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The pipeline itself only consumes prepared feature tensors. This package holds the domain-specific parts that turn an annotated CIF file (the RFD4 condition annotations written by AtomWorks Studio) into those tensors, and the generated tensors back into an annotated CIF. It builds on [AtomWorks](https://github.com/RosettaCommons/atomworks) and has no dependency on the original RFD4 runtime. Install and authenticate Python 3.11 or newer is required. The repository and the model are public, so no authentication is needed for the downloads below; log in only if you hit rate limits, and keep tokens out of notebooks and shell history. ```bash pip install huggingface_hub hf auth login hf auth whoami hf download nvidia/RFD4-Proteina-prep --local-dir rfd4-prep pip install ./rfd4-prep pip install git+https://github.com/huggingface/diffusers ``` `RFD4ProteinaPipeline` was merged into Diffusers on 2026-10-20..."},"evidence_pages":[],"related_signals":[{"id":"0636f04d-2af7-4d0d-b35a-99af279cb975","url":"https://onlylabs.fyi/signals/0636f04d-2af7-4d0d-b35a-99af279cb975","source_url":"https://huggingface.co/nvidia/cosmos3-nano-libero10-sdg-export-S5_2_s43","title":"nvidia/cosmos3-nano-libero10-sdg-export-S5_2_s43","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-19T21:19:46+00:00","first_seen_at":"2026-10-21T07:20:09.06034+00:00","date_source":"source"},{"id":"b1dffae2-2ea8-4613-a432-920a9148fb7b","url":"https://onlylabs.fyi/signals/b1dffae2-2ea8-4613-a432-920a9148fb7b","source_url":"https://huggingface.co/nvidia/Cosmos3-H-Embodied-Nano","title":"nvidia/Cosmos3-H-Embodied-Nano","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-19T12:45:34+00:00","first_seen_at":"2026-10-21T07:20:09.06034+00:00","date_source":"source"},{"id":"a5f03b53-d823-417e-9c46-5be127514785","url":"https://onlylabs.fyi/signals/a5f03b53-d823-417e-9c46-5be127514785","source_url":"https://huggingface.co/nvidia/Cosmos3-H-Dreams","title":"nvidia/Cosmos3-H-Dreams","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-19T12:35:12+00:00","first_seen_at":"2026-10-21T07:20:09.06034+00:00","date_source":"source"},{"id":"efd9c6e8-6e42-4206-b6eb-1db4be7aa4c2","url":"https://onlylabs.fyi/signals/efd9c6e8-6e42-4206-b6eb-1db4be7aa4c2","source_url":"https://huggingface.co/nvidia/cosmos3-nano-libero10-sdg-export-D2_s43","title":"nvidia/cosmos3-nano-libero10-sdg-export-D2_s43","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-19T12:33:39+00:00","first_seen_at":"2026-10-21T07:20:09.06034+00:00","date_source":"source"},{"id":"e069299a-07ee-4e01-a83c-c9a5728ce310","url":"https://onlylabs.fyi/signals/e069299a-07ee-4e01-a83c-c9a5728ce310","source_url":"https://huggingface.co/nvidia/cosmos3-nano-libero10-sdg-export-S2_s43","title":"nvidia/cosmos3-nano-libero10-sdg-export-S2_s43","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-19T03:38:29+00:00","first_seen_at":"2026-10-21T07:20:09.06034+00:00","date_source":"source"},{"id":"34e6d0f1-cfd0-4c3d-921e-05ad21a10430","url":"https://onlylabs.fyi/signals/34e6d0f1-cfd0-4c3d-921e-05ad21a10430","source_url":"https://huggingface.co/nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-MXFP8","title":"nvidia/NVIDIA-Nemotron-Labs-Dory1.0-4B-MXFP8","context":null,"kind":{"key":"model_released","label":"Model"},"org":{"slug":"nvidia","name":"NVIDIA","category":"frontier-lab"},"occurred_at":"2026-10-16T18:26:53+00:00","first_seen_at":"2026-10-17T07:20:08.883015+00:00","date_source":"source"}]}