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SimFonX/whisper-onnx-optimized

sourceHugging Facemitupdated 1y agoView on Hugging Face
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Model Card

Whisper ONNX Optimized Models

Optimized Whisper ONNX models packaged for easy deployment. Each zip contains all necessary files for inference.

Models Available

ModelLanguageSizeTarget UseDownload
Small EnglishEnglish-only107MBFast English transcriptionwhisper-small-en-onnx.zip
Small Multilingual99 languages245MBFast multilingual transcriptionwhisper-small-multilingual-onnx.zip
Medium EnglishEnglish-only247MBHigh quality English transcriptionwhisper-medium-en-onnx.zip
Medium Multilingual99 languages602MBHigh quality multilingualwhisper-medium-multilingual-onnx.zip
Large v3 Turbo99 languages646MBBest quality, fastest large modelwhisper-large-v3-turbo-onnx.zip

Contents of Each Zip

Each zip file contains 6 files needed for inference:

ONNX Model Files

  • encoder_model_quantized.onnx - Audio encoder (processes mel spectrograms)
  • decoder_with_past_model_quantized.onnx - Text decoder (generates transcription), optimized decoder with KV caching

Configuration Files

  • config.json - Model configuration
  • generation_config.json - Generation parameters
  • preprocessor_config.json - Audio preprocessing settings
  • tokenizer.json - Tokenizer vocabulary

Model Sources

These models are repackaged from:

License

Models inherit their original licenses:

  • Distil-Whisper models: MIT License
  • Whisper models: MIT License

Version History

  • v1.0.0 - Initial release with 5 optimized models