LLM-Rank: A Graph Theoretical Approach to Pruning Large Language Models

David Hoffmann, Kailash Budhathoki, Matthaeus Kleindessner

The evolving capabilities of large language models are accompanied by growing sizes and deployment costs, necessitating effective inference optimisation techniques. We propose a no…