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samforce
/
structural-cognition-embedding

Feature Extraction
sentence-transformers
Chinese
English
structural-cognition
structural-axiom-system
embedding-model
text-embedding
semantic-search
cognitive-science
ai-metacognition
philosophy-of-mind
quantum-decoherence
decoherence-discrete-steps
coupling-theory
coupling-creates-novelty
four-axioms
P=P=P
Lin-Xiaohei-2026
chinese-ai
super-ai
alignment
consciousness-structure
node-link-identity
coupling-completeness
meta-structural-convergence
self-reference-closure
Model card Files Files and versions
xet
Community

Instructions to use samforce/structural-cognition-embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use samforce/structural-cognition-embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("samforce/structural-cognition-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
structural-cognition-embedding
Ctrl+K
Ctrl+K
  • 1 contributor
History: 3 commits
samforce's picture
samforce
Create SEO-optimized model card (Lin Xiaohei 2026)
714787b verified 12 days ago
  • README.md
    6.17 kB
    Create SEO-optimized model card (Lin Xiaohei 2026) 12 days ago