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

dwulff
/
mpnet-cocs

Sentence Similarity
sentence-transformers
Safetensors
mpnet
feature-extraction
Generated from Trainer
dataset_size:19985
loss:CosineSimilarityLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use dwulff/mpnet-cocs with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use dwulff/mpnet-cocs with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("dwulff/mpnet-cocs")
    
    sentences = [
        "A trigger of contamination OCD: own hands",
        "A trigger of contamination OCD: parking lot buttons",
        "A trigger of contamination OCD: touched by strangers",
        "A trigger of contamination OCD: using public toilets"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
mpnet-cocs
439 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
dwulff's picture
dwulff
Update README.md
aaf517c verified about 1 year ago
  • 1_Pooling
    Add new SentenceTransformer model about 1 year ago
  • .gitattributes
    1.52 kB
    initial commit about 1 year ago
  • README.md
    12.3 kB
    Update README.md about 1 year ago
  • config.json
    556 Bytes
    Add new SentenceTransformer model about 1 year ago
  • config_sentence_transformers.json
    204 Bytes
    Add new SentenceTransformer model about 1 year ago
  • model.safetensors
    438 MB
    xet
    Add new SentenceTransformer model about 1 year ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model about 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model about 1 year ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model about 1 year ago
  • tokenizer.json
    711 kB
    Add new SentenceTransformer model about 1 year ago
  • tokenizer_config.json
    1.62 kB
    Add new SentenceTransformer model about 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model about 1 year ago