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dpshade22
/
e5-base-bible-50

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:70323
loss:CosineSimilarityLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use dpshade22/e5-base-bible-50 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use dpshade22/e5-base-bible-50 with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("dpshade22/e5-base-bible-50")
    
    sentences = [
        "Birth of Cainan | participants: cainan_534, enos_1193",
        "The mother of Sisera looked out at a window, and cried through the lattice, Why is his chariot so long in coming? why tarry the wheels of his chariots?",
        "Therefore, behold, the days come, that I will do judgment upon the graven images of Babylon: and her whole land shall be confounded, and all her slain shall fall in the midst of her.",
        "Which was the son of Mathusala, which was the son of Enoch, which was the son of Jared, which was the son of Maleleel, which was the son of Cainan,"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
e5-base-bible-50
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
dpshade22's picture
dpshade22
Upload e5-base-bible-50 embedding model
96e145f verified 4 months ago
  • 1_Pooling
    Upload e5-base-bible-50 embedding model 4 months ago
  • .gitattributes
    1.52 kB
    initial commit 4 months ago
  • README.md
    19.2 kB
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  • config.json
    612 Bytes
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  • config_sentence_transformers.json
    282 Bytes
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  • model.safetensors
    438 MB
    xet
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  • modules.json
    349 Bytes
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  • sentence_bert_config.json
    57 Bytes
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  • special_tokens_map.json
    695 Bytes
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  • tokenizer.json
    712 kB
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  • tokenizer_config.json
    1.22 kB
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  • vocab.txt
    232 kB
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