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keepitreal
/
vietnamese-sbert

Sentence Similarity
sentence-transformers
PyTorch
Transformers
roberta
feature-extraction
vietnamese
Model card Files Files and versions
xet
Community
9

Instructions to use keepitreal/vietnamese-sbert with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use keepitreal/vietnamese-sbert with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("keepitreal/vietnamese-sbert")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use keepitreal/vietnamese-sbert with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("keepitreal/vietnamese-sbert")
    model = AutoModel.from_pretrained("keepitreal/vietnamese-sbert")
  • Inference
  • Notebooks
  • Google Colab
  • Kaggle
vietnamese-sbert / eval
Ctrl+K
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  • 2 contributors
History: 1 commit
hieule's picture
hieule
Push model
ee9b6bd about 4 years ago
  • similarity_evaluation_results.csv
    767 Bytes
    Push model about 4 years ago