Continued pre-training of ESM Cambrian on HLA-associated peptides, followed by fine-tuning on quantitative IC50 data, produces a pMHC-I binding predictor (ESMCBA) with median Spearman 0.62, exceeding current predictors.
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Continued domain-specific pre-training of protein language models for pMHC-I binding prediction
Continued pre-training of ESM Cambrian on HLA-associated peptides, followed by fine-tuning on quantitative IC50 data, produces a pMHC-I binding predictor (ESMCBA) with median Spearman 0.62, exceeding current predictors.