LingBot-VA 2.0: Native Video-Action Foundation Model for Robot Control
A native video-action foundation model pretrained from scratch with a semantic visual-action tokenizer and foresight reasoning, enabling real-time robot control at ≤150 Hz on consumer GPUs without relying on retrofitted VLMs or video generators.
The skinny
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