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lems-svd

🔍 [ICML-2026] Advancing SVD-based LLM Compression via Layer-Wise Error Model Search

📘 Organization Overview

Welcome to the official GitHub organization for Advancing SVD-based LLM Compression via Layer-Wise Error Model Search. This space hosts the project page and implementation, datasets, and evaluation.

Our goal is to provide a clear, reproducible, and extensible framework for researchers and practitioners interested in exploring or building upon LEMS and KFAC-SVD.

Whether you're here to reproduce our results, examine the model internals, contribute improvements, or integrate your own work, we’re excited to have you involved.

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  1. lems lems Public

    [ICML 2026] Source code of "Advancing SVD-based LLM Compression via Layer-Wise Error Model Search"

    Python

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