[Docs] Fix math rendering in docs #23676
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Signed-off-by: Harry Mellor <[email protected]>
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This pull request correctly fixes the math rendering in the documentation by migrating from mdx_math to the recommended pymdownx.arithmatex extension with MathJax 3, as suggested by the mkdocs-material theme documentation. The changes are well-implemented, including the new MathJax configuration script and dependency updates. I have one high-severity suggestion to pin the MathJax version to prevent potential future build failures due to unexpected updates.
Signed-off-by: Harry Mellor <[email protected]>
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I noticed that math rendering was broken.
I've updated it to use the plugin bundled with MkDocs Material as documented in https://squidfunk.github.io/mkdocs-material/reference/math/#mathjax.
You can verify that it's working by going to the Softmax section of the Paged Attention design doc.