Add resharding section to memory-limit documentation#2146

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Commits on Sep 18, 2025

Add resharding performance factors section to memory-limit documentation
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Commits on Sep 19, 2025

Incorporate feedback on resharding performance section
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Update terminology consistency: use 'Flexible sharding' instead of 'Flex sharding'
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Commits on Sep 25, 2025

Update memory-limit.md
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