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embedingHF
/
Sentence_Transformer

Sentence Similarity
sentence-transformers
Safetensors
Transformers
English
bert
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • sentence-transformers

    How to use embedingHF/Sentence_Transformer with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("embedingHF/Sentence_Transformer")
    
    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 embedingHF/Sentence_Transformer with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("embedingHF/Sentence_Transformer")
    model = AutoModel.from_pretrained("embedingHF/Sentence_Transformer")
  • Notebooks
  • Google Colab
  • Kaggle
Sentence_Transformer
91.6 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 7 commits
embedingHF's picture
embedingHF
Update README.md
9f39f04 verified 14 days ago
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  • .gitattributes
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  • README.md
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  • config.json
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  • config_sentence_transformers.json
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  • model.safetensors
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  • modules.json
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  • sentence_bert_config.json
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  • tokenizer.json
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  • tokenizer_config.json
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