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ef-zulla
/
e5-multi-sml-torch

Sentence Similarity
sentence-transformers
PyTorch
bert
mteb
Sentence Transformers
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

Instructions to use ef-zulla/e5-multi-sml-torch with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use ef-zulla/e5-multi-sml-torch with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("ef-zulla/e5-multi-sml-torch")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Notebooks
  • Google Colab
  • Kaggle
e5-multi-sml-torch
493 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
ef-zulla's picture
ef-zulla
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7728903 over 2 years ago
  • 1_Pooling
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  • .gitattributes
    1.57 kB
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  • README.md
    160 kB
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  • added_tokens.json
    76 Bytes
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  • config.json
    723 Bytes
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  • config_sentence_transformers.json
    123 Bytes
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  • modules.json
    349 Bytes
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  • pytorch_model.bin

    Detected Pickle imports (3)

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

    What is a pickle import?

    471 MB
    xet
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  • sentence_bert_config.json
    53 Bytes
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  • sentencepiece.bpe.model
    5.07 MB
    xet
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  • special_tokens_map.json
    167 Bytes
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  • tokenizer.json
    17.1 MB
    xet
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  • tokenizer_config.json
    1.21 kB
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