sentence-transformers How to use AhmedZaky1/DIMI-embedding-sts-matryoshka with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("AhmedZaky1/DIMI-embedding-sts-matryoshka")
sentences = [
"أنتِ مسيحية",
"شخص يقطع بطاطا",
"أي نظام لا يعمل لنا؟ | So which system isn't working for us?",
"لذا أنت لست مسيحياً"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
