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For years, we have referred to one of the most critical components of modern LLM inference as a “KV cache.” That name made sense once. Today, it is increasingly misleading. What began as a small, ephemeral optimization inside a single inference pass has quietly evolved into something far more important: a first-class data object with…

We have some exciting news to share: NVIDIA Dynamo has officially hit v1.0, and we couldn’t be more thrilled. This is a huge milestone for the LLM inference ecosystem and for us at LMCache, it’s a moment worth celebrating. What Is NVIDIA Dynamo, and Why Does It Matter? If you haven’t been following Dynamo’s journey,…
