Hugging Face Releases SmolVLA: A Compact Vision-Language-Action Model for Affordable and Efficient Robotics
Source: MarkTechPost Despite recent progress in robotic control via large-scale vision-language-action (VLA) models, real-world deployment remains constrained by...
From Exploration Collapse to Predictable Limits: Shanghai AI Lab Proposes Entropy-Based Scaling Laws for Reinforcement Learning in LLMs
Source: MarkTechPost Recent advances in reasoning-centric large language models (LLMs) have expanded the scope of reinforcement learning (RL)...
Meta Releases Llama Prompt Ops: A Python Package that Automatically Optimizes Prompts for Llama Models
Source: MarkTechPost The growing adoption of open-source large language models such as Llama has introduced new integration challenges...
This AI Paper Introduces LLaDA-V: A Purely Diffusion-Based Multimodal Large Language Model for Visual Instruction Tuning and Multimodal Reasoning
Source: MarkTechPost Multimodal large language models (MLLMs) are designed to process and generate content across various modalities, including...
NVIDIA AI Introduces Fast-dLLM: A Training-Free Framework That Brings KV Caching and Parallel Decoding to Diffusion LLMs
Source: MarkTechPost Diffusion-based large language models (LLMs) are being explored as a promising alternative to traditional autoregressive models,...
Off-Policy Reinforcement Learning RL with KL Divergence Yields Superior Reasoning in Large Language Models
Source: MarkTechPost Policy gradient methods have significantly advanced the reasoning capabilities of LLMs, particularly through RL. A key...
Enigmata’s Multi-Stage and Mix-Training Reinforcement Learning Recipe Drives Breakthrough Performance in LLM Puzzle Reasoning
Source: MarkTechPost Large Reasoning Models (LRMs), trained from LLMs using reinforcement learning (RL), demonstrated great performance in complex...
BOND 2025 AI Trends Report Shows AI Ecosystem Growing Faster than Ever with Explosive User and Developer Adoption
Source: MarkTechPost BOND’s latest report on Trends – Artificial Intelligence (May 2025) presents a comprehensive data-driven snapshot of...
Meet NovelSeek: A Unified Multi-Agent Framework for Autonomous Scientific Research from Hypothesis Generation to Experimental Validation
Source: MarkTechPost Scientific research across fields like chemistry, biology, and artificial intelligence has long relied on human experts...
This AI Paper from Microsoft Introduces WINA: A Training-Free Sparse Activation Framework for Efficient Large Language Model Inference
Source: MarkTechPost Large language models (LLMs), with billions of parameters, power many AI-driven services across industries. However, their...