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elastic
/
multilingual-e5-small-optimized

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

Instructions to use elastic/multilingual-e5-small-optimized with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use elastic/multilingual-e5-small-optimized with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("elastic/multilingual-e5-small-optimized")
    
    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
multilingual-e5-small-optimized
Ctrl+K
Ctrl+K
  • 2 contributors
History: 21 commits
SerenaChou's picture
SerenaChou
Update README.md
2c9ce0f verified over 1 year ago
  • 1_Pooling
    Adds SentenceTransformer requisite configs over 2 years ago
  • .gitattributes
    1.57 kB
    Initial model and configs over 2 years ago
  • README.md
    3.12 kB
    Update README.md over 1 year ago
  • config.json
    672 Bytes
    Initial model and configs over 2 years ago
  • pytorch_model.bin

    Detected Pickle imports (11)

    • "collections.OrderedDict",
    • "torch._utils._rebuild_parameter",
    • "torch._utils._rebuild_tensor_v2",
    • "torch.DoubleStorage",
    • "torch.per_tensor_affine",
    • "torch.FloatStorage",
    • "torch.per_channel_affine",
    • "torch._utils._rebuild_qtensor",
    • "torch.qint8",
    • "torch.QInt8Storage",
    • "torch.LongStorage"

    How to fix it?

    412 MB
    xet
    Initial model and configs over 2 years ago
  • sentence_bert_config.json
    57 Bytes
    Adds SentenceTransformer requisite configs over 2 years ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Initial model and configs over 2 years ago
  • special_tokens_map.json
    167 Bytes
    Initial model and configs over 2 years ago
  • tokenizer.json
    17.1 MB
    xet
    Initial model and configs over 2 years ago
  • tokenizer_config.json
    443 Bytes
    Initial model and configs over 2 years ago