Robust and Efficient Fine-tuning of LLMs with Bayesian Reparameterization of Low-Rank Adaptationby Ayan Sengupta, Vaibhav…
BendVLM: Test-Time Debiasing of Vision-Language Embeddingsby Walter Gerych, Haoran Zhang, Kimia Hamidieh, Eileen Pan, Maanas…
Interactions Across Blocks in Post-Training Quantization of Large Language Modelsby Khasmamad Shabanovi, Lukas Wiest, Vladimir…
A Bayesian Approach to Data Point Selectionby Xinnuo Xu, Minyoung Kim, Royson Lee, Brais Martinez,…
MambaPEFT: Exploring Parameter-Efficient Fine-Tuning for Mambaby Masakazu Yoshimura, Teruaki Hayashi, Yota MaedaFirst submitted to arxiv…
Large Language Models Orchestrating Structured Reasoning Achieve Kaggle Grandmaster Levelby Antoine Grosnit, Alexandre Maraval, James…
A Comprehensive Survey of Small Language Models in the Era of Large Language Models: Techniques,…
ATM: Improving Model Merging by Alternating Tuning and Mergingby Luca Zhou, Daniele Solombrino, Donato Crisostomi,…
Proxy-informed Bayesian transfer learning with unknown sourcesby Sabina J. Sloman, Julien Martinelli, Samuel KaskiFirst submitted…
Textual Aesthetics in Large Language Modelsby Lingjie Jiang, Shaohan Huang, Xun Wu, Furu WeiFirst submitted…