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most citedSurgical Feature-Space Decomposition of LLMs: Why, When and How?

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cs.LG2023

Rethinking Compression: Reduced Order Modelling of Latent Features in Large Language Models

Arnav Chavan, Nahush Lele, Deepak Gupta

Due to the substantial scale of Large Language Models (LLMs), the direct application of conventional compression methodologies proves impractical. The computational demands associa…