Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

prithivida
/
miniDense_arabic_v1

Sentence Similarity
Transformers
PyTorch
ONNX
sentence-transformers
Arabic
bert
feature-extraction
miniDense
passage-retrieval
knowledge-distillation
middle-training
text-embeddings-inference
Model card Files Files and versions
xet

Instructions to use prithivida/miniDense_arabic_v1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use prithivida/miniDense_arabic_v1 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("prithivida/miniDense_arabic_v1")
    model = AutoModel.from_pretrained("prithivida/miniDense_arabic_v1")
  • sentence-transformers

    How to use prithivida/miniDense_arabic_v1 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("prithivida/miniDense_arabic_v1")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
miniDense_arabic_v1
734 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
prithivida's picture
prithivida
Update README.md
3e58fbe verified almost 2 years ago
  • .gitattributes
    1.52 kB
    initial commit almost 2 years ago
  • README.md
    8.33 kB
    Update README.md almost 2 years ago
  • ar_intro.png
    172 kB
    Upload 5 files almost 2 years ago
  • ar_metrics_1.png
    116 kB
    Upload 2 files almost 2 years ago
  • ar_metrics_2.png
    206 kB
    Upload 2 files almost 2 years ago
  • ar_terms.png
    199 kB
    Upload 5 files almost 2 years ago
  • logo.png
    31.3 kB
    Upload 5 files almost 2 years ago