The FineWeb Datasets: Decanting the Web for the Finest Text Data at Scale Paper • 2406.17557 • Published 4 days ago • 66
Semantic Entropy Probes: Robust and Cheap Hallucination Detection in LLMs Paper • 2406.15927 • Published 7 days ago • 13
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Paper • 2406.15319 • Published 8 days ago • 52
An Image is Worth More Than 16x16 Patches: Exploring Transformers on Individual Pixels Paper • 2406.09415 • Published 16 days ago • 47
ConvLLaVA: Hierarchical Backbones as Visual Encoder for Large Multimodal Models Paper • 2405.15738 • Published May 24 • 43
MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning Paper • 2405.12130 • Published May 20 • 44
Layer Skip: Enabling Early Exit Inference and Self-Speculative Decoding Paper • 2404.16710 • Published Apr 25 • 56
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone Paper • 2404.14219 • Published Apr 22 • 240
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits Paper • 2402.17764 • Published Feb 27 • 573
GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection Paper • 2403.03507 • Published Mar 6 • 179
Visual Autoregressive Modeling: Scalable Image Generation via Next-Scale Prediction Paper • 2404.02905 • Published Apr 3 • 61
Mixture-of-Depths: Dynamically allocating compute in transformer-based language models Paper • 2404.02258 • Published Apr 2 • 102
MoAI: Mixture of All Intelligence for Large Language and Vision Models Paper • 2403.07508 • Published Mar 12 • 73