# Protein sequence analysis

ESM++ is a faithful implementation of ESMC, supporting batch processing and compatible with the standard Huggingface interface without requiring the ESM Python package. The small version corresponds to the 300-million-parameter version of ESMC.

BioT5+ is a large biomedical language model based on the T5 architecture, achieving generalized biological understanding through IUPAC integration and multitask fine-tuning.

This model is fine-tuned based on Bert-Base-Uncased and is used for the multi-label classification task of predicting protein functions based on protein amino acid sequences.

Protein-SMILES interaction prediction model fine-tuned based on Rostlab/prot_bert

This model is a fine-tuned version based on Rostlab/prot_bert, designed for tasks involving the relationship between protein sequences and SMILES molecular representations.