VLA Foundry: Unified Vision-Language-Action Training

In this AI Research Roundup episode, Alex discusses the paper: 'VLA Foundry: A Unified Framework for Training Vision-Language-Action Models' VLA Foundry is a new open-source, unified framework designed to streamline the development of Vision-Language-Action models. It integrates Large Language Model and Vision-Language Model training into a single codebase to solve the fragmentation in current robotics research. The researchers evaluate their work using the LBM Eval simulator and provide significant usability improvements to existing analysis tools. Their fully open-source model performs on par with previous closed-source systems, while a version using the Qwen3-VL backbone shows even stronger results. All code, model weights, and tools are publicly released to support the development of multi-task tabletop manipulation policies. Paper URL: https://arxiv.org/pdf/2604.19728 #AI #MachineLearning #DeepLearning #Robotics #VLA #OpenSource #FoundationModels

Resources:
- GitHub: https://github.com/TRI-ML/vla_foundry

Видео VLA Foundry: Unified Vision-Language-Action Training канала AI Research Roundup