DocLLM: A layout-aware generative language model for multimodal document understanding
Paper • 2401.00908 • Published • 191
LLMPapers
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Lightning Attention-2: A Free Lunch for Handling Unlimited Sequence Lengths in Large Language Models
Paper • 2401.04658 • Published • 27 -
Weaver: Foundation Models for Creative Writing
Paper • 2401.17268 • Published • 45 -
Efficient Tool Use with Chain-of-Abstraction Reasoning
Paper • 2401.17464 • Published • 21 -
Shortened LLaMA: A Simple Depth Pruning for Large Language Models
Paper • 2402.02834 • Published • 17 -
CroissantLLM: A Truly Bilingual French-English Language Model
Paper • 2402.00786 • Published • 26 -
Self-Discover: Large Language Models Self-Compose Reasoning Structures
Paper • 2402.03620 • Published • 117 -
Fine-Tuned Language Models Generate Stable Inorganic Materials as Text
Paper • 2402.04379 • Published • 8 -
Fiddler: CPU-GPU Orchestration for Fast Inference of Mixture-of-Experts Models
Paper • 2402.07033 • Published • 19 -
The Era of 1-bit LLMs: All Large Language Models are in 1.58 Bits
Paper • 2402.17764 • Published • 628 -
Sora: A Review on Background, Technology, Limitations, and Opportunities of Large Vision Models
Paper • 2402.17177 • Published • 87 -
Towards Optimal Learning of Language Models
Paper • 2402.17759 • Published • 18 -
StarCoder 2 and The Stack v2: The Next Generation
Paper • 2402.19173 • Published • 156 -
AST-T5: Structure-Aware Pretraining for Code Generation and Understanding
Paper • 2401.03003 • Published • 14 -
Stealing Part of a Production Language Model
Paper • 2403.06634 • Published • 91 -
Design2Code: How Far Are We From Automating Front-End Engineering?
Paper • 2403.03163 • Published • 98 -
LLM Agent Operating System
Paper • 2403.16971 • Published • 73 -
Can large language models explore in-context?
Paper • 2403.15371 • Published • 33 -
The Unreasonable Ineffectiveness of the Deeper Layers
Paper • 2403.17887 • Published • 82 -
Transformers Can Do Arithmetic with the Right Embeddings
Paper • 2405.17399 • Published • 54 -
Efficient Detection of Toxic Prompts in Large Language Models
Paper • 2408.11727 • Published • 13 -
Ferret: Faster and Effective Automated Red Teaming with Reward-Based Scoring Technique
Paper • 2408.10701 • Published • 12 -
SciLitLLM: How to Adapt LLMs for Scientific Literature Understanding
Paper • 2408.15545 • Published • 38 -
GST: Precise 3D Human Body from a Single Image with Gaussian Splatting Transformers
Paper • 2409.04196 • Published • 17 -
Fact, Fetch, and Reason: A Unified Evaluation of Retrieval-Augmented Generation
Paper • 2409.12941 • Published • 25 -
MinerU: An Open-Source Solution for Precise Document Content Extraction
Paper • 2409.18839 • Published • 41 -
Open-RAG: Enhanced Retrieval-Augmented Reasoning with Open-Source Large Language Models
Paper • 2410.01782 • Published • 10 -
A Survey of Small Language Models
Paper • 2410.20011 • Published • 46 -
Cut Your Losses in Large-Vocabulary Language Models
Paper • 2411.09009 • Published • 49 -
DeepAnalyze: Agentic Large Language Models for Autonomous Data Science
Paper • 2510.16872 • Published • 112