Diffusers
Safetensors
English
RFD4ProteinaPipeline
biology
protein-design
biomolecular-design
structure-generation
flow-matching
annotated-cif
Instructions to use nvidia/RFD4-Proteina-Diffusers with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Diffusers
How to use nvidia/RFD4-Proteina-Diffusers with Diffusers:
pip install -U diffusers transformers accelerate
import torch from diffusers import DiffusionPipeline # switch to "mps" for apple devices pipe = DiffusionPipeline.from_pretrained("nvidia/RFD4-Proteina-Diffusers", dtype=torch.bfloat16, device_map="cuda") prompt = "Astronaut in a jungle, cold color palette, muted colors, detailed, 8k" image = pipe(prompt).images[0] - Notebooks
- Google Colab
- Kaggle
Cards: point links at rfd4-proteina.org docs and the new wordmark
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- annotated-cif
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- diffusers
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<p align="center"><img src="assets/wordmark.
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<p align="center"><strong>Sequence and structure, designed together.</strong><br>Baker Lab 脳 NVIDIA GenAIR</p>
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<p align="center"><a href="https://huggingface.co/nvidia/RFD4-Proteina">Original release</a> 路 <a href="https://github.com/RosettaCommons/RFD4-Proteina">Code</a> 路 <a href="https://huggingface.co/datasets/nvidia/RFD4-Proteina">Training data</a> 路 <a href="https://huggingface.co/docs/diffusers/api/pipelines/rfd4_proteina">Diffusers docs</a></p>
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# RFD4-Prote铆na for Diffusers
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## Training data and limitations
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The companion [dataset card](https://huggingface.co/datasets/nvidia/RFD4-Proteina) describes the available training snapshot. Use the model for computational biomolecular design and follow designs with appropriate structural and experimental evaluation. Performance depends on the target, input annotations, sampling settings and training coverage. Generation-only runs omit external refolding and scoring. See the [original model card](https://huggingface.co/nvidia/RFD4-Proteina) for benchmark results and the [evaluation and metrics guide](https://
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## Attribution and support
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- annotated-cif
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<p align="center"><picture><source media="(prefers-color-scheme: dark)" srcset="assets/wordmark-dark.webp"><img src="assets/wordmark.webp" width="520" alt="RFD4-Prote铆na"></picture></p>
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<p align="center"><strong>Sequence and structure, designed together.</strong><br>Baker Lab 脳 NVIDIA GenAIR</p>
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<p align="center"><a href="https://rfd4-proteina.org/">Project page</a> 路 <a href="https://huggingface.co/nvidia/RFD4-Proteina">Original release</a> 路 <a href="https://github.com/RosettaCommons/RFD4-Proteina">Code</a> 路 <a href="https://huggingface.co/datasets/nvidia/RFD4-Proteina">Training data</a> 路 <a href="https://huggingface.co/docs/diffusers/api/pipelines/rfd4_proteina">Diffusers docs</a></p>
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# RFD4-Prote铆na for Diffusers
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## Training data and limitations
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The companion [dataset card](https://huggingface.co/datasets/nvidia/RFD4-Proteina) describes the available training snapshot. Use the model for computational biomolecular design and follow designs with appropriate structural and experimental evaluation. Performance depends on the target, input annotations, sampling settings and training coverage. Generation-only runs omit external refolding and scoring. See the [original model card](https://huggingface.co/nvidia/RFD4-Proteina) for benchmark results and the [evaluation and metrics guide](https://rfd4-proteina.org/latest/how-to/evaluate-with-metrics.html).
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## Attribution and support
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