Summary of Large Language Models As Markov Chains, by Oussama Zekri et al.
Large Language Models as Markov Chainsby Oussama Zekri, Ambroise Odonnat, Abdelhakim Benechehab, Linus Bleistein, Nicolas…
Summary of Grounding Large Language Models in Embodied Environment with Imperfect World Models, by Haolan Liu et al.
Grounding Large Language Models In Embodied Environment With Imperfect World Modelsby Haolan Liu, Jishen ZhaoFirst…
Summary of Logra-med: Long Context Multi-graph Alignment For Medical Vision-language Model, by Duy M. H. Nguyen et al.
LoGra-Med: Long Context Multi-Graph Alignment for Medical Vision-Language Modelby Duy M. H. Nguyen, Nghiem T.…
Summary of How to Train Long-context Language Models (effectively), by Tianyu Gao et al.
How to Train Long-Context Language Models (Effectively)by Tianyu Gao, Alexander Wettig, Howard Yen, Danqi ChenFirst…
Summary of Codejudge: Evaluating Code Generation with Large Language Models, by Weixi Tong et al.
CodeJudge: Evaluating Code Generation with Large Language Modelsby Weixi Tong, Tianyi ZhangFirst submitted to arxiv…
Summary of Automated Red Teaming with Goat: the Generative Offensive Agent Tester, by Maya Pavlova et al.
Automated Red Teaming with GOAT: the Generative Offensive Agent Testerby Maya Pavlova, Erik Brinkman, Krithika…
Summary of Helpsteer2-preference: Complementing Ratings with Preferences, by Zhilin Wang et al.
HelpSteer2-Preference: Complementing Ratings with Preferencesby Zhilin Wang, Alexander Bukharin, Olivier Delalleau, Daniel Egert, Gerald Shen,…
Summary of Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Models, by Can Demircan et al.
Sparse Autoencoders Reveal Temporal Difference Learning in Large Language Modelsby Can Demircan, Tankred Saanum, Akshay…
Summary of Rotated Runtime Smooth: Training-free Activation Smoother For Accurate Int4 Inference, by Ke Yi et al.
Rotated Runtime Smooth: Training-Free Activation Smoother for accurate INT4 inferenceby Ke Yi, Zengke Liu, Jianwei…
Summary of Scaling Optimal Lr Across Token Horizons, by Johan Bjorck et al.
Scaling Optimal LR Across Token Horizonsby Johan Bjorck, Alon Benhaim, Vishrav Chaudhary, Furu Wei, Xia…