Sentence Similarity
sentence-transformers
Safetensors
Arabic
bert
feature-extraction
Generated from Trainer
dataset_size:75000
loss:MatryoshkaLoss
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Instructions to use akhooli/Arabic-SBERT-100K with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- sentence-transformers
How to use akhooli/Arabic-SBERT-100K with sentence-transformers:
from sentence_transformers import SentenceTransformer model = SentenceTransformer("akhooli/Arabic-SBERT-100K") 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] - Inference
- Notebooks
- Google Colab
- Kaggle
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