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
File size: 1,323 Bytes
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{
"label": "Protein binder \u00b7 PD-L1",
"file": "protein_binder.cif",
"task": "unconditional",
"id": "protein_binder"
},
{
"label": "Antibody \u00b7 HER2 CDR H3",
"file": "antibody_design.cif",
"task": "antibody_design",
"id": "antibody_design"
},
{
"label": "Enzyme \u00b7 catalytic motif",
"file": "enzyme_design.cif",
"task": "enzyme_design",
"id": "enzyme_design"
},
{
"label": "Inverse folding \u00b7 2KL8",
"file": "inverse_folding.cif",
"task": "inverse_folding",
"id": "inverse_folding"
},
{
"label": "Motif scaffolding \u00b7 1QJG",
"file": "motif_scaffolding.cif",
"task": "motif_scaffolding",
"id": "motif_scaffolding"
},
{
"label": "VHH \u00b7 PD-L1 CDRs",
"file": "nanobody.cif",
"task": "antibody_design",
"id": "nanobody"
},
{
"label": "Partial diffusion \u00b7 2KL8",
"file": "inverse_folding.cif",
"task": "partial_diffusion",
"id": "partial_diffusion"
},
{
"label": "Small-molecule binder \u00b7 SAM",
"file": "small_molecule_binder.cif",
"task": "small_molecule_binder",
"id": "small_molecule_binder"
},
{
"label": "Unconditional protein",
"file": "unconditional.cif",
"task": "unconditional",
"id": "unconditional"
}
]
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