sentence-transformers How to use omarelshehy/Arabic-STS-Matryoshka with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("omarelshehy/Arabic-STS-Matryoshka")
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] 
