Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Paper • 2405.15613 • Published May 24 • 13
Beyond Scaling Laws: Understanding Transformer Performance with Associative Memory Paper • 2405.08707 • Published May 14 • 27
MM1: Methods, Analysis & Insights from Multimodal LLM Pre-training Paper • 2403.09611 • Published Mar 14 • 123
Common 7B Language Models Already Possess Strong Math Capabilities Paper • 2403.04706 • Published Mar 7 • 16
How Far Are We from Intelligent Visual Deductive Reasoning? Paper • 2403.04732 • Published Mar 7 • 18
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models Paper • 2402.17177 • Published Feb 27 • 88
FinTral: A Family of GPT-4 Level Multimodal Financial Large Language Models Paper • 2402.10986 • Published Feb 16 • 76
RLVF: Learning from Verbal Feedback without Overgeneralization Paper • 2402.10893 • Published Feb 16 • 10
DeepSeekMath: Pushing the Limits of Mathematical Reasoning in Open Language Models Paper • 2402.03300 • Published Feb 5 • 67
Rethinking Interpretability in the Era of Large Language Models Paper • 2402.01761 • Published Jan 30 • 21
Repeat After Me: Transformers are Better than State Space Models at Copying Paper • 2402.01032 • Published Feb 1 • 22
Transforming and Combining Rewards for Aligning Large Language Models Paper • 2402.00742 • Published Feb 1 • 11
MoE-LLaVA: Mixture of Experts for Large Vision-Language Models Paper • 2401.15947 • Published Jan 29 • 48
MM-LLMs: Recent Advances in MultiModal Large Language Models Paper • 2401.13601 • Published Jan 24 • 44
Understanding LLMs: A Comprehensive Overview from Training to Inference Paper • 2401.02038 • Published Jan 4 • 61
QA-LoRA: Quantization-Aware Low-Rank Adaptation of Large Language Models Paper • 2309.14717 • Published Sep 26, 2023 • 43
TeacherLM: Teaching to Fish Rather Than Giving the Fish, Language Modeling Likewise Paper • 2310.19019 • Published Oct 29, 2023 • 9
RLAIF: Scaling Reinforcement Learning from Human Feedback with AI Feedback Paper • 2309.00267 • Published Sep 1, 2023 • 47
Aligning Large Multimodal Models with Factually Augmented RLHF Paper • 2309.14525 • Published Sep 25, 2023 • 30
PDFTriage: Question Answering over Long, Structured Documents Paper • 2309.08872 • Published Sep 16, 2023 • 52
Agents: An Open-source Framework for Autonomous Language Agents Paper • 2309.07870 • Published Sep 14, 2023 • 39