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]
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