How to use RamzyBakir/arabic-gte-multilingual-embed-medium with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("RamzyBakir/arabic-gte-multilingual-embed-medium", trust_remote_code=True) sentences = [ "So our minds are filling in those other 275 words.", "لذا فإن عقولنا تكون مشغولة وممتلئة ب 275 كلمة كتلك.", "هل يمكنك الحمل قبل يوم واحد من الإباضة؟", "وهذه المقاطع تكوّن كلمات ." ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
