Orca 2: Teaching Small Language Models How to Reason Paper • 2311.11045 • Published Nov 18, 2023 • 70
ToolTalk: Evaluating Tool-Usage in a Conversational Setting Paper • 2311.10775 • Published Nov 15, 2023 • 7
Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning Paper • 2311.11077 • Published Nov 18, 2023 • 24
MultiLoRA: Democratizing LoRA for Better Multi-Task Learning Paper • 2311.11501 • Published Nov 20, 2023 • 33
System 2 Attention (is something you might need too) Paper • 2311.11829 • Published Nov 20, 2023 • 39
Mamba: Linear-Time Sequence Modeling with Selective State Spaces Paper • 2312.00752 • Published Dec 1, 2023 • 135
Beyond Human Data: Scaling Self-Training for Problem-Solving with Language Models Paper • 2312.06585 • Published Dec 11, 2023 • 28
A Tale of Tails: Model Collapse as a Change of Scaling Laws Paper • 2402.07043 • Published Feb 10 • 13
Self-Discover: Large Language Models Self-Compose Reasoning Structures Paper • 2402.03620 • Published Feb 6 • 109
RAPTOR: Recursive Abstractive Processing for Tree-Organized Retrieval Paper • 2401.18059 • Published Jan 31 • 32
Meta-Prompting: Enhancing Language Models with Task-Agnostic Scaffolding Paper • 2401.12954 • Published Jan 23 • 28
Self-Play Fine-Tuning Converts Weak Language Models to Strong Language Models Paper • 2401.01335 • Published Jan 2 • 64
Beyond Chinchilla-Optimal: Accounting for Inference in Language Model Scaling Laws Paper • 2401.00448 • Published Dec 31, 2023 • 27