docs: Model Performance Evaluation Guide #136
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Signed-off-by: JaredforReal <w13431838023@gmail.com>
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still lacks some plot and picture. I leave it as a draft. Love to receive feedback from the community! |
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Xunzhuo
reviewed
Sep 15, 2025
Signed-off-by: JaredforReal <w13431838023@gmail.com>
Signed-off-by: JaredforReal <w13431838023@gmail.com>
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@Xunzhuo Thanks for your time! This PR is ready for review, learned a lot making this doc :) |
rootfs
approved these changes
Sep 17, 2025
rootfs
previously approved these changes
Sep 18, 2025
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@JaredforReal can you run the lint? Thanks. |
Signed-off-by: JaredforReal <w13431838023@gmail.com>
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@rootfs fixed! Thanks! |
Xunzhuo
approved these changes
Sep 19, 2025
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Thanks! /lgtm |
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What type of PR is this?
docs: Model Performance Evaluation Guide
What this PR does / why we need it:
Evaluation makes routing data-driven. By measuring per-category accuracy on MMLU-Pro (and doing a quick sanity check with ARC), you can:
In short, evaluation converts anecdotes into measurable signals that improve quality, cost efficiency, and reliability of the router.
Which issue(s) this PR fixes:
Fixes #53
Release Notes: No