How to use Abdalrahmankamel/matryoshka-arabert with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("Abdalrahmankamel/matryoshka-arabert", trust_remote_code=True) sentences = [ "الطفل يلعب في الحديقة", "ولد صغير يلهو في البستان", "السيارة تسير في الشارع", "الأطفال يمرحون في الخارج" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
https://huggingface.co/Abdalrahmankamel/matryoshka-arabert/resolve/main/tokenizer.json
hf download hf://Abdalrahmankamel/matryoshka-arabert/tokenizer.json
curl -L -o tokenizer.json https://huggingface.co/Abdalrahmankamel/matryoshka-arabert/resolve/main/tokenizer.json
