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[NIXL] Add CacheLayout meta-tensor abstraction for descriptor generation#44362

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ZhanqiuHu wants to merge 13 commits into
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ZhanqiuHu:zhanqiu/cache-layout-on-tp-mapping
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[NIXL] Add CacheLayout meta-tensor abstraction for descriptor generation#44362
ZhanqiuHu wants to merge 13 commits into
vllm-project:mainfrom
ZhanqiuHu:zhanqiu/cache-layout-on-tp-mapping

refactor(layout): replace shard_axis with iter_axes/shard_axes

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