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      <image:title>Blog - KV Cache Chunking in LLMs: How Modern AI Systems Reduce Memory Waste by 80% and Boost Performance 4x - Make it stand out</image:title>
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      <image:title>Blog - KV Cache Chunking in LLMs: How Modern AI Systems Reduce Memory Waste by 80% and Boost Performance 4x</image:title>
      <image:caption>The Breakthrough: KV Cache Chunking Engineers asked a simple but powerful question:  What if memory didn’t need to be contiguous? KV cache chunking introduces a new approach: Memory is divided into fixed-size blocks Logical token order is preserved Physical storage becomes non-contiguous A block table maps tokens to memory locations</image:caption>
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