Oxford Protein Informatics Group (OPIG)

Pretrained antibody structure predictor that outputs full paired heavy/light 3D structures faster than protein language models generate embeddings.

Codon-level BERT model that captures genomic signals invisible to amino acid models, outperforming billion-parameter PLMs with just 86M parameters.

Antibody-specific language model trained on the OAS database for restoring missing residues and generating high-quality sequence representations.