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malteos
/
most-embed-de

Sentence Similarity
sentence-transformers
Safetensors
Transformers
German
English
ministral3
feature-extraction
retrieval
german
mteb
text
text-embeddings
semantic-search
rag
vllm
Model card Files Files and versions
xet
Community

Instructions to use malteos/most-embed-de with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use malteos/most-embed-de with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("malteos/most-embed-de")
    
    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 malteos/most-embed-de with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("malteos/most-embed-de")
    model = AutoModel.from_pretrained("malteos/most-embed-de", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
most-embed-de
2.3 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 9 commits
malteos's picture
malteos
Update README.md
6019323 verified 2 days ago
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  • LICENSE
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  • LICENSE-Apache-2.0
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  • LICENSE-OpenMDW-1.1
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  • NOTICE
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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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