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cl100k

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Exact parallel and streaming tokenization for LLM tokenizers: decides from a tokenizer's definition where its input can be cut, then encodes in parallel or as a stream with token ids byte-identical to sequential encoding. GPT-2, cl100k, o200k and Llama 3, in C++23.

  • Updated Nov 4, 2026
  • C++

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