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KnightsAnalytics
/
all-MiniLM-L6-v2

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

Instructions to use KnightsAnalytics/all-MiniLM-L6-v2 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use KnightsAnalytics/all-MiniLM-L6-v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("KnightsAnalytics/all-MiniLM-L6-v2")
    
    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 KnightsAnalytics/all-MiniLM-L6-v2 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("KnightsAnalytics/all-MiniLM-L6-v2")
    model = AutoModel.from_pretrained("KnightsAnalytics/all-MiniLM-L6-v2")
  • Notebooks
  • Google Colab
  • Kaggle
all-MiniLM-L6-v2
Ctrl+K
Ctrl+K
  • 2 contributors
History: 4 commits
knight-stijn's picture
knight-stijn
Add README.md
89d6440 verified 8 days ago
  • .gitattributes
    1.52 kB
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  • README.md
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  • config.json
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  • data_config.json
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  • model.onnx
    90.4 MB
    xet
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  • modules.json
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  • special_tokens_map.json
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  • tokenizer.json
    466 kB
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  • tokenizer_config.json
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  • vocab.txt
    232 kB
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