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LLM Inference

LLM Inference

Aug 13, 20261 min read

  • llm
  • inference

A garden stub. The polished version lives at LLM inference optimization.

Decode is memory-bandwidth-bound and dominated by the KV cache; prefill is compute-bound. Levers: paged attention, speculative decoding, quantization.

Related: simd-integer-arithmetic, performance-reading-list.


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  • SIMD Integer Arithmetic
  • Digital Garden
  • Performance Reading List

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