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doc: update README with NVFP4 updates#30

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zhitao/update-readme-nvfp4
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doc: update README with NVFP4 updates#30
zhitwang17 wants to merge 1 commit into
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zhitao/update-readme-nvfp4

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Update README to document NVFP4, which is already upstream but was previously missing: add it to the kernel list (linear + grouped GEMM, E4M3 inner-block scale with optional tensorwise outer scale) and the intro, and extend the GPT-OSS example to show the nvfp4 scheme and the two_level_scaling switch. No functional changes—docs only.

@zhitwang17 zhitwang17 self-assigned this Jun 17, 2026
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