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LoveJesus
/
topical-passage-classifier-chirho

Feature Extraction
sentence-transformers
Safetensors
English
bert
sentence-similarity
bible
scripture
topical-search
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use LoveJesus/topical-passage-classifier-chirho with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use LoveJesus/topical-passage-classifier-chirho with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("LoveJesus/topical-passage-classifier-chirho")
    
    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
topical-passage-classifier-chirho / eval
2.03 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
LoveJesus's picture
LoveJesus
Upgrade to MiniLM-L12-v2: NDCG@10 0.1831 (+9.3% over L6)
258fc23 verified 6 months ago
  • Information-Retrieval_evaluation_val-topical-chirho_results.csv
    2.03 kB
    Upgrade to MiniLM-L12-v2: NDCG@10 0.1831 (+9.3% over L6) 6 months ago