Upload converted Boltz-2 checkpoint
Browse files- README.md +42 -0
- config.json +109 -0
- manifest.json +18 -0
- model.safetensors +3 -0
README.md
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---
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library_name: "ofoldx"
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tags:
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- "biology"
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- "biomolecular-design"
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- "protein"
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- "rna"
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- "dna"
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- "model"
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- "boltz2"
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- "structure-prediction"
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- "protein-structure"
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artifact_kind: "model"
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repo_id: "oteam/boltz2"
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pipeline_tag: "other"
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task: "structure_prediction"
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widget:
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- pipeline_tag: "other"
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task: "structure_prediction"
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example_title: "Single-chain protein"
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text: ">A\nMKTAYIAKQRQISFVKSHFSRQDILD"
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input_format: "fasta"
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- pipeline_tag: "other"
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task: "structure_prediction"
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example_title: "Protein complex"
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text: ">A\nMKTAYIAKQRQISFVKSHFSRQDILD\n>B\nGSHMRYFVTAVSRPGRGEPRFI"
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input_format: "fasta"
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---
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# boltz2
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This repository contains a biomolecular `model` artifact.
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It serves the `structure_prediction` task.
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The architecture key is `boltz2`.
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The artifact is described by `manifest.json`; runtime configuration and weights stay in their own files.
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```python
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from ofoldx import AutoModel
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model = AutoModel.from_pretrained("oteam/boltz2")
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```
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config.json
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{
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"single_size": 384,
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"pair_size": 128,
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"atom_hidden_size": 128,
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"atom_pair_hidden_size": 16,
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"atom_feature_size": 388,
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"num_bins": 64,
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"num_distograms": 1,
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"fourier_embedding_size": 256,
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"relative_position_size": 139,
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"num_bond_types": 7,
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"initializer_range": 0.02,
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"recycling_steps": 3,
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"recycling_detach": true,
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"fix_sym_check": true,
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"cyclic_pos_enc": true,
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"use_templates": true,
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"use_templates_v2": true,
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"bond_type_feature": true,
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"token_level_confidence": true,
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"predict_bfactor": true,
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"add_s_to_z_prod": true,
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"add_s_input_to_s": true,
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"add_z_input_to_z": true,
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"aggregate_distogram": true,
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"conditioning_cutoff_min": 4.0,
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"conditioning_cutoff_max": 20.0,
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"min_distance": 2.0,
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"max_distance": 22.0,
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"input_embedder": {
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"num_atom_encoder_blocks": 3,
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"num_atom_encoder_attention_heads": 4,
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"vocab_size": 33,
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"msa_profile_size": 34,
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"num_method_types": 12,
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"num_molecule_types": 4,
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"add_method_conditioning": true,
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"add_modified_flag": true,
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"add_cyclic_flag": true,
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"add_mol_type_feat": true
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},
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"trunk": {
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"num_pairformer_blocks": 64,
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"num_pair_attention_heads": 16,
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"num_msa_blocks": 4,
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"msa_size": 64,
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"msa_feature_size": 36,
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"msa_head_dim": 32,
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"num_msa_attention_heads": 8,
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"outer_product_hidden_size": 32,
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"triangle_attention_hidden_size": 32,
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"num_triangle_attention_heads": 4,
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"use_paired_feature": true,
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"operator_backend": "auto",
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"dropout": 0.25,
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"msa_dropout": 0.15
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},
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"template": {
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"hidden_size": 64,
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"num_blocks": 2,
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"num_distogram_bins": 38,
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"vocab_size": 33,
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"expansion": 4,
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"triangle_attention_hidden_size": 32,
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"num_triangle_attention_heads": 4,
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"min_distance": 3.25,
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"max_distance": 50.75
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},
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"diffusion": {
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"num_token_transformer_blocks": 24,
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"num_token_transformer_heads": 16,
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"num_atom_encoder_blocks": 3,
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"num_atom_decoder_blocks": 3,
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"num_atom_attention_heads": 4,
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"atom_hidden_size": 128,
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"atom_pair_hidden_size": 16,
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"num_query_atoms": 32,
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"num_key_atoms": 128,
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"num_conditioning_transitions": 2,
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"sigma_data": 16.0,
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"alignment_reverse_diff": true,
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"operator_backend": "auto"
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},
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"sampler": {
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"solver": "euler",
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"num_sampling_steps": 200,
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"rho": 7.0,
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"max_noise_level": 160.0,
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"min_noise_level": 0.0004,
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"step_scale": 1.5,
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"noise_scale": 1.003,
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"churn_rate": 0.8
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},
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"confidence": {
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"num_pairformer_blocks": 8,
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"num_pair_attention_heads": 16,
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"num_distogram_bins": 64,
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"max_distance": 22.0,
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"num_plddt_bins": 50,
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"num_pae_bins": 64,
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"num_pde_bins": 64,
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"num_bfactor_bins": 64,
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"add_s_to_z_prod": true,
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"add_s_input_to_s": true,
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"add_z_input_to_z": true,
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"use_separate_heads": true,
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"token_level": true
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}
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}
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manifest.json
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{
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"format": "biomolecular_pretrained",
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"format_version": 1,
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"kind": "model",
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"producer": {
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"package": "ofoldx",
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"version": "0.1.dev1+g9a78c7e44.d20260609"
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},
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"entrypoint": "ofoldx.models.boltz2.model.Boltz2Model",
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"architecture": "boltz2",
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"task": "structure_prediction",
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"files": {
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"config": "config.json"
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},
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"weights": {
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"default": "model.safetensors"
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}
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}
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model.safetensors
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version https://git-lfs.github.com/spec/v1
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oid sha256:b9873bc3a5e19c7a1a36683682a68619440d29b8cf9a78eab807ffb1602b91ac
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size 2027725444
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