zuazo / whisper-base-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-base-eu-train

Model Details of whisper-base-eu-train

Whisper Base Basque

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

  • Loss: 0.7549
  • Wer: 24.4273
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: 2.5e-05
  • train_batch_size: 128
  • eval_batch_size: 64
  • 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
0.3194 11.63 1000 0.4983 32.8034
0.099 23.26 2000 0.4751 28.2516
0.0362 34.88 3000 0.5066 26.7182
0.0161 46.51 4000 0.5403 26.1621
0.0096 58.14 5000 0.5606 25.8780
0.006 69.77 6000 0.5834 25.8841
0.005 81.4 7000 0.6179 26.0573
0.0045 93.02 8000 0.6223 26.3132
0.0031 104.65 9000 0.6346 26.3032
0.0031 116.28 10000 0.6433 26.0412
0.0022 127.91 11000 0.6549 25.8216
0.0021 139.53 12000 0.6634 26.0090
0.002 151.16 13000 0.6737 26.1017
0.0011 162.79 14000 0.6838 25.7853
0.0012 174.42 15000 0.6935 26.0231
0.0017 186.05 16000 0.6917 25.5879
0.0011 197.67 17000 0.7061 25.5818
0.0011 209.3 18000 0.7099 25.9647
0.0009 220.93 19000 0.7103 25.5778
0.0006 232.56 20000 0.7174 25.4992
0.0009 244.19 21000 0.7191 25.6161
0.0011 255.81 22000 0.7240 25.9143
0.0005 267.44 23000 0.7234 24.9249
0.0005 279.07 24000 0.7311 25.6141
0.0003 290.7 25000 0.7286 25.1788
0.0004 302.33 26000 0.7449 24.9451
0.0003 313.95 27000 0.7279 24.8947
0.0004 325.58 28000 0.7361 24.8242
0.0003 337.21 29000 0.7427 24.8947
0.0002 348.84 30000 0.7442 25.1002
0.0002 360.47 31000 0.7493 25.1043
0.0003 372.09 32000 0.7406 24.8161
0.0002 383.72 33000 0.7530 24.8665
0.0001 395.35 34000 0.7455 24.8101
0.0001 406.98 35000 0.7557 24.4716
0.0001 418.6 36000 0.7521 24.6529
0.0001 430.23 37000 0.7541 24.4917
0.0001 441.86 38000 0.7565 24.5502
0.0001 453.49 39000 0.7549 24.4273
0.0001 465.12 40000 0.7543 24.4474
Framework versions
  • Transformers 4.37.2
  • Pytorch 2.2.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.1

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

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

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