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
Download examples/enzyme_design/input.cif from nvidia/RFD4-Proteina-Diffusers: direct link, hf CLI and curl.
- Browser
- Download file 7.97 kB
-
https://huggingface.co/nvidia/RFD4-Proteina-Diffusers/resolve/main/examples/enzyme_design/input.cif
- Command line
-
hf download hf://nvidia/RFD4-Proteina-Diffusers/examples/enzyme_design/input.cif
-
curl -L -o input.cif https://huggingface.co/nvidia/RFD4-Proteina-Diffusers/resolve/main/examples/enzyme_design/input.cif
7.97 kB
| data_M0630_1j79.cif | |
| # | |
| _entry.id M0630_1j79.cif | |
| _entry.author rib7 | |
| _entry.date 2026-08-28 | |
| _entry.time 20:38:54 | |
| # | |
| loop_ | |
| _entity.id | |
| _entity.type | |
| _entity.pdbx_description | |
| 0 polymer . | |
| 1 non-polymer . | |
| 2 non-polymer . | |
| # | |
| _entity_poly.entity_id 0 | |
| _entity_poly.type polypeptide(L) | |
| _entity_poly.nstd_linkage no | |
| _entity_poly.nstd_monomer yes | |
| _entity_poly.pdbx_seq_one_letter_code XD | |
| _entity_poly.pdbx_seq_one_letter_code_can XD | |
| _entity_poly.pdbx_strand_id A | |
| _entity_poly.pdbx_target_identifier ? | |
| # | |
| loop_ | |
| _entity_poly_seq.entity_id | |
| _entity_poly_seq.hetero | |
| _entity_poly_seq.mon_id | |
| _entity_poly_seq.num | |
| 0 n 180-180 0 | |
| 0 n ASP 1 | |
| # | |
| loop_ | |
| _chem_comp.id | |
| _chem_comp.name | |
| _chem_comp.type | |
| _chem_comp.formula | |
| _chem_comp.mon_nstd_parent_comp_id | |
| _chem_comp.pdbx_synonyms | |
| _chem_comp.formula_weight | |
| 180-180 180-180 NON-POLYMER ? ? ? ? | |
| ASP ASP 'L-PEPTIDE LINKING' ? ? ? ? | |
| ORO ORO NON-POLYMER ? ? ? ? | |
| ZN ZN NON-POLYMER ? ? ? ? | |
| # | |
| loop_ | |
| _chem_comp_bond.comp_id | |
| _chem_comp_bond.atom_id_1 | |
| _chem_comp_bond.atom_id_2 | |
| _chem_comp_bond.value_order | |
| _chem_comp_bond.pdbx_aromatic_flag | |
| ASP N CA SING N | |
| ASP N H SING N | |
| ASP N H2 SING N | |
| ASP CA C SING N | |
| ASP CA CB SING N | |
| ASP CA HA SING N | |
| ASP C O DOUB N | |
| ASP C OXT SING N | |
| ASP CB CG SING N | |
| ASP CB HB2 SING N | |
| ASP CB HB3 SING N | |
| ASP CG OD1 DOUB N | |
| ASP CG OD2 SING N | |
| ASP OD2 HD2 SING N | |
| ASP OXT HXT SING N | |
| ORO N1 C2 SING Y | |
| ORO N1 C6 SING Y | |
| ORO N1 HN1 SING N | |
| ORO C2 O2 DOUB N | |
| ORO C2 N3 SING Y | |
| ORO N3 C4 SING Y | |
| ORO N3 HN3 SING N | |
| ORO C4 O4 DOUB N | |
| ORO C4 C5 SING Y | |
| ORO C5 C6 DOUB Y | |
| ORO C5 H5 SING N | |
| ORO C6 C7 SING N | |
| ORO C7 O71 DOUB N | |
| ORO C7 O72 SING N | |
| ORO O72 HO7 SING N | |
| # | |
| loop_ | |
| _atom_site.group_PDB | |
| _atom_site.type_symbol | |
| _atom_site.label_atom_id | |
| _atom_site.label_alt_id | |
| _atom_site.label_comp_id | |
| _atom_site.label_asym_id | |
| _atom_site.label_entity_id | |
| _atom_site.label_seq_id | |
| _atom_site.pdbx_PDB_ins_code | |
| _atom_site.auth_seq_id | |
| _atom_site.auth_comp_id | |
| _atom_site.auth_asym_id | |
| _atom_site.auth_atom_id | |
| _atom_site.B_iso_or_equiv | |
| _atom_site.occupancy | |
| _atom_site.pdbx_formal_charge | |
| _atom_site.annotation_src-component_1_atom | |
| _atom_site.annotation_expsegmax_1_residue | |
| _atom_site.mask_expsegmin_1_residue | |
| _atom_site.condition_hbond_1_atom | |
| _atom_site.condition_index-group_1_token | |
| _atom_site.annotation_expsegmin_1_residue | |
| _atom_site.mask_index_1_residue | |
| _atom_site.mask_sequence_1_residue | |
| _atom_site.mask_expsegmax_1_residue | |
| _atom_site.mask_coordinate_1_atom | |
| _atom_site.atom_array_index | |
| _atom_site.Cartn_x | |
| _atom_site.Cartn_y | |
| _atom_site.Cartn_z | |
| _atom_site.pdbx_PDB_model_num | |
| _atom_site.id | |
| HETATM X UNK . 180-180 A 0 0 . 0 180-180 A UNK nan 0.0 ? . 180 True 0 0 180 True False True False 0 nan nan nan 1 1 | |
| ATOM C CG . ASP A 0 1 . 1 ASP A CG 17.39 1.0 ? A250 -1 False 0 4 -1 False True False True 1 0.477 -0.542 2.937 1 2 | |
| ATOM O OD1 . ASP A 0 1 . 1 ASP A OD1 18.72 1.0 ? A250 -1 False 0 4 -1 False True False True 2 0.547 0.656 2.665 1 3 | |
| HETATM N N1 . ORO C 2 410 . 410 ORO C N1 18.66 1.0 ? ORO -1 False 0 1 -1 True True False True 3 -2.127 0.345 -1.747 1 4 | |
| HETATM C C2 . ORO C 2 410 . 410 ORO C C2 23.79 1.0 ? ORO -1 False 0 1 -1 True True False True 4 -1.547 -0.999 -1.559 1 5 | |
| HETATM O O2 . ORO C 2 410 . 410 ORO C O2 19.98 1.0 ? ORO -1 False 0 1 -1 True True False False 5 0.0 0.0 0.0 1 6 | |
| HETATM N N3 . ORO C 2 410 . 410 ORO C N3 26.76 1.0 ? ORO -1 False 0 1 -1 True True False True 6 -0.172 -1.019 -1.547 1 7 | |
| HETATM C C4 . ORO C 2 410 . 410 ORO C C4 100.0 1.0 ? ORO -1 False 0 1 -1 True True False True 7 0.602 -0.003 -2.126 1 8 | |
| HETATM O O4 . ORO C 2 410 . 410 ORO C O4 39.79 1.0 ? ORO -1 False 0 1 -1 True True False False 8 0.0 0.0 0.0 1 9 | |
| HETATM C C5 . ORO C 2 410 . 410 ORO C C5 30.44 1.0 ? ORO -1 False 0 1 -1 True True False False 9 0.0 0.0 0.0 1 10 | |
| HETATM C C6 . ORO C 2 410 . 410 ORO C C6 29.02 1.0 ? ORO -1 False 0 1 -1 True True False False 10 0.0 0.0 0.0 1 11 | |
| HETATM C C7 . ORO C 2 410 . 410 ORO C C7 21.02 1.0 ? ORO -1 False 0 1 -1 True True False False 11 0.0 0.0 0.0 1 12 | |
| HETATM O O71 . ORO C 2 410 . 410 ORO C O71 17.46 1.0 ? ORO -1 False 0 1 -1 True True False False 12 0.0 0.0 0.0 1 13 | |
| HETATM O O72 . ORO C 2 410 . 410 ORO C O72 18.24 1.0 ? ORO -1 False 0 1 -1 True True False False 13 0.0 0.0 0.0 1 14 | |
| HETATM ZN ZN . ZN B 1 400 . 400 ZN B ZN 22.02 1.0 +2 ZN -1 False 0 2 -1 True True False True 14 2.223 1.561 1.378 1 15 | |
| # | |
| _rfd_design.sampled_contig 180-180 | |
| # | |
| loop_ | |
| _chem_comp_atom.comp_id | |
| _chem_comp_atom.atom_id | |
| _chem_comp_atom.type_symbol | |
| _chem_comp_atom.charge | |
| _chem_comp_atom.pdbx_aromatic_flag | |
| _chem_comp_atom.pdbx_leaving_atom_flag | |
| _chem_comp_atom.pdbx_model_Cartn_x_ideal | |
| _chem_comp_atom.pdbx_model_Cartn_y_ideal | |
| _chem_comp_atom.pdbx_model_Cartn_z_ideal | |
| ASP N N 0 N N -0.31700000166893005 1.687999963760376 0.06599999964237213 | |
| ASP CA C 0 N N -0.4699999988079071 0.28600001335144043 -0.3440000116825104 | |
| ASP C C 0 N N -1.8680000305175781 -0.18000000715255737 -0.028999999165534973 | |
| ASP O O 0 N N -2.5339999198913574 0.41499999165534973 0.7860000133514404 | |
| ASP CB C 0 N N 0.5389999747276306 -0.5799999833106995 0.4129999876022339 | |
| ASP CG C 0 N N 1.937999963760376 -0.19499999284744263 0.004000000189989805 | |
| ASP OD1 O 0 N N 2.1089999675750732 0.6809999942779541 -0.8100000023841858 | |
| ASP OD2 O 0 N N 2.992000102996826 -0.8259999752044678 0.5429999828338623 | |
| ASP OXT O 0 N Y -2.374000072479248 -1.25600004196167 -0.6520000100135803 | |
| ASP H H 0 N N -0.9279999732971191 2.2890000343322754 -0.46700000762939453 | |
| ASP H2 H 0 N Y -0.4779999852180481 1.7949999570846558 1.055999994277954 | |
| ASP HA H 0 N N -0.2919999957084656 0.19900000095367432 -1.4160000085830688 | |
| ASP HB2 H 0 N N 0.4189999997615814 -0.42500001192092896 1.4850000143051147 | |
| ASP HB3 H 0 N N 0.367000013589859 -1.6299999952316284 0.17599999904632568 | |
| ASP HD2 H 0 N N 3.86899995803833 -0.5450000166893005 0.25 | |
| ASP HXT H 0 N Y -3.2750000953674316 -1.5169999599456787 -0.41600000858306885 | |
| ORO N1 N 0 Y N 1.1260000467300415 0.004999999888241291 0.041999999433755875 | |
| ORO C2 C 0 Y N 1.1929999589920044 -0.0010000000474974513 -1.2990000247955322 | |
| ORO O2 O 0 N N 2.2839999198913574 -0.0010000000474974513 -1.8359999656677246 | |
| ORO N3 N 0 Y N 0.08799999952316284 -0.0 -2.062999963760376 | |
| ORO C4 C 0 Y N -1.1349999904632568 -0.0 -1.4950000047683716 | |
| ORO O4 O 0 N N -2.138000011444092 0.0 -2.184000015258789 | |
| ORO C5 C 0 Y N -1.2359999418258667 -0.0 -0.029999999329447746 | |
| ORO C6 C 0 Y N -0.08699999749660492 -0.0 0.6949999928474426 | |
| ORO C7 C 0 N N -0.13899999856948853 -0.0 2.177000045776367 | |
| ORO O71 O 0 N N -1.2109999656677246 -0.0 2.746000051498413 | |
| ORO O72 O 0 N N 1.0019999742507935 -0.0 2.8910000324249268 | |
| ORO HN1 H 0 N N 1.9450000524520874 0.004000000189989805 0.5609999895095825 | |
| ORO HN3 H 0 N N 0.17000000178813934 -0.0 -3.0299999713897705 | |
| ORO H5 H 0 N N -2.1989998817443848 -0.0 0.4569999873638153 | |
| ORO HO7 H 0 N N 0.9679999947547913 -0.0 3.8570001125335693 | |
| ZN ZN ZN 2 N N nan nan nan | |
| 180-180 UNK X 0 N N nan nan nan | |
| # | |