zuazo / whisper-tiny-eu-train

huggingface.co
Total runs: 3
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: December 27 2024

Introduction of whisper-tiny-eu-train

Model Details of whisper-tiny-eu-train

Whisper Tiny Basque

This model is a fine-tuned version of openai/whisper-tiny on the mozilla-foundation/common_voice_13_0 eu dataset. It achieves the following results on the evaluation set:

  • Loss: 0.9882
  • Wer: 32.0538
Model description

More information needed

Intended uses & limitations

More information needed

Training and evaluation data

More information needed

Training procedure
Training hyperparameters

The following hyperparameters were used during training:

  • learning_rate: 3.75e-05
  • train_batch_size: 256
  • eval_batch_size: 128
  • seed: 42
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 40000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.293 23.26 1000 0.5975 40.8551
0.0713 46.51 2000 0.6075 35.7452
0.0251 69.77 3000 0.6566 34.4939
0.0135 93.02 4000 0.7014 34.1675
0.0076 116.28 5000 0.7299 33.8089
0.0061 139.53 6000 0.7638 33.6557
0.0044 162.79 7000 0.7765 33.4724
0.0033 186.05 8000 0.8039 33.8592
0.0031 209.3 9000 0.8307 33.8169
0.0025 232.56 10000 0.8462 33.5731
0.0021 255.81 11000 0.8643 34.1373
0.0019 279.07 12000 0.8720 33.4482
0.0015 302.33 13000 0.8866 34.2139
0.0016 325.58 14000 0.8870 33.5731
0.0011 348.84 15000 0.8928 33.0069
0.0012 372.09 16000 0.9095 33.5691
0.0012 395.35 17000 0.9155 32.9948
0.0007 418.6 18000 0.9181 32.9324
0.0006 441.86 19000 0.9310 33.2003
0.0006 465.12 20000 0.9524 32.7974
0.0007 488.37 21000 0.9461 33.2366
0.0004 511.63 22000 0.9641 33.1339
0.0004 534.88 23000 0.9518 32.8497
0.0004 558.14 24000 0.9597 33.3273
0.0005 581.4 25000 0.9653 32.7913
0.0003 604.65 26000 0.9631 32.5858
0.0003 627.91 27000 0.9796 32.8860
0.0003 651.16 28000 0.9764 32.6684
0.0002 674.42 29000 0.9716 32.5979
0.0002 697.67 30000 0.9815 32.5294
0.0002 720.93 31000 0.9772 32.5918
0.0002 744.19 32000 0.9761 32.3843
0.0002 767.44 33000 0.9872 32.6906
0.0001 790.7 34000 0.9889 32.3662
0.0001 813.95 35000 0.9823 32.2473
0.0001 837.21 36000 0.9881 32.2936
0.0001 860.47 37000 0.9874 32.2130
0.0001 883.72 38000 0.9849 32.2191
0.0001 906.98 39000 0.9882 32.0538
0.0001 930.23 40000 0.9871 32.2029
Framework versions
  • Transformers 4.37.2
  • Pytorch 2.2.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.1

Runs of zuazo whisper-tiny-eu-train on huggingface.co

3
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3-day runs
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7-day runs
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30-day runs

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