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@xin3he xin3he commented Nov 25, 2025

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xin3he commented Nov 25, 2025

Here I collect all blogs and publications I familiar, if any publication/blog is not recorded, please feel free to comment here.
@WeiweiZhang1 @n1ck-guo @wenhuach21 @hshen14 @thuang6

@xin3he xin3he requested a review from hshen14 November 26, 2025 02:28
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1 Add this: This is the earliest work that searches for the optimal alpha before AWQ, and it has already been deployed in AMD's quantization tool.
(Link: https://medium.com/intel-analytics-software/effective-post-training-quantization-for-large-language-models-with-enhanced-smoothquant-approach-93e9d104fb98
)

2 Add TEQ: TEQ is the first method that learns (trains) alpha, predating OmniQuant.

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Add the missing blogs that Wenhua pointed out. Others LGTM

@xin3he xin3he merged commit 7345fe5 into main Nov 28, 2025
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@xin3he xin3he deleted the publication branch November 28, 2025 02:47
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4 participants