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Praise2112
/
siren-screening-biencoder

Sentence Similarity
sentence-transformers
Safetensors
Transformers
English
modernbert
feature-extraction
biomedical
systematic-review
relevance-screening
information-retrieval
pubmed
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Praise2112/siren-screening-biencoder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Praise2112/siren-screening-biencoder with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Praise2112/siren-screening-biencoder")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use Praise2112/siren-screening-biencoder with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("Praise2112/siren-screening-biencoder")
    model = AutoModel.from_pretrained("Praise2112/siren-screening-biencoder")
  • Notebooks
  • Google Colab
  • Kaggle
siren-screening-biencoder
302 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
Praise2112's picture
Praise2112
Upload biencoder model
7538324 verified 2 months ago
  • 1_Pooling
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  • .gitattributes
    1.52 kB
    initial commit 2 months ago
  • README.md
    6.5 kB
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  • config.json
    1.21 kB
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  • config_sentence_transformers.json
    283 Bytes
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  • mergekit_config.yml
    451 Bytes
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  • model.safetensors
    298 MB
    xet
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  • modules.json
    229 Bytes
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  • sentence_bert_config.json
    57 Bytes
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  • special_tokens_map.json
    694 Bytes
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  • tokenizer.json
    3.58 MB
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  • tokenizer_config.json
    20.9 kB
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