diff --git "a/trainer_state.json" "b/trainer_state.json" --- "a/trainer_state.json" +++ "b/trainer_state.json" @@ -1,3607 +1,3427 @@ { - "best_metric": 1.509622573852539, - "best_model_checkpoint": "ai-light-dance_singing_ft_pretrain_wav2vec2-large-lv60/checkpoint-2208", - "epoch": 29.99864314789688, + "best_metric": 1.4961477518081665, + "best_model_checkpoint": "ai-light-dance_singing_ft_pretrain_wav2vec2-large-lv60/checkpoint-4416", + "epoch": 9.998756078253987, "global_step": 5520, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { - "epoch": 0.05, - "learning_rate": 3.5000000000000004e-06, - "loss": 24.452, + "epoch": 0.02, + "learning_rate": 4.999980160665104e-05, + "loss": 14.366, "step": 10 }, { - "epoch": 0.11, - "learning_rate": 8.500000000000002e-06, - "loss": 4.8937, + "epoch": 0.04, + "learning_rate": 4.999882989170569e-05, + "loss": 2.8135, "step": 20 }, { - "epoch": 0.16, - "learning_rate": 1.3500000000000001e-05, - "loss": 3.1628, + "epoch": 0.05, + "learning_rate": 4.999704844700443e-05, + "loss": 2.7622, "step": 30 }, { - "epoch": 0.22, - "learning_rate": 1.85e-05, - "loss": 2.7289, + "epoch": 0.07, + "learning_rate": 4.999445733024951e-05, + "loss": 2.5514, "step": 40 }, { - "epoch": 0.27, - "learning_rate": 2.35e-05, - "loss": 2.6206, + "epoch": 0.09, + "learning_rate": 4.9991056625369036e-05, + "loss": 2.5963, "step": 50 }, { - "epoch": 0.33, - "learning_rate": 2.8499999999999998e-05, - "loss": 2.5345, + "epoch": 0.11, + "learning_rate": 4.998684644251424e-05, + "loss": 2.6667, "step": 60 }, { - "epoch": 0.38, - "learning_rate": 3.35e-05, - "loss": 2.3627, + "epoch": 0.13, + "learning_rate": 4.998182691805593e-05, + "loss": 2.4731, "step": 70 }, { - "epoch": 0.43, - "learning_rate": 3.85e-05, - "loss": 2.4229, + "epoch": 0.14, + "learning_rate": 4.9975998214580034e-05, + "loss": 2.3348, "step": 80 }, { - "epoch": 0.49, - "learning_rate": 4.35e-05, - "loss": 2.2473, + "epoch": 0.16, + "learning_rate": 4.996936052088237e-05, + "loss": 2.5527, "step": 90 }, { - "epoch": 0.54, - "learning_rate": 4.85e-05, - "loss": 2.1727, + "epoch": 0.18, + "learning_rate": 4.9961914051962536e-05, + "loss": 2.4417, "step": 100 }, { - "epoch": 0.6, - "learning_rate": 4.9935424354243546e-05, - "loss": 2.068, + "epoch": 0.2, + "learning_rate": 4.995365904901691e-05, + "loss": 2.3026, "step": 110 }, { - "epoch": 0.65, - "learning_rate": 4.9843173431734316e-05, - "loss": 1.942, + "epoch": 0.22, + "learning_rate": 4.994459577943088e-05, + "loss": 2.2979, "step": 120 }, { - "epoch": 0.71, - "learning_rate": 4.975092250922509e-05, - "loss": 1.9866, + "epoch": 0.24, + "learning_rate": 4.993472453677014e-05, + "loss": 2.2495, "step": 130 }, { - "epoch": 0.76, - "learning_rate": 4.965867158671587e-05, - "loss": 1.901, + "epoch": 0.25, + "learning_rate": 4.992404564077122e-05, + "loss": 2.3131, "step": 140 }, { - "epoch": 0.81, - "learning_rate": 4.956642066420664e-05, - "loss": 1.9123, + "epoch": 0.27, + "learning_rate": 4.991255943733109e-05, + "loss": 2.2481, "step": 150 }, { - "epoch": 0.87, - "learning_rate": 4.947416974169742e-05, - "loss": 1.9567, + "epoch": 0.29, + "learning_rate": 4.9900266298496004e-05, + "loss": 2.0497, "step": 160 }, { - "epoch": 0.92, - "learning_rate": 4.9381918819188194e-05, - "loss": 1.9209, + "epoch": 0.31, + "learning_rate": 4.98871666224494e-05, + "loss": 2.0117, "step": 170 }, { - "epoch": 0.98, - "learning_rate": 4.928966789667897e-05, - "loss": 1.8237, + "epoch": 0.33, + "learning_rate": 4.987326083349904e-05, + "loss": 1.9544, "step": 180 }, { - "epoch": 1.0, - "eval_loss": 1.9361721277236938, - "eval_runtime": 222.0007, - "eval_samples_per_second": 8.851, - "eval_steps_per_second": 0.739, - "eval_wer": 1.0743022611052924, - "step": 184 - }, - { - "epoch": 1.03, - "learning_rate": 4.919741697416975e-05, - "loss": 1.8381, + "epoch": 0.34, + "learning_rate": 4.9858549382063255e-05, + "loss": 2.2149, "step": 190 }, { - "epoch": 1.09, - "learning_rate": 4.910516605166052e-05, - "loss": 1.7931, + "epoch": 0.36, + "learning_rate": 4.984303274465635e-05, + "loss": 1.947, "step": 200 }, { - "epoch": 1.14, - "learning_rate": 4.9012915129151295e-05, - "loss": 1.6989, + "epoch": 0.38, + "learning_rate": 4.982671142387316e-05, + "loss": 2.0139, "step": 210 }, { - "epoch": 1.2, - "learning_rate": 4.892066420664207e-05, - "loss": 1.772, + "epoch": 0.4, + "learning_rate": 4.980958594837279e-05, + "loss": 2.2968, "step": 220 }, { - "epoch": 1.25, - "learning_rate": 4.882841328413285e-05, - "loss": 1.851, + "epoch": 0.42, + "learning_rate": 4.97916568728615e-05, + "loss": 2.1341, "step": 230 }, { - "epoch": 1.3, - "learning_rate": 4.873616236162362e-05, - "loss": 1.7447, + "epoch": 0.43, + "learning_rate": 4.9772924778074706e-05, + "loss": 1.8847, "step": 240 }, { - "epoch": 1.36, - "learning_rate": 4.864391143911439e-05, - "loss": 1.6539, + "epoch": 0.45, + "learning_rate": 4.975339027075817e-05, + "loss": 1.8361, "step": 250 }, { - "epoch": 1.41, - "learning_rate": 4.8551660516605166e-05, - "loss": 1.6666, + "epoch": 0.47, + "learning_rate": 4.97330539836484e-05, + "loss": 1.9505, "step": 260 }, { - "epoch": 1.47, - "learning_rate": 4.845940959409594e-05, - "loss": 1.6747, + "epoch": 0.49, + "learning_rate": 4.971191657545209e-05, + "loss": 1.9075, "step": 270 }, { - "epoch": 1.52, - "learning_rate": 4.836715867158672e-05, - "loss": 1.9576, + "epoch": 0.51, + "learning_rate": 4.9689978730824825e-05, + "loss": 1.9039, "step": 280 }, { - "epoch": 1.58, - "learning_rate": 4.827490774907749e-05, - "loss": 1.7807, + "epoch": 0.52, + "learning_rate": 4.9667241160348876e-05, + "loss": 1.8887, "step": 290 }, { - "epoch": 1.63, - "learning_rate": 4.818265682656827e-05, - "loss": 1.7131, + "epoch": 0.54, + "learning_rate": 4.964370460051022e-05, + "loss": 1.7909, "step": 300 }, { - "epoch": 1.68, - "learning_rate": 4.8090405904059044e-05, - "loss": 1.6683, + "epoch": 0.56, + "learning_rate": 4.961936981367465e-05, + "loss": 1.801, "step": 310 }, { - "epoch": 1.74, - "learning_rate": 4.799815498154982e-05, - "loss": 1.652, + "epoch": 0.58, + "learning_rate": 4.9594237588063094e-05, + "loss": 1.7252, "step": 320 }, { - "epoch": 1.79, - "learning_rate": 4.790590405904059e-05, - "loss": 1.6841, + "epoch": 0.6, + "learning_rate": 4.9568308737726096e-05, + "loss": 1.7617, "step": 330 }, { - "epoch": 1.85, - "learning_rate": 4.781365313653137e-05, - "loss": 1.6687, + "epoch": 0.62, + "learning_rate": 4.954158410251744e-05, + "loss": 1.7578, "step": 340 }, { - "epoch": 1.9, - "learning_rate": 4.7721402214022145e-05, - "loss": 1.7193, + "epoch": 0.63, + "learning_rate": 4.9514064548066904e-05, + "loss": 1.652, "step": 350 }, { - "epoch": 1.96, - "learning_rate": 4.762915129151292e-05, - "loss": 1.6396, + "epoch": 0.65, + "learning_rate": 4.948575096575232e-05, + "loss": 1.6462, "step": 360 }, { - "epoch": 2.0, - "eval_loss": 1.7375205755233765, - "eval_runtime": 221.4077, - "eval_samples_per_second": 8.875, - "eval_steps_per_second": 0.741, - "eval_wer": 1.0047132031298134, - "step": 368 - }, - { - "epoch": 2.01, - "learning_rate": 4.753690036900369e-05, - "loss": 1.7377, + "epoch": 0.67, + "learning_rate": 4.94566442726706e-05, + "loss": 1.79, "step": 370 }, { - "epoch": 2.07, - "learning_rate": 4.744464944649447e-05, - "loss": 1.6228, + "epoch": 0.69, + "learning_rate": 4.9426745411608114e-05, + "loss": 1.7842, "step": 380 }, { - "epoch": 2.12, - "learning_rate": 4.735239852398524e-05, - "loss": 1.5957, + "epoch": 0.71, + "learning_rate": 4.939605535101006e-05, + "loss": 1.7447, "step": 390 }, { - "epoch": 2.17, - "learning_rate": 4.7260147601476016e-05, - "loss": 1.5835, + "epoch": 0.72, + "learning_rate": 4.936457508494918e-05, + "loss": 1.667, "step": 400 }, { - "epoch": 2.23, - "learning_rate": 4.716789667896679e-05, - "loss": 1.6163, + "epoch": 0.74, + "learning_rate": 4.933230563309355e-05, + "loss": 1.8771, "step": 410 }, { - "epoch": 2.28, - "learning_rate": 4.707564575645756e-05, - "loss": 1.6906, + "epoch": 0.76, + "learning_rate": 4.929924804067349e-05, + "loss": 1.6324, "step": 420 }, { - "epoch": 2.34, - "learning_rate": 4.698339483394834e-05, - "loss": 1.5954, + "epoch": 0.78, + "learning_rate": 4.926540337844775e-05, + "loss": 1.7609, "step": 430 }, { - "epoch": 2.39, - "learning_rate": 4.689114391143912e-05, - "loss": 1.6243, + "epoch": 0.8, + "learning_rate": 4.9230772742668866e-05, + "loss": 1.7842, "step": 440 }, { - "epoch": 2.45, - "learning_rate": 4.6798892988929894e-05, - "loss": 1.6176, + "epoch": 0.81, + "learning_rate": 4.919535725504757e-05, + "loss": 1.6591, "step": 450 }, { - "epoch": 2.5, - "learning_rate": 4.6706642066420664e-05, - "loss": 1.6545, + "epoch": 0.83, + "learning_rate": 4.915915806271654e-05, + "loss": 1.8631, "step": 460 }, { - "epoch": 2.55, - "learning_rate": 4.661439114391144e-05, - "loss": 1.6033, + "epoch": 0.85, + "learning_rate": 4.9122176338193174e-05, + "loss": 1.8134, "step": 470 }, { - "epoch": 2.61, - "learning_rate": 4.652214022140222e-05, - "loss": 1.5814, + "epoch": 0.87, + "learning_rate": 4.908441327934164e-05, + "loss": 1.6268, "step": 480 }, { - "epoch": 2.66, - "learning_rate": 4.6429889298892995e-05, - "loss": 1.6126, + "epoch": 0.89, + "learning_rate": 4.904587010933409e-05, + "loss": 1.9392, "step": 490 }, { - "epoch": 2.72, - "learning_rate": 4.633763837638377e-05, - "loss": 1.6164, + "epoch": 0.9, + "learning_rate": 4.9006548076611024e-05, + "loss": 1.8746, "step": 500 }, { - "epoch": 2.77, - "learning_rate": 4.624538745387454e-05, - "loss": 1.6162, + "epoch": 0.92, + "learning_rate": 4.8966448454840854e-05, + "loss": 1.6652, "step": 510 }, { - "epoch": 2.82, - "learning_rate": 4.615313653136532e-05, - "loss": 1.5878, + "epoch": 0.94, + "learning_rate": 4.892557254287864e-05, + "loss": 1.6807, "step": 520 }, { - "epoch": 2.88, - "learning_rate": 4.606088560885609e-05, - "loss": 1.5904, + "epoch": 0.96, + "learning_rate": 4.888392166472405e-05, + "loss": 1.7016, "step": 530 }, { - "epoch": 2.93, - "learning_rate": 4.5968634686346866e-05, - "loss": 1.5893, + "epoch": 0.98, + "learning_rate": 4.884149716947845e-05, + "loss": 1.6741, "step": 540 }, { - "epoch": 2.99, - "learning_rate": 4.5876383763837636e-05, - "loss": 1.593, + "epoch": 1.0, + "learning_rate": 4.879830043130118e-05, + "loss": 1.6096, "step": 550 }, { - "epoch": 3.0, - "eval_loss": 1.5942492485046387, - "eval_runtime": 220.0723, - "eval_samples_per_second": 8.929, - "eval_steps_per_second": 0.745, - "eval_wer": 0.9464296716160434, + "epoch": 1.0, + "eval_loss": 1.7650316953659058, + "eval_runtime": 245.0033, + "eval_samples_per_second": 8.02, + "eval_steps_per_second": 4.012, + "eval_wer": 1.0052985028648882, "step": 552 }, { - "epoch": 3.04, - "learning_rate": 4.578413284132841e-05, - "loss": 1.627, + "epoch": 1.01, + "learning_rate": 4.875433284936512e-05, + "loss": 1.7353, "step": 560 }, { - "epoch": 3.1, - "learning_rate": 4.569188191881919e-05, - "loss": 1.5336, + "epoch": 1.03, + "learning_rate": 4.8709595847811294e-05, + "loss": 1.6602, "step": 570 }, { - "epoch": 3.15, - "learning_rate": 4.5599630996309966e-05, - "loss": 1.5652, + "epoch": 1.05, + "learning_rate": 4.866409087570278e-05, + "loss": 1.6609, "step": 580 }, { - "epoch": 3.21, - "learning_rate": 4.550738007380074e-05, - "loss": 1.552, + "epoch": 1.07, + "learning_rate": 4.861781940697776e-05, + "loss": 1.7271, "step": 590 }, { - "epoch": 3.26, - "learning_rate": 4.5415129151291513e-05, - "loss": 1.5808, + "epoch": 1.09, + "learning_rate": 4.8570782940401785e-05, + "loss": 1.7166, "step": 600 }, { - "epoch": 3.31, - "learning_rate": 4.532287822878229e-05, - "loss": 1.562, + "epoch": 1.1, + "learning_rate": 4.8522982999519234e-05, + "loss": 1.7366, "step": 610 }, { - "epoch": 3.37, - "learning_rate": 4.523062730627307e-05, - "loss": 1.6355, + "epoch": 1.12, + "learning_rate": 4.8474421132603945e-05, + "loss": 1.5551, "step": 620 }, { - "epoch": 3.42, - "learning_rate": 4.5138376383763844e-05, - "loss": 1.4959, + "epoch": 1.14, + "learning_rate": 4.8425098912609085e-05, + "loss": 1.5944, "step": 630 }, { - "epoch": 3.48, - "learning_rate": 4.5046125461254614e-05, - "loss": 1.5578, + "epoch": 1.16, + "learning_rate": 4.83750179371162e-05, + "loss": 1.6248, "step": 640 }, { - "epoch": 3.53, - "learning_rate": 4.495387453874539e-05, - "loss": 1.5428, + "epoch": 1.18, + "learning_rate": 4.832417982828344e-05, + "loss": 1.7225, "step": 650 }, { - "epoch": 3.59, - "learning_rate": 4.486162361623616e-05, - "loss": 1.5499, + "epoch": 1.2, + "learning_rate": 4.8272586232793085e-05, + "loss": 1.6396, "step": 660 }, { - "epoch": 3.64, - "learning_rate": 4.476937269372694e-05, - "loss": 1.5335, + "epoch": 1.21, + "learning_rate": 4.822023882179811e-05, + "loss": 1.6435, "step": 670 }, { - "epoch": 3.69, - "learning_rate": 4.4677121771217715e-05, - "loss": 1.5617, + "epoch": 1.23, + "learning_rate": 4.816713929086812e-05, + "loss": 1.6247, "step": 680 }, { - "epoch": 3.75, - "learning_rate": 4.4584870848708485e-05, - "loss": 1.5798, + "epoch": 1.25, + "learning_rate": 4.8113289359934456e-05, + "loss": 1.6521, "step": 690 }, { - "epoch": 3.8, - "learning_rate": 4.449261992619926e-05, - "loss": 1.6642, + "epoch": 1.27, + "learning_rate": 4.8058690773234376e-05, + "loss": 1.8499, "step": 700 }, { - "epoch": 3.86, - "learning_rate": 4.440036900369004e-05, - "loss": 1.5389, + "epoch": 1.29, + "learning_rate": 4.8003345299254685e-05, + "loss": 1.8329, "step": 710 }, { - "epoch": 3.91, - "learning_rate": 4.4308118081180816e-05, - "loss": 1.5419, + "epoch": 1.3, + "learning_rate": 4.794725473067437e-05, + "loss": 1.7598, "step": 720 }, { - "epoch": 3.97, - "learning_rate": 4.4215867158671586e-05, - "loss": 1.5281, + "epoch": 1.32, + "learning_rate": 4.789042088430658e-05, + "loss": 1.5682, "step": 730 }, { - "epoch": 4.0, - "eval_loss": 1.603651762008667, - "eval_runtime": 220.139, - "eval_samples_per_second": 8.926, - "eval_steps_per_second": 0.745, - "eval_wer": 0.9525599162097221, - "step": 736 - }, - { - "epoch": 4.02, - "learning_rate": 4.412361623616236e-05, - "loss": 1.6156, + "epoch": 1.34, + "learning_rate": 4.78328456010397e-05, + "loss": 1.6314, "step": 740 }, { - "epoch": 4.08, - "learning_rate": 4.403136531365314e-05, - "loss": 1.5245, + "epoch": 1.36, + "learning_rate": 4.777453074577784e-05, + "loss": 1.6098, "step": 750 }, { - "epoch": 4.13, - "learning_rate": 4.393911439114392e-05, - "loss": 1.5406, + "epoch": 1.38, + "learning_rate": 4.771547820738035e-05, + "loss": 1.7038, "step": 760 }, { - "epoch": 4.18, - "learning_rate": 4.384686346863469e-05, - "loss": 1.5113, + "epoch": 1.39, + "learning_rate": 4.765568989860065e-05, + "loss": 1.6077, "step": 770 }, { - "epoch": 4.24, - "learning_rate": 4.3754612546125464e-05, - "loss": 1.4826, + "epoch": 1.41, + "learning_rate": 4.759516775602428e-05, + "loss": 1.6007, "step": 780 }, { - "epoch": 4.29, - "learning_rate": 4.366236162361624e-05, - "loss": 1.5617, + "epoch": 1.43, + "learning_rate": 4.7533913740006206e-05, + "loss": 1.5083, "step": 790 }, { - "epoch": 4.35, - "learning_rate": 4.357011070110701e-05, - "loss": 1.4855, + "epoch": 1.45, + "learning_rate": 4.7471929834607246e-05, + "loss": 1.5897, "step": 800 }, { - "epoch": 4.4, - "learning_rate": 4.347785977859779e-05, - "loss": 1.4794, + "epoch": 1.47, + "learning_rate": 4.740921804752989e-05, + "loss": 1.5798, "step": 810 }, { - "epoch": 4.46, - "learning_rate": 4.338560885608856e-05, - "loss": 1.5432, + "epoch": 1.48, + "learning_rate": 4.7345780410053185e-05, + "loss": 1.6451, "step": 820 }, { - "epoch": 4.51, - "learning_rate": 4.3293357933579335e-05, - "loss": 1.5393, + "epoch": 1.5, + "learning_rate": 4.728161897696704e-05, + "loss": 1.7461, "step": 830 }, { - "epoch": 4.56, - "learning_rate": 4.320110701107011e-05, - "loss": 1.4692, + "epoch": 1.52, + "learning_rate": 4.721673582650558e-05, + "loss": 1.6566, "step": 840 }, { - "epoch": 4.62, - "learning_rate": 4.310885608856089e-05, - "loss": 1.4912, + "epoch": 1.54, + "learning_rate": 4.715113306027987e-05, + "loss": 1.6935, "step": 850 }, { - "epoch": 4.67, - "learning_rate": 4.301660516605166e-05, - "loss": 1.525, + "epoch": 1.56, + "learning_rate": 4.708481280320984e-05, + "loss": 1.8284, "step": 860 }, { - "epoch": 4.73, - "learning_rate": 4.2924354243542436e-05, - "loss": 1.537, + "epoch": 1.58, + "learning_rate": 4.701777720345546e-05, + "loss": 1.8826, "step": 870 }, { - "epoch": 4.78, - "learning_rate": 4.283210332103321e-05, - "loss": 1.6147, + "epoch": 1.59, + "learning_rate": 4.695002843234714e-05, + "loss": 1.8929, "step": 880 }, { - "epoch": 4.84, - "learning_rate": 4.273985239852399e-05, - "loss": 1.4958, + "epoch": 1.61, + "learning_rate": 4.688156868431543e-05, + "loss": 1.6442, "step": 890 }, { - "epoch": 4.89, - "learning_rate": 4.264760147601477e-05, - "loss": 1.4511, + "epoch": 1.63, + "learning_rate": 4.681240017681993e-05, + "loss": 1.6897, "step": 900 }, { - "epoch": 4.94, - "learning_rate": 4.255535055350554e-05, - "loss": 1.4764, + "epoch": 1.65, + "learning_rate": 4.674252515027744e-05, + "loss": 1.6115, "step": 910 }, { - "epoch": 5.0, - "learning_rate": 4.2463099630996314e-05, - "loss": 1.5243, + "epoch": 1.67, + "learning_rate": 4.667194586798942e-05, + "loss": 1.6265, "step": 920 }, { - "epoch": 5.0, - "eval_loss": 1.5291955471038818, - "eval_runtime": 219.2797, - "eval_samples_per_second": 8.961, - "eval_steps_per_second": 0.748, - "eval_wer": 0.9407307005113671, - "step": 920 - }, - { - "epoch": 5.05, - "learning_rate": 4.237084870848709e-05, - "loss": 1.4853, + "epoch": 1.68, + "learning_rate": 4.660066461606867e-05, + "loss": 1.5716, "step": 930 }, { - "epoch": 5.11, - "learning_rate": 4.227859778597786e-05, - "loss": 1.5161, + "epoch": 1.7, + "learning_rate": 4.652868370336528e-05, + "loss": 1.6873, "step": 940 }, { - "epoch": 5.16, - "learning_rate": 4.218634686346863e-05, - "loss": 1.4618, + "epoch": 1.72, + "learning_rate": 4.6456005461391854e-05, + "loss": 1.7177, "step": 950 }, { - "epoch": 5.22, - "learning_rate": 4.209409594095941e-05, - "loss": 1.5156, + "epoch": 1.74, + "learning_rate": 4.638263224424798e-05, + "loss": 1.6142, "step": 960 }, { - "epoch": 5.27, - "learning_rate": 4.2001845018450185e-05, - "loss": 1.4883, + "epoch": 1.76, + "learning_rate": 4.6308566428543986e-05, + "loss": 1.677, "step": 970 }, { - "epoch": 5.33, - "learning_rate": 4.190959409594096e-05, - "loss": 1.4644, + "epoch": 1.77, + "learning_rate": 4.623381041332395e-05, + "loss": 1.5227, "step": 980 }, { - "epoch": 5.38, - "learning_rate": 4.181734317343174e-05, - "loss": 1.5241, + "epoch": 1.79, + "learning_rate": 4.615836661998799e-05, + "loss": 1.6907, "step": 990 }, { - "epoch": 5.43, - "learning_rate": 4.172509225092251e-05, - "loss": 1.4509, + "epoch": 1.81, + "learning_rate": 4.608223749221387e-05, + "loss": 1.7877, "step": 1000 }, { - "epoch": 5.49, - "learning_rate": 4.1632841328413286e-05, - "loss": 1.4532, + "epoch": 1.83, + "learning_rate": 4.6005425495877794e-05, + "loss": 1.6388, "step": 1010 }, { - "epoch": 5.54, - "learning_rate": 4.154059040590406e-05, - "loss": 1.5239, + "epoch": 1.85, + "learning_rate": 4.5927933118974595e-05, + "loss": 1.5614, "step": 1020 }, { - "epoch": 5.6, - "learning_rate": 4.144833948339484e-05, - "loss": 1.498, + "epoch": 1.86, + "learning_rate": 4.584976287153706e-05, + "loss": 1.574, "step": 1030 }, { - "epoch": 5.65, - "learning_rate": 4.135608856088561e-05, - "loss": 1.4488, + "epoch": 1.88, + "learning_rate": 4.5770917285554734e-05, + "loss": 1.6305, "step": 1040 }, { - "epoch": 5.71, - "learning_rate": 4.126383763837639e-05, - "loss": 1.4744, + "epoch": 1.9, + "learning_rate": 4.569139891489183e-05, + "loss": 1.657, "step": 1050 }, { - "epoch": 5.76, - "learning_rate": 4.1171586715867164e-05, - "loss": 1.4506, + "epoch": 1.92, + "learning_rate": 4.561121033520452e-05, + "loss": 1.6514, "step": 1060 }, { - "epoch": 5.81, - "learning_rate": 4.1079335793357934e-05, - "loss": 1.4844, + "epoch": 1.94, + "learning_rate": 4.5530354143857556e-05, + "loss": 1.5975, "step": 1070 }, { - "epoch": 5.87, - "learning_rate": 4.098708487084871e-05, - "loss": 1.5083, + "epoch": 1.96, + "learning_rate": 4.544883295984006e-05, + "loss": 1.5849, "step": 1080 }, { - "epoch": 5.92, - "learning_rate": 4.089483394833948e-05, - "loss": 1.4772, + "epoch": 1.97, + "learning_rate": 4.536664942368077e-05, + "loss": 1.5664, "step": 1090 }, { - "epoch": 5.98, - "learning_rate": 4.080258302583026e-05, - "loss": 1.4443, + "epoch": 1.99, + "learning_rate": 4.528380619736247e-05, + "loss": 1.6294, "step": 1100 }, { - "epoch": 6.0, - "eval_loss": 1.5464590787887573, - "eval_runtime": 219.9723, - "eval_samples_per_second": 8.933, - "eval_steps_per_second": 0.746, - "eval_wer": 0.9456595403856817, + "epoch": 2.0, + "eval_loss": 1.673520803451538, + "eval_runtime": 245.2788, + "eval_samples_per_second": 8.011, + "eval_steps_per_second": 4.008, + "eval_wer": 0.9591214342924034, "step": 1104 }, { - "epoch": 6.03, - "learning_rate": 4.0710332103321035e-05, - "loss": 1.5313, + "epoch": 2.01, + "learning_rate": 4.520030596423575e-05, + "loss": 1.7583, "step": 1110 }, { - "epoch": 6.09, - "learning_rate": 4.061808118081181e-05, - "loss": 1.4464, + "epoch": 2.03, + "learning_rate": 4.5116151428932165e-05, + "loss": 1.6247, "step": 1120 }, { - "epoch": 6.14, - "learning_rate": 4.052583025830258e-05, - "loss": 1.4509, + "epoch": 2.05, + "learning_rate": 4.503134531727652e-05, + "loss": 1.5874, "step": 1130 }, { - "epoch": 6.2, - "learning_rate": 4.043357933579336e-05, - "loss": 1.4327, + "epoch": 2.07, + "learning_rate": 4.494589037619867e-05, + "loss": 1.518, "step": 1140 }, { - "epoch": 6.25, - "learning_rate": 4.0341328413284135e-05, - "loss": 1.5132, + "epoch": 2.08, + "learning_rate": 4.4859789373644526e-05, + "loss": 1.5903, "step": 1150 }, { - "epoch": 6.3, - "learning_rate": 4.024907749077491e-05, - "loss": 1.4134, + "epoch": 2.1, + "learning_rate": 4.477304509848636e-05, + "loss": 1.628, "step": 1160 }, { - "epoch": 6.36, - "learning_rate": 4.015682656826568e-05, - "loss": 1.4729, + "epoch": 2.12, + "learning_rate": 4.468566036043251e-05, + "loss": 1.5482, "step": 1170 }, { - "epoch": 6.41, - "learning_rate": 4.006457564575646e-05, - "loss": 1.4597, + "epoch": 2.14, + "learning_rate": 4.459763798993636e-05, + "loss": 1.5684, "step": 1180 }, { - "epoch": 6.47, - "learning_rate": 3.9972324723247236e-05, - "loss": 1.4235, + "epoch": 2.16, + "learning_rate": 4.450898083810465e-05, + "loss": 1.5554, "step": 1190 }, { - "epoch": 6.52, - "learning_rate": 3.988007380073801e-05, - "loss": 1.5225, + "epoch": 2.17, + "learning_rate": 4.4419691776605146e-05, + "loss": 1.6015, "step": 1200 }, { - "epoch": 6.58, - "learning_rate": 3.9787822878228783e-05, - "loss": 1.468, + "epoch": 2.19, + "learning_rate": 4.432977369757362e-05, + "loss": 1.6006, "step": 1210 }, { - "epoch": 6.63, - "learning_rate": 3.969557195571956e-05, - "loss": 1.4392, + "epoch": 2.21, + "learning_rate": 4.4239229513520156e-05, + "loss": 1.5688, "step": 1220 }, { - "epoch": 6.68, - "learning_rate": 3.960332103321033e-05, - "loss": 1.438, + "epoch": 2.23, + "learning_rate": 4.41480621572348e-05, + "loss": 1.6431, "step": 1230 }, { - "epoch": 6.74, - "learning_rate": 3.951107011070111e-05, - "loss": 1.4487, + "epoch": 2.25, + "learning_rate": 4.405627458169265e-05, + "loss": 1.718, "step": 1240 }, { - "epoch": 6.79, - "learning_rate": 3.9418819188191884e-05, - "loss": 1.5486, + "epoch": 2.26, + "learning_rate": 4.396386975995807e-05, + "loss": 1.6374, "step": 1250 }, { - "epoch": 6.85, - "learning_rate": 3.9326568265682654e-05, - "loss": 1.4567, + "epoch": 2.28, + "learning_rate": 4.387085068508852e-05, + "loss": 1.5539, "step": 1260 }, { - "epoch": 6.9, - "learning_rate": 3.923431734317343e-05, - "loss": 1.4321, + "epoch": 2.3, + "learning_rate": 4.377722037003751e-05, + "loss": 1.5053, "step": 1270 }, { - "epoch": 6.96, - "learning_rate": 3.914206642066421e-05, - "loss": 1.4801, + "epoch": 2.32, + "learning_rate": 4.3682981847557094e-05, + "loss": 1.5718, "step": 1280 }, { - "epoch": 7.0, - "eval_loss": 1.5965466499328613, - "eval_runtime": 220.319, - "eval_samples_per_second": 8.919, - "eval_steps_per_second": 0.744, - "eval_wer": 0.9207072885219642, - "step": 1288 - }, - { - "epoch": 7.01, - "learning_rate": 3.9049815498154985e-05, - "loss": 1.4991, + "epoch": 2.34, + "learning_rate": 4.358813817009955e-05, + "loss": 1.5476, "step": 1290 }, { - "epoch": 7.07, - "learning_rate": 3.895756457564576e-05, - "loss": 1.4496, + "epoch": 2.35, + "learning_rate": 4.3492692409718594e-05, + "loss": 1.6163, "step": 1300 }, { - "epoch": 7.12, - "learning_rate": 3.886531365313653e-05, - "loss": 1.4205, + "epoch": 2.37, + "learning_rate": 4.3396647657969805e-05, + "loss": 1.5646, "step": 1310 }, { - "epoch": 7.17, - "learning_rate": 3.877306273062731e-05, - "loss": 1.457, + "epoch": 2.39, + "learning_rate": 4.330000702581053e-05, + "loss": 1.535, "step": 1320 }, { - "epoch": 7.23, - "learning_rate": 3.8680811808118086e-05, - "loss": 1.4199, + "epoch": 2.41, + "learning_rate": 4.3202773643499094e-05, + "loss": 1.49, "step": 1330 }, { - "epoch": 7.28, - "learning_rate": 3.858856088560886e-05, - "loss": 1.438, + "epoch": 2.43, + "learning_rate": 4.310495066049342e-05, + "loss": 1.5298, "step": 1340 }, { - "epoch": 7.34, - "learning_rate": 3.849630996309963e-05, - "loss": 1.4591, + "epoch": 2.45, + "learning_rate": 4.300654124534902e-05, + "loss": 1.5872, "step": 1350 }, { - "epoch": 7.39, - "learning_rate": 3.84040590405904e-05, - "loss": 1.4435, + "epoch": 2.46, + "learning_rate": 4.290754858561637e-05, + "loss": 1.5961, "step": 1360 }, { - "epoch": 7.45, - "learning_rate": 3.831180811808118e-05, - "loss": 1.4468, + "epoch": 2.48, + "learning_rate": 4.2807975887737596e-05, + "loss": 1.5535, "step": 1370 }, { - "epoch": 7.5, - "learning_rate": 3.821955719557196e-05, - "loss": 1.4338, + "epoch": 2.5, + "learning_rate": 4.270782637694273e-05, + "loss": 1.6587, "step": 1380 }, { - "epoch": 7.55, - "learning_rate": 3.8127306273062734e-05, - "loss": 1.4408, + "epoch": 2.52, + "learning_rate": 4.260710329714516e-05, + "loss": 1.679, "step": 1390 }, { - "epoch": 7.61, - "learning_rate": 3.8035055350553504e-05, - "loss": 1.408, + "epoch": 2.54, + "learning_rate": 4.250580991083657e-05, + "loss": 1.561, "step": 1400 }, { - "epoch": 7.66, - "learning_rate": 3.794280442804428e-05, - "loss": 1.404, + "epoch": 2.55, + "learning_rate": 4.2403949498981285e-05, + "loss": 1.5632, "step": 1410 }, { - "epoch": 7.72, - "learning_rate": 3.785055350553506e-05, - "loss": 1.4455, + "epoch": 2.57, + "learning_rate": 4.230152536090999e-05, + "loss": 1.4978, "step": 1420 }, { - "epoch": 7.77, - "learning_rate": 3.7758302583025835e-05, - "loss": 1.4329, + "epoch": 2.59, + "learning_rate": 4.219854081421285e-05, + "loss": 1.4657, "step": 1430 }, { - "epoch": 7.82, - "learning_rate": 3.7666051660516605e-05, - "loss": 1.4411, + "epoch": 2.61, + "learning_rate": 4.209499919463207e-05, + "loss": 1.6614, "step": 1440 }, { - "epoch": 7.88, - "learning_rate": 3.757380073800738e-05, - "loss": 1.47, + "epoch": 2.63, + "learning_rate": 4.199090385595383e-05, + "loss": 1.6041, "step": 1450 }, { - "epoch": 7.93, - "learning_rate": 3.748154981549816e-05, - "loss": 1.3934, + "epoch": 2.64, + "learning_rate": 4.1886258169899675e-05, + "loss": 1.5801, "step": 1460 }, { - "epoch": 7.99, - "learning_rate": 3.7389298892988936e-05, - "loss": 1.4104, + "epoch": 2.66, + "learning_rate": 4.178106552601727e-05, + "loss": 1.5238, "step": 1470 }, { - "epoch": 8.0, - "eval_loss": 1.5224082469940186, - "eval_runtime": 219.345, - "eval_samples_per_second": 8.958, - "eval_steps_per_second": 0.748, - "eval_wer": 0.9210769515125378, - "step": 1472 - }, - { - "epoch": 8.04, - "learning_rate": 3.729704797047971e-05, - "loss": 1.4428, + "epoch": 2.68, + "learning_rate": 4.167532933157066e-05, + "loss": 1.5342, "step": 1480 }, { - "epoch": 8.1, - "learning_rate": 3.720479704797048e-05, - "loss": 1.384, + "epoch": 2.7, + "learning_rate": 4.1569053011429855e-05, + "loss": 1.5576, "step": 1490 }, { - "epoch": 8.15, - "learning_rate": 3.711254612546125e-05, - "loss": 1.3734, + "epoch": 2.72, + "learning_rate": 4.146224000795992e-05, + "loss": 1.5716, "step": 1500 }, { - "epoch": 8.21, - "learning_rate": 3.702029520295203e-05, - "loss": 1.411, + "epoch": 2.73, + "learning_rate": 4.1354893780909476e-05, + "loss": 1.5511, "step": 1510 }, { - "epoch": 8.26, - "learning_rate": 3.692804428044281e-05, - "loss": 1.4471, + "epoch": 2.75, + "learning_rate": 4.1247017807298645e-05, + "loss": 1.5813, "step": 1520 }, { - "epoch": 8.31, - "learning_rate": 3.683579335793358e-05, - "loss": 1.3742, + "epoch": 2.77, + "learning_rate": 4.1138615581306386e-05, + "loss": 1.6684, "step": 1530 }, { - "epoch": 8.37, - "learning_rate": 3.6743542435424354e-05, - "loss": 1.3913, + "epoch": 2.79, + "learning_rate": 4.102969061415735e-05, + "loss": 1.6, "step": 1540 }, { - "epoch": 8.42, - "learning_rate": 3.665129151291513e-05, - "loss": 1.4212, + "epoch": 2.81, + "learning_rate": 4.092024643400818e-05, + "loss": 1.5761, "step": 1550 }, { - "epoch": 8.48, - "learning_rate": 3.655904059040591e-05, - "loss": 1.3764, + "epoch": 2.83, + "learning_rate": 4.081028658583314e-05, + "loss": 1.5007, "step": 1560 }, { - "epoch": 8.53, - "learning_rate": 3.646678966789668e-05, - "loss": 1.4378, + "epoch": 2.84, + "learning_rate": 4.069981463130939e-05, + "loss": 1.5755, "step": 1570 }, { - "epoch": 8.59, - "learning_rate": 3.6374538745387455e-05, - "loss": 1.4019, + "epoch": 2.86, + "learning_rate": 4.058883414870156e-05, + "loss": 1.5925, "step": 1580 }, { - "epoch": 8.64, - "learning_rate": 3.628228782287823e-05, - "loss": 1.3696, + "epoch": 2.88, + "learning_rate": 4.047734873274586e-05, + "loss": 1.5747, "step": 1590 }, { - "epoch": 8.69, - "learning_rate": 3.619003690036901e-05, - "loss": 1.4489, + "epoch": 2.9, + "learning_rate": 4.0365361994533636e-05, + "loss": 1.5586, "step": 1600 }, { - "epoch": 8.75, - "learning_rate": 3.6097785977859786e-05, - "loss": 1.4202, + "epoch": 2.92, + "learning_rate": 4.025287756139445e-05, + "loss": 1.5401, "step": 1610 }, { - "epoch": 8.8, - "learning_rate": 3.6005535055350556e-05, - "loss": 1.3961, + "epoch": 2.93, + "learning_rate": 4.013989907677852e-05, + "loss": 1.4885, "step": 1620 }, { - "epoch": 8.86, - "learning_rate": 3.591328413284133e-05, - "loss": 1.388, + "epoch": 2.95, + "learning_rate": 4.002643020013877e-05, + "loss": 1.6404, "step": 1630 }, { - "epoch": 8.91, - "learning_rate": 3.58210332103321e-05, - "loss": 1.4252, + "epoch": 2.97, + "learning_rate": 3.9912474606812245e-05, + "loss": 1.5739, "step": 1640 }, { - "epoch": 8.97, - "learning_rate": 3.572878228782288e-05, - "loss": 1.3828, + "epoch": 2.99, + "learning_rate": 3.9798035987901096e-05, + "loss": 1.5509, "step": 1650 }, { - "epoch": 9.0, - "eval_loss": 1.5400218963623047, - "eval_runtime": 218.8536, - "eval_samples_per_second": 8.979, - "eval_steps_per_second": 0.749, - "eval_wer": 0.9106955825272627, + "epoch": 3.0, + "eval_loss": 1.617006540298462, + "eval_runtime": 245.2584, + "eval_samples_per_second": 8.012, + "eval_steps_per_second": 4.008, + "eval_wer": 0.9852134803770562, "step": 1656 }, { - "epoch": 9.02, - "learning_rate": 3.563653136531365e-05, - "loss": 1.4439, + "epoch": 3.01, + "learning_rate": 3.968311805015301e-05, + "loss": 1.6357, "step": 1660 }, { - "epoch": 9.08, - "learning_rate": 3.554428044280443e-05, - "loss": 1.3608, + "epoch": 3.03, + "learning_rate": 3.9567724515841164e-05, + "loss": 1.564, "step": 1670 }, { - "epoch": 9.13, - "learning_rate": 3.5452029520295204e-05, - "loss": 1.3713, + "epoch": 3.04, + "learning_rate": 3.945185912264362e-05, + "loss": 1.4766, "step": 1680 }, { - "epoch": 9.18, - "learning_rate": 3.535977859778598e-05, - "loss": 1.3797, + "epoch": 3.06, + "learning_rate": 3.9335525623522296e-05, + "loss": 1.432, "step": 1690 }, { - "epoch": 9.24, - "learning_rate": 3.526752767527676e-05, - "loss": 1.3647, + "epoch": 3.08, + "learning_rate": 3.9218727786601393e-05, + "loss": 1.5134, "step": 1700 }, { - "epoch": 9.29, - "learning_rate": 3.517527675276753e-05, - "loss": 1.4327, + "epoch": 3.1, + "learning_rate": 3.9101469395045345e-05, + "loss": 1.5439, "step": 1710 }, { - "epoch": 9.35, - "learning_rate": 3.5083025830258304e-05, - "loss": 1.379, + "epoch": 3.12, + "learning_rate": 3.898375424693625e-05, + "loss": 1.5595, "step": 1720 }, { - "epoch": 9.4, - "learning_rate": 3.499077490774908e-05, - "loss": 1.3915, + "epoch": 3.13, + "learning_rate": 3.886558615515093e-05, + "loss": 1.4851, "step": 1730 }, { - "epoch": 9.46, - "learning_rate": 3.489852398523986e-05, - "loss": 1.3589, + "epoch": 3.15, + "learning_rate": 3.8746968947237297e-05, + "loss": 1.5089, "step": 1740 }, { - "epoch": 9.51, - "learning_rate": 3.480627306273063e-05, - "loss": 1.3815, + "epoch": 3.17, + "learning_rate": 3.862790646529051e-05, + "loss": 1.5064, "step": 1750 }, { - "epoch": 9.56, - "learning_rate": 3.4714022140221405e-05, - "loss": 1.4257, + "epoch": 3.19, + "learning_rate": 3.850840256582844e-05, + "loss": 1.5289, "step": 1760 }, { - "epoch": 9.62, - "learning_rate": 3.462177121771218e-05, - "loss": 1.3687, + "epoch": 3.21, + "learning_rate": 3.83884611196668e-05, + "loss": 1.549, "step": 1770 }, { - "epoch": 9.67, - "learning_rate": 3.452952029520295e-05, - "loss": 1.3827, + "epoch": 3.22, + "learning_rate": 3.8268086011793737e-05, + "loss": 1.4656, "step": 1780 }, { - "epoch": 9.73, - "learning_rate": 3.443726937269373e-05, - "loss": 1.3821, + "epoch": 3.24, + "learning_rate": 3.814728114124401e-05, + "loss": 1.4998, "step": 1790 }, { - "epoch": 9.78, - "learning_rate": 3.43450184501845e-05, - "loss": 1.4062, + "epoch": 3.26, + "learning_rate": 3.80260504209727e-05, + "loss": 1.5859, "step": 1800 }, { - "epoch": 9.84, - "learning_rate": 3.4252767527675276e-05, - "loss": 1.3866, + "epoch": 3.28, + "learning_rate": 3.790439777772845e-05, + "loss": 1.5248, "step": 1810 }, { - "epoch": 9.89, - "learning_rate": 3.416051660516605e-05, - "loss": 1.3911, + "epoch": 3.3, + "learning_rate": 3.77823271519263e-05, + "loss": 1.4839, "step": 1820 }, { - "epoch": 9.94, - "learning_rate": 3.406826568265683e-05, - "loss": 1.3684, + "epoch": 3.31, + "learning_rate": 3.765984249752004e-05, + "loss": 1.592, "step": 1830 }, { - "epoch": 10.0, - "learning_rate": 3.39760147601476e-05, - "loss": 1.3966, - "step": 1840 - }, - { - "epoch": 10.0, - "eval_loss": 1.5545392036437988, - "eval_runtime": 220.6411, - "eval_samples_per_second": 8.906, - "eval_steps_per_second": 0.743, - "eval_wer": 0.9288706795637977, + "epoch": 3.33, + "learning_rate": 3.753694778187411e-05, + "loss": 1.5277, "step": 1840 }, { - "epoch": 10.05, - "learning_rate": 3.388376383763838e-05, - "loss": 1.402, + "epoch": 3.35, + "learning_rate": 3.741364698563517e-05, + "loss": 1.6631, "step": 1850 }, { - "epoch": 10.11, - "learning_rate": 3.3791512915129154e-05, - "loss": 1.377, + "epoch": 3.37, + "learning_rate": 3.728994410260308e-05, + "loss": 1.6362, "step": 1860 }, { - "epoch": 10.16, - "learning_rate": 3.369926199261993e-05, - "loss": 1.3761, + "epoch": 3.39, + "learning_rate": 3.716584313960159e-05, + "loss": 1.4694, "step": 1870 }, { - "epoch": 10.22, - "learning_rate": 3.360701107011071e-05, - "loss": 1.3519, + "epoch": 3.41, + "learning_rate": 3.7041348116348525e-05, + "loss": 1.4702, "step": 1880 }, { - "epoch": 10.27, - "learning_rate": 3.351476014760148e-05, - "loss": 1.3709, + "epoch": 3.42, + "learning_rate": 3.691646306532564e-05, + "loss": 1.4676, "step": 1890 }, { - "epoch": 10.33, - "learning_rate": 3.3422509225092255e-05, - "loss": 1.3538, + "epoch": 3.44, + "learning_rate": 3.679119203164793e-05, + "loss": 1.4184, "step": 1900 }, { - "epoch": 10.38, - "learning_rate": 3.3330258302583025e-05, - "loss": 1.3532, + "epoch": 3.46, + "learning_rate": 3.666553907293265e-05, + "loss": 1.4747, "step": 1910 }, { - "epoch": 10.43, - "learning_rate": 3.32380073800738e-05, - "loss": 1.3535, + "epoch": 3.48, + "learning_rate": 3.6539508259167863e-05, + "loss": 1.5035, "step": 1920 }, { - "epoch": 10.49, - "learning_rate": 3.314575645756457e-05, - "loss": 1.3521, + "epoch": 3.5, + "learning_rate": 3.6413103672580664e-05, + "loss": 1.5803, "step": 1930 }, { - "epoch": 10.54, - "learning_rate": 3.305350553505535e-05, - "loss": 1.3746, + "epoch": 3.51, + "learning_rate": 3.628632940750486e-05, + "loss": 1.4422, "step": 1940 }, { - "epoch": 10.6, - "learning_rate": 3.2961254612546126e-05, - "loss": 1.3443, + "epoch": 3.53, + "learning_rate": 3.615918957024845e-05, + "loss": 1.4767, "step": 1950 }, { - "epoch": 10.65, - "learning_rate": 3.28690036900369e-05, - "loss": 1.3662, + "epoch": 3.55, + "learning_rate": 3.603168827896055e-05, + "loss": 1.5398, "step": 1960 }, { - "epoch": 10.71, - "learning_rate": 3.277675276752767e-05, - "loss": 1.3685, + "epoch": 3.57, + "learning_rate": 3.590382966349804e-05, + "loss": 1.5347, "step": 1970 }, { - "epoch": 10.76, - "learning_rate": 3.268450184501845e-05, - "loss": 1.3618, + "epoch": 3.59, + "learning_rate": 3.577561786529177e-05, + "loss": 1.4277, "step": 1980 }, { - "epoch": 10.81, - "learning_rate": 3.259225092250923e-05, - "loss": 1.3612, + "epoch": 3.6, + "learning_rate": 3.5647057037212436e-05, + "loss": 1.4241, "step": 1990 }, { - "epoch": 10.87, - "learning_rate": 3.2500000000000004e-05, - "loss": 1.3651, + "epoch": 3.62, + "learning_rate": 3.551815134343606e-05, + "loss": 1.4842, "step": 2000 }, { - "epoch": 10.92, - "learning_rate": 3.240774907749078e-05, - "loss": 1.3502, + "epoch": 3.64, + "learning_rate": 3.53889049593091e-05, + "loss": 1.4583, "step": 2010 }, { - "epoch": 10.98, - "learning_rate": 3.231549815498155e-05, - "loss": 1.3481, + "epoch": 3.66, + "learning_rate": 3.525932207121323e-05, + "loss": 1.4894, "step": 2020 }, { - "epoch": 11.0, - "eval_loss": 1.737160086631775, - "eval_runtime": 221.0608, - "eval_samples_per_second": 8.889, - "eval_steps_per_second": 0.742, - "eval_wer": 0.9772349208305096, - "step": 2024 - }, - { - "epoch": 11.03, - "learning_rate": 3.222324723247233e-05, - "loss": 1.41, + "epoch": 3.68, + "learning_rate": 3.51294068764297e-05, + "loss": 1.5002, "step": 2030 }, { - "epoch": 11.09, - "learning_rate": 3.2130996309963105e-05, - "loss": 1.3683, + "epoch": 3.69, + "learning_rate": 3.499916358300343e-05, + "loss": 1.6458, "step": 2040 }, { - "epoch": 11.14, - "learning_rate": 3.2038745387453875e-05, - "loss": 1.3357, + "epoch": 3.71, + "learning_rate": 3.486859640960668e-05, + "loss": 1.5541, "step": 2050 }, { - "epoch": 11.2, - "learning_rate": 3.1946494464944645e-05, - "loss": 1.3276, + "epoch": 3.73, + "learning_rate": 3.4737709585402416e-05, + "loss": 1.6797, "step": 2060 }, { - "epoch": 11.25, - "learning_rate": 3.185424354243542e-05, - "loss": 1.3485, + "epoch": 3.75, + "learning_rate": 3.460650734990731e-05, + "loss": 1.5946, "step": 2070 }, { - "epoch": 11.3, - "learning_rate": 3.17619926199262e-05, - "loss": 1.3791, + "epoch": 3.77, + "learning_rate": 3.4474993952854425e-05, + "loss": 1.7373, "step": 2080 }, { - "epoch": 11.36, - "learning_rate": 3.1669741697416976e-05, - "loss": 1.3541, + "epoch": 3.79, + "learning_rate": 3.434317365405559e-05, + "loss": 1.6427, "step": 2090 }, { - "epoch": 11.41, - "learning_rate": 3.157749077490775e-05, - "loss": 1.3506, + "epoch": 3.8, + "learning_rate": 3.421105072326338e-05, + "loss": 1.4509, "step": 2100 }, { - "epoch": 11.47, - "learning_rate": 3.148523985239852e-05, - "loss": 1.3192, + "epoch": 3.82, + "learning_rate": 3.407862944003282e-05, + "loss": 1.4324, "step": 2110 }, { - "epoch": 11.52, - "learning_rate": 3.13929889298893e-05, - "loss": 1.3409, + "epoch": 3.84, + "learning_rate": 3.394591409358281e-05, + "loss": 1.4881, "step": 2120 }, { - "epoch": 11.58, - "learning_rate": 3.130073800738008e-05, - "loss": 1.3269, + "epoch": 3.86, + "learning_rate": 3.381290898265716e-05, + "loss": 1.4738, "step": 2130 }, { - "epoch": 11.63, - "learning_rate": 3.1208487084870854e-05, - "loss": 1.3429, + "epoch": 3.88, + "learning_rate": 3.367961841538534e-05, + "loss": 1.5011, "step": 2140 }, { - "epoch": 11.68, - "learning_rate": 3.1116236162361624e-05, - "loss": 1.36, + "epoch": 3.89, + "learning_rate": 3.3546046709142956e-05, + "loss": 1.453, "step": 2150 }, { - "epoch": 11.74, - "learning_rate": 3.10239852398524e-05, - "loss": 1.3443, + "epoch": 3.91, + "learning_rate": 3.341219819041192e-05, + "loss": 1.5015, "step": 2160 }, { - "epoch": 11.79, - "learning_rate": 3.093173431734318e-05, - "loss": 1.3399, + "epoch": 3.93, + "learning_rate": 3.327807719464029e-05, + "loss": 1.4722, "step": 2170 }, { - "epoch": 11.85, - "learning_rate": 3.0839483394833955e-05, - "loss": 1.3504, + "epoch": 3.95, + "learning_rate": 3.314368806610183e-05, + "loss": 1.5097, "step": 2180 }, { - "epoch": 11.9, - "learning_rate": 3.0747232472324725e-05, - "loss": 1.3432, + "epoch": 3.97, + "learning_rate": 3.3009035157755344e-05, + "loss": 1.4377, "step": 2190 }, { - "epoch": 11.96, - "learning_rate": 3.0654981549815495e-05, - "loss": 1.3437, + "epoch": 3.98, + "learning_rate": 3.287412283110361e-05, + "loss": 1.5175, "step": 2200 }, { - "epoch": 12.0, - "eval_loss": 1.509622573852539, - "eval_runtime": 220.9076, - "eval_samples_per_second": 8.895, - "eval_steps_per_second": 0.742, - "eval_wer": 0.9207072885219642, + "epoch": 4.0, + "eval_loss": 1.6312003135681152, + "eval_runtime": 245.9642, + "eval_samples_per_second": 7.989, + "eval_steps_per_second": 3.997, + "eval_wer": 0.9626024274536381, "step": 2208 }, { - "epoch": 12.01, - "learning_rate": 3.056273062730627e-05, - "loss": 1.4016, + "epoch": 4.0, + "learning_rate": 3.27389554560522e-05, + "loss": 1.5521, "step": 2210 }, { - "epoch": 12.07, - "learning_rate": 3.047047970479705e-05, - "loss": 1.3043, + "epoch": 4.02, + "learning_rate": 3.260353741076783e-05, + "loss": 1.515, "step": 2220 }, { - "epoch": 12.12, - "learning_rate": 3.0378228782287826e-05, - "loss": 1.3303, + "epoch": 4.04, + "learning_rate": 3.246787308153664e-05, + "loss": 1.504, "step": 2230 }, { - "epoch": 12.17, - "learning_rate": 3.0285977859778596e-05, - "loss": 1.3502, + "epoch": 4.06, + "learning_rate": 3.233196686262206e-05, + "loss": 1.5164, "step": 2240 }, { - "epoch": 12.23, - "learning_rate": 3.0193726937269373e-05, - "loss": 1.3281, + "epoch": 4.08, + "learning_rate": 3.219582315612253e-05, + "loss": 1.4216, "step": 2250 }, { - "epoch": 12.28, - "learning_rate": 3.010147601476015e-05, - "loss": 1.3209, + "epoch": 4.09, + "learning_rate": 3.205944637182883e-05, + "loss": 1.5813, "step": 2260 }, { - "epoch": 12.34, - "learning_rate": 3.0009225092250926e-05, - "loss": 1.3475, + "epoch": 4.11, + "learning_rate": 3.192284092708132e-05, + "loss": 1.4241, "step": 2270 }, { - "epoch": 12.39, - "learning_rate": 2.9916974169741697e-05, - "loss": 1.3149, + "epoch": 4.13, + "learning_rate": 3.178601124662686e-05, + "loss": 1.4727, "step": 2280 }, { - "epoch": 12.45, - "learning_rate": 2.9824723247232474e-05, - "loss": 1.3076, + "epoch": 4.15, + "learning_rate": 3.164896176247542e-05, + "loss": 1.4977, "step": 2290 }, { - "epoch": 12.5, - "learning_rate": 2.9732472324723247e-05, - "loss": 1.3312, + "epoch": 4.17, + "learning_rate": 3.151169691375658e-05, + "loss": 1.4534, "step": 2300 }, { - "epoch": 12.55, - "learning_rate": 2.9640221402214024e-05, - "loss": 1.3493, + "epoch": 4.18, + "learning_rate": 3.137422114657574e-05, + "loss": 1.5037, "step": 2310 }, { - "epoch": 12.61, - "learning_rate": 2.95479704797048e-05, - "loss": 1.3236, + "epoch": 4.2, + "learning_rate": 3.12365389138701e-05, + "loss": 1.4533, "step": 2320 }, { - "epoch": 12.66, - "learning_rate": 2.945571955719557e-05, - "loss": 1.3417, + "epoch": 4.22, + "learning_rate": 3.109865467526441e-05, + "loss": 1.4436, "step": 2330 }, { - "epoch": 12.72, - "learning_rate": 2.9363468634686348e-05, - "loss": 1.3362, + "epoch": 4.24, + "learning_rate": 3.0960572896926535e-05, + "loss": 1.4711, "step": 2340 }, { - "epoch": 12.77, - "learning_rate": 2.9271217712177125e-05, - "loss": 1.3405, + "epoch": 4.26, + "learning_rate": 3.0822298051422814e-05, + "loss": 1.3989, "step": 2350 }, { - "epoch": 12.82, - "learning_rate": 2.91789667896679e-05, - "loss": 1.3312, + "epoch": 4.28, + "learning_rate": 3.068383461757314e-05, + "loss": 1.4147, "step": 2360 }, { - "epoch": 12.88, - "learning_rate": 2.9086715867158672e-05, - "loss": 1.3392, + "epoch": 4.29, + "learning_rate": 3.0545187080305925e-05, + "loss": 1.4504, "step": 2370 }, { - "epoch": 12.93, - "learning_rate": 2.8994464944649445e-05, - "loss": 1.2999, + "epoch": 4.31, + "learning_rate": 3.040635993051283e-05, + "loss": 1.5228, "step": 2380 }, { - "epoch": 12.99, - "learning_rate": 2.8902214022140222e-05, - "loss": 1.3207, + "epoch": 4.33, + "learning_rate": 3.0267357664903272e-05, + "loss": 1.4371, "step": 2390 }, { - "epoch": 13.0, - "eval_loss": 1.5559078454971313, - "eval_runtime": 221.3456, - "eval_samples_per_second": 8.878, - "eval_steps_per_second": 0.741, - "eval_wer": 0.9220627194874007, - "step": 2392 - }, - { - "epoch": 13.04, - "learning_rate": 2.8809963099631e-05, - "loss": 1.3472, + "epoch": 4.35, + "learning_rate": 3.0128184785858825e-05, + "loss": 1.4633, "step": 2400 }, { - "epoch": 13.1, - "learning_rate": 2.8717712177121776e-05, - "loss": 1.2897, + "epoch": 4.37, + "learning_rate": 2.998884580128732e-05, + "loss": 1.4331, "step": 2410 }, { - "epoch": 13.15, - "learning_rate": 2.8625461254612546e-05, - "loss": 1.3077, + "epoch": 4.38, + "learning_rate": 2.9849345224476882e-05, + "loss": 1.4643, "step": 2420 }, { - "epoch": 13.21, - "learning_rate": 2.8533210332103323e-05, - "loss": 1.3125, + "epoch": 4.4, + "learning_rate": 2.9709687573949714e-05, + "loss": 1.4814, "step": 2430 }, { - "epoch": 13.26, - "learning_rate": 2.8440959409594097e-05, - "loss": 1.3425, + "epoch": 4.42, + "learning_rate": 2.9569877373315758e-05, + "loss": 1.615, "step": 2440 }, { - "epoch": 13.31, - "learning_rate": 2.8348708487084874e-05, - "loss": 1.3392, + "epoch": 4.44, + "learning_rate": 2.9429919151126144e-05, + "loss": 1.539, "step": 2450 }, { - "epoch": 13.37, - "learning_rate": 2.8256457564575644e-05, - "loss": 1.2951, + "epoch": 4.46, + "learning_rate": 2.928981744072655e-05, + "loss": 1.4518, "step": 2460 }, { - "epoch": 13.42, - "learning_rate": 2.816420664206642e-05, - "loss": 1.2996, + "epoch": 4.47, + "learning_rate": 2.914957678011031e-05, + "loss": 1.4609, "step": 2470 }, { - "epoch": 13.48, - "learning_rate": 2.8071955719557198e-05, - "loss": 1.2869, + "epoch": 4.49, + "learning_rate": 2.9009201711771482e-05, + "loss": 1.507, "step": 2480 }, { - "epoch": 13.53, - "learning_rate": 2.7979704797047975e-05, - "loss": 1.3016, + "epoch": 4.51, + "learning_rate": 2.8868696782557663e-05, + "loss": 1.4082, "step": 2490 }, { - "epoch": 13.59, - "learning_rate": 2.7887453874538748e-05, - "loss": 1.2765, + "epoch": 4.53, + "learning_rate": 2.872806654352274e-05, + "loss": 1.4045, "step": 2500 }, { - "epoch": 13.64, - "learning_rate": 2.7795202952029518e-05, - "loss": 1.3083, + "epoch": 4.55, + "learning_rate": 2.858731554977948e-05, + "loss": 1.4227, "step": 2510 }, { - "epoch": 13.69, - "learning_rate": 2.7702952029520295e-05, - "loss": 1.3109, + "epoch": 4.56, + "learning_rate": 2.844644836035199e-05, + "loss": 1.4126, "step": 2520 }, { - "epoch": 13.75, - "learning_rate": 2.7610701107011072e-05, - "loss": 1.3079, + "epoch": 4.58, + "learning_rate": 2.8305469538028007e-05, + "loss": 1.3939, "step": 2530 }, { - "epoch": 13.8, - "learning_rate": 2.751845018450185e-05, - "loss": 1.2955, + "epoch": 4.6, + "learning_rate": 2.8164383649211158e-05, + "loss": 1.4062, "step": 2540 }, { - "epoch": 13.86, - "learning_rate": 2.742619926199262e-05, - "loss": 1.3101, + "epoch": 4.62, + "learning_rate": 2.8023195263773032e-05, + "loss": 1.4337, "step": 2550 }, { - "epoch": 13.91, - "learning_rate": 2.7333948339483396e-05, - "loss": 1.3213, + "epoch": 4.64, + "learning_rate": 2.788190895490515e-05, + "loss": 1.4434, "step": 2560 }, { - "epoch": 13.97, - "learning_rate": 2.724169741697417e-05, - "loss": 1.3103, + "epoch": 4.65, + "learning_rate": 2.774052929897083e-05, + "loss": 1.4993, "step": 2570 }, { - "epoch": 14.0, - "eval_loss": 1.5284996032714844, - "eval_runtime": 219.5072, - "eval_samples_per_second": 8.952, - "eval_steps_per_second": 0.747, - "eval_wer": 0.9241882816831988, - "step": 2576 - }, - { - "epoch": 14.02, - "learning_rate": 2.7149446494464946e-05, - "loss": 1.3567, + "epoch": 4.67, + "learning_rate": 2.7599060875356986e-05, + "loss": 1.3943, "step": 2580 }, { - "epoch": 14.08, - "learning_rate": 2.7057195571955723e-05, - "loss": 1.2752, + "epoch": 4.69, + "learning_rate": 2.7457508266325778e-05, + "loss": 1.4472, "step": 2590 }, { - "epoch": 14.13, - "learning_rate": 2.6964944649446494e-05, - "loss": 1.2801, + "epoch": 4.71, + "learning_rate": 2.7315876056866175e-05, + "loss": 1.4575, "step": 2600 }, { - "epoch": 14.18, - "learning_rate": 2.687269372693727e-05, - "loss": 1.2902, + "epoch": 4.73, + "learning_rate": 2.7174168834545473e-05, + "loss": 1.5409, "step": 2610 }, { - "epoch": 14.24, - "learning_rate": 2.6780442804428047e-05, - "loss": 1.3133, + "epoch": 4.75, + "learning_rate": 2.7032391189360694e-05, + "loss": 1.4751, "step": 2620 }, { - "epoch": 14.29, - "learning_rate": 2.668819188191882e-05, - "loss": 1.33, + "epoch": 4.76, + "learning_rate": 2.6890547713589887e-05, + "loss": 1.5141, "step": 2630 }, { - "epoch": 14.35, - "learning_rate": 2.6595940959409594e-05, - "loss": 1.2925, + "epoch": 4.78, + "learning_rate": 2.674864300164342e-05, + "loss": 1.4914, "step": 2640 }, { - "epoch": 14.4, - "learning_rate": 2.6503690036900368e-05, - "loss": 1.2757, + "epoch": 4.8, + "learning_rate": 2.660668164991512e-05, + "loss": 1.5067, "step": 2650 }, { - "epoch": 14.46, - "learning_rate": 2.6411439114391145e-05, - "loss": 1.3123, + "epoch": 4.82, + "learning_rate": 2.6464668256633453e-05, + "loss": 1.4275, "step": 2660 }, { - "epoch": 14.51, - "learning_rate": 2.6319188191881922e-05, - "loss": 1.3476, + "epoch": 4.84, + "learning_rate": 2.6322607421712507e-05, + "loss": 1.4309, "step": 2670 }, { - "epoch": 14.56, - "learning_rate": 2.6226937269372692e-05, - "loss": 1.3034, + "epoch": 4.85, + "learning_rate": 2.618050374660307e-05, + "loss": 1.4368, "step": 2680 }, { - "epoch": 14.62, - "learning_rate": 2.613468634686347e-05, - "loss": 1.2937, + "epoch": 4.87, + "learning_rate": 2.6038361834143536e-05, + "loss": 1.4353, "step": 2690 }, { - "epoch": 14.67, - "learning_rate": 2.6042435424354246e-05, - "loss": 1.29, + "epoch": 4.89, + "learning_rate": 2.5896186288410835e-05, + "loss": 1.4194, "step": 2700 }, { - "epoch": 14.73, - "learning_rate": 2.595018450184502e-05, - "loss": 1.2854, + "epoch": 4.91, + "learning_rate": 2.575398171457132e-05, + "loss": 1.4261, "step": 2710 }, { - "epoch": 14.78, - "learning_rate": 2.5857933579335796e-05, - "loss": 1.3069, + "epoch": 4.93, + "learning_rate": 2.5611752718731545e-05, + "loss": 1.4367, "step": 2720 }, { - "epoch": 14.84, - "learning_rate": 2.5765682656826566e-05, - "loss": 1.2989, + "epoch": 4.94, + "learning_rate": 2.546950390778916e-05, + "loss": 1.4003, "step": 2730 }, { - "epoch": 14.89, - "learning_rate": 2.5673431734317343e-05, - "loss": 1.2746, + "epoch": 4.96, + "learning_rate": 2.5327239889283612e-05, + "loss": 1.3966, "step": 2740 }, { - "epoch": 14.94, - "learning_rate": 2.558118081180812e-05, - "loss": 1.2927, + "epoch": 4.98, + "learning_rate": 2.5184965271246934e-05, + "loss": 1.4172, "step": 2750 }, { - "epoch": 15.0, - "learning_rate": 2.5488929889298897e-05, - "loss": 1.3032, + "epoch": 5.0, + "learning_rate": 2.504268466205449e-05, + "loss": 1.5267, "step": 2760 }, { - "epoch": 15.0, - "eval_loss": 1.5296591520309448, - "eval_runtime": 220.4741, - "eval_samples_per_second": 8.913, - "eval_steps_per_second": 0.744, - "eval_wer": 0.8982502618446183, + "epoch": 5.0, + "eval_loss": 1.5032153129577637, + "eval_runtime": 256.9784, + "eval_samples_per_second": 7.647, + "eval_steps_per_second": 3.825, + "eval_wer": 0.924927607664346, "step": 2760 }, { - "epoch": 15.05, - "learning_rate": 2.5396678966789667e-05, - "loss": 1.3075, + "epoch": 5.02, + "learning_rate": 2.490040267027568e-05, + "loss": 1.4702, "step": 2770 }, { - "epoch": 15.11, - "learning_rate": 2.5304428044280444e-05, - "loss": 1.2563, + "epoch": 5.04, + "learning_rate": 2.475812390452473e-05, + "loss": 1.4367, "step": 2780 }, { - "epoch": 15.16, - "learning_rate": 2.5212177121771218e-05, - "loss": 1.2831, + "epoch": 5.05, + "learning_rate": 2.4615852973311344e-05, + "loss": 1.3964, "step": 2790 }, { - "epoch": 15.22, - "learning_rate": 2.5119926199261995e-05, - "loss": 1.2732, + "epoch": 5.07, + "learning_rate": 2.4473594484891467e-05, + "loss": 1.4511, "step": 2800 }, { - "epoch": 15.27, - "learning_rate": 2.502767527675277e-05, - "loss": 1.2719, + "epoch": 5.09, + "learning_rate": 2.4331353047117994e-05, + "loss": 1.4437, "step": 2810 }, { - "epoch": 15.33, - "learning_rate": 2.4935424354243545e-05, - "loss": 1.2681, + "epoch": 5.11, + "learning_rate": 2.4189133267291562e-05, + "loss": 1.4537, "step": 2820 }, { - "epoch": 15.38, - "learning_rate": 2.484317343173432e-05, - "loss": 1.2808, + "epoch": 5.13, + "learning_rate": 2.4046939752011295e-05, + "loss": 1.403, "step": 2830 }, { - "epoch": 15.43, - "learning_rate": 2.4750922509225095e-05, - "loss": 1.269, + "epoch": 5.14, + "learning_rate": 2.3904777107025563e-05, + "loss": 1.4306, "step": 2840 }, { - "epoch": 15.49, - "learning_rate": 2.465867158671587e-05, - "loss": 1.263, + "epoch": 5.16, + "learning_rate": 2.3762649937082852e-05, + "loss": 1.383, "step": 2850 }, { - "epoch": 15.54, - "learning_rate": 2.4566420664206643e-05, - "loss": 1.285, + "epoch": 5.18, + "learning_rate": 2.3620562845782572e-05, + "loss": 1.4501, "step": 2860 }, { - "epoch": 15.6, - "learning_rate": 2.4474169741697416e-05, - "loss": 1.2751, + "epoch": 5.2, + "learning_rate": 2.347852043542596e-05, + "loss": 1.4334, "step": 2870 }, { - "epoch": 15.65, - "learning_rate": 2.4381918819188193e-05, - "loss": 1.2568, + "epoch": 5.22, + "learning_rate": 2.3336527306867002e-05, + "loss": 1.4666, "step": 2880 }, { - "epoch": 15.71, - "learning_rate": 2.428966789667897e-05, - "loss": 1.2709, + "epoch": 5.24, + "learning_rate": 2.3194588059363427e-05, + "loss": 1.451, "step": 2890 }, { - "epoch": 15.76, - "learning_rate": 2.4197416974169743e-05, - "loss": 1.307, + "epoch": 5.25, + "learning_rate": 2.3052707290427705e-05, + "loss": 1.3777, "step": 2900 }, { - "epoch": 15.81, - "learning_rate": 2.410516605166052e-05, - "loss": 1.2745, + "epoch": 5.27, + "learning_rate": 2.2910889595678144e-05, + "loss": 1.4644, "step": 2910 }, { - "epoch": 15.87, - "learning_rate": 2.401291512915129e-05, - "loss": 1.2816, + "epoch": 5.29, + "learning_rate": 2.276913956869003e-05, + "loss": 1.3945, "step": 2920 }, { - "epoch": 15.92, - "learning_rate": 2.3920664206642067e-05, - "loss": 1.2611, + "epoch": 5.31, + "learning_rate": 2.2627461800846873e-05, + "loss": 1.4466, "step": 2930 }, { - "epoch": 15.98, - "learning_rate": 2.382841328413284e-05, - "loss": 1.2549, + "epoch": 5.33, + "learning_rate": 2.2485860881191606e-05, + "loss": 1.3538, "step": 2940 }, { - "epoch": 16.0, - "eval_loss": 1.5480983257293701, - "eval_runtime": 219.5217, - "eval_samples_per_second": 8.951, - "eval_steps_per_second": 0.747, - "eval_wer": 0.9074918366089582, - "step": 2944 - }, - { - "epoch": 16.03, - "learning_rate": 2.3736162361623618e-05, - "loss": 1.2909, + "epoch": 5.34, + "learning_rate": 2.2344341396278043e-05, + "loss": 1.4176, "step": 2950 }, { - "epoch": 16.09, - "learning_rate": 2.364391143911439e-05, - "loss": 1.2522, + "epoch": 5.36, + "learning_rate": 2.220290793002224e-05, + "loss": 1.5591, "step": 2960 }, { - "epoch": 16.14, - "learning_rate": 2.3551660516605168e-05, - "loss": 1.2484, + "epoch": 5.38, + "learning_rate": 2.2061565063554064e-05, + "loss": 1.4049, "step": 2970 }, { - "epoch": 16.2, - "learning_rate": 2.3459409594095942e-05, - "loss": 1.2431, + "epoch": 5.4, + "learning_rate": 2.1920317375068785e-05, + "loss": 1.3985, "step": 2980 }, { - "epoch": 16.25, - "learning_rate": 2.3367158671586715e-05, - "loss": 1.2808, + "epoch": 5.42, + "learning_rate": 2.1779169439678786e-05, + "loss": 1.3333, "step": 2990 }, { - "epoch": 16.3, - "learning_rate": 2.3274907749077492e-05, - "loss": 1.2708, + "epoch": 5.43, + "learning_rate": 2.1638125829265385e-05, + "loss": 1.3756, "step": 3000 }, { - "epoch": 16.36, - "learning_rate": 2.3182656826568266e-05, - "loss": 1.2528, + "epoch": 5.45, + "learning_rate": 2.1497191112330735e-05, + "loss": 1.4875, "step": 3010 }, { - "epoch": 16.41, - "learning_rate": 2.3090405904059043e-05, - "loss": 1.2538, + "epoch": 5.47, + "learning_rate": 2.1356369853849868e-05, + "loss": 1.4179, "step": 3020 }, { - "epoch": 16.47, - "learning_rate": 2.2998154981549816e-05, - "loss": 1.2554, + "epoch": 5.49, + "learning_rate": 2.1215666615122778e-05, + "loss": 1.3813, "step": 3030 }, { - "epoch": 16.52, - "learning_rate": 2.2905904059040593e-05, - "loss": 1.2524, + "epoch": 5.51, + "learning_rate": 2.1075085953626758e-05, + "loss": 1.427, "step": 3040 }, { - "epoch": 16.58, - "learning_rate": 2.2813653136531367e-05, - "loss": 1.2464, + "epoch": 5.52, + "learning_rate": 2.0934632422868722e-05, + "loss": 1.4622, "step": 3050 }, { - "epoch": 16.63, - "learning_rate": 2.272140221402214e-05, - "loss": 1.2598, + "epoch": 5.54, + "learning_rate": 2.0794310572237715e-05, + "loss": 1.4232, "step": 3060 }, { - "epoch": 16.68, - "learning_rate": 2.2629151291512914e-05, - "loss": 1.2538, + "epoch": 5.56, + "learning_rate": 2.0654124946857605e-05, + "loss": 1.4035, "step": 3070 }, { - "epoch": 16.74, - "learning_rate": 2.253690036900369e-05, - "loss": 1.2501, + "epoch": 5.58, + "learning_rate": 2.0514080087439773e-05, + "loss": 1.4082, "step": 3080 }, { - "epoch": 16.79, - "learning_rate": 2.2444649446494468e-05, - "loss": 1.2672, + "epoch": 5.6, + "learning_rate": 2.037418053013615e-05, + "loss": 1.4362, "step": 3090 }, { - "epoch": 16.85, - "learning_rate": 2.235239852398524e-05, - "loss": 1.2615, + "epoch": 5.62, + "learning_rate": 2.0234430806392197e-05, + "loss": 1.3959, "step": 3100 }, { - "epoch": 16.9, - "learning_rate": 2.2260147601476018e-05, - "loss": 1.253, + "epoch": 5.63, + "learning_rate": 2.009483544280016e-05, + "loss": 1.4022, "step": 3110 }, { - "epoch": 16.96, - "learning_rate": 2.216789667896679e-05, - "loss": 1.2484, + "epoch": 5.65, + "learning_rate": 1.9955398960952458e-05, + "loss": 1.4149, "step": 3120 }, { - "epoch": 17.0, - "eval_loss": 1.588557481765747, - "eval_runtime": 219.807, - "eval_samples_per_second": 8.94, - "eval_steps_per_second": 0.746, - "eval_wer": 0.9191054155628119, - "step": 3128 - }, - { - "epoch": 17.01, - "learning_rate": 2.2075645756457565e-05, - "loss": 1.2893, + "epoch": 5.67, + "learning_rate": 1.981612587729523e-05, + "loss": 1.4093, "step": 3130 }, { - "epoch": 17.07, - "learning_rate": 2.198339483394834e-05, - "loss": 1.2316, + "epoch": 5.69, + "learning_rate": 1.9677020702981997e-05, + "loss": 1.3723, "step": 3140 }, { - "epoch": 17.12, - "learning_rate": 2.1891143911439116e-05, - "loss": 1.2376, + "epoch": 5.71, + "learning_rate": 1.953808794372761e-05, + "loss": 1.3851, "step": 3150 }, { - "epoch": 17.17, - "learning_rate": 2.179889298892989e-05, - "loss": 1.2401, + "epoch": 5.72, + "learning_rate": 1.939933209966227e-05, + "loss": 1.4208, "step": 3160 }, { - "epoch": 17.23, - "learning_rate": 2.1706642066420666e-05, - "loss": 1.2411, + "epoch": 5.74, + "learning_rate": 1.9260757665185757e-05, + "loss": 1.3521, "step": 3170 }, { - "epoch": 17.28, - "learning_rate": 2.161439114391144e-05, - "loss": 1.2658, + "epoch": 5.76, + "learning_rate": 1.9122369128821877e-05, + "loss": 1.3647, "step": 3180 }, { - "epoch": 17.34, - "learning_rate": 2.1522140221402216e-05, - "loss": 1.226, + "epoch": 5.78, + "learning_rate": 1.8984170973073057e-05, + "loss": 1.3867, "step": 3190 }, { - "epoch": 17.39, - "learning_rate": 2.142988929889299e-05, - "loss": 1.2405, + "epoch": 5.8, + "learning_rate": 1.8846167674275176e-05, + "loss": 1.3815, "step": 3200 }, { - "epoch": 17.45, - "learning_rate": 2.1337638376383763e-05, - "loss": 1.23, + "epoch": 5.81, + "learning_rate": 1.870836370245254e-05, + "loss": 1.406, "step": 3210 }, { - "epoch": 17.5, - "learning_rate": 2.124538745387454e-05, - "loss": 1.2426, + "epoch": 5.83, + "learning_rate": 1.8570763521173122e-05, + "loss": 1.4264, "step": 3220 }, { - "epoch": 17.55, - "learning_rate": 2.1153136531365314e-05, - "loss": 1.2501, + "epoch": 5.85, + "learning_rate": 1.8433371587403972e-05, + "loss": 1.3882, "step": 3230 }, { - "epoch": 17.61, - "learning_rate": 2.106088560885609e-05, - "loss": 1.2313, + "epoch": 5.87, + "learning_rate": 1.8296192351366865e-05, + "loss": 1.4658, "step": 3240 }, { - "epoch": 17.66, - "learning_rate": 2.0968634686346864e-05, - "loss": 1.2385, + "epoch": 5.89, + "learning_rate": 1.8159230256394145e-05, + "loss": 1.5036, "step": 3250 }, { - "epoch": 17.72, - "learning_rate": 2.087638376383764e-05, - "loss": 1.2405, + "epoch": 5.9, + "learning_rate": 1.802248973878479e-05, + "loss": 1.3716, "step": 3260 }, { - "epoch": 17.77, - "learning_rate": 2.0784132841328415e-05, - "loss": 1.2535, + "epoch": 5.92, + "learning_rate": 1.7885975227660738e-05, + "loss": 1.3846, "step": 3270 }, { - "epoch": 17.82, - "learning_rate": 2.069188191881919e-05, - "loss": 1.2412, + "epoch": 5.94, + "learning_rate": 1.7749691144823433e-05, + "loss": 1.4218, "step": 3280 }, { - "epoch": 17.88, - "learning_rate": 2.0599630996309965e-05, - "loss": 1.2307, + "epoch": 5.96, + "learning_rate": 1.761364190461056e-05, + "loss": 1.341, "step": 3290 }, { - "epoch": 17.93, - "learning_rate": 2.050738007380074e-05, - "loss": 1.2338, + "epoch": 5.98, + "learning_rate": 1.7477831913753094e-05, + "loss": 1.3566, "step": 3300 }, { - "epoch": 17.99, - "learning_rate": 2.0415129151291516e-05, - "loss": 1.2282, + "epoch": 6.0, + "learning_rate": 1.7342265571232564e-05, + "loss": 1.4055, "step": 3310 }, { - "epoch": 18.0, - "eval_loss": 1.6610581874847412, - "eval_runtime": 219.6691, - "eval_samples_per_second": 8.945, - "eval_steps_per_second": 0.747, - "eval_wer": 0.923079292711478, + "epoch": 6.0, + "eval_loss": 1.6107233762741089, + "eval_runtime": 255.0576, + "eval_samples_per_second": 7.704, + "eval_steps_per_second": 3.854, + "eval_wer": 0.9438112254328137, "step": 3312 }, { - "epoch": 18.04, - "learning_rate": 2.032287822878229e-05, - "loss": 1.2804, + "epoch": 6.01, + "learning_rate": 1.720694726813855e-05, + "loss": 1.4852, "step": 3320 }, { - "epoch": 18.1, - "learning_rate": 2.0230627306273066e-05, - "loss": 1.2429, + "epoch": 6.03, + "learning_rate": 1.707188138752645e-05, + "loss": 1.4157, "step": 3330 }, { - "epoch": 18.15, - "learning_rate": 2.0138376383763836e-05, - "loss": 1.2481, + "epoch": 6.05, + "learning_rate": 1.6937072304275537e-05, + "loss": 1.3686, "step": 3340 }, { - "epoch": 18.21, - "learning_rate": 2.0046125461254613e-05, - "loss": 1.2284, + "epoch": 6.07, + "learning_rate": 1.680252438494723e-05, + "loss": 1.3748, "step": 3350 }, { - "epoch": 18.26, - "learning_rate": 1.9953874538745387e-05, - "loss": 1.2524, + "epoch": 6.09, + "learning_rate": 1.6668241987643655e-05, + "loss": 1.3679, "step": 3360 }, { - "epoch": 18.31, - "learning_rate": 1.9861623616236164e-05, - "loss": 1.2245, + "epoch": 6.1, + "learning_rate": 1.65342294618665e-05, + "loss": 1.357, "step": 3370 }, { - "epoch": 18.37, - "learning_rate": 1.9769372693726937e-05, - "loss": 1.2177, + "epoch": 6.12, + "learning_rate": 1.6400491148376122e-05, + "loss": 1.3571, "step": 3380 }, { - "epoch": 18.42, - "learning_rate": 1.9677121771217714e-05, - "loss": 1.2052, + "epoch": 6.14, + "learning_rate": 1.6267031379050954e-05, + "loss": 1.3508, "step": 3390 }, { - "epoch": 18.48, - "learning_rate": 1.9584870848708488e-05, - "loss": 1.2303, + "epoch": 6.16, + "learning_rate": 1.613385447674718e-05, + "loss": 1.3845, "step": 3400 }, { - "epoch": 18.53, - "learning_rate": 1.949261992619926e-05, - "loss": 1.2293, + "epoch": 6.18, + "learning_rate": 1.6000964755158722e-05, + "loss": 1.3863, "step": 3410 }, { - "epoch": 18.59, - "learning_rate": 1.9400369003690038e-05, - "loss": 1.2192, + "epoch": 6.2, + "learning_rate": 1.5868366518677517e-05, + "loss": 1.3524, "step": 3420 }, { - "epoch": 18.64, - "learning_rate": 1.930811808118081e-05, - "loss": 1.2228, + "epoch": 6.21, + "learning_rate": 1.5736064062254094e-05, + "loss": 1.373, "step": 3430 }, { - "epoch": 18.69, - "learning_rate": 1.921586715867159e-05, - "loss": 1.208, + "epoch": 6.23, + "learning_rate": 1.5604061671258464e-05, + "loss": 1.3702, "step": 3440 }, { - "epoch": 18.75, - "learning_rate": 1.9123616236162362e-05, - "loss": 1.2228, + "epoch": 6.25, + "learning_rate": 1.5472363621341286e-05, + "loss": 1.3584, "step": 3450 }, { - "epoch": 18.8, - "learning_rate": 1.903136531365314e-05, - "loss": 1.2251, + "epoch": 6.27, + "learning_rate": 1.5340974178295417e-05, + "loss": 1.3749, "step": 3460 }, { - "epoch": 18.86, - "learning_rate": 1.8939114391143912e-05, - "loss": 1.2179, + "epoch": 6.29, + "learning_rate": 1.5209897597917718e-05, + "loss": 1.3644, "step": 3470 }, { - "epoch": 18.91, - "learning_rate": 1.8846863468634686e-05, - "loss": 1.2173, + "epoch": 6.3, + "learning_rate": 1.5079138125871195e-05, + "loss": 1.3928, "step": 3480 }, { - "epoch": 18.97, - "learning_rate": 1.8754612546125463e-05, - "loss": 1.2168, + "epoch": 6.32, + "learning_rate": 1.4948699997547506e-05, + "loss": 1.3659, "step": 3490 }, { - "epoch": 19.0, - "eval_loss": 1.636816143989563, - "eval_runtime": 220.9463, - "eval_samples_per_second": 8.894, - "eval_steps_per_second": 0.742, - "eval_wer": 0.9149775121680734, - "step": 3496 - }, - { - "epoch": 19.02, - "learning_rate": 1.8662361623616236e-05, - "loss": 1.2467, + "epoch": 6.34, + "learning_rate": 1.4818587437929734e-05, + "loss": 1.393, "step": 3500 }, { - "epoch": 19.08, - "learning_rate": 1.8570110701107013e-05, - "loss": 1.2048, + "epoch": 6.36, + "learning_rate": 1.468880466145559e-05, + "loss": 1.3721, "step": 3510 }, { - "epoch": 19.13, - "learning_rate": 1.8477859778597787e-05, - "loss": 1.203, + "epoch": 6.38, + "learning_rate": 1.4559355871880869e-05, + "loss": 1.394, "step": 3520 }, { - "epoch": 19.18, - "learning_rate": 1.8385608856088564e-05, - "loss": 1.2151, + "epoch": 6.39, + "learning_rate": 1.4430245262143283e-05, + "loss": 1.341, "step": 3530 }, { - "epoch": 19.24, - "learning_rate": 1.8293357933579337e-05, - "loss": 1.2042, + "epoch": 6.41, + "learning_rate": 1.4301477014226664e-05, + "loss": 1.4027, "step": 3540 }, { - "epoch": 19.29, - "learning_rate": 1.820110701107011e-05, - "loss": 1.2146, + "epoch": 6.43, + "learning_rate": 1.4173055299025512e-05, + "loss": 1.3432, "step": 3550 }, { - "epoch": 19.35, - "learning_rate": 1.8108856088560884e-05, - "loss": 1.2127, + "epoch": 6.45, + "learning_rate": 1.4044984276209883e-05, + "loss": 1.3322, "step": 3560 }, { - "epoch": 19.4, - "learning_rate": 1.801660516605166e-05, - "loss": 1.2021, + "epoch": 6.47, + "learning_rate": 1.3917268094090663e-05, + "loss": 1.3663, "step": 3570 }, { - "epoch": 19.46, - "learning_rate": 1.7924354243542435e-05, - "loss": 1.2059, + "epoch": 6.48, + "learning_rate": 1.3789910889485175e-05, + "loss": 1.3612, "step": 3580 }, { - "epoch": 19.51, - "learning_rate": 1.7832103321033212e-05, - "loss": 1.2075, + "epoch": 6.5, + "learning_rate": 1.366291678758323e-05, + "loss": 1.3675, "step": 3590 }, { - "epoch": 19.56, - "learning_rate": 1.773985239852399e-05, - "loss": 1.2118, + "epoch": 6.52, + "learning_rate": 1.3536289901813486e-05, + "loss": 1.3394, "step": 3600 }, { - "epoch": 19.62, - "learning_rate": 1.7647601476014762e-05, - "loss": 1.2135, + "epoch": 6.54, + "learning_rate": 1.34100343337102e-05, + "loss": 1.4076, "step": 3610 }, { - "epoch": 19.67, - "learning_rate": 1.7555350553505536e-05, - "loss": 1.2008, + "epoch": 6.56, + "learning_rate": 1.3284154172780404e-05, + "loss": 1.3392, "step": 3620 }, { - "epoch": 19.73, - "learning_rate": 1.746309963099631e-05, - "loss": 1.2102, + "epoch": 6.58, + "learning_rate": 1.3158653496371395e-05, + "loss": 1.3296, "step": 3630 }, { - "epoch": 19.78, - "learning_rate": 1.7370848708487086e-05, - "loss": 1.2349, + "epoch": 6.59, + "learning_rate": 1.303353636953873e-05, + "loss": 1.4404, "step": 3640 }, { - "epoch": 19.84, - "learning_rate": 1.727859778597786e-05, - "loss": 1.2011, + "epoch": 6.61, + "learning_rate": 1.2908806844914517e-05, + "loss": 1.3428, "step": 3650 }, { - "epoch": 19.89, - "learning_rate": 1.7186346863468637e-05, - "loss": 1.2031, + "epoch": 6.63, + "learning_rate": 1.2784468962576136e-05, + "loss": 1.34, "step": 3660 }, { - "epoch": 19.94, - "learning_rate": 1.709409594095941e-05, - "loss": 1.2197, + "epoch": 6.65, + "learning_rate": 1.2660526749915414e-05, + "loss": 1.3361, "step": 3670 }, { - "epoch": 20.0, - "learning_rate": 1.7001845018450187e-05, - "loss": 1.2093, + "epoch": 6.67, + "learning_rate": 1.2536984221508164e-05, + "loss": 1.3727, "step": 3680 }, { - "epoch": 20.0, - "eval_loss": 1.7357299327850342, - "eval_runtime": 220.1926, - "eval_samples_per_second": 8.924, - "eval_steps_per_second": 0.745, - "eval_wer": 0.9135296654549935, - "step": 3680 - }, - { - "epoch": 20.05, - "learning_rate": 1.690959409594096e-05, - "loss": 1.2218, + "epoch": 6.68, + "learning_rate": 1.2413845378984126e-05, + "loss": 1.36, "step": 3690 }, { - "epoch": 20.11, - "learning_rate": 1.6817343173431734e-05, - "loss": 1.1965, + "epoch": 6.7, + "learning_rate": 1.2291114210897387e-05, + "loss": 1.4022, "step": 3700 }, { - "epoch": 20.16, - "learning_rate": 1.672509225092251e-05, - "loss": 1.1916, + "epoch": 6.72, + "learning_rate": 1.2168794692597152e-05, + "loss": 1.3365, "step": 3710 }, { - "epoch": 20.22, - "learning_rate": 1.6632841328413285e-05, - "loss": 1.193, + "epoch": 6.74, + "learning_rate": 1.204689078609902e-05, + "loss": 1.339, "step": 3720 }, { - "epoch": 20.27, - "learning_rate": 1.654059040590406e-05, - "loss": 1.195, + "epoch": 6.76, + "learning_rate": 1.1925406439956605e-05, + "loss": 1.3897, "step": 3730 }, { - "epoch": 20.33, - "learning_rate": 1.6448339483394835e-05, - "loss": 1.1937, + "epoch": 6.77, + "learning_rate": 1.1804345589133683e-05, + "loss": 1.5034, "step": 3740 }, { - "epoch": 20.38, - "learning_rate": 1.635608856088561e-05, - "loss": 1.2048, + "epoch": 6.79, + "learning_rate": 1.1683712154876714e-05, + "loss": 1.4006, "step": 3750 }, { - "epoch": 20.43, - "learning_rate": 1.6263837638376382e-05, - "loss": 1.2026, + "epoch": 6.81, + "learning_rate": 1.1563510044587844e-05, + "loss": 1.3942, "step": 3760 }, { - "epoch": 20.49, - "learning_rate": 1.617158671586716e-05, - "loss": 1.1981, + "epoch": 6.83, + "learning_rate": 1.1443743151698295e-05, + "loss": 1.3792, "step": 3770 }, { - "epoch": 20.54, - "learning_rate": 1.6079335793357932e-05, - "loss": 1.1945, + "epoch": 6.85, + "learning_rate": 1.1324415355542328e-05, + "loss": 1.3591, "step": 3780 }, { - "epoch": 20.6, - "learning_rate": 1.598708487084871e-05, - "loss": 1.1897, + "epoch": 6.86, + "learning_rate": 1.1205530521231538e-05, + "loss": 1.3614, "step": 3790 }, { - "epoch": 20.65, - "learning_rate": 1.5894833948339486e-05, - "loss": 1.1888, + "epoch": 6.88, + "learning_rate": 1.108709249952967e-05, + "loss": 1.3251, "step": 3800 }, { - "epoch": 20.71, - "learning_rate": 1.580258302583026e-05, - "loss": 1.1893, + "epoch": 6.9, + "learning_rate": 1.0969105126727903e-05, + "loss": 1.2982, "step": 3810 }, { - "epoch": 20.76, - "learning_rate": 1.5710332103321033e-05, - "loss": 1.1965, + "epoch": 6.92, + "learning_rate": 1.0851572224520556e-05, + "loss": 1.3748, "step": 3820 }, { - "epoch": 20.81, - "learning_rate": 1.5618081180811807e-05, - "loss": 1.1981, + "epoch": 6.94, + "learning_rate": 1.073449759988135e-05, + "loss": 1.3369, "step": 3830 }, { - "epoch": 20.87, - "learning_rate": 1.5525830258302584e-05, - "loss": 1.1882, + "epoch": 6.96, + "learning_rate": 1.0617885044940063e-05, + "loss": 1.3336, "step": 3840 }, { - "epoch": 20.92, - "learning_rate": 1.5433579335793357e-05, - "loss": 1.2048, + "epoch": 6.97, + "learning_rate": 1.0501738336859704e-05, + "loss": 1.3476, "step": 3850 }, { - "epoch": 20.98, - "learning_rate": 1.5341328413284134e-05, - "loss": 1.1951, + "epoch": 6.99, + "learning_rate": 1.0386061237714181e-05, + "loss": 1.3267, "step": 3860 }, { - "epoch": 21.0, - "eval_loss": 1.6972588300704956, - "eval_runtime": 221.9349, - "eval_samples_per_second": 8.854, - "eval_steps_per_second": 0.739, - "eval_wer": 0.9076458628550305, + "epoch": 7.0, + "eval_loss": 1.538564920425415, + "eval_runtime": 257.7989, + "eval_samples_per_second": 7.622, + "eval_steps_per_second": 3.813, + "eval_wer": 0.9378042018359929, "step": 3864 }, { - "epoch": 21.03, - "learning_rate": 1.5249077490774908e-05, - "loss": 1.2165, + "epoch": 7.01, + "learning_rate": 1.0270857494366442e-05, + "loss": 1.5207, "step": 3870 }, { - "epoch": 21.09, - "learning_rate": 1.5156826568265683e-05, - "loss": 1.1675, + "epoch": 7.03, + "learning_rate": 1.0156130838347083e-05, + "loss": 1.3194, "step": 3880 }, { - "epoch": 21.14, - "learning_rate": 1.506457564575646e-05, - "loss": 1.1787, + "epoch": 7.05, + "learning_rate": 1.0041884985733524e-05, + "loss": 1.3138, "step": 3890 }, { - "epoch": 21.2, - "learning_rate": 1.4972324723247233e-05, - "loss": 1.1614, + "epoch": 7.07, + "learning_rate": 9.92812363702963e-06, + "loss": 1.3357, "step": 3900 }, { - "epoch": 21.25, - "learning_rate": 1.4880073800738009e-05, - "loss": 1.172, + "epoch": 7.08, + "learning_rate": 9.814850477045811e-06, + "loss": 1.3374, "step": 3910 }, { - "epoch": 21.3, - "learning_rate": 1.4787822878228782e-05, - "loss": 1.1791, + "epoch": 7.1, + "learning_rate": 9.702069174779733e-06, + "loss": 1.3352, "step": 3920 }, { - "epoch": 21.36, - "learning_rate": 1.4695571955719559e-05, - "loss": 1.1758, + "epoch": 7.12, + "learning_rate": 9.589783383297424e-06, + "loss": 1.3285, "step": 3930 }, { - "epoch": 21.41, - "learning_rate": 1.4603321033210333e-05, - "loss": 1.1692, + "epoch": 7.14, + "learning_rate": 9.477996739614975e-06, + "loss": 1.3959, "step": 3940 }, { - "epoch": 21.47, - "learning_rate": 1.4511070110701108e-05, - "loss": 1.1734, + "epoch": 7.16, + "learning_rate": 9.366712864580726e-06, + "loss": 1.3584, "step": 3950 }, { - "epoch": 21.52, - "learning_rate": 1.4418819188191881e-05, - "loss": 1.1965, + "epoch": 7.17, + "learning_rate": 9.255935362757995e-06, + "loss": 1.3495, "step": 3960 }, { - "epoch": 21.58, - "learning_rate": 1.4326568265682658e-05, - "loss": 1.1836, + "epoch": 7.19, + "learning_rate": 9.145667822308285e-06, + "loss": 1.3259, "step": 3970 }, { - "epoch": 21.63, - "learning_rate": 1.4234317343173432e-05, - "loss": 1.1716, + "epoch": 7.21, + "learning_rate": 9.035913814875116e-06, + "loss": 1.3274, "step": 3980 }, { - "epoch": 21.68, - "learning_rate": 1.4142066420664207e-05, - "loss": 1.1902, + "epoch": 7.23, + "learning_rate": 8.926676895468305e-06, + "loss": 1.3257, "step": 3990 }, { - "epoch": 21.74, - "learning_rate": 1.4049815498154984e-05, - "loss": 1.1919, + "epoch": 7.25, + "learning_rate": 8.817960602348824e-06, + "loss": 1.3115, "step": 4000 }, { - "epoch": 21.79, - "learning_rate": 1.3957564575645758e-05, - "loss": 1.1896, + "epoch": 7.26, + "learning_rate": 8.709768456914187e-06, + "loss": 1.3032, "step": 4010 }, { - "epoch": 21.85, - "learning_rate": 1.3865313653136533e-05, - "loss": 1.1664, + "epoch": 7.28, + "learning_rate": 8.602103963584396e-06, + "loss": 1.3578, "step": 4020 }, { - "epoch": 21.9, - "learning_rate": 1.3773062730627306e-05, - "loss": 1.1782, + "epoch": 7.3, + "learning_rate": 8.5056599447696e-06, + "loss": 1.5353, "step": 4030 }, { - "epoch": 21.96, - "learning_rate": 1.3680811808118083e-05, - "loss": 1.1835, + "epoch": 7.32, + "learning_rate": 8.399007583813598e-06, + "loss": 1.3411, "step": 4040 }, { - "epoch": 22.0, - "eval_loss": 1.7048912048339844, - "eval_runtime": 221.2004, - "eval_samples_per_second": 8.883, - "eval_steps_per_second": 0.741, - "eval_wer": 0.9170106586162282, - "step": 4048 - }, - { - "epoch": 22.01, - "learning_rate": 1.3588560885608857e-05, - "loss": 1.2062, + "epoch": 7.34, + "learning_rate": 8.29289294072659e-06, + "loss": 1.3024, "step": 4050 }, { - "epoch": 22.07, - "learning_rate": 1.3496309963099632e-05, - "loss": 1.1691, + "epoch": 7.35, + "learning_rate": 8.187319452636822e-06, + "loss": 1.3113, "step": 4060 }, { - "epoch": 22.12, - "learning_rate": 1.3404059040590405e-05, - "loss": 1.1526, + "epoch": 7.37, + "learning_rate": 8.082290539144136e-06, + "loss": 1.4107, "step": 4070 }, { - "epoch": 22.17, - "learning_rate": 1.3311808118081182e-05, - "loss": 1.1604, + "epoch": 7.39, + "learning_rate": 7.977809602209215e-06, + "loss": 1.321, "step": 4080 }, { - "epoch": 22.23, - "learning_rate": 1.3219557195571958e-05, - "loss": 1.1781, + "epoch": 7.41, + "learning_rate": 7.873880026043401e-06, + "loss": 1.3047, "step": 4090 }, { - "epoch": 22.28, - "learning_rate": 1.3127306273062731e-05, - "loss": 1.158, + "epoch": 7.43, + "learning_rate": 7.770505176999066e-06, + "loss": 1.316, "step": 4100 }, { - "epoch": 22.34, - "learning_rate": 1.3035055350553508e-05, - "loss": 1.1649, + "epoch": 7.45, + "learning_rate": 7.667688403460585e-06, + "loss": 1.3609, "step": 4110 }, { - "epoch": 22.39, - "learning_rate": 1.294280442804428e-05, - "loss": 1.1725, + "epoch": 7.46, + "learning_rate": 7.565433035735858e-06, + "loss": 1.3326, "step": 4120 }, { - "epoch": 22.45, - "learning_rate": 1.2850553505535057e-05, - "loss": 1.1674, + "epoch": 7.48, + "learning_rate": 7.463742385948469e-06, + "loss": 1.2952, "step": 4130 }, { - "epoch": 22.5, - "learning_rate": 1.275830258302583e-05, - "loss": 1.167, + "epoch": 7.5, + "learning_rate": 7.362619747930385e-06, + "loss": 1.2864, "step": 4140 }, { - "epoch": 22.55, - "learning_rate": 1.2666051660516606e-05, - "loss": 1.1704, + "epoch": 7.52, + "learning_rate": 7.2620683971152735e-06, + "loss": 1.3464, "step": 4150 }, { - "epoch": 22.61, - "learning_rate": 1.2573800738007379e-05, - "loss": 1.1729, + "epoch": 7.54, + "learning_rate": 7.162091590432407e-06, + "loss": 1.3382, "step": 4160 }, { - "epoch": 22.66, - "learning_rate": 1.2481549815498156e-05, - "loss": 1.1703, + "epoch": 7.55, + "learning_rate": 7.062692566201151e-06, + "loss": 1.3399, "step": 4170 }, { - "epoch": 22.72, - "learning_rate": 1.2389298892988931e-05, - "loss": 1.1664, + "epoch": 7.57, + "learning_rate": 6.9638745440261084e-06, + "loss": 1.3286, "step": 4180 }, { - "epoch": 22.77, - "learning_rate": 1.2297047970479705e-05, - "loss": 1.1594, + "epoch": 7.59, + "learning_rate": 6.865640724692815e-06, + "loss": 1.3425, "step": 4190 }, { - "epoch": 22.82, - "learning_rate": 1.220479704797048e-05, - "loss": 1.1583, + "epoch": 7.61, + "learning_rate": 6.767994290064047e-06, + "loss": 1.3574, "step": 4200 }, { - "epoch": 22.88, - "learning_rate": 1.2112546125461255e-05, - "loss": 1.1555, + "epoch": 7.63, + "learning_rate": 6.67093840297679e-06, + "loss": 1.3482, "step": 4210 }, { - "epoch": 22.93, - "learning_rate": 1.202029520295203e-05, - "loss": 1.1585, + "epoch": 7.64, + "learning_rate": 6.574476207139771e-06, + "loss": 1.3497, "step": 4220 }, { - "epoch": 22.99, - "learning_rate": 1.1928044280442804e-05, - "loss": 1.1554, + "epoch": 7.66, + "learning_rate": 6.478610827031647e-06, + "loss": 1.319, "step": 4230 }, { - "epoch": 23.0, - "eval_loss": 1.766296625137329, - "eval_runtime": 221.7981, - "eval_samples_per_second": 8.859, - "eval_steps_per_second": 0.739, - "eval_wer": 0.9182428685848069, - "step": 4232 - }, - { - "epoch": 23.04, - "learning_rate": 1.183579335793358e-05, - "loss": 1.1897, + "epoch": 7.68, + "learning_rate": 6.383345367799784e-06, + "loss": 1.3026, "step": 4240 }, { - "epoch": 23.1, - "learning_rate": 1.1743542435424356e-05, - "loss": 1.1549, + "epoch": 7.7, + "learning_rate": 6.288682915159686e-06, + "loss": 1.3248, "step": 4250 }, { - "epoch": 23.15, - "learning_rate": 1.165129151291513e-05, - "loss": 1.1544, + "epoch": 7.72, + "learning_rate": 6.194626535295059e-06, + "loss": 1.35, "step": 4260 }, { - "epoch": 23.21, - "learning_rate": 1.1559040590405905e-05, - "loss": 1.1362, + "epoch": 7.73, + "learning_rate": 6.101179274758461e-06, + "loss": 1.3128, "step": 4270 }, { - "epoch": 23.26, - "learning_rate": 1.146678966789668e-05, - "loss": 1.1507, + "epoch": 7.75, + "learning_rate": 6.008344160372667e-06, + "loss": 1.3057, "step": 4280 }, { - "epoch": 23.31, - "learning_rate": 1.1374538745387454e-05, - "loss": 1.1564, + "epoch": 7.77, + "learning_rate": 5.916124199132597e-06, + "loss": 1.3375, "step": 4290 }, { - "epoch": 23.37, - "learning_rate": 1.1282287822878229e-05, - "loss": 1.1528, + "epoch": 7.79, + "learning_rate": 5.824522378107935e-06, + "loss": 1.3053, "step": 4300 }, { - "epoch": 23.42, - "learning_rate": 1.1190036900369004e-05, - "loss": 1.1463, + "epoch": 7.81, + "learning_rate": 5.733541664346342e-06, + "loss": 1.3479, "step": 4310 }, { - "epoch": 23.48, - "learning_rate": 1.109778597785978e-05, - "loss": 1.1399, + "epoch": 7.83, + "learning_rate": 5.643185004777404e-06, + "loss": 1.3551, "step": 4320 }, { - "epoch": 23.53, - "learning_rate": 1.1005535055350553e-05, - "loss": 1.1491, + "epoch": 7.84, + "learning_rate": 5.553455326117138e-06, + "loss": 1.3793, "step": 4330 }, { - "epoch": 23.59, - "learning_rate": 1.091328413284133e-05, - "loss": 1.1513, + "epoch": 7.86, + "learning_rate": 5.464355534773216e-06, + "loss": 1.3298, "step": 4340 }, { - "epoch": 23.64, - "learning_rate": 1.0821033210332105e-05, - "loss": 1.1494, + "epoch": 7.88, + "learning_rate": 5.3758885167507904e-06, + "loss": 1.3677, "step": 4350 }, { - "epoch": 23.69, - "learning_rate": 1.0728782287822878e-05, - "loss": 1.1412, + "epoch": 7.9, + "learning_rate": 5.2880571375590655e-06, + "loss": 1.3009, "step": 4360 }, { - "epoch": 23.75, - "learning_rate": 1.0636531365313654e-05, - "loss": 1.1553, + "epoch": 7.92, + "learning_rate": 5.2008642421184475e-06, + "loss": 1.326, "step": 4370 }, { - "epoch": 23.8, - "learning_rate": 1.0544280442804429e-05, - "loss": 1.1469, + "epoch": 7.93, + "learning_rate": 5.114312654668396e-06, + "loss": 1.3168, "step": 4380 }, { - "epoch": 23.86, - "learning_rate": 1.0452029520295204e-05, - "loss": 1.1468, + "epoch": 7.95, + "learning_rate": 5.02840517867596e-06, + "loss": 1.383, "step": 4390 }, { - "epoch": 23.91, - "learning_rate": 1.0359778597785978e-05, - "loss": 1.1551, + "epoch": 7.97, + "learning_rate": 4.943144596744956e-06, + "loss": 1.3159, "step": 4400 }, { - "epoch": 23.97, - "learning_rate": 1.0267527675276753e-05, - "loss": 1.1418, + "epoch": 7.99, + "learning_rate": 4.8585336705258615e-06, + "loss": 1.312, "step": 4410 }, { - "epoch": 24.0, - "eval_loss": 1.6813879013061523, - "eval_runtime": 216.1625, - "eval_samples_per_second": 9.09, - "eval_steps_per_second": 0.759, - "eval_wer": 0.9133756392089212, + "epoch": 8.0, + "eval_loss": 1.4961477518081665, + "eval_runtime": 253.0297, + "eval_samples_per_second": 7.766, + "eval_steps_per_second": 3.885, + "eval_wer": 0.9206456780235353, "step": 4416 }, { - "epoch": 24.02, - "learning_rate": 1.0175276752767528e-05, - "loss": 1.1671, + "epoch": 8.01, + "learning_rate": 4.7745751406263165e-06, + "loss": 1.4127, "step": 4420 }, { - "epoch": 24.08, - "learning_rate": 1.0083025830258303e-05, - "loss": 1.1418, + "epoch": 8.03, + "learning_rate": 4.691271726522409e-06, + "loss": 1.2819, "step": 4430 }, { - "epoch": 24.13, - "learning_rate": 9.990774907749079e-06, - "loss": 1.1243, + "epoch": 8.04, + "learning_rate": 4.608626126470561e-06, + "loss": 1.3285, "step": 4440 }, { - "epoch": 24.18, - "learning_rate": 9.898523985239854e-06, - "loss": 1.146, + "epoch": 8.06, + "learning_rate": 4.526641017420119e-06, + "loss": 1.3204, "step": 4450 }, { - "epoch": 24.24, - "learning_rate": 9.806273062730629e-06, - "loss": 1.1317, + "epoch": 8.08, + "learning_rate": 4.44531905492667e-06, + "loss": 1.2922, "step": 4460 }, { - "epoch": 24.29, - "learning_rate": 9.714022140221402e-06, - "loss": 1.1511, + "epoch": 8.1, + "learning_rate": 4.364662873066016e-06, + "loss": 1.3308, "step": 4470 }, { - "epoch": 24.35, - "learning_rate": 9.621771217712178e-06, - "loss": 1.1261, + "epoch": 8.12, + "learning_rate": 4.284675084348852e-06, + "loss": 1.3136, "step": 4480 }, { - "epoch": 24.4, - "learning_rate": 9.529520295202953e-06, - "loss": 1.13, + "epoch": 8.13, + "learning_rate": 4.205358279636143e-06, + "loss": 1.2926, "step": 4490 }, { - "epoch": 24.46, - "learning_rate": 9.437269372693726e-06, - "loss": 1.1225, + "epoch": 8.15, + "learning_rate": 4.126715028055225e-06, + "loss": 1.3115, "step": 4500 }, { - "epoch": 24.51, - "learning_rate": 9.345018450184502e-06, - "loss": 1.1406, + "epoch": 8.17, + "learning_rate": 4.048747876916539e-06, + "loss": 1.3122, "step": 4510 }, { - "epoch": 24.56, - "learning_rate": 9.252767527675277e-06, - "loss": 1.1353, + "epoch": 8.19, + "learning_rate": 3.971459351631191e-06, + "loss": 1.281, "step": 4520 }, { - "epoch": 24.62, - "learning_rate": 9.160516605166052e-06, - "loss": 1.1483, + "epoch": 8.21, + "learning_rate": 3.894851955629092e-06, + "loss": 1.3512, "step": 4530 }, { - "epoch": 24.67, - "learning_rate": 9.068265682656827e-06, - "loss": 1.1212, + "epoch": 8.22, + "learning_rate": 3.818928170277911e-06, + "loss": 1.3131, "step": 4540 }, { - "epoch": 24.73, - "learning_rate": 8.976014760147603e-06, - "loss": 1.1156, + "epoch": 8.24, + "learning_rate": 3.743690454802673e-06, + "loss": 1.3419, "step": 4550 }, { - "epoch": 24.78, - "learning_rate": 8.883763837638378e-06, - "loss": 1.1244, + "epoch": 8.26, + "learning_rate": 3.669141246206126e-06, + "loss": 1.2918, "step": 4560 }, { - "epoch": 24.84, - "learning_rate": 8.791512915129151e-06, - "loss": 1.1211, + "epoch": 8.28, + "learning_rate": 3.5952829591897746e-06, + "loss": 1.3001, "step": 4570 }, { - "epoch": 24.89, - "learning_rate": 8.699261992619927e-06, - "loss": 1.128, + "epoch": 8.3, + "learning_rate": 3.5221179860757154e-06, + "loss": 1.2762, "step": 4580 }, { - "epoch": 24.94, - "learning_rate": 8.607011070110702e-06, - "loss": 1.1292, + "epoch": 8.31, + "learning_rate": 3.4496486967290853e-06, + "loss": 1.2924, "step": 4590 }, { - "epoch": 25.0, - "learning_rate": 8.514760147601477e-06, - "loss": 1.1391, - "step": 4600 - }, - { - "epoch": 25.0, - "eval_loss": 1.6740144491195679, - "eval_runtime": 221.3199, - "eval_samples_per_second": 8.879, - "eval_steps_per_second": 0.741, - "eval_wer": 0.895785841907461, + "epoch": 8.33, + "learning_rate": 3.3778774384813557e-06, + "loss": 1.2832, "step": 4600 }, { - "epoch": 25.05, - "learning_rate": 8.42250922509225e-06, - "loss": 1.1605, + "epoch": 8.35, + "learning_rate": 3.306806536054269e-06, + "loss": 1.296, "step": 4610 }, { - "epoch": 25.11, - "learning_rate": 8.330258302583026e-06, - "loss": 1.1148, + "epoch": 8.37, + "learning_rate": 3.2364382914845504e-06, + "loss": 1.317, "step": 4620 }, { - "epoch": 25.16, - "learning_rate": 8.238007380073801e-06, - "loss": 1.1238, + "epoch": 8.39, + "learning_rate": 3.166774984049342e-06, + "loss": 1.3156, "step": 4630 }, { - "epoch": 25.22, - "learning_rate": 8.145756457564576e-06, - "loss": 1.1158, + "epoch": 8.41, + "learning_rate": 3.0978188701923704e-06, + "loss": 1.3157, "step": 4640 }, { - "epoch": 25.27, - "learning_rate": 8.053505535055351e-06, - "loss": 1.124, + "epoch": 8.42, + "learning_rate": 3.029572183450868e-06, + "loss": 1.3265, "step": 4650 }, { - "epoch": 25.33, - "learning_rate": 7.961254612546127e-06, - "loss": 1.1281, + "epoch": 8.44, + "learning_rate": 2.962037134383211e-06, + "loss": 1.295, "step": 4660 }, { - "epoch": 25.38, - "learning_rate": 7.869003690036902e-06, - "loss": 1.1165, + "epoch": 8.46, + "learning_rate": 2.8952159104973398e-06, + "loss": 1.302, "step": 4670 }, { - "epoch": 25.43, - "learning_rate": 7.776752767527675e-06, - "loss": 1.1177, + "epoch": 8.48, + "learning_rate": 2.8291106761798885e-06, + "loss": 1.2915, "step": 4680 }, { - "epoch": 25.49, - "learning_rate": 7.68450184501845e-06, - "loss": 1.1052, + "epoch": 8.5, + "learning_rate": 2.763723572626087e-06, + "loss": 1.3203, "step": 4690 }, { - "epoch": 25.54, - "learning_rate": 7.592250922509225e-06, - "loss": 1.1166, + "epoch": 8.51, + "learning_rate": 2.6990567177703986e-06, + "loss": 1.3128, "step": 4700 }, { - "epoch": 25.6, - "learning_rate": 7.5e-06, - "loss": 1.1167, + "epoch": 8.53, + "learning_rate": 2.6351122062179268e-06, + "loss": 1.2987, "step": 4710 }, { - "epoch": 25.65, - "learning_rate": 7.4077490774907746e-06, - "loss": 1.1053, + "epoch": 8.55, + "learning_rate": 2.5718921091765517e-06, + "loss": 1.3198, "step": 4720 }, { - "epoch": 25.71, - "learning_rate": 7.31549815498155e-06, - "loss": 1.1083, + "epoch": 8.57, + "learning_rate": 2.509398474389882e-06, + "loss": 1.3123, "step": 4730 }, { - "epoch": 25.76, - "learning_rate": 7.223247232472324e-06, - "loss": 1.1225, + "epoch": 8.59, + "learning_rate": 2.4476333260708696e-06, + "loss": 1.3314, "step": 4740 }, { - "epoch": 25.81, - "learning_rate": 7.1309963099631e-06, - "loss": 1.1139, + "epoch": 8.6, + "learning_rate": 2.386598664836298e-06, + "loss": 1.3204, "step": 4750 }, { - "epoch": 25.87, - "learning_rate": 7.0387453874538755e-06, - "loss": 1.1129, + "epoch": 8.62, + "learning_rate": 2.3262964676419528e-06, + "loss": 1.2667, "step": 4760 }, { - "epoch": 25.92, - "learning_rate": 6.94649446494465e-06, - "loss": 1.1051, + "epoch": 8.64, + "learning_rate": 2.266728687718586e-06, + "loss": 1.3397, "step": 4770 }, { - "epoch": 25.98, - "learning_rate": 6.854243542435425e-06, - "loss": 1.1142, + "epoch": 8.66, + "learning_rate": 2.2078972545086645e-06, + "loss": 1.3021, "step": 4780 }, { - "epoch": 26.0, - "eval_loss": 1.7445429563522339, - "eval_runtime": 220.9225, - "eval_samples_per_second": 8.895, - "eval_steps_per_second": 0.742, - "eval_wer": 0.9014848130121372, - "step": 4784 - }, - { - "epoch": 26.03, - "learning_rate": 6.7619926199261994e-06, - "loss": 1.149, + "epoch": 8.68, + "learning_rate": 2.1498040736038587e-06, + "loss": 1.3221, "step": 4790 }, { - "epoch": 26.09, - "learning_rate": 6.669741697416975e-06, - "loss": 1.1072, + "epoch": 8.69, + "learning_rate": 2.0924510266833285e-06, + "loss": 1.3425, "step": 4800 }, { - "epoch": 26.14, - "learning_rate": 6.577490774907749e-06, - "loss": 1.0874, + "epoch": 8.71, + "learning_rate": 2.035839971452766e-06, + "loss": 1.2936, "step": 4810 }, { - "epoch": 26.2, - "learning_rate": 6.485239852398524e-06, - "loss": 1.0894, + "epoch": 8.73, + "learning_rate": 1.9799727415842323e-06, + "loss": 1.459, "step": 4820 }, { - "epoch": 26.25, - "learning_rate": 6.392988929889299e-06, - "loss": 1.0843, + "epoch": 8.75, + "learning_rate": 1.9248511466567644e-06, + "loss": 1.3072, "step": 4830 }, { - "epoch": 26.3, - "learning_rate": 6.300738007380073e-06, - "loss": 1.0838, + "epoch": 8.77, + "learning_rate": 1.8704769720977483e-06, + "loss": 1.2915, "step": 4840 }, { - "epoch": 26.36, - "learning_rate": 6.208487084870849e-06, - "loss": 1.0658, + "epoch": 8.79, + "learning_rate": 1.816851979125106e-06, + "loss": 1.292, "step": 4850 }, { - "epoch": 26.41, - "learning_rate": 6.1162361623616234e-06, - "loss": 1.0798, + "epoch": 8.8, + "learning_rate": 1.7639779046902227e-06, + "loss": 1.3023, "step": 4860 }, { - "epoch": 26.47, - "learning_rate": 6.0239852398523995e-06, - "loss": 1.0736, + "epoch": 8.82, + "learning_rate": 1.7118564614217208e-06, + "loss": 1.3635, "step": 4870 }, { - "epoch": 26.52, - "learning_rate": 5.931734317343174e-06, - "loss": 1.0738, + "epoch": 8.84, + "learning_rate": 1.6604893375699594e-06, + "loss": 1.3174, "step": 4880 }, { - "epoch": 26.58, - "learning_rate": 5.839483394833948e-06, - "loss": 1.0608, + "epoch": 8.86, + "learning_rate": 1.6098781969523525e-06, + "loss": 1.2623, "step": 4890 }, { - "epoch": 26.63, - "learning_rate": 5.7472324723247235e-06, - "loss": 1.0693, + "epoch": 8.88, + "learning_rate": 1.5600246788994938e-06, + "loss": 1.3066, "step": 4900 }, { - "epoch": 26.68, - "learning_rate": 5.654981549815498e-06, - "loss": 1.0694, + "epoch": 8.89, + "learning_rate": 1.5109303982020402e-06, + "loss": 1.2935, "step": 4910 }, { - "epoch": 26.74, - "learning_rate": 5.562730627306274e-06, - "loss": 1.0553, + "epoch": 8.91, + "learning_rate": 1.4625969450584199e-06, + "loss": 1.3168, "step": 4920 }, { - "epoch": 26.79, - "learning_rate": 5.470479704797048e-06, - "loss": 1.0729, + "epoch": 8.93, + "learning_rate": 1.415025885023316e-06, + "loss": 1.2979, "step": 4930 }, { - "epoch": 26.85, - "learning_rate": 5.3782287822878235e-06, - "loss": 1.0571, + "epoch": 8.95, + "learning_rate": 1.3682187589569572e-06, + "loss": 1.3023, "step": 4940 }, { - "epoch": 26.9, - "learning_rate": 5.285977859778598e-06, - "loss": 1.0691, + "epoch": 8.97, + "learning_rate": 1.3221770829752234e-06, + "loss": 1.297, "step": 4950 }, { - "epoch": 26.96, - "learning_rate": 5.193726937269372e-06, - "loss": 1.0598, + "epoch": 8.98, + "learning_rate": 1.276902348400505e-06, + "loss": 1.3245, "step": 4960 }, { - "epoch": 27.0, - "eval_loss": 1.8277820348739624, - "eval_runtime": 223.9114, - "eval_samples_per_second": 8.776, - "eval_steps_per_second": 0.732, - "eval_wer": 0.9001909925451297, + "epoch": 9.0, + "eval_loss": 1.5158185958862305, + "eval_runtime": 257.6324, + "eval_samples_per_second": 7.627, + "eval_steps_per_second": 3.816, + "eval_wer": 0.9181504528371635, "step": 4968 }, { - "epoch": 27.01, - "learning_rate": 5.101476014760148e-06, - "loss": 1.0863, + "epoch": 9.0, + "learning_rate": 1.232396021713436e-06, + "loss": 1.3873, "step": 4970 }, { - "epoch": 27.07, - "learning_rate": 5.009225092250923e-06, - "loss": 1.0481, + "epoch": 9.02, + "learning_rate": 1.1886595445053745e-06, + "loss": 1.3066, "step": 4980 }, { - "epoch": 27.12, - "learning_rate": 4.916974169741698e-06, - "loss": 1.044, + "epoch": 9.04, + "learning_rate": 1.1456943334317045e-06, + "loss": 1.292, "step": 4990 }, { - "epoch": 27.17, - "learning_rate": 4.824723247232472e-06, - "loss": 1.045, + "epoch": 9.06, + "learning_rate": 1.1035017801659554e-06, + "loss": 1.2582, "step": 5000 }, { - "epoch": 27.23, - "learning_rate": 4.7324723247232475e-06, - "loss": 1.0494, + "epoch": 9.08, + "learning_rate": 1.0620832513547258e-06, + "loss": 1.275, "step": 5010 }, { - "epoch": 27.28, - "learning_rate": 4.640221402214023e-06, - "loss": 1.0558, + "epoch": 9.09, + "learning_rate": 1.0214400885734193e-06, + "loss": 1.2783, "step": 5020 }, { - "epoch": 27.34, - "learning_rate": 4.547970479704797e-06, - "loss": 1.047, + "epoch": 9.11, + "learning_rate": 9.815736082827847e-07, + "loss": 1.2711, "step": 5030 }, { - "epoch": 27.39, - "learning_rate": 4.455719557195572e-06, - "loss": 1.0394, + "epoch": 9.13, + "learning_rate": 9.424851017862696e-07, + "loss": 1.2981, "step": 5040 }, { - "epoch": 27.45, - "learning_rate": 4.363468634686347e-06, - "loss": 1.0625, + "epoch": 9.15, + "learning_rate": 9.041758351882062e-07, + "loss": 1.3007, "step": 5050 }, { - "epoch": 27.5, - "learning_rate": 4.271217712177122e-06, - "loss": 1.0548, + "epoch": 9.17, + "learning_rate": 8.666470493528006e-07, + "loss": 1.3151, "step": 5060 }, { - "epoch": 27.55, - "learning_rate": 4.178966789667897e-06, - "loss": 1.0465, + "epoch": 9.18, + "learning_rate": 8.298999598639279e-07, + "loss": 1.3526, "step": 5070 }, { - "epoch": 27.61, - "learning_rate": 4.0867158671586716e-06, - "loss": 1.0471, + "epoch": 9.2, + "learning_rate": 7.939357569857697e-07, + "loss": 1.2856, "step": 5080 }, { - "epoch": 27.66, - "learning_rate": 3.994464944649447e-06, - "loss": 1.0476, + "epoch": 9.22, + "learning_rate": 7.58755605624259e-07, + "loss": 1.2705, "step": 5090 }, { - "epoch": 27.72, - "learning_rate": 3.902214022140221e-06, - "loss": 1.0405, + "epoch": 9.24, + "learning_rate": 7.243606452893486e-07, + "loss": 1.2917, "step": 5100 }, { - "epoch": 27.77, - "learning_rate": 3.8099630996309964e-06, - "loss": 1.0469, + "epoch": 9.26, + "learning_rate": 6.907519900580861e-07, + "loss": 1.3771, "step": 5110 }, { - "epoch": 27.82, - "learning_rate": 3.7177121771217716e-06, - "loss": 1.0396, + "epoch": 9.28, + "learning_rate": 6.579307285385556e-07, + "loss": 1.3387, "step": 5120 }, { - "epoch": 27.88, - "learning_rate": 3.6254612546125464e-06, - "loss": 1.0462, + "epoch": 9.29, + "learning_rate": 6.258979238346036e-07, + "loss": 1.291, "step": 5130 }, { - "epoch": 27.93, - "learning_rate": 3.533210332103321e-06, - "loss": 1.0509, + "epoch": 9.31, + "learning_rate": 5.946546135113862e-07, + "loss": 1.3019, "step": 5140 }, { - "epoch": 27.99, - "learning_rate": 3.440959409594096e-06, - "loss": 1.0423, + "epoch": 9.33, + "learning_rate": 5.642018095618012e-07, + "loss": 1.2926, "step": 5150 }, { - "epoch": 28.0, - "eval_loss": 1.8642076253890991, - "eval_runtime": 221.6309, - "eval_samples_per_second": 8.866, - "eval_steps_per_second": 0.74, - "eval_wer": 0.9042264801922247, - "step": 5152 - }, - { - "epoch": 28.04, - "learning_rate": 3.3487084870848708e-06, - "loss": 1.0696, + "epoch": 9.35, + "learning_rate": 5.345404983736701e-07, + "loss": 1.281, "step": 5160 }, { - "epoch": 28.1, - "learning_rate": 3.256457564575646e-06, - "loss": 1.0501, + "epoch": 9.37, + "learning_rate": 5.056716406978135e-07, + "loss": 1.3013, "step": 5170 }, { - "epoch": 28.15, - "learning_rate": 3.164206642066421e-06, - "loss": 1.028, + "epoch": 9.38, + "learning_rate": 4.775961716169203e-07, + "loss": 1.2892, "step": 5180 }, { - "epoch": 28.21, - "learning_rate": 3.0719557195571956e-06, - "loss": 1.0278, + "epoch": 9.4, + "learning_rate": 4.50315000515264e-07, + "loss": 1.2909, "step": 5190 }, { - "epoch": 28.26, - "learning_rate": 2.9797047970479704e-06, - "loss": 1.0378, + "epoch": 9.42, + "learning_rate": 4.2382901104924265e-07, + "loss": 1.2809, "step": 5200 }, { - "epoch": 28.31, - "learning_rate": 2.8874538745387456e-06, - "loss": 1.0414, + "epoch": 9.44, + "learning_rate": 3.981390611187602e-07, + "loss": 1.2743, "step": 5210 }, { - "epoch": 28.37, - "learning_rate": 2.7952029520295204e-06, - "loss": 1.0338, + "epoch": 9.46, + "learning_rate": 3.732459828394402e-07, + "loss": 1.2875, "step": 5220 }, { - "epoch": 28.42, - "learning_rate": 2.7029520295202956e-06, - "loss": 1.0344, + "epoch": 9.47, + "learning_rate": 3.491505825156671e-07, + "loss": 1.2777, "step": 5230 }, { - "epoch": 28.48, - "learning_rate": 2.6107011070110704e-06, - "loss": 1.0256, + "epoch": 9.49, + "learning_rate": 3.2585364061447634e-07, + "loss": 1.3026, "step": 5240 }, { - "epoch": 28.53, - "learning_rate": 2.518450184501845e-06, - "loss": 1.0331, + "epoch": 9.51, + "learning_rate": 3.0335591174027453e-07, + "loss": 1.2666, "step": 5250 }, { - "epoch": 28.59, - "learning_rate": 2.42619926199262e-06, - "loss": 1.0487, + "epoch": 9.53, + "learning_rate": 2.8165812461038165e-07, + "loss": 1.2926, "step": 5260 }, { - "epoch": 28.64, - "learning_rate": 2.333948339483395e-06, - "loss": 1.0308, + "epoch": 9.55, + "learning_rate": 2.607609820314494e-07, + "loss": 1.3371, "step": 5270 }, { - "epoch": 28.69, - "learning_rate": 2.24169741697417e-06, - "loss": 1.0311, + "epoch": 9.56, + "learning_rate": 2.40665160876688e-07, + "loss": 1.482, "step": 5280 }, { - "epoch": 28.75, - "learning_rate": 2.149446494464945e-06, - "loss": 1.0281, + "epoch": 9.58, + "learning_rate": 2.2137131206393103e-07, + "loss": 1.266, "step": 5290 }, { - "epoch": 28.8, - "learning_rate": 2.0571955719557197e-06, - "loss": 1.0261, + "epoch": 9.6, + "learning_rate": 2.0288006053457708e-07, + "loss": 1.2813, "step": 5300 }, { - "epoch": 28.86, - "learning_rate": 1.9649446494464945e-06, - "loss": 1.0189, + "epoch": 9.62, + "learning_rate": 1.8519200523331448e-07, + "loss": 1.3144, "step": 5310 }, { - "epoch": 28.91, - "learning_rate": 1.8726937269372695e-06, - "loss": 1.0353, + "epoch": 9.64, + "learning_rate": 1.6830771908875054e-07, + "loss": 1.304, "step": 5320 }, { - "epoch": 28.97, - "learning_rate": 1.7804428044280445e-06, - "loss": 1.025, + "epoch": 9.65, + "learning_rate": 1.522277489948376e-07, + "loss": 1.3071, "step": 5330 }, { - "epoch": 29.0, - "eval_loss": 1.9265143871307373, - "eval_runtime": 222.0292, - "eval_samples_per_second": 8.85, - "eval_steps_per_second": 0.739, - "eval_wer": 0.9078306943503173, - "step": 5336 - }, - { - "epoch": 29.02, - "learning_rate": 1.6881918819188193e-06, - "loss": 1.0553, + "epoch": 9.67, + "learning_rate": 1.3695261579316777e-07, + "loss": 1.2871, "step": 5340 }, { - "epoch": 29.08, - "learning_rate": 1.595940959409594e-06, - "loss": 1.0142, + "epoch": 9.69, + "learning_rate": 1.2248281425608632e-07, + "loss": 1.3007, "step": 5350 }, { - "epoch": 29.13, - "learning_rate": 1.503690036900369e-06, - "loss": 1.0292, + "epoch": 9.71, + "learning_rate": 1.0881881307069075e-07, + "loss": 1.2939, "step": 5360 }, { - "epoch": 29.18, - "learning_rate": 1.4114391143911439e-06, - "loss": 1.0249, + "epoch": 9.73, + "learning_rate": 9.596105482362338e-08, + "loss": 1.2836, "step": 5370 }, { - "epoch": 29.24, - "learning_rate": 1.319188191881919e-06, - "loss": 1.0144, + "epoch": 9.75, + "learning_rate": 8.390995598676066e-08, + "loss": 1.3011, "step": 5380 }, { - "epoch": 29.29, - "learning_rate": 1.226937269372694e-06, - "loss": 1.0317, + "epoch": 9.76, + "learning_rate": 7.266590690370445e-08, + "loss": 1.304, "step": 5390 }, { - "epoch": 29.35, - "learning_rate": 1.1346863468634687e-06, - "loss": 1.0328, + "epoch": 9.78, + "learning_rate": 6.222927177714222e-08, + "loss": 1.3162, "step": 5400 }, { - "epoch": 29.4, - "learning_rate": 1.0424354243542435e-06, - "loss": 1.0258, + "epoch": 9.8, + "learning_rate": 5.260038865706196e-08, + "loss": 1.3088, "step": 5410 }, { - "epoch": 29.46, - "learning_rate": 9.501845018450185e-07, - "loss": 1.0221, + "epoch": 9.82, + "learning_rate": 4.377956942978323e-08, + "loss": 1.3107, "step": 5420 }, { - "epoch": 29.51, - "learning_rate": 8.579335793357934e-07, - "loss": 1.0177, + "epoch": 9.84, + "learning_rate": 3.5767099807873516e-08, + "loss": 1.2968, "step": 5430 }, { - "epoch": 29.56, - "learning_rate": 7.656826568265683e-07, - "loss": 1.0204, + "epoch": 9.85, + "learning_rate": 2.8563239320880673e-08, + "loss": 1.282, "step": 5440 }, { - "epoch": 29.62, - "learning_rate": 6.734317343173432e-07, - "loss": 1.0232, + "epoch": 9.87, + "learning_rate": 2.216822130693408e-08, + "loss": 1.3101, "step": 5450 }, { - "epoch": 29.67, - "learning_rate": 5.811808118081181e-07, - "loss": 1.0267, + "epoch": 9.89, + "learning_rate": 1.658225290518678e-08, + "loss": 1.2809, "step": 5460 }, { - "epoch": 29.73, - "learning_rate": 4.889298892988929e-07, - "loss": 1.0177, + "epoch": 9.91, + "learning_rate": 1.180551504909866e-08, + "loss": 1.3, "step": 5470 }, { - "epoch": 29.78, - "learning_rate": 3.9667896678966794e-07, - "loss": 1.0383, + "epoch": 9.93, + "learning_rate": 7.838162460582777e-09, + "loss": 1.2829, "step": 5480 }, { - "epoch": 29.84, - "learning_rate": 3.044280442804428e-07, - "loss": 1.0131, + "epoch": 9.94, + "learning_rate": 4.680323644989937e-09, + "loss": 1.2834, "step": 5490 }, { - "epoch": 29.89, - "learning_rate": 2.121771217712177e-07, - "loss": 1.023, + "epoch": 9.96, + "learning_rate": 2.33210088694813e-09, + "loss": 1.293, "step": 5500 }, { - "epoch": 29.94, - "learning_rate": 1.1992619926199263e-07, - "loss": 1.0283, + "epoch": 9.98, + "learning_rate": 7.935702470568407e-10, + "loss": 1.3203, "step": 5510 }, { - "epoch": 30.0, - "learning_rate": 2.7675276752767527e-08, - "loss": 1.02, + "epoch": 10.0, + "learning_rate": 6.478155940570218e-11, + "loss": 1.2885, "step": 5520 }, { - "epoch": 30.0, - "eval_loss": 1.9589478969573975, - "eval_runtime": 221.7999, - "eval_samples_per_second": 8.859, - "eval_steps_per_second": 0.739, - "eval_wer": 0.9055819111576613, + "epoch": 10.0, + "eval_loss": 1.52957022190094, + "eval_runtime": 256.7081, + "eval_samples_per_second": 7.655, + "eval_steps_per_second": 3.829, + "eval_wer": 0.9229868769638346, "step": 5520 }, { - "epoch": 30.0, + "epoch": 10.0, "step": 5520, - "total_flos": 1.607923222665725e+20, - "train_loss": 1.3724038049794625, - "train_runtime": 98560.7025, - "train_samples_per_second": 5.383, - "train_steps_per_second": 0.056 + "total_flos": 5.359318129634805e+19, + "train_loss": 1.5176503131355064, + "train_runtime": 38880.092, + "train_samples_per_second": 4.549, + "train_steps_per_second": 0.142 } ], "max_steps": 5520, - "num_train_epochs": 30, - "total_flos": 1.607923222665725e+20, + "num_train_epochs": 10, + "total_flos": 5.359318129634805e+19, "trial_name": null, "trial_params": null }