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s1nju
/
darija-embedding-model

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:1259
loss:CosineSimilarityLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use s1nju/darija-embedding-model with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use s1nju/darija-embedding-model with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("s1nju/darija-embedding-model")
    
    sentences = [
        "الخبز تاع الشوفان صحي بزاف ومفيد للقلب.",
        "التعليم ماشي غير هدرة، هو رسالة وبناء اجيال.",
        "خصني دوش سخون يريحلي راسي.",
        "كي تاكل خبز شوفان مع العسل تحس بالطاقة."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
darija-embedding-model
543 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
s1nju's picture
s1nju
Add new SentenceTransformer model.
ecd8245 verified 3 months ago
  • 1_Pooling
    Add new SentenceTransformer model. 3 months ago
  • .gitattributes
    1.52 kB
    initial commit 3 months ago
  • README.md
    11.8 kB
    Add new SentenceTransformer model. 3 months ago
  • config.json
    710 Bytes
    Add new SentenceTransformer model. 3 months ago
  • config_sentence_transformers.json
    281 Bytes
    Add new SentenceTransformer model. 3 months ago
  • model.safetensors
    541 MB
    xet
    Add new SentenceTransformer model. 3 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. 3 months ago
  • sentence_bert_config.json
    56 Bytes
    Add new SentenceTransformer model. 3 months ago
  • tokenizer.json
    1.78 MB
    Add new SentenceTransformer model. 3 months ago
  • tokenizer_config.json
    720 Bytes
    Add new SentenceTransformer model. 3 months ago