nvidia/LocateAnything-3B · Hugging Face

Its core innovation, Parallel Box Decoding (PBD), predicts complete bounding box coordinates in a single parallel step rather than autoregressive token-by-token decoding, improving efficiency while preserving geometric consistency. This enables up to 2.5× higher throughput compared to prior approaches.

LocateAnything is developed as part of the Eagle VLM model family. This released model is for research and development only. In addition, LocateAnything contributed to Nemotron and Cosmos as part of the Computer Use and Visual Grounding features. We give special thanks the Nemotron and Cosmos Teams for time and efforts in product integration.

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This model is built using components from third-party models with their respective licenses: