zuazo / whisper-large-v3-es

huggingface.co
Total runs: 10
24-hour runs: 0
7-day runs: 0
30-day runs: 0
Model's Last Updated: April 05 2025
automatic-speech-recognition

Introduction of whisper-large-v3-es

Model Details of whisper-large-v3-es

Whisper Large-V3 Spanish

This model is a fine-tuned version of openai/whisper-large-v3 on the mozilla-foundation/common_voice_13_0 es dataset. It achieves the following results on the evaluation set:

  • Loss: 0.3245
  • Wer: 4.9295
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: 2
  • total_train_batch_size: 64
  • optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
  • lr_scheduler_type: linear
  • lr_scheduler_warmup_steps: 500
  • training_steps: 20000
  • mixed_precision_training: Native AMP
Training results
Training Loss Epoch Step Validation Loss Wer
0.058 2.04 1000 0.1540 4.6851
0.0124 4.07 2000 0.1829 4.6787
0.0052 6.11 3000 0.2190 4.8096
0.0024 8.15 4000 0.2289 4.8776
0.0024 10.18 5000 0.2341 4.8923
0.0015 12.22 6000 0.2459 4.9340
0.0021 14.26 7000 0.2558 4.9276
0.0011 16.29 8000 0.2540 5.1015
0.0013 18.33 9000 0.2611 5.1855
0.0005 20.37 10000 0.2720 4.9379
0.0028 22.4 11000 0.2614 5.0110
0.0004 24.44 12000 0.2652 4.9898
0.0004 26.48 13000 0.2850 4.9776
0.0006 28.51 14000 0.2736 4.9732
0.0002 30.55 15000 0.2944 5.1566
0.0002 32.59 16000 0.2949 5.0007
0.0001 34.62 17000 0.3094 4.9552
0.0 36.66 18000 0.3185 4.9622
0.0 38.7 19000 0.3229 4.9462
0.0 40.73 20000 0.3245 4.9295
Framework versions
  • Transformers 4.37.2
  • Pytorch 2.2.0+cu121
  • Datasets 2.16.1
  • Tokenizers 0.15.1

Runs of zuazo whisper-large-v3-es on huggingface.co

10
Total runs
0
24-hour runs
0
3-day runs
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7-day runs
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30-day runs

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whisper-large-v3-es huggingface.co is an AI model on huggingface.co that provides whisper-large-v3-es's model effect (), which can be used instantly with this zuazo whisper-large-v3-es model. huggingface.co supports a free trial of the whisper-large-v3-es model, and also provides paid use of the whisper-large-v3-es. Support call whisper-large-v3-es model through api, including Node.js, Python, http.

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whisper-large-v3-es install

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