Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing

  • Log In
  • Sign Up

charlesdedampierre
/
bunka-embedding

Sentence Similarity
sentence-transformers
PyTorch
Transformers
English
roberta
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community
1

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

  • Libraries
  • sentence-transformers

    How to use charlesdedampierre/bunka-embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("charlesdedampierre/bunka-embedding")
    
    sentences = [
        "That is a happy person",
        "That is a happy dog",
        "That is a very happy person",
        "Today is a sunny day"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Transformers

    How to use charlesdedampierre/bunka-embedding with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("charlesdedampierre/bunka-embedding")
    model = AutoModel.from_pretrained("charlesdedampierre/bunka-embedding")
  • Notebooks
  • Google Colab
  • Kaggle
bunka-embedding
332 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
charlesdedampierre's picture
charlesdedampierre
Update README.md
8dc2e18 over 2 years ago
  • 1_Pooling
    Add new SentenceTransformer model. over 2 years ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model. over 2 years ago
  • README.md
    3.76 kB
    Update README.md over 2 years ago
  • config.json
    671 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • config_sentence_transformers.json
    123 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • merges.txt
    456 kB
    Add new SentenceTransformer model. over 2 years ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • pytorch_model.bin

    Detected Pickle imports (3)

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

    What is a pickle import?

    329 MB
    xet
    Add new SentenceTransformer model. over 2 years ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • special_tokens_map.json
    280 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • tokenizer.json
    2.11 MB
    Add new SentenceTransformer model. over 2 years ago
  • tokenizer_config.json
    351 Bytes
    Add new SentenceTransformer model. over 2 years ago
  • vocab.json
    798 kB
    Add new SentenceTransformer model. over 2 years ago