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Remove validation progress from model card

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  1. README.md +1 -3
README.md CHANGED
@@ -52,9 +52,7 @@ checkpoint_dir = snapshot_download(
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  Replace `llama3-1b` with another directory above to download its parameters. See the code repository for evaluation instructions. The current directory-resume workflow additionally expects `router_stats.pth`; that file is not included in this release, so the downloaded pair alone is not a complete directory-resume bundle.
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- ## Validation and limitations
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-
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- All four checkpoints passed per-layer parameter restoration checks against the current MoBiQuant implementation. GPU WikiText2 sweeps are in progress; this release does not claim that all paper results have been reproduced.
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  The implementation evaluates quantization using floating-point simulation. These files do not constitute a packed low-bit deployment format or establish inference speedups.
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  Replace `llama3-1b` with another directory above to download its parameters. See the code repository for evaluation instructions. The current directory-resume workflow additionally expects `router_stats.pth`; that file is not included in this release, so the downloaded pair alone is not a complete directory-resume bundle.
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+ ## Limitations
 
 
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  The implementation evaluates quantization using floating-point simulation. These files do not constitute a packed low-bit deployment format or establish inference speedups.
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