MemAgent: A Reinforcement Learning Framework Redefining Long-Context Processing in LLMs
Source: MarkTechPost Handling extremely long documents remains a persistent challenge for large language models (LLMs). Even with techniques...
NeuralOS: A Generative Framework for Simulating Interactive Operating System Interfaces
Source: MarkTechPost Transforming Human-Computer Interaction with Generative Interfaces Recent advances in generative models are transforming the way we...
Apple Introduces DiffuCoder: A 7B Diffusion LLM Tailored for Code Generation
Source: MarkTechPost Diffusion LLMs as a Paradigm Shift in Code Generation LLMs have revolutionized natural language processing with...
This AI Paper Introduces TableRAG: A Hybrid SQL and Text Retrieval Framework for Multi-Hop Question Answering over Heterogeneous Documents
Source: MarkTechPost Handling questions that involve both natural language and structured tables has become an essential task in...
Fractional Reasoning in LLMs: A New Way to Control Inference Depth
Source: MarkTechPost What is included in this article: The limitations of current test-time compute strategies in LLMs.Introduction of...
Liquid AI Open-Sources LFM2: A New Generation of Edge LLMs
Source: MarkTechPost What is included in this article: Performance breakthroughs – 2x faster inference and 3x faster trainingTechnical...
NVIDIA AI Released DiffusionRenderer: An AI Model for Editable, Photorealistic 3D Scenes from a Single Video
Source: MarkTechPost AI-powered video generation is improving at a breathtaking pace. In a short time, we’ve gone from...
Hugging Face Releases SmolLM3: A 3B Long-Context, Multilingual Reasoning Model
Source: MarkTechPost Hugging Face just released SmolLM3, the latest version of its “Smol” language models, designed to deliver...
How Radial Attention Cuts Costs in Video Diffusion by 4.4× Without Sacrificing Quality
Source: MarkTechPost Introduction to Video Diffusion Models and Computational Challenges Diffusion models have made impressive progress in generating...
SynPref-40M and Skywork-Reward-V2: Scalable Human-AI Alignment for State-of-the-Art Reward Models
Source: MarkTechPost Understanding Limitations of Current Reward Models Although reward models play a crucial role in Reinforcement Learning...