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Binyang Li c55e193acc Merge latest feature/ep updates
Resolve the FP8 conversion conflict by using direct float2-to-E4M3 conversion on all CUDA architectures while preserving the MSCCL++ packed vector storage path.

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>

Copilot-Session: efbacae6-f679-430b-bc16-b45ae162fc76
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