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dmis-lab
/
UltraBERT-Embed-150M

Sentence Similarity
sentence-transformers
Safetensors
English
ultrabert
feature-extraction
mteb
long-context
custom_code
Eval Results (legacy)
Model card Files Files and versions
xet
Community

Instructions to use dmis-lab/UltraBERT-Embed-150M with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use dmis-lab/UltraBERT-Embed-150M with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("dmis-lab/UltraBERT-Embed-150M", trust_remote_code=True)
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
UltraBERT-Embed-150M
608 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 6 commits
dmis-lab's picture
dmis-lab
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  • .gitattributes
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  • README.md
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  • config.json
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  • config_sentence_transformers.json
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  • configuration_ultrabert.py
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  • model.safetensors
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  • modeling_ultrabert.py
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  • modules.json
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  • sentence_bert_config.json
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  • tokenizer.json
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  • tokenizer_config.json
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