LMCACHE KV LAYER ONLINEvLLM-READYLIVE

KV CACHE LAYER · FOR LLM SERVING

Stop recomputing
the same tokens.

LMCache stores and reuses KV caches across requests, so your LLM serves repeated context from cache instead of re-running attention every time.

CACHE TELEMETRYREADOUT
cache hit rate
TTFT reduction
reused KV blocksWARM
backendvLLM
READOUT ILLUSTRATIVE · GAINS DEPEND ON WORKLOAD

// why a cache layer

KV-01

Reuse context

Shared prefixes and repeated documents are served from cache, not recomputed per request.

KV-02

Faster first token

Skipping prefill on cached context cuts time-to-first-token on long, repeated prompts.

KV-03

Drops into vLLM

Built to slot into existing LLM serving stacks instead of replacing them.