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JoBeer
/
german-semantic-base

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

Instructions to use JoBeer/german-semantic-base with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use JoBeer/german-semantic-base with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("JoBeer/german-semantic-base")
    
    sentences = [
        "Das ist eine glückliche Person",
        "Das ist ein glücklicher Hund",
        "Das ist eine sehr glückliche Person",
        "Heute ist ein sonniger Tag"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use JoBeer/german-semantic-base with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("JoBeer/german-semantic-base")
    model = AutoModel.from_pretrained("JoBeer/german-semantic-base")
  • Notebooks
  • Google Colab
  • Kaggle
german-semantic-base
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  • 1 contributor
History: 6 commits
JoBeer's picture
JoBeer
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  • tokenizer.json
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