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Cython implementation of UBPE tokenization algorithm (C++ backend).

Project description

ubpe-cython

Cython implementation with C++ backend of the Universal Byte Pair Encoding Tokenizer.

C++ implementation is complete, except of serialization and deserialization (that are completely on Python's side), so it can be used natively in C++. Cython just provides only interface to the C++ implementation and wrappers to provide the same interfaces over implementations.

The package is a part of the general ubpe package, where I divided general import and implementations, because I'm planning to provide other implementations as well. So the package should not be directly installed. Please, use pip install ubpe[cython] instead.

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If you know how to improve the code, especially how to make it faster, fill free to contribute.

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