rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking Paper • 2501.04519 • Published 9 days ago • 228
MobileLLM: Optimizing Sub-billion Parameter Language Models for On-Device Use Cases Paper • 2402.14905 • Published Feb 22, 2024 • 127
LongWriter: Unleashing 10,000+ Word Generation from Long Context LLMs Paper • 2408.07055 • Published Aug 13, 2024 • 66
The AI Scientist: Towards Fully Automated Open-Ended Scientific Discovery Paper • 2408.06292 • Published Aug 12, 2024 • 118
Florence-2: Advancing a Unified Representation for a Variety of Vision Tasks Paper • 2311.06242 • Published Nov 10, 2023 • 88
Longhorn: State Space Models are Amortized Online Learners Paper • 2407.14207 • Published Jul 19, 2024 • 18
Summary of a Haystack: A Challenge to Long-Context LLMs and RAG Systems Paper • 2407.01370 • Published Jul 1, 2024 • 86
AgentInstruct: Toward Generative Teaching with Agentic Flows Paper • 2407.03502 • Published Jul 3, 2024 • 51
The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Paper • 2406.17557 • Published Jun 25, 2024 • 90
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Paper • 2406.15927 • Published Jun 22, 2024 • 13
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Paper • 2406.15319 • Published Jun 21, 2024 • 63
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels Paper • 2406.09415 • Published Jun 13, 2024 • 51