sentence-transformers How to use bnoland/mpnet-base-clinc-subset with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("bnoland/mpnet-base-clinc-subset")
sentences = [
"what am i supposed to do if i lost my luggage",
"do i need a visa if i go there",
"why did you freeze my bank account",
"tell my bank that i'm travelling to france in 2 days"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4]