Transforming and Combining Rewards for Aligning Large Language Models Paper • 2402.00742 • Published Feb 1 • 11
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Paper • 2402.03300 • Published Feb 5 • 73
Specialized Language Models with Cheap Inference from Limited Domain Data Paper • 2402.01093 • Published Feb 2 • 45
Self-Discover: Large Language Models Self-Compose Reasoning Structures Paper • 2402.03620 • Published Feb 6 • 113
Can Mamba Learn How to Learn? A Comparative Study on In-Context Learning Tasks Paper • 2402.04248 • Published Feb 6 • 30
Tag-LLM: Repurposing General-Purpose LLMs for Specialized Domains Paper • 2402.05140 • Published Feb 6 • 20
InternLM-Math: Open Math Large Language Models Toward Verifiable Reasoning Paper • 2402.06332 • Published Feb 9 • 18
Real-World Fluid Directed Rigid Body Control via Deep Reinforcement Learning Paper • 2402.06102 • Published Feb 8 • 4
A Tale of Tails: Model Collapse as a Change of Scaling Laws Paper • 2402.07043 • Published Feb 10 • 13
Premise Order Matters in Reasoning with Large Language Models Paper • 2402.08939 • Published Feb 14 • 27
MEGABYTE: Predicting Million-byte Sequences with Multiscale Transformers Paper • 2305.07185 • Published May 12, 2023 • 9
LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper • 2402.13753 • Published Feb 21 • 112
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Paper • 2402.17764 • Published Feb 27 • 604
AtP*: An efficient and scalable method for localizing LLM behaviour to components Paper • 2403.00745 • Published Mar 1 • 12
InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding Paper • 2403.01487 • Published Mar 3 • 14
LLM2LLM: Boosting LLMs with Novel Iterative Data Enhancement Paper • 2403.15042 • Published Mar 22 • 25
MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? Paper • 2403.14624 • Published Mar 21 • 51
PERL: Parameter Efficient Reinforcement Learning from Human Feedback Paper • 2403.10704 • Published Mar 15 • 57