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Marqo
/
multilingual-e5-small

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

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

  • Libraries
  • sentence-transformers

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

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Marqo/multilingual-e5-small")
    
    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
1.46 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 3 commits
David Jung
update README.md
4120727 over 1 year ago
  • 1_Pooling
    initial commit over 1 year ago
  • onnx
    initial commit over 1 year ago
  • .gitattributes
    1.57 kB
    initial commit over 1 year ago
  • README.md
    498 kB
    update README.md over 1 year ago
  • config.json
    655 Bytes
    initial commit over 1 year ago
  • model.safetensors
    471 MB
    xet
    initial commit over 1 year ago
  • modules.json
    387 Bytes
    initial commit over 1 year ago
  • pytorch_model.bin

    Detected Pickle imports (4)

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

    What is a pickle import?

    471 MB
    xet
    initial commit over 1 year ago
  • sentence_bert_config.json
    57 Bytes
    initial commit over 1 year ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    initial commit over 1 year ago
  • special_tokens_map.json
    167 Bytes
    initial commit over 1 year ago
  • tokenizer.json
    17.1 MB
    xet
    initial commit over 1 year ago
  • tokenizer_config.json
    443 Bytes
    initial commit over 1 year ago