{ "best_metric": 10.280460624071322, "best_model_checkpoint": "./checkpoint-2000", "epoch": 117.6470588235294, "global_step": 2000, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.47, "learning_rate": 1.5136083400296205e-06, "loss": 0.0024, "step": 25 }, { "epoch": 2.94, "learning_rate": 1.8687587131475301e-06, "loss": 0.0024, "step": 50 }, { "epoch": 4.41, "learning_rate": 2.0711488350670174e-06, "loss": 0.0023, "step": 75 }, { "epoch": 5.88, "learning_rate": 2.213317753617305e-06, "loss": 0.0023, "step": 100 }, { "epoch": 7.35, "learning_rate": 2.3230029693718747e-06, "loss": 0.002, "step": 125 }, { "epoch": 8.82, "learning_rate": 2.412322158351148e-06, "loss": 0.002, "step": 150 }, { "epoch": 10.29, "learning_rate": 2.4876668872198717e-06, "loss": 0.0022, "step": 175 }, { "epoch": 11.76, "learning_rate": 2.552824062407326e-06, "loss": 0.0021, "step": 200 }, { "epoch": 13.24, "learning_rate": 2.610223373296667e-06, "loss": 0.0034, "step": 225 }, { "epoch": 14.71, "learning_rate": 2.661517182828361e-06, "loss": 0.0019, "step": 250 }, { "epoch": 16.18, "learning_rate": 2.7078803874740543e-06, "loss": 0.0018, "step": 275 }, { "epoch": 17.65, "learning_rate": 2.750178319990197e-06, "loss": 0.0023, "step": 300 }, { "epoch": 19.12, "learning_rate": 2.7890667754365044e-06, "loss": 0.0019, "step": 325 }, { "epoch": 20.59, "learning_rate": 2.8250546392106077e-06, "loss": 0.0021, "step": 350 }, { "epoch": 22.06, "learning_rate": 2.8585447348549113e-06, "loss": 0.0023, "step": 375 }, { "epoch": 23.53, "learning_rate": 2.889861392935294e-06, "loss": 0.0021, "step": 400 }, { "epoch": 25.0, "learning_rate": 2.9192696063561725e-06, "loss": 0.0016, "step": 425 }, { "epoch": 26.47, "learning_rate": 2.946988676871634e-06, "loss": 0.0018, "step": 450 }, { "epoch": 27.94, "learning_rate": 2.973202150939645e-06, "loss": 0.0022, "step": 475 }, { "epoch": 29.41, "learning_rate": 2.998065193492142e-06, "loss": 0.0018, "step": 500 }, { "epoch": 30.88, "learning_rate": 2.9811428571428573e-06, "loss": 0.0018, "step": 525 }, { "epoch": 32.35, "learning_rate": 2.959714285714286e-06, "loss": 0.0021, "step": 550 }, { "epoch": 33.82, "learning_rate": 2.9382857142857143e-06, "loss": 0.0017, "step": 575 }, { "epoch": 35.29, "learning_rate": 2.916857142857143e-06, "loss": 0.0018, "step": 600 }, { "epoch": 36.76, "learning_rate": 2.895428571428572e-06, "loss": 0.0016, "step": 625 }, { "epoch": 38.24, "learning_rate": 2.874e-06, "loss": 0.0017, "step": 650 }, { "epoch": 39.71, "learning_rate": 2.8525714285714285e-06, "loss": 0.0016, "step": 675 }, { "epoch": 41.18, "learning_rate": 2.8311428571428574e-06, "loss": 0.0013, "step": 700 }, { "epoch": 42.65, "learning_rate": 2.809714285714286e-06, "loss": 0.0014, "step": 725 }, { "epoch": 44.12, "learning_rate": 2.788285714285714e-06, "loss": 0.0012, "step": 750 }, { "epoch": 45.59, "learning_rate": 2.766857142857143e-06, "loss": 0.0014, "step": 775 }, { "epoch": 47.06, "learning_rate": 2.7454285714285716e-06, "loss": 0.0014, "step": 800 }, { "epoch": 48.53, "learning_rate": 2.724e-06, "loss": 0.0013, "step": 825 }, { "epoch": 50.0, "learning_rate": 2.7025714285714286e-06, "loss": 0.0011, "step": 850 }, { "epoch": 51.47, "learning_rate": 2.681142857142857e-06, "loss": 0.0013, "step": 875 }, { "epoch": 52.94, "learning_rate": 2.6597142857142857e-06, "loss": 0.0014, "step": 900 }, { "epoch": 54.41, "learning_rate": 2.6382857142857142e-06, "loss": 0.0011, "step": 925 }, { "epoch": 55.88, "learning_rate": 2.616857142857143e-06, "loss": 0.0021, "step": 950 }, { "epoch": 57.35, "learning_rate": 2.5954285714285713e-06, "loss": 0.0014, "step": 975 }, { "epoch": 58.82, "learning_rate": 2.574e-06, "loss": 0.0014, "step": 1000 }, { "epoch": 58.82, "eval_loss": 0.4951171875, "eval_runtime": 168.7172, "eval_samples_per_second": 1.612, "eval_steps_per_second": 0.101, "eval_wer": 10.36404160475483, "step": 1000 }, { "epoch": 60.29, "learning_rate": 2.5542857142857143e-06, "loss": 0.0013, "step": 1025 }, { "epoch": 61.76, "learning_rate": 2.532857142857143e-06, "loss": 0.0009, "step": 1050 }, { "epoch": 63.24, "learning_rate": 2.5114285714285718e-06, "loss": 0.0012, "step": 1075 }, { "epoch": 64.71, "learning_rate": 2.49e-06, "loss": 0.0009, "step": 1100 }, { "epoch": 66.18, "learning_rate": 2.4685714285714284e-06, "loss": 0.0014, "step": 1125 }, { "epoch": 67.65, "learning_rate": 2.4471428571428574e-06, "loss": 0.0012, "step": 1150 }, { "epoch": 69.12, "learning_rate": 2.425714285714286e-06, "loss": 0.0009, "step": 1175 }, { "epoch": 70.59, "learning_rate": 2.404285714285714e-06, "loss": 0.0008, "step": 1200 }, { "epoch": 72.06, "learning_rate": 2.382857142857143e-06, "loss": 0.0011, "step": 1225 }, { "epoch": 73.53, "learning_rate": 2.3614285714285715e-06, "loss": 0.0015, "step": 1250 }, { "epoch": 75.0, "learning_rate": 2.34e-06, "loss": 0.0008, "step": 1275 }, { "epoch": 76.47, "learning_rate": 2.3185714285714286e-06, "loss": 0.001, "step": 1300 }, { "epoch": 77.94, "learning_rate": 2.297142857142857e-06, "loss": 0.0009, "step": 1325 }, { "epoch": 79.41, "learning_rate": 2.2757142857142856e-06, "loss": 0.0009, "step": 1350 }, { "epoch": 80.88, "learning_rate": 2.2542857142857146e-06, "loss": 0.0011, "step": 1375 }, { "epoch": 82.35, "learning_rate": 2.232857142857143e-06, "loss": 0.0007, "step": 1400 }, { "epoch": 83.82, "learning_rate": 2.2114285714285712e-06, "loss": 0.001, "step": 1425 }, { "epoch": 85.29, "learning_rate": 2.19e-06, "loss": 0.001, "step": 1450 }, { "epoch": 86.76, "learning_rate": 2.1685714285714287e-06, "loss": 0.0008, "step": 1475 }, { "epoch": 88.24, "learning_rate": 2.1471428571428573e-06, "loss": 0.001, "step": 1500 }, { "epoch": 89.71, "learning_rate": 2.125714285714286e-06, "loss": 0.0008, "step": 1525 }, { "epoch": 91.18, "learning_rate": 2.1042857142857143e-06, "loss": 0.0008, "step": 1550 }, { "epoch": 92.65, "learning_rate": 2.082857142857143e-06, "loss": 0.0006, "step": 1575 }, { "epoch": 94.12, "learning_rate": 2.0614285714285714e-06, "loss": 0.0008, "step": 1600 }, { "epoch": 95.59, "learning_rate": 2.0400000000000004e-06, "loss": 0.0009, "step": 1625 }, { "epoch": 97.06, "learning_rate": 2.0185714285714285e-06, "loss": 0.0009, "step": 1650 }, { "epoch": 98.53, "learning_rate": 1.997142857142857e-06, "loss": 0.0008, "step": 1675 }, { "epoch": 100.0, "learning_rate": 1.975714285714286e-06, "loss": 0.0008, "step": 1700 }, { "epoch": 101.47, "learning_rate": 1.9542857142857145e-06, "loss": 0.0007, "step": 1725 }, { "epoch": 102.94, "learning_rate": 1.9328571428571426e-06, "loss": 0.0005, "step": 1750 }, { "epoch": 104.41, "learning_rate": 1.9114285714285716e-06, "loss": 0.0008, "step": 1775 }, { "epoch": 105.88, "learning_rate": 1.8900000000000001e-06, "loss": 0.0006, "step": 1800 }, { "epoch": 107.35, "learning_rate": 1.8685714285714287e-06, "loss": 0.0007, "step": 1825 }, { "epoch": 108.82, "learning_rate": 1.8471428571428574e-06, "loss": 0.0008, "step": 1850 }, { "epoch": 110.29, "learning_rate": 1.8257142857142857e-06, "loss": 0.0008, "step": 1875 }, { "epoch": 111.76, "learning_rate": 1.8042857142857143e-06, "loss": 0.0005, "step": 1900 }, { "epoch": 113.24, "learning_rate": 1.782857142857143e-06, "loss": 0.0007, "step": 1925 }, { "epoch": 114.71, "learning_rate": 1.7614285714285715e-06, "loss": 0.0006, "step": 1950 }, { "epoch": 116.18, "learning_rate": 1.7399999999999999e-06, "loss": 0.0005, "step": 1975 }, { "epoch": 117.65, "learning_rate": 1.7185714285714286e-06, "loss": 0.0006, "step": 2000 }, { "epoch": 117.65, "eval_loss": 0.51806640625, "eval_runtime": 168.3992, "eval_samples_per_second": 1.615, "eval_steps_per_second": 0.101, "eval_wer": 10.280460624071322, "step": 2000 } ], "max_steps": 4000, "num_train_epochs": 236, "total_flos": 6.161697879136351e+19, "trial_name": null, "trial_params": null }