TurboVLA achieves 32 Hz VLA inference on single RTX 4090
July 28, 2026
TurboVLA bypasses LLM-centric pathways by using a direct V + L to A mapping with lightweight bidirectional interaction. This approach enables real-time robot action prediction at 32 Hz using less than 1 GB of VRAM.
HOW THIS AFFECTS YOU
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builderYou can deploy high-frequency vision-language-action policies on consumer-grade hardware.
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researcherThis provides a more efficient architecture for real-time robotics than traditional LLM-centric designs.