sentence-transformers How to use laura2243/bert-sota with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("laura2243/bert-sota")
sentences = [
"The city is located in 1889 , along the Nehalem River and Nehalem Bay , near the Pacific Ocean .",
"Incorporated in 1889 , the city lies along the Pacific Ocean near the Nehalem River and Nehalem Bay .",
"Along the coast there are almost 2,000 islands , about three quarters of which are uninhabited .",
"The mammalian fauna of Madagascar is largely endemic and highly distinctive ."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
