Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

qinghuiwan
/
structural-isomorphism-v2-expanded

Sentence Similarity
sentence-transformers
Safetensors
Chinese
bert
structural-isomorphism
cross-domain
analogy
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use qinghuiwan/structural-isomorphism-v2-expanded with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use qinghuiwan/structural-isomorphism-v2-expanded with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("qinghuiwan/structural-isomorphism-v2-expanded")
    
    sentences = [
        "那是 個快樂的人",
        "那是 條快樂的狗",
        "那是 個非常幸福的人",
        "今天是晴天"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
structural-isomorphism-v2-expanded
410 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
qinghuiwan's picture
qinghuiwan
Update README with V2 expanded metrics, discovery pipeline results, and 19 A-level findings
3b5ff02 verified 3 months ago
  • 1_Pooling
    Upload folder using huggingface_hub 3 months ago
  • .gitattributes
    1.52 kB
    initial commit 3 months ago
  • README.md
    4.64 kB
    Update README with V2 expanded metrics, discovery pipeline results, and 19 A-level findings 3 months ago
  • config.json
    803 Bytes
    Upload folder using huggingface_hub 3 months ago
  • config_sentence_transformers.json
    277 Bytes
    Upload folder using huggingface_hub 3 months ago
  • model.safetensors
    409 MB
    xet
    Upload folder using huggingface_hub 3 months ago
  • modules.json
    229 Bytes
    Upload folder using huggingface_hub 3 months ago
  • sentence_bert_config.json
    57 Bytes
    Upload folder using huggingface_hub 3 months ago
  • special_tokens_map.json
    125 Bytes
    Upload folder using huggingface_hub 3 months ago
  • tokenizer.json
    439 kB
    Upload folder using huggingface_hub 3 months ago
  • tokenizer_config.json
    1.27 kB
    Upload folder using huggingface_hub 3 months ago
  • vocab.txt
    110 kB
    Upload folder using huggingface_hub 3 months ago