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[None][feat] KVCM2 core: sparse attention arena, host-backed pools and Batch - #21129

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[None][feat] KVCM2 core: sparse attention arena, host-backed pools and Batch#21129
lowsfer wants to merge 11 commits into
NVIDIA:mainfrom
lowsfer:sparse-offload-kvcm2-core

[None][test] KVCM2: give the lender's sparse refusal test whole spars…

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