NVIDIA's RFD4-Proteina lands on HuggingFace, outdesigning rivals 5.8x per GPU-hour

AllThingsApx · x · 2026-10-21

NVIDIA and UW's Institute for Protein Design have open-sourced RFD4-Proteina on HuggingFace. The model has an LLM-like "thinking" setting: at high thinking it produces 76.40 usable designs per GPU-hour on a 24-binding-target benchmark, versus 13.2 for the next best method.

It jointly designs protein sequences and all-atom structures conditioned on molecular context — binding targets, enzyme motifs, ligands, or selected structural features. A demo space, weights and blog post are available.

Related event: NVIDIA and Baker Lab Open-Source RFD4-Proteina Protein Design Model(35 posts)→

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