{ "best_metric": null, "best_model_checkpoint": null, "epoch": 100.0, "global_step": 10700, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.93, "learning_rate": 1.47e-05, "loss": 9.2459, "step": 100 }, { "epoch": 1.87, "learning_rate": 2.97e-05, "loss": 4.0521, "step": 200 }, { "epoch": 2.8, "learning_rate": 4.4699999999999996e-05, "loss": 3.4098, "step": 300 }, { "epoch": 3.74, "learning_rate": 5.97e-05, "loss": 3.2533, "step": 400 }, { "epoch": 4.67, "learning_rate": 7.47e-05, "loss": 3.1982, "step": 500 }, { "epoch": 5.61, "learning_rate": 8.969999999999998e-05, "loss": 3.1301, "step": 600 }, { "epoch": 6.54, "learning_rate": 0.00010469999999999998, "loss": 3.0863, "step": 700 }, { "epoch": 7.48, "learning_rate": 0.0001197, "loss": 3.0034, "step": 800 }, { "epoch": 8.41, "learning_rate": 0.0001347, "loss": 2.5449, "step": 900 }, { "epoch": 9.35, "learning_rate": 0.00014969999999999998, "loss": 2.0192, "step": 1000 }, { "epoch": 10.28, "learning_rate": 0.0001647, "loss": 1.846, "step": 1100 }, { "epoch": 11.21, "learning_rate": 0.00017969999999999998, "loss": 1.7371, "step": 1200 }, { "epoch": 12.15, "learning_rate": 0.0001947, "loss": 1.6727, "step": 1300 }, { "epoch": 13.08, "learning_rate": 0.00020969999999999997, "loss": 1.6512, "step": 1400 }, { "epoch": 14.02, "learning_rate": 0.0002247, "loss": 1.6324, "step": 1500 }, { "epoch": 14.95, "learning_rate": 0.0002397, "loss": 1.5982, "step": 1600 }, { "epoch": 15.89, "learning_rate": 0.00025469999999999996, "loss": 1.564, "step": 1700 }, { "epoch": 16.82, "learning_rate": 0.0002697, "loss": 1.5777, "step": 1800 }, { "epoch": 17.76, "learning_rate": 0.0002847, "loss": 1.5636, "step": 1900 }, { "epoch": 18.69, "learning_rate": 0.00029969999999999997, "loss": 1.5412, "step": 2000 }, { "epoch": 18.69, "eval_loss": 0.6161174178123474, "eval_runtime": 82.7828, "eval_samples_per_second": 19.485, "eval_steps_per_second": 19.485, "eval_wer": 0.5747115912836477, "step": 2000 }, { "epoch": 19.63, "learning_rate": 0.00029662068965517237, "loss": 1.5532, "step": 2100 }, { "epoch": 20.56, "learning_rate": 0.0002931724137931034, "loss": 1.547, "step": 2200 }, { "epoch": 21.5, "learning_rate": 0.00028975862068965515, "loss": 1.5271, "step": 2300 }, { "epoch": 22.43, "learning_rate": 0.00028631034482758615, "loss": 1.5141, "step": 2400 }, { "epoch": 23.36, "learning_rate": 0.0002828620689655172, "loss": 1.492, "step": 2500 }, { "epoch": 24.3, "learning_rate": 0.00027941379310344826, "loss": 1.4687, "step": 2600 }, { "epoch": 25.23, "learning_rate": 0.00027596551724137926, "loss": 1.4519, "step": 2700 }, { "epoch": 26.17, "learning_rate": 0.0002725172413793103, "loss": 1.4215, "step": 2800 }, { "epoch": 27.1, "learning_rate": 0.0002690689655172414, "loss": 1.4192, "step": 2900 }, { "epoch": 28.04, "learning_rate": 0.00026562068965517243, "loss": 1.418, "step": 3000 }, { "epoch": 28.97, "learning_rate": 0.00026217241379310343, "loss": 1.3969, "step": 3100 }, { "epoch": 29.91, "learning_rate": 0.00025875862068965515, "loss": 1.3693, "step": 3200 }, { "epoch": 30.84, "learning_rate": 0.0002553448275862069, "loss": 1.3633, "step": 3300 }, { "epoch": 31.78, "learning_rate": 0.0002518965517241379, "loss": 1.3744, "step": 3400 }, { "epoch": 32.71, "learning_rate": 0.00024844827586206894, "loss": 1.3554, "step": 3500 }, { "epoch": 33.64, "learning_rate": 0.000245, "loss": 1.3262, "step": 3600 }, { "epoch": 34.58, "learning_rate": 0.00024155172413793102, "loss": 1.321, "step": 3700 }, { "epoch": 35.51, "learning_rate": 0.00023810344827586205, "loss": 1.3375, "step": 3800 }, { "epoch": 36.45, "learning_rate": 0.0002346551724137931, "loss": 1.3009, "step": 3900 }, { "epoch": 37.38, "learning_rate": 0.00023120689655172413, "loss": 1.311, "step": 4000 }, { "epoch": 37.38, "eval_loss": 0.5707210302352905, "eval_runtime": 86.6018, "eval_samples_per_second": 18.625, "eval_steps_per_second": 18.625, "eval_wer": 0.5070499908441677, "step": 4000 }, { "epoch": 38.32, "learning_rate": 0.00022775862068965516, "loss": 1.2889, "step": 4100 }, { "epoch": 39.25, "learning_rate": 0.00022431034482758616, "loss": 1.3253, "step": 4200 }, { "epoch": 40.19, "learning_rate": 0.00022086206896551722, "loss": 1.2888, "step": 4300 }, { "epoch": 41.12, "learning_rate": 0.00021741379310344825, "loss": 1.2567, "step": 4400 }, { "epoch": 42.06, "learning_rate": 0.0002139655172413793, "loss": 1.2445, "step": 4500 }, { "epoch": 42.99, "learning_rate": 0.00021051724137931033, "loss": 1.2608, "step": 4600 }, { "epoch": 43.93, "learning_rate": 0.00020706896551724136, "loss": 1.2272, "step": 4700 }, { "epoch": 44.86, "learning_rate": 0.0002036206896551724, "loss": 1.2186, "step": 4800 }, { "epoch": 45.79, "learning_rate": 0.0002001724137931034, "loss": 1.2086, "step": 4900 }, { "epoch": 46.73, "learning_rate": 0.00019672413793103444, "loss": 1.2042, "step": 5000 }, { "epoch": 47.66, "learning_rate": 0.0001932758620689655, "loss": 1.1856, "step": 5100 }, { "epoch": 48.6, "learning_rate": 0.00018982758620689653, "loss": 1.1965, "step": 5200 }, { "epoch": 49.53, "learning_rate": 0.00018637931034482758, "loss": 1.2104, "step": 5300 }, { "epoch": 50.47, "learning_rate": 0.0001829310344827586, "loss": 1.1631, "step": 5400 }, { "epoch": 51.4, "learning_rate": 0.00017948275862068964, "loss": 1.1535, "step": 5500 }, { "epoch": 52.34, "learning_rate": 0.0001760344827586207, "loss": 1.1615, "step": 5600 }, { "epoch": 53.27, "learning_rate": 0.0001725862068965517, "loss": 1.1632, "step": 5700 }, { "epoch": 54.21, "learning_rate": 0.00016913793103448272, "loss": 1.1431, "step": 5800 }, { "epoch": 55.14, "learning_rate": 0.00016568965517241378, "loss": 1.1245, "step": 5900 }, { "epoch": 56.07, "learning_rate": 0.0001622413793103448, "loss": 1.1367, "step": 6000 }, { "epoch": 56.07, "eval_loss": 0.5372028946876526, "eval_runtime": 83.9889, "eval_samples_per_second": 19.205, "eval_steps_per_second": 19.205, "eval_wer": 0.46639809558688883, "step": 6000 }, { "epoch": 57.01, "learning_rate": 0.00015879310344827586, "loss": 1.1242, "step": 6100 }, { "epoch": 57.94, "learning_rate": 0.0001553448275862069, "loss": 1.1016, "step": 6200 }, { "epoch": 58.88, "learning_rate": 0.00015189655172413792, "loss": 1.0946, "step": 6300 }, { "epoch": 59.81, "learning_rate": 0.00014844827586206895, "loss": 1.0953, "step": 6400 }, { "epoch": 60.75, "learning_rate": 0.000145, "loss": 1.1016, "step": 6500 }, { "epoch": 61.68, "learning_rate": 0.00014155172413793103, "loss": 1.0745, "step": 6600 }, { "epoch": 62.62, "learning_rate": 0.00013810344827586206, "loss": 1.072, "step": 6700 }, { "epoch": 63.55, "learning_rate": 0.00013465517241379309, "loss": 1.0621, "step": 6800 }, { "epoch": 64.49, "learning_rate": 0.00013120689655172414, "loss": 1.0659, "step": 6900 }, { "epoch": 65.42, "learning_rate": 0.00012775862068965517, "loss": 1.0271, "step": 7000 }, { "epoch": 66.36, "learning_rate": 0.0001243103448275862, "loss": 1.0381, "step": 7100 }, { "epoch": 67.29, "learning_rate": 0.00012086206896551723, "loss": 1.0332, "step": 7200 }, { "epoch": 68.22, "learning_rate": 0.00011741379310344827, "loss": 1.0279, "step": 7300 }, { "epoch": 69.16, "learning_rate": 0.00011396551724137931, "loss": 1.0174, "step": 7400 }, { "epoch": 70.09, "learning_rate": 0.00011051724137931032, "loss": 1.0124, "step": 7500 }, { "epoch": 71.03, "learning_rate": 0.00010706896551724137, "loss": 1.0142, "step": 7600 }, { "epoch": 71.96, "learning_rate": 0.00010362068965517241, "loss": 0.9809, "step": 7700 }, { "epoch": 72.9, "learning_rate": 0.00010017241379310345, "loss": 0.9609, "step": 7800 }, { "epoch": 73.83, "learning_rate": 9.672413793103446e-05, "loss": 0.9808, "step": 7900 }, { "epoch": 74.77, "learning_rate": 9.32758620689655e-05, "loss": 0.9696, "step": 8000 }, { "epoch": 74.77, "eval_loss": 0.5442632436752319, "eval_runtime": 84.0493, "eval_samples_per_second": 19.191, "eval_steps_per_second": 19.191, "eval_wer": 0.4327961911737777, "step": 8000 }, { "epoch": 75.7, "learning_rate": 8.982758620689655e-05, "loss": 0.9559, "step": 8100 }, { "epoch": 76.64, "learning_rate": 8.637931034482759e-05, "loss": 0.9507, "step": 8200 }, { "epoch": 77.57, "learning_rate": 8.29310344827586e-05, "loss": 0.9358, "step": 8300 }, { "epoch": 78.5, "learning_rate": 7.948275862068965e-05, "loss": 0.9367, "step": 8400 }, { "epoch": 79.44, "learning_rate": 7.603448275862069e-05, "loss": 0.9223, "step": 8500 }, { "epoch": 80.37, "learning_rate": 7.258620689655172e-05, "loss": 0.9258, "step": 8600 }, { "epoch": 81.31, "learning_rate": 6.913793103448276e-05, "loss": 0.8865, "step": 8700 }, { "epoch": 82.24, "learning_rate": 6.568965517241379e-05, "loss": 0.9062, "step": 8800 }, { "epoch": 83.18, "learning_rate": 6.224137931034483e-05, "loss": 0.88, "step": 8900 }, { "epoch": 84.11, "learning_rate": 5.8793103448275856e-05, "loss": 0.8794, "step": 9000 }, { "epoch": 85.05, "learning_rate": 5.534482758620689e-05, "loss": 0.8892, "step": 9100 }, { "epoch": 85.98, "learning_rate": 5.1896551724137926e-05, "loss": 0.8746, "step": 9200 }, { "epoch": 86.92, "learning_rate": 4.844827586206896e-05, "loss": 0.8465, "step": 9300 }, { "epoch": 87.85, "learning_rate": 4.5034482758620686e-05, "loss": 0.8453, "step": 9400 }, { "epoch": 88.79, "learning_rate": 4.162068965517241e-05, "loss": 0.8472, "step": 9500 }, { "epoch": 89.72, "learning_rate": 3.817241379310344e-05, "loss": 0.8638, "step": 9600 }, { "epoch": 90.65, "learning_rate": 3.4724137931034475e-05, "loss": 0.8354, "step": 9700 }, { "epoch": 91.59, "learning_rate": 3.127586206896551e-05, "loss": 0.825, "step": 9800 }, { "epoch": 92.52, "learning_rate": 2.7827586206896548e-05, "loss": 0.8395, "step": 9900 }, { "epoch": 93.46, "learning_rate": 2.4379310344827583e-05, "loss": 0.8163, "step": 10000 }, { "epoch": 93.46, "eval_loss": 0.5916153788566589, "eval_runtime": 83.5748, "eval_samples_per_second": 19.3, "eval_steps_per_second": 19.3, "eval_wer": 0.4123786852224867, "step": 10000 }, { "epoch": 94.39, "learning_rate": 2.093103448275862e-05, "loss": 0.8116, "step": 10100 }, { "epoch": 95.33, "learning_rate": 1.7482758620689653e-05, "loss": 0.8103, "step": 10200 }, { "epoch": 96.26, "learning_rate": 1.4034482758620688e-05, "loss": 0.8252, "step": 10300 }, { "epoch": 97.2, "learning_rate": 1.0586206896551723e-05, "loss": 0.805, "step": 10400 }, { "epoch": 98.13, "learning_rate": 7.1379310344827575e-06, "loss": 0.7983, "step": 10500 }, { "epoch": 99.07, "learning_rate": 3.689655172413793e-06, "loss": 0.7991, "step": 10600 }, { "epoch": 100.0, "learning_rate": 2.413793103448276e-07, "loss": 0.8191, "step": 10700 }, { "epoch": 100.0, "step": 10700, "total_flos": 4.070849231885728e+19, "train_loss": 1.4013342235244324, "train_runtime": 14378.2108, "train_samples_per_second": 23.647, "train_steps_per_second": 0.744 } ], "max_steps": 10700, "num_train_epochs": 100, "total_flos": 4.070849231885728e+19, "trial_name": null, "trial_params": null }