sentence-transformers How to use AhmedZaky1/DIMI-embedding-matryoshka-arabic with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("AhmedZaky1/DIMI-embedding-matryoshka-arabic")
sentences = [
"هذا شخص سعيد",
"هذا كلب سعيد",
"هذا شخص سعيد جدا",
"اليوم هو يوم مشمس"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
