How to use Omartificial-Intelligence-Space/Arabic-labse-Matryoshka with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Omartificial-Intelligence-Space/Arabic-labse-Matryoshka") sentences = [ "ذكر متوازن بعناية يقف على قدم واحدة بالقرب من منطقة شاطئ المحيط النظيفة", "رجل يقدم عرضاً", "هناك رجل بالخارج قرب الشاطئ", "رجل يجلس على أريكه" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
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