Making Robots Understand Language on Everyday Hardware

Making Robots Understand Language on Everyday Hardware

A modular framework that runs on consumer GPUs without retraining

SVLR is a breakthrough open-source framework that enables robots to follow language instructions without requiring expensive hardware or complex retraining.

  • Training-free operation allows immediate deployment across diverse robotic systems
  • Modular architecture integrates vision, language, and action components efficiently
  • Consumer GPU compatibility democratizes access to advanced robotic capabilities
  • Pick-and-place task support enables practical factory automation applications

This innovation matters for engineering by making advanced robotics more accessible, scalable, and affordable—potentially accelerating adoption in manufacturing environments and beyond.

Scalable, Training-Free Visual Language Robotics: A Modular Multi-Model Framework for Consumer-Grade GPUs

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