { "epoch": 604.29, "learning_rate": 1.3089655172413792e-06, "loss": 0.0002, "step": 10275 }, { "epoch": 605.76, "learning_rate": 1.3020689655172413e-06, "loss": 0.0002, "step": 10300 }, { "epoch": 607.24, "learning_rate": 1.2951724137931035e-06, "loss": 0.0003, "step": 10325 }, { "epoch": 608.71, "learning_rate": 1.2882758620689655e-06, "loss": 0.0002, "step": 10350 }, { "epoch": 610.18, "learning_rate": 1.2813793103448276e-06, "loss": 0.0003, "step": 10375 }, { "epoch": 611.65, "learning_rate": 1.2744827586206896e-06, "loss": 0.0003, "step": 10400 }, { "epoch": 613.12, "learning_rate": 1.2675862068965516e-06, "loss": 0.0003, "step": 10425 }, { "epoch": 614.59, "learning_rate": 1.2612413793103448e-06, "loss": 0.0005, "step": 10450 }, { "epoch": 616.06, "learning_rate": 1.2543448275862068e-06, "loss": 0.0003, "step": 10475 }, { "epoch": 617.53, "learning_rate": 1.2474482758620688e-06, "loss": 0.0003, "step": 10500 }, { "epoch": 619.0, "learning_rate": 1.240551724137931e-06, "loss": 0.0001, "step": 10525 }, { "epoch": 620.47, "learning_rate": 1.2336551724137931e-06, "loss": 0.0002, "step": 10550 }, { "epoch": 621.94, "learning_rate": 1.2267586206896552e-06, "loss": 0.0005, "step": 10575 }, { "epoch": 623.41, "learning_rate": 1.2198620689655172e-06, "loss": 0.0002, "step": 10600 }, { "epoch": 624.88, "learning_rate": 1.2129655172413792e-06, "loss": 0.0003, "step": 10625 }, { "epoch": 626.35, "learning_rate": 1.2060689655172413e-06, "loss": 0.0002, "step": 10650 }, { "epoch": 627.82, "learning_rate": 1.1991724137931035e-06, "loss": 0.0003, "step": 10675 }, { "epoch": 629.29, "learning_rate": 1.1922758620689655e-06, "loss": 0.0003, "step": 10700 }, { "epoch": 630.76, "learning_rate": 1.1853793103448276e-06, "loss": 0.0003, "step": 10725 }, { "epoch": 632.24, "learning_rate": 1.1784827586206896e-06, "loss": 0.0002, "step": 10750 }, { "epoch": 633.71, "learning_rate": 1.1715862068965516e-06, "loss": 0.0002, "step": 10775 }, { "epoch": 635.18, "learning_rate": 1.1646896551724137e-06, "loss": 0.0004, "step": 10800 }, { "epoch": 636.65, "learning_rate": 1.1577931034482757e-06, "loss": 0.0003, "step": 10825 }, { "epoch": 638.12, "learning_rate": 1.1508965517241377e-06, "loss": 0.0002, "step": 10850 }, { "epoch": 639.59, "learning_rate": 1.1439999999999998e-06, "loss": 0.0002, "step": 10875 }, { "epoch": 641.06, "learning_rate": 1.137103448275862e-06, "loss": 0.0003, "step": 10900 }, { "epoch": 642.53, "learning_rate": 1.1302068965517243e-06, "loss": 0.0002, "step": 10925 }, { "epoch": 644.0, "learning_rate": 1.1233103448275863e-06, "loss": 0.0004, "step": 10950 }, { "epoch": 645.47, "learning_rate": 1.1164137931034483e-06, "loss": 0.0004, "step": 10975 }, { "epoch": 646.94, "learning_rate": 1.1095172413793103e-06, "loss": 0.0002, "step": 11000 }, { "epoch": 646.94, "eval_loss": 0.5458984375, "eval_runtime": 157.5866, "eval_samples_per_second": 1.726, "eval_steps_per_second": 0.108, "eval_wer": 9.955423476968797, "step": 11000 }, { "epoch": 648.41, "learning_rate": 1.1026206896551724e-06, "loss": 0.0003, "step": 11025 }, { "epoch": 649.88, "learning_rate": 1.0957241379310344e-06, "loss": 0.0002, "step": 11050 }, { "epoch": 651.35, "learning_rate": 1.0888275862068964e-06, "loss": 0.0002, "step": 11075 }, { "epoch": 652.82, "learning_rate": 1.0819310344827585e-06, "loss": 0.0003, "step": 11100 }, { "epoch": 654.29, "learning_rate": 1.0750344827586207e-06, "loss": 0.0002, "step": 11125 }, { "epoch": 655.76, "learning_rate": 1.0681379310344828e-06, "loss": 0.0003, "step": 11150 }, { "epoch": 657.24, "learning_rate": 1.0612413793103448e-06, "loss": 0.0003, "step": 11175 }, { "epoch": 658.71, "learning_rate": 1.0543448275862068e-06, "loss": 0.0005, "step": 11200 }, { "epoch": 660.18, "learning_rate": 1.0474482758620689e-06, "loss": 0.0002, "step": 11225 }, { "epoch": 661.65, "learning_rate": 1.0405517241379309e-06, "loss": 0.0002, "step": 11250 }, { "epoch": 663.12, "learning_rate": 1.033655172413793e-06, "loss": 0.0003, "step": 11275 }, { "epoch": 664.59, "learning_rate": 1.026758620689655e-06, "loss": 0.0002, "step": 11300 }, { "epoch": 666.06, "learning_rate": 1.0198620689655172e-06, "loss": 0.0002, "step": 11325 }, { "epoch": 667.53, "learning_rate": 1.0129655172413794e-06, "loss": 0.0003, "step": 11350 }, { "epoch": 669.0, "learning_rate": 1.0060689655172415e-06, "loss": 0.0009, "step": 11375 }, { "epoch": 670.47, "learning_rate": 9.991724137931033e-07, "loss": 0.0002, "step": 11400 }, { "epoch": 671.94, "learning_rate": 9.922758620689655e-07, "loss": 0.0002, "step": 11425 }, { "epoch": 673.41, "learning_rate": 9.859310344827587e-07, "loss": 0.0003, "step": 11450 }, { "epoch": 674.88, "learning_rate": 9.790344827586207e-07, "loss": 0.0002, "step": 11475 }, { "epoch": 676.35, "learning_rate": 9.721379310344827e-07, "loss": 0.0002, "step": 11500 }, { "epoch": 677.82, "learning_rate": 9.652413793103448e-07, "loss": 0.0002, "step": 11525 }, { "epoch": 679.29, "learning_rate": 9.583448275862068e-07, "loss": 0.0003, "step": 11550 }, { "epoch": 680.76, "learning_rate": 9.514482758620688e-07, "loss": 0.0003, "step": 11575 }, { "epoch": 682.24, "learning_rate": 9.44551724137931e-07, "loss": 0.0003, "step": 11600 }, { "epoch": 683.71, "learning_rate": 9.376551724137931e-07, "loss": 0.0002, "step": 11625 }, { "epoch": 685.18, "learning_rate": 9.307586206896552e-07, "loss": 0.0002, "step": 11650 }, { "epoch": 686.65, "learning_rate": 9.238620689655172e-07, "loss": 0.0003, "step": 11675 }, { "epoch": 688.12, "learning_rate": 9.169655172413792e-07, "loss": 0.0003, "step": 11700 }, { "epoch": 689.59, "learning_rate": 9.100689655172414e-07, "loss": 0.0001, "step": 11725 }, { "epoch": 691.06, "learning_rate": 9.031724137931034e-07, "loss": 0.0004, "step": 11750 }, { "epoch": 692.53, "learning_rate": 8.962758620689654e-07, "loss": 0.0003, "step": 11775 }, { "epoch": 694.0, "learning_rate": 8.893793103448275e-07, "loss": 0.0005, "step": 11800 }, { "epoch": 695.47, "learning_rate": 8.824827586206897e-07, "loss": 0.0002, "step": 11825 }, { "epoch": 696.94, "learning_rate": 8.755862068965517e-07, "loss": 0.0002, "step": 11850 }, { "epoch": 698.41, "learning_rate": 8.686896551724138e-07, "loss": 0.0002, "step": 11875 }, { "epoch": 699.88, "learning_rate": 8.617931034482758e-07, "loss": 0.0002, "step": 11900 }, { "epoch": 701.35, "learning_rate": 8.548965517241378e-07, "loss": 0.0003, "step": 11925 }, { "epoch": 702.82, "learning_rate": 8.48e-07, "loss": 0.0002, "step": 11950 }, { "epoch": 704.29, "learning_rate": 8.41103448275862e-07, "loss": 0.0002, "step": 11975 }, { "epoch": 705.76, "learning_rate": 8.34206896551724e-07, "loss": 0.0003, "step": 12000 }, { "epoch": 705.76, "eval_loss": 0.55615234375, "eval_runtime": 158.1148, "eval_samples_per_second": 1.72, "eval_steps_per_second": 0.108, "eval_wer": 9.9832838038633, "step": 12000 } ], "max_steps": 15000, "num_train_epochs": 883, "total_flos": 3.7112868308030325e+20, "trial_name": null, "trial_params": null }