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whisper-large-eu-cv16_1

zuazo / whisper-large-eu-cv16_1

Run on huggingface.co
huggingface.co
Total runs: 4
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: April 25 2024
automatic-speech-recognition

Introduction of whisper-large-eu-cv16_1

Model Details of whisper-large-eu-cv16_1

Whisper Large Basque

This model is a fine-tuned version of openai/whisper-large on the mozilla-foundation/common_voice_16_1 eu dataset. It achieves the following results on the evaluation set:

  • Loss: 0.4111
  • Wer: 8.1444
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: 1e-05
  • train_batch_size: 32
  • eval_batch_size: 16
  • seed: 42
  • gradient_accumulation_steps: 8
  • total_train_batch_size: 256
  • 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
0.004 10.04 1000 0.2314 10.6603
0.0028 20.08 2000 0.2480 10.2783
0.0027 30.11 3000 0.2492 10.0379
0.0005 40.15 4000 0.2753 9.3784
0.0016 50.19 5000 0.2489 9.3003
0.0006 60.23 6000 0.2599 9.0023
0.0011 70.26 7000 0.2606 8.9378
0.0005 80.3 8000 0.2723 8.9270
0.0001 90.34 9000 0.2764 8.5304
0.0011 100.38 10000 0.2668 8.8977
0.0001 110.41 11000 0.2856 8.3701
0.0 120.45 12000 0.3045 8.2890
0.0 130.49 13000 0.3149 8.2441
0.0 140.53 14000 0.3241 8.2285
0.0 150.56 15000 0.3336 8.2060
0.0 160.6 16000 0.3433 8.1601
0.0 170.64 17000 0.3537 8.1806
0.0 180.68 18000 0.3634 8.1874
0.0 190.72 19000 0.3738 8.1786
0.0 200.75 20000 0.3848 8.2441
0.0 210.79 21000 0.3952 8.2324
0.0 220.83 22000 0.4030 8.2480
0.0001 230.87 23000 0.2919 8.4268
0.0 240.9 24000 0.3137 8.1865
0.0 250.94 25000 0.3271 8.1884
0.0 260.98 26000 0.3378 8.1825
0.0 271.02 27000 0.3472 8.1865
0.0 281.05 28000 0.3556 8.2031
0.0 291.09 29000 0.3637 8.2099
0.0 301.13 30000 0.3710 8.1933
0.0 311.17 31000 0.3781 8.1874
0.0 321.2 32000 0.3845 8.1679
0.0 331.24 33000 0.3905 8.1601
0.0 341.28 34000 0.3971 8.1640
0.0 351.32 35000 0.4022 8.1611
0.0 361.36 36000 0.4046 8.1562
0.0 371.39 37000 0.4073 8.1523
0.0 381.43 38000 0.4093 8.1493
0.0 391.47 39000 0.4107 8.1513
0.0 401.51 40000 0.4111 8.1444
Framework versions
  • Transformers 4.37.2
  • Pytorch 2.2.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.1

Runs of zuazo whisper-large-eu-cv16_1 on huggingface.co

4
Total runs
0
24-hour runs
0
3-day runs
0
7-day runs
0
30-day runs

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whisper-large-eu-cv16_1 install

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