AmelieSchreiber
/

esm2_t30_150M_ptm_qlora_2100K

protein language model

Post Translational Modification

Model card Files Files and versions

ESM-2 for Prediction Post Translational Modification Sites

Metrics

accuracy 0.9653
auc 0.88616
f1 0.1023
loss 0.36874
mcc 0.20445
precision 0.05461
recall 0.80664

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Collection including AmelieSchreiber/esm2_t30_150M_ptm_qlora_2100K

ESM-PTM: ESM-2 for Predicting PTM

This is a collection of LoRA and QLoRA finetuned ESM-2 models and datasets for predicting post translational modification sites on proteins. • 6 items • Updated Nov 2, 2023

Article mentioning AmelieSchreiber/esm2_t30_150M_ptm_qlora_2100K

QLoRA for ESM-2 and Post Translational Modification Site Prediction

AmelieSchreiber