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Glossary: Serving LLMs at Scale

Fixed state

Also written: state per conversation

A fixed-size memory each conversation needs in models like Qwen3.5, whose non-attention layers don't grow with length. It doesn't shrink when the KV cache is quantized.

Where the book teaches it

Related terms

KV cache