How to use scroobiustrip/mpnet-direction-finetuned-v2 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("scroobiustrip/mpnet-direction-finetuned-v2") sentences = [ "send money online to new zealand from san marino", "how to send money from romania to uae", "send money online to san marino from new zealand", "send money internationally to new zealand from san marino" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
