| dataset_info: | |
| - config_name: train | |
| features: | |
| - name: pdb_name | |
| dtype: string | |
| - name: processed_path | |
| dtype: string | |
| - name: oligomeric_count | |
| dtype: string | |
| - name: oligomeric_detail | |
| dtype: string | |
| - name: resolution | |
| dtype: float64 | |
| - name: structure_method | |
| dtype: string | |
| - name: num_chains | |
| dtype: int64 | |
| - name: quaternary_category | |
| dtype: string | |
| - name: seq_len | |
| dtype: int64 | |
| - name: modeled_seq_len | |
| dtype: int64 | |
| - name: coil_percent | |
| dtype: float64 | |
| - name: helix_percent | |
| dtype: float64 | |
| - name: strand_percent | |
| dtype: float64 | |
| - name: radius_gyration | |
| dtype: float64 | |
| - name: struct_seq | |
| dtype: string | |
| - name: aa_seq | |
| dtype: string | |
| - name: lddt_ca | |
| dtype: float64 | |
| - name: rmsd | |
| dtype: float64 | |
| - name: cluster | |
| dtype: string | |
| - name: gvp_feat_path | |
| dtype: string | |
| - name: split | |
| dtype: string | |
| - name: domain_num | |
| dtype: float64 | |
| - name: domain_split | |
| dtype: string | |
| - name: avg_plddt | |
| dtype: float64 | |
| - name: plddt | |
| sequence: float64 | |
| - name: plddt_std | |
| dtype: float64 | |
| - name: length | |
| dtype: int64 | |
| splits: | |
| - name: train | |
| num_bytes: 987161580 | |
| num_examples: 220354 | |
| download_size: 435599159 | |
| dataset_size: 987161580 | |
| - config_name: valid | |
| features: | |
| - name: pdb_name | |
| dtype: string | |
| - name: processed_path | |
| dtype: string | |
| - name: oligomeric_count | |
| dtype: 'null' | |
| - name: oligomeric_detail | |
| dtype: 'null' | |
| - name: resolution | |
| dtype: float64 | |
| - name: structure_method | |
| dtype: 'null' | |
| - name: num_chains | |
| dtype: int64 | |
| - name: quaternary_category | |
| dtype: string | |
| - name: seq_len | |
| dtype: int64 | |
| - name: modeled_seq_len | |
| dtype: int64 | |
| - name: coil_percent | |
| dtype: float64 | |
| - name: helix_percent | |
| dtype: float64 | |
| - name: strand_percent | |
| dtype: float64 | |
| - name: radius_gyration | |
| dtype: float64 | |
| - name: struct_seq | |
| dtype: string | |
| - name: aa_seq | |
| dtype: string | |
| - name: lddt_ca | |
| dtype: float64 | |
| - name: rmsd | |
| dtype: float64 | |
| - name: cluster | |
| dtype: float64 | |
| - name: gvp_feat_path | |
| dtype: 'null' | |
| - name: split | |
| dtype: string | |
| - name: domain_num | |
| dtype: float64 | |
| - name: domain_split | |
| dtype: 'null' | |
| - name: avg_plddt | |
| dtype: float64 | |
| - name: plddt | |
| dtype: 'null' | |
| - name: length | |
| dtype: int64 | |
| splits: | |
| - name: train | |
| num_bytes: 184672 | |
| num_examples: 128 | |
| download_size: 150842 | |
| dataset_size: 184672 | |
| configs: | |
| - config_name: train | |
| data_files: | |
| - split: train | |
| path: train/train-* | |
| - config_name: valid | |
| data_files: | |
| - split: train | |
| path: valid/train-* | |
| task_categories: | |
| - feature-extraction | |
| library_name: byprot | |
| license: mit | |
| This dataset contains preprocessed protein structure and sequence data used for training and evaluating multimodal protein language models. It is based on experimental structures from PDB and AF2-predicted structures from SwissProt, as described in the paper [Elucidating the Design Space of Multimodal Protein Language Models](https://huggingface.co/papers/2504.11454). | |
| Project page: https://bytedance.github.io/dplm/dplm-2.1 |