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kimik3-fp4-b300-vllm-agentic-dspark: add LMCache DRAM KV-offload arm - #2593

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kimik3-fp4-b300-vllm-agentic-dspark: add LMCache DRAM KV-offload arm#2593
sammshen wants to merge 5 commits into
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sammshen:kimik3-b300-lmcache

kimik3 b300 lmcache: chunk size 3072 to match the 1536 attention block

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