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evum
/
lab-marker-e5-small

Feature Extraction
Transformers.js
ONNX
sentence-transformers
bert
medical
on-device
text-embeddings-inference
Model card Files Files and versions
xet
Community

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

  • Libraries
  • Transformers.js

    How to use evum/lab-marker-e5-small with Transformers.js:

    // npm i @huggingface/transformers
    import { pipeline } from '@huggingface/transformers';
    
    // Allocate pipeline
    const pipe = await pipeline('feature-extraction', 'evum/lab-marker-e5-small');
  • sentence-transformers

    How to use evum/lab-marker-e5-small with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("evum/lab-marker-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
lab-marker-e5-small / onnx
Ctrl+K
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  • 1 contributor
History: 2 commits
fynnfluegge's picture
fynnfluegge
Upload folder using huggingface_hub
9daa313 verified 16 days ago
  • config.json
    664 Bytes
    Upload folder using huggingface_hub 20 days ago
  • model.onnx
    470 MB
    xet
    Upload folder using huggingface_hub 16 days ago
  • model_quantized.onnx
    118 MB
    xet
    Upload folder using huggingface_hub 16 days ago
  • ort_config.json
    763 Bytes
    Upload folder using huggingface_hub 20 days ago