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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
542 MB
Ctrl+K
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  • 2 contributors
History: 5 commits
hieule's picture
hieule
update Readme
a9467ef about 4 years ago
  • 1_Pooling
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  • eval
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  • .gitattributes
    1.18 kB
    initial commit about 4 years ago
  • README.md
    3.9 kB
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  • added_tokens.json
    17 Bytes
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  • bpe.codes
    1.14 MB
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  • config.json
    752 Bytes
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  • config_sentence_transformers.json
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  • modules.json
    229 Bytes
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  • pytorch_model.bin
    540 MB
    xet
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  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
    150 Bytes
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  • tokenizer_config.json
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  • vocab.txt
    895 kB
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