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author: NVIDIA Dynamo team, LMCache team
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# **NVIDIA Dynamo integrates LMCache Accelerating LLM Inference**
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We’re thrilled to announce that [**Nvidia Dynamo**](https://github.com/ai-dynamo/dynamo) **has integrated [LMCache](https://github.com/LMCache/LMCache) as a [KV caching layer solution](https://docs.nvidia.com/dynamo/latest/components/backends/vllm/LMCache_Integration.html)**. This is a big milestone: Dynamo gets a battle-tested caching solution, and LMCache becomes part of a data center-scale inference platform used by many developers worldwide to deploy AI at scale.
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## **Why KV Caching Matters**

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