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**An ultra-fast, lightweight BPE tokenizer and trainer with a pure-C core.**
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Ever wished you could load a GPT-4 compatible tokenizer in **one line** without network calls? TinyBPE ships 8 pre-built ByteLevel BPE models directly in the package. The CPython C core runs BPE encoding/decoding at native speed — typically **10-50× faster** than pure-Python implementations while depending only on `regex`.
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Ever wished you could load a GPT-4 compatible tokenizer in **one line** without network calls? TinyBPE ships 7 pre-built ByteLevel BPE models directly in the package. The CPython C core runs BPE encoding/decoding at native speed — typically **10-50× faster** than pure-Python implementations while depending only on `regex`.
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