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masterofaudio2077
/
Fada_ar_embedding

Sentence Similarity
sentence-transformers
Safetensors
Arabic
bert
feature-extraction
arabic
embeddings
matryoshka
knowledge-distillation
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use masterofaudio2077/Fada_ar_embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use masterofaudio2077/Fada_ar_embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("masterofaudio2077/Fada_ar_embedding")
    
    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
Fada_ar_embedding
662 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
masterofaudio2077's picture
masterofaudio2077
FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B
7c0556b verified 2 days ago
  • 1_Pooling
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • assets
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • .gitattributes
    1.64 kB
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • README.md
    12.6 kB
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • config.json
    904 Bytes
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • config_sentence_transformers.json
    284 Bytes
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • model.safetensors
    651 MB
    xet
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • modules.json
    277 Bytes
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • sentence_bert_config.json
    241 Bytes
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • tokenizer.json
    2.76 MB
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago
  • tokenizer_config.json
    593 Bytes
    FADA: ARBERTv2 contrastive fine-tune + distillation from Qwen/Qwen3-Embedding-8B 2 days ago