sentence-transformers 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] 
