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AmelieSchreiber
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esm2_t30_150M_ptm_qlora_2100K

PEFT
English
protein language model
ESM-2
Post Translational Modification
PTM
biology
Model card Files
xet
 Community
How to use from the
Use from the
PEFT library
from peft import PeftModel
from transformers import AutoModelForTokenClassification

base_model = AutoModelForTokenClassification.from_pretrained("facebook/esm2_t30_150M_UR50D")
model = PeftModel.from_pretrained(base_model, "AmelieSchreiber/esm2_t30_150M_ptm_qlora_2100K")

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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