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Update FSDP weight prefetching guide with inhomogeneous scans, EP, and recommended flags - #5912

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darisoy-update-fsdp-prefetch-docs

Update FSDP weight prefetching documentation (`docs/guides/optimizati…

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✅ 537e84d Author: @darisoy <da****y​@google.com>, <34922984+darisoy​@users.noreply.github.com>

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