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Enable multiple conversations to reuse cached computations when they share token prefixes (e.g. the same system prompt). A prefix trie tracks shared regions so switching between conversations only recomputes tokens that diverge. Inactive conversation state is paged from active GPU memory to other memory and restored on demand, with LRU eviction to keep memory usage bounded.