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arxiv_cs_cl ยท Oct 14, 2026 ยท paper

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Delta Tokenizer: Reference-Identical Tokenization of Session Deltas and Segment-Parallelism for Long Prompts on Multicore CPUs

arxiv.orgOct 14, 2026
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In brief

An agent that drives an LLM sends the model the same conversation again and again, and each turn adds only a little text at the end. Inference engines reuse the KV cache of the shared prefix, so only the new tokens pa...

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