sentence-transformers How to use laura2243/deberta-sota with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("laura2243/deberta-sota")
sentences = [
"The Sadrist movement left the Alliance before the elections in December 2005 , which also brought the Iraqi National Congress more firmly to the Alliance .",
"The Iraqi National Congress left the Alliance before the December 2005 elections , which also brought the Sadrist movement more to the Alliance .",
"He pioneered important developments in the style of sculpting in wood , parallel to those driven by Filippo Parodi in marble sculpture and Domenico Piola in painting .",
"The Mine South Deep is a large mine in the northern part of Gauteng in South Africa ."
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
