{ "best_metric": 54.06850588964662, "best_model_checkpoint": "./checkpoint-400", "epoch": 116.74074074074075, "global_step": 701, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 1.59, "learning_rate": 4.2e-08, "loss": 2.5631, "step": 10 }, { "epoch": 3.3, "learning_rate": 1.02e-07, "loss": 2.7338, "step": 20 }, { "epoch": 4.89, "learning_rate": 1.56e-07, "loss": 2.5033, "step": 30 }, { "epoch": 6.59, "learning_rate": 2.1599999999999998e-07, "loss": 2.5045, "step": 40 }, { "epoch": 8.3, "learning_rate": 2.76e-07, "loss": 2.1675, "step": 50 }, { "epoch": 9.89, "learning_rate": 2.9810526315789476e-07, "loss": 1.7642, "step": 60 }, { "epoch": 11.59, "learning_rate": 2.949473684210526e-07, "loss": 1.6382, "step": 70 }, { "epoch": 13.3, "learning_rate": 2.917894736842105e-07, "loss": 1.469, "step": 80 }, { "epoch": 14.89, "learning_rate": 2.886315789473684e-07, "loss": 1.2432, "step": 90 }, { "epoch": 16.59, "learning_rate": 2.8547368421052633e-07, "loss": 1.2281, "step": 100 }, { "epoch": 16.59, "eval_loss": 1.0950794219970703, "eval_runtime": 2208.5997, "eval_samples_per_second": 0.232, "eval_steps_per_second": 0.058, "eval_wer": 69.31184128952262, "step": 100 }, { "epoch": 18.3, "learning_rate": 2.823157894736842e-07, "loss": 1.1316, "step": 110 }, { "epoch": 19.89, "learning_rate": 2.7915789473684206e-07, "loss": 0.9889, "step": 120 }, { "epoch": 21.59, "learning_rate": 2.76e-07, "loss": 0.9964, "step": 130 }, { "epoch": 23.3, "learning_rate": 2.728421052631579e-07, "loss": 0.9559, "step": 140 }, { "epoch": 24.89, "learning_rate": 2.6968421052631577e-07, "loss": 0.8493, "step": 150 }, { "epoch": 26.59, "learning_rate": 2.665263157894737e-07, "loss": 0.8809, "step": 160 }, { "epoch": 28.3, "learning_rate": 2.6336842105263155e-07, "loss": 0.8447, "step": 170 }, { "epoch": 29.89, "learning_rate": 2.602105263157895e-07, "loss": 0.7582, "step": 180 }, { "epoch": 31.59, "learning_rate": 2.5705263157894734e-07, "loss": 0.789, "step": 190 }, { "epoch": 33.3, "learning_rate": 2.5389473684210526e-07, "loss": 0.7529, "step": 200 }, { "epoch": 33.3, "eval_loss": 0.8693189024925232, "eval_runtime": 2268.4256, "eval_samples_per_second": 0.226, "eval_steps_per_second": 0.056, "eval_wer": 57.563546187228766, "step": 200 }, { "epoch": 34.89, "learning_rate": 2.5073684210526313e-07, "loss": 0.6902, "step": 210 }, { "epoch": 36.59, "learning_rate": 2.4757894736842105e-07, "loss": 0.7184, "step": 220 }, { "epoch": 38.3, "learning_rate": 2.4442105263157897e-07, "loss": 0.6878, "step": 230 }, { "epoch": 39.89, "learning_rate": 2.4126315789473683e-07, "loss": 0.6384, "step": 240 }, { "epoch": 41.59, "learning_rate": 2.3810526315789472e-07, "loss": 0.6526, "step": 250 }, { "epoch": 43.3, "learning_rate": 2.3494736842105262e-07, "loss": 0.6423, "step": 260 }, { "epoch": 44.89, "learning_rate": 2.317894736842105e-07, "loss": 0.5752, "step": 270 }, { "epoch": 46.59, "learning_rate": 2.286315789473684e-07, "loss": 0.6023, "step": 280 }, { "epoch": 48.3, "learning_rate": 2.254736842105263e-07, "loss": 0.5882, "step": 290 }, { "epoch": 49.89, "learning_rate": 2.2231578947368422e-07, "loss": 0.5372, "step": 300 }, { "epoch": 49.89, "eval_loss": 0.8399219512939453, "eval_runtime": 2313.3276, "eval_samples_per_second": 0.221, "eval_steps_per_second": 0.055, "eval_wer": 54.73496590204587, "step": 300 }, { "epoch": 51.59, "learning_rate": 2.191578947368421e-07, "loss": 0.5521, "step": 310 }, { "epoch": 53.3, "learning_rate": 2.1599999999999998e-07, "loss": 0.5448, "step": 320 }, { "epoch": 54.89, "learning_rate": 2.128421052631579e-07, "loss": 0.4926, "step": 330 }, { "epoch": 56.59, "learning_rate": 2.096842105263158e-07, "loss": 0.5193, "step": 340 }, { "epoch": 58.3, "learning_rate": 2.0652631578947368e-07, "loss": 0.4955, "step": 350 }, { "epoch": 59.89, "learning_rate": 2.0336842105263155e-07, "loss": 0.4537, "step": 360 }, { "epoch": 61.59, "learning_rate": 2.0021052631578947e-07, "loss": 0.4724, "step": 370 }, { "epoch": 63.3, "learning_rate": 1.9705263157894736e-07, "loss": 0.461, "step": 380 }, { "epoch": 64.89, "learning_rate": 1.9389473684210525e-07, "loss": 0.4134, "step": 390 }, { "epoch": 66.59, "learning_rate": 1.9073684210526317e-07, "loss": 0.4398, "step": 400 }, { "epoch": 66.59, "eval_loss": 0.8623208999633789, "eval_runtime": 2300.4889, "eval_samples_per_second": 0.223, "eval_steps_per_second": 0.056, "eval_wer": 54.06850588964662, "step": 400 }, { "epoch": 68.3, "learning_rate": 1.8757894736842104e-07, "loss": 0.4255, "step": 410 }, { "epoch": 69.89, "learning_rate": 1.8442105263157893e-07, "loss": 0.3835, "step": 420 }, { "epoch": 71.59, "learning_rate": 1.8126315789473682e-07, "loss": 0.4041, "step": 430 }, { "epoch": 73.3, "learning_rate": 1.7810526315789474e-07, "loss": 0.3895, "step": 440 }, { "epoch": 74.89, "learning_rate": 1.749473684210526e-07, "loss": 0.35, "step": 450 }, { "epoch": 76.59, "learning_rate": 1.717894736842105e-07, "loss": 0.3722, "step": 460 }, { "epoch": 78.3, "learning_rate": 1.6863157894736842e-07, "loss": 0.3569, "step": 470 }, { "epoch": 79.89, "learning_rate": 1.6547368421052632e-07, "loss": 0.3314, "step": 480 }, { "epoch": 81.59, "learning_rate": 1.6231578947368418e-07, "loss": 0.341, "step": 490 }, { "epoch": 83.3, "learning_rate": 1.591578947368421e-07, "loss": 0.3244, "step": 500 }, { "epoch": 83.3, "eval_loss": 0.9098332524299622, "eval_runtime": 2322.6222, "eval_samples_per_second": 0.22, "eval_steps_per_second": 0.055, "eval_wer": 54.750464972101675, "step": 500 }, { "epoch": 84.89, "learning_rate": 1.56e-07, "loss": 0.3066, "step": 510 }, { "epoch": 86.59, "learning_rate": 1.528421052631579e-07, "loss": 0.3158, "step": 520 }, { "epoch": 88.3, "learning_rate": 1.4968421052631578e-07, "loss": 0.304, "step": 530 }, { "epoch": 89.89, "learning_rate": 1.4652631578947367e-07, "loss": 0.2782, "step": 540 }, { "epoch": 91.59, "learning_rate": 1.4336842105263157e-07, "loss": 0.293, "step": 550 }, { "epoch": 93.3, "learning_rate": 1.4021052631578949e-07, "loss": 0.2797, "step": 560 }, { "epoch": 94.89, "learning_rate": 1.3705263157894735e-07, "loss": 0.2595, "step": 570 }, { "epoch": 96.59, "learning_rate": 1.3389473684210527e-07, "loss": 0.2648, "step": 580 }, { "epoch": 98.3, "learning_rate": 1.3073684210526314e-07, "loss": 0.2648, "step": 590 }, { "epoch": 99.89, "learning_rate": 1.2757894736842106e-07, "loss": 0.238, "step": 600 }, { "epoch": 99.89, "eval_loss": 0.9607409238815308, "eval_runtime": 2334.4802, "eval_samples_per_second": 0.219, "eval_steps_per_second": 0.055, "eval_wer": 55.37817730936144, "step": 600 }, { "epoch": 101.59, "learning_rate": 1.2442105263157895e-07, "loss": 0.2493, "step": 610 }, { "epoch": 103.3, "learning_rate": 1.2126315789473684e-07, "loss": 0.2368, "step": 620 }, { "epoch": 104.89, "learning_rate": 1.1810526315789474e-07, "loss": 0.2222, "step": 630 }, { "epoch": 106.59, "learning_rate": 1.1494736842105262e-07, "loss": 0.2325, "step": 640 }, { "epoch": 108.3, "learning_rate": 1.1178947368421052e-07, "loss": 0.2216, "step": 650 }, { "epoch": 109.89, "learning_rate": 1.0863157894736843e-07, "loss": 0.2045, "step": 660 }, { "epoch": 111.59, "learning_rate": 1.0547368421052631e-07, "loss": 0.2168, "step": 670 }, { "epoch": 113.3, "learning_rate": 1.0231578947368421e-07, "loss": 0.2104, "step": 680 }, { "epoch": 114.89, "learning_rate": 9.915789473684209e-08, "loss": 0.1888, "step": 690 }, { "epoch": 116.59, "learning_rate": 9.6e-08, "loss": 0.2014, "step": 700 }, { "epoch": 116.59, "eval_loss": 1.007683515548706, "eval_runtime": 2341.2281, "eval_samples_per_second": 0.219, "eval_steps_per_second": 0.055, "eval_wer": 55.92064476131432, "step": 700 }, { "epoch": 116.74, "step": 701, "total_flos": 1.068294730825728e+20, "train_loss": 0.0002270207000356938, "train_runtime": 19.3242, "train_samples_per_second": 2318.342, "train_steps_per_second": 36.224 } ], "max_steps": 700, "num_train_epochs": 117, "total_flos": 1.068294730825728e+20, "trial_name": null, "trial_params": null }