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DataikuNLP
/
paraphrase-MiniLM-L6-v2

Sentence Similarity
sentence-transformers
PyTorch
Transformers
bert
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

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

  • Libraries
  • sentence-transformers

    How to use DataikuNLP/paraphrase-MiniLM-L6-v2 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("DataikuNLP/paraphrase-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 DataikuNLP/paraphrase-MiniLM-L6-v2 with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("DataikuNLP/paraphrase-MiniLM-L6-v2")
    model = AutoModel.from_pretrained("DataikuNLP/paraphrase-MiniLM-L6-v2")
  • Notebooks
  • Google Colab
  • Kaggle
paraphrase-MiniLM-L6-v2
91.6 MB
Ctrl+K
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  • 2 contributors
History: 3 commits
Dataiku
update commit id
134896f over 4 years ago
  • 1_Pooling
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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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  • modules.json
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  • pytorch_model.bin

    Detected Pickle imports (4)

    • "collections.OrderedDict",
    • "torch.FloatStorage",
    • "torch.LongStorage",
    • "torch._utils._rebuild_tensor_v2"

    What is a pickle import?

    90.9 MB
    xet
    copy of original repo over 4 years ago
  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
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  • tokenizer.json
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  • tokenizer_config.json
    314 Bytes
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  • vocab.txt
    232 kB
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