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Salesforce
/
SFR-Embedding-Code-2B_R

Feature Extraction
sentence-transformers
Safetensors
Transformers
codexembed2b
code
retrieval
custom_code
Model card Files Files and versions
xet
Community
15

Instructions to use Salesforce/SFR-Embedding-Code-2B_R with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Salesforce/SFR-Embedding-Code-2B_R with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Salesforce/SFR-Embedding-Code-2B_R", trust_remote_code=True)
    
    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]
  • Transformers

    How to use Salesforce/SFR-Embedding-Code-2B_R with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="Salesforce/SFR-Embedding-Code-2B_R", trust_remote_code=True)
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("Salesforce/SFR-Embedding-Code-2B_R", trust_remote_code=True, dtype="auto")
  • Notebooks
  • Google Colab
  • Kaggle
SFR-Embedding-Code-2B_R
1.59 kB
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  • 2 contributors
History: 1 commit
yliu279's picture
yliu279
initial commit
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  • .gitattributes
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    initial commit over 1 year ago
  • README.md
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    xet
    initial commit over 1 year ago