How to use omarelshehy/arabic-english-sts-matryoshka-v2.0 with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("omarelshehy/arabic-english-sts-matryoshka-v2.0") sentences = [ "هذا شخص سعيد", "هذا كلب سعيد", "هذا شخص سعيد جدا", "اليوم هو يوم مشمس" ] embeddings = model.encode(sentences) similarities = model.similarity(embeddings, embeddings) print(similarities.shape) # [4, 4]
please add sentencepiece.bpe.model file
added. is not working without it ?
It's working but i want to quantize the model to GGUF format and llama.cpp requires sentencepiece.bpe.model file
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