Stability AI Introduces Adversarial Relativistic-Contrastive (ARC) Post-Training and Stable Audio Open Small: A Distillation-Free Breakthrough for Fast, Diverse, and Efficient Text-to-Audio Generation Across Devices
Source: MarkTechPost Text-to-audio generation has emerged as a transformative approach for synthesizing sound directly from textual prompts, offering...
Researchers from Tsinghua and ModelBest Release Ultra-FineWeb: A Trillion-Token Dataset Enhancing LLM Accuracy Across Benchmarks
Source: MarkTechPost The data quality used in pretraining LLMs has become increasingly critical to their success. To build...
Google DeepMind Introduces AlphaEvolve: A Gemini-Powered Coding AI Agent for Algorithm Discovery and Scientific Optimization
Source: MarkTechPost Algorithm design and scientific discovery often demand a meticulous cycle of exploration, hypothesis testing, refinement, and...
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...
Rethinking Toxic Data in LLM Pretraining: A Co-Design Approach for Improved Steerability and Detoxification
Source: MarkTechPost In the pretraining of LLMs, the quality of training data is crucial in determining model performance....
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...