ESM-MSA-1b esm_msa1b_t12_100M_UR50S() UR50 + MSA MSA Transformer language model. Can be used to extract embeddings from an MSA. Enables SOTA inference of structure. Released with Rao et al. 2021 (ICML'21 version
model, alphabet = torch.hub.load("facebookresearch/esm","esm1b_t33_650M_UR50S") Then, you can load and use a pretrained model as follows: importtorchimportesm# Load ESM-1b modelmodel, alphabet = esm.pretrained.esm1b_t33_650M_UR50S() batch_converter = alphabet.get_batch_converter()...
Evolutionary Scale Modeling (esm): Pretrained language models for proteins - esm/esm/pretrained.py at 2b369911bb5b4b0dda914521b9475cad1656b2ac · facebookresearch/esm
ESM-MSA-1b esm_msa1b_t12_100M_UR50S() UR50 + MSA MSA Transformer language model. Can be used to extract embeddings from an MSA. Enables SOTA inference of structure. Released with Rao et al. 2021 (ICML'21 version, June 2021). ESM-1v esm1v_t33_650M_UR90S_1() ... esm1v_t33...
ESM-MSA-1besm_msa1b_t12_100M_UR50S()UR50 + MSAMSA Transformer language model. Can be used to extract embeddings from an MSA. Enables SOTA inference of structure. Released withRao et al. 2021(ICML'21 version, June 2021). ESM-1vesm1v_t33_650M_UR90S_1()...esm1v_t33_650M_UR90...
ESM-MSA-1besm_msa1b_t12_100M_UR50S()UR50 + MSAMSA Transformer language model. Can be used to extract embeddings from an MSA. Enables SOTA inference of structure. Released withRao et al. 2021(ICML'21 version, June 2021). ESM-1vesm1v_t33_650M_UR90S_1()...esm1v_t33_650M_UR90...
ESM-MSA-1besm_msa1b_t12_100M_UR50S()UR50 + MSAMSA Transformer language model. Can be used to extract embeddings from an MSA. Enables SOTA inference of structure. Released withRao et al. 2021(ICML'21 version, June 2021). ESM-1vesm1v_t33_650M_UR90S_1()...esm1v_t33_650M_UR90...
Shorthandesm.pretrained.DatasetDescription ESM-1b esm1b_t33_650M_UR50S() UR50 SOTA general-purpose protein language model. Can be used to predict structure, function and other protein properties directly from individual sequences. Released with Rives et al. 2019 (Dec 2020 update). ESM-MSA-1...
ESM-MSA-1besm_msa1b_t12_100M_UR50S()UR50 + MSAMSA Transformer language model. Can be used to extract embeddings from an MSA. Enables SOTA inference of structure. Released withRao et al. 2021(ICML'21 version, June 2021). ESM-1vesm1v_t33_650M_UR90S_1()...esm1v_t33_650M_UR90...
ESM-MSA-1besm_msa1b_t12_100M_UR50S()UR50 + MSAMSA Transformer language model. Can be used to extract embeddings from an MSA. Enables SOTA inference of structure. Released withRao et al. 2021(ICML'21 version, June 2021). ESM-1vesm1v_t33_650M_UR90S_1()...esm1v_t33_650M_UR90...