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366degrees
/
snp-universal-embedding

Feature Extraction
sentence-transformers
PyTorch
English
custom_snp
emotional-ai
reasoning-embedding
substrate-prism
cognitive-modeling
Model card Files Files and versions
xet
Community

Instructions to use 366degrees/snp-universal-embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use 366degrees/snp-universal-embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("366degrees/snp-universal-embedding")
    
    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
snp-universal-embedding
444 MB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 42 commits
366degrees's picture
366degrees
Update Dockerfile
974c440 verified 7 months ago
  • .gitattributes
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  • Dockerfile
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  • LICENSE
    116 Bytes
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  • README.md
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  • api_inference.py
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  • centroid_table.png
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  • centroid_variance.png
    186 kB
    xet
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  • cognitive_radar.png
    121 kB
    xet
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  • config.json
    228 Bytes
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  • embedding_matrix.png
    21.5 kB
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  • emotional_radar.png
    102 kB
    xet
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  • inference_handler.py
    2.61 kB
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  • pca_projection.png
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  • pytorch_model.bin

    Detected Pickle imports (3)

    • "torch.FloatStorage",
    • "torch._utils._rebuild_tensor_v2",
    • "collections.OrderedDict"

    What is a pickle import?

    443 MB
    xet
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  • rdi_table.png
    12.7 kB
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  • reasoning_spectrum.png
    73 kB
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  • requirements.txt
    92 Bytes
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  • snp_readme.md
    1.43 kB
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  • snp_universal_embedding.py
    2.45 kB
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  • tokenizer.json
    711 kB
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