MultiMolecule How to use multimolecule/utrbert-4mer with MultiMolecule:
pip install multimolecule
from multimolecule import AutoModel, AutoTokenizer
tokenizer = AutoTokenizer.from_pretrained("multimolecule/utrbert-4mer")
model = AutoModel.from_pretrained("multimolecule/utrbert-4mer")
inputs = tokenizer("UUUUUAAAAGGAGAUACCAAAUGCCUGCUGCUACCACCCUUUUCAAUUGCUAUGUUUUGAAAGGCACCAGUAUGUGUUUUAGAUUGAUUUAAAUGUUUCAUUUAAAUCACGGACAGUAGUUUCAGUUCUGAUGGUAUAAGCAAAACAAAUAAAACGUUUAUAAAAGUUGUAUCUUGAAACACUGGUGUUCAACAGCUAGCAGCUUAUGUGAUUCACCCCAUGCCACGUUAGUGUCACAAAUUUUAUGGUUUAUCUCCAGCAACAUUUCUCUAGUACUUGCACUUAUUAUCUGAAUUC", return_tensors="pt")
outputs = model(**inputs)
embeddings = outputs.last_hidden_state import multimolecule
from transformers import pipeline
predictor = pipeline("fill-mask", model="multimolecule/utrbert-4mer")
output = predictor("UUUUUAAAAGG<mask>GAUACCAAAUGCCUGCUGCUACCACCCUUUUCAAUUGCUAUGUUUUGAAAGGCACCAGUAUGUGUUUUAGAUUGAUUUAAAUGUUUCAUUUAAAUCACGGACAGUAGUUUCAGUUCUGAUGGUAUAAGCAAAACAAAUAAAACGUUUAUAAAAGUUGUAUCUUGAAACACUGGUGUUCAACAGCUAGCAGCUUAUGUGAUUCACCCCAUGCCACGUUAGUGUCACAAAUUUUAUGGUUUAUCUCCAGCAACAUUUCUCUAGUACUUGCACUUAUUAUCUGAAUUC") 
