How to use scroobiustrip/mpnet-direction-finetuned with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("scroobiustrip/mpnet-direction-finetuned") sentences = [ "send money from south africa to belgium", "money transfer to estonia from slovenia", "transfer money online from belgium to south africa", "send money abroad to belgium from south africa" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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