Paul-Ioan Clotan

Publications

Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy. Razvan-Gabriel Dumitru, Paul-Ioan Clotan, Vikas Yadav, Darius Peteleaza, Mihai Surdeanu. At Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024.

Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels. Razvan-Gabriel Dumitru, Vikas Yadav, Rishabh Maheshwary, Paul-Ioan Clotan, Sathwik Tejaswi Madhusudhan, Mihai Surdeanu. At ArXiv, 2024.