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--- |
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license: mit |
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language: |
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- en |
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- de |
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- fr |
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- es |
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- pt |
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- it |
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base_model: |
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- openai/whisper-small |
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pipeline_tag: automatic-speech-recognition |
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--- |
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# Whisper ONNX Optimized Models |
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Optimized Whisper ONNX models packaged for easy deployment. Each zip contains all necessary files for inference. |
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## Models Available |
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| Model | Language | Size | Target Use | Download | |
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|-------|----------|------|------------|----------| |
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| **Small English** | English-only | 107MB | Fast English transcription | [whisper-small-en-onnx.zip](small-en/whisper-small-en-onnx.zip) | |
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| **Small Multilingual** | 99 languages | 245MB | Fast multilingual transcription | [whisper-small-multilingual-onnx.zip](small-multilingual/whisper-small-multilingual-onnx.zip) | |
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| **Medium English** | English-only | 247MB | High quality English transcription | [whisper-medium-en-onnx.zip](medium-en/whisper-medium-en-onnx.zip) | |
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| **Medium Multilingual** | 99 languages | 602MB | High quality multilingual | [whisper-medium-multilingual-onnx.zip](medium-multilingual/whisper-medium-multilingual-onnx.zip) | |
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| **Large v3 Turbo** | 99 languages | 646MB | Best quality, fastest large model | [whisper-large-v3-turbo-onnx.zip](large-v3-turbo/whisper-large-v3-turbo-onnx.zip) | |
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## Contents of Each Zip |
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Each zip file contains 6 files needed for inference: |
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### ONNX Model Files |
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- `encoder_model_quantized.onnx` - Audio encoder (processes mel spectrograms) |
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- `decoder_with_past_model_quantized.onnx` - Text decoder (generates transcription), optimized decoder with KV caching |
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### Configuration Files |
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- `config.json` - Model configuration |
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- `generation_config.json` - Generation parameters |
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- `preprocessor_config.json` - Audio preprocessing settings |
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- `tokenizer.json` - Tokenizer vocabulary |
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## Model Sources |
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These models are repackaged from: |
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- [Distil-Whisper](https://huggingface.co/distil-whisper) (English models) |
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- [ONNX Community](https://huggingface.co/onnx-community) (Multilingual models) |
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## License |
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Models inherit their original licenses: |
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- Distil-Whisper models: MIT License |
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- Whisper models: MIT License |
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## Version History |
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- **v1.0.0** - Initial release with 5 optimized models |
