sentence-transformers How to use MossaabDev/quran_embed_V2 with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("MossaabDev/quran_embed_V2")
sentences = [
"I saw someone killing a cat in the street, I felt helpless and sad",
"There is no god ?worthy of worship? except You. Glory be to You! I have certainly done wrong.",
"who say, when struck by a disaster, Surely to Allah we belong and to Him we will ?all? return. ",
"And never think that Allah is unaware of what the wrongdoers do. He only delays them for a Day when eyes will stare [in horror]"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
