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  ## Introduction
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  This repository hosts the [Kokoro](https://huggingface.co/hexgrad/Kokoro-82M) model for the [React Native Executorch](https://www.npmjs.com/package/react-native-executorch) library.
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- It includes the model divided into 4 parts, each of them exported for xnnpack backend in .pte format, ready for use in the ExecuTorch runtime.
 
 
 
 
 
 
 
 
 
 
 
 
 
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  ## Introduction
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  This repository hosts the [Kokoro](https://huggingface.co/hexgrad/Kokoro-82M) model for the [React Native Executorch](https://www.npmjs.com/package/react-native-executorch) library.
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+ It includes the model divided into 4 parts, each of them exported for xnnpack backend in .pte format, ready for use in the ExecuTorch runtime.
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+
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+ As it stands for now, the models are exported with static input shapes: for 32, 64 and 128 input tokens, with methods
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+ `forward_32`, `forward_64`, and `forward_128` respectively.
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+
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+ ## Compatibility
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+
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+ These models were exported using v1.0.0 version of ExecuTorch and no forward compatibility is guaranteed.
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+ Older versions of the runtime may not work with these files.
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+
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+ The models are intended to be used within the React Native ExecuTorch package. If you want to use them outside the package,
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+ make sure your runtime is compatible with the ExecuTorch version used to export the .pte files and follow the
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+ [example script](https://github.com/NorbertKlockiewicz/kokoro-export/blob/main/demo/inference_example.py).