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orca-zhang
/
multilingual-e5-small-int8

Feature Extraction
ONNX
sentence-transformers
multilingual
onnxruntime
bert
e5
int8
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use orca-zhang/multilingual-e5-small-int8 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use orca-zhang/multilingual-e5-small-int8 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("orca-zhang/multilingual-e5-small-int8")
    
    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-int8
140 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
orca-zhang's picture
orca-zhang
Publish immutable Manticore E5 INT8 bundle
0d5ddc3 verified about 2 months ago
  • .gitattributes
    1.57 kB
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • 384D-prefix-fidelity-report.json
    2.72 kB
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • PROVENANCE.json
    1.04 kB
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • README.md
    1.12 kB
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • SHA256SUMS
    761 Bytes
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • config.json
    658 Bytes
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • model.onnx
    118 MB
    xet
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • special_tokens_map.json
    167 Bytes
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • tokenizer.json
    17.1 MB
    xet
    Publish immutable Manticore E5 INT8 bundle about 2 months ago
  • tokenizer_config.json
    443 Bytes
    Publish immutable Manticore E5 INT8 bundle about 2 months ago