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Dingyun-Huang
/
oe-sbert-embedding

Sentence Similarity
sentence-transformers
Safetensors
Transformers
English
bert
feature-extraction
optoelectronics
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use Dingyun-Huang/oe-sbert-embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use Dingyun-Huang/oe-sbert-embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("Dingyun-Huang/oe-sbert-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 Dingyun-Huang/oe-sbert-embedding with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("Dingyun-Huang/oe-sbert-embedding")
    model = AutoModel.from_pretrained("Dingyun-Huang/oe-sbert-embedding")
  • Notebooks
  • Google Colab
  • Kaggle
oe-sbert-embedding
439 MB
Ctrl+K
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  • 1 contributor
History: 3 commits
Dingyun-Huang's picture
Dingyun-Huang
Update README.md
ca4c85f verified 10 months ago
  • 1_Pooling
    Add new SentenceTransformer model. over 1 year ago
  • .gitattributes
    1.52 kB
    initial commit over 1 year ago
  • README.md
    4.68 kB
    Update README.md 10 months ago
  • config.json
    658 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • config_sentence_transformers.json
    170 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • model.safetensors
    438 MB
    xet
    Add new SentenceTransformer model. over 1 year ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • sentence_bert_config.json
    53 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • special_tokens_map.json
    125 Bytes
    Add new SentenceTransformer model. over 1 year ago
  • tokenizer.json
    711 kB
    Add new SentenceTransformer model. over 1 year ago
  • tokenizer_config.json
    1.19 kB
    Add new SentenceTransformer model. over 1 year ago
  • vocab.txt
    232 kB
    Add new SentenceTransformer model. over 1 year ago