DanceGRPO: A Unified Framework for Reinforcement Learning in Visual Generation Across Multiple Paradigms and Tasks
Source: MarkTechPost Recent advances in generative models, especially diffusion models and rectified flows, have revolutionized visual content creation...
ByteDance Introduces Seed1.5-VL: A Vision-Language Foundation Model Designed to Advance General-Purpose Multimodal Understanding and Reasoning
Source: MarkTechPost VLMs have become central to building general-purpose AI systems capable of understanding and interacting in digital...
Rime Introduces Arcana and Rimecaster (Open Source): Practical Voice AI Tools Built on Real-World Speech
Source: MarkTechPost The field of Voice AI is evolving toward more representative and adaptable systems. While many existing...
Meta AI Introduces CATransformers: A Carbon-Aware Machine Learning Framework to Co-Optimize AI Models and Hardware for Sustainable Edge Deployment
Source: MarkTechPost As machine learning systems become integral to various applications, from recommendation engines to autonomous systems, there’s...
This AI Paper Investigates Test-Time Scaling of English-Centric RLMs for Enhanced Multilingual Reasoning and Domain Generalization
Source: MarkTechPost Reasoning language models, or RLMs, are increasingly used to simulate step-by-step problem-solving by generating long, structured...
Reinforcement Learning, Not Fine-Tuning: Nemotron-Tool-N1 Trains LLMs to Use Tools with Minimal Supervision and Maximum Generalization
Source: MarkTechPost Equipping LLMs with external tools or functions has become popular, showing great performance across diverse domains....
RL^V: Unifying Reasoning and Verification in Language Models through Value-Free Reinforcement Learning
Source: MarkTechPost LLMs have gained outstanding reasoning capabilities through reinforcement learning (RL) on correctness rewards. Modern RL algorithms...
OpenAI Releases HealthBench: An Open-Source Benchmark for Measuring the Performance and Safety of Large Language Models in Healthcare
Source: MarkTechPost OpenAI has released HealthBench, an open-source evaluation framework designed to measure the performance and safety of...
Multimodal AI Needs More Than Modality Support: Researchers Propose General-Level and General-Bench to Evaluate True Synergy in Generalist Models
Source: MarkTechPost Artificial intelligence has grown beyond language-focused systems, evolving into models capable of processing multiple input types,...
Offline Video-LLMs Can Now Understand Real-Time Streams: Apple Researchers Introduce StreamBridge to Enable Multi-Turn and Proactive Video Understanding
Source: MarkTechPost Video-LLMs process whole pre-recorded videos at once. However, applications like robotics and autonomous driving need causal...