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[Docs] Update FP8 KV Cache documentation #12238

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@mgoin mgoin commented Jan 21, 2025

Simplify the FP8 kv cache docs and include the recommended flow for calibrated scales

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👋 Hi! Thank you for contributing to the vLLM project.
Just a reminder: PRs would not trigger full CI run by default. Instead, it would only run fastcheck CI which starts running only a small and essential subset of CI tests to quickly catch errors. You can run other CI tests on top of those by going to your fastcheck build on Buildkite UI (linked in the PR checks section) and unblock them. If you do not have permission to unblock, ping simon-mo or khluu to add you in our Buildkite org.

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@mergify mergify bot added the documentation Improvements or additions to documentation label Jan 21, 2025
mgoin added 2 commits January 21, 2025 03:11
Signed-off-by: mgoin <[email protected]>
Signed-off-by: mgoin <[email protected]>

### FP8 Formats

OCP (Open Compute Project <www.opencompute.org>) specifies two common 8-bit floating point data formats:
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Suggested change
OCP (Open Compute Project <www.opencompute.org>) specifies two common 8-bit floating point data formats:
[OCP (Open Compute Project)](www.opencompute.org) specifies two common 8-bit floating point data formats:

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Oops, the format I suggested before doesn't work. Try this one.

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