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sorryhyun
/
sentence-embedding-klue-large

Sentence Similarity
sentence-transformers
Safetensors
Transformers
Korean
roberta
feature-extraction
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use sorryhyun/sentence-embedding-klue-large with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use sorryhyun/sentence-embedding-klue-large with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("sorryhyun/sentence-embedding-klue-large")
    
    sentences = [
        "The weather is lovely today.",
        "It's so sunny outside!",
        "He drove to the stadium."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [3, 3]
  • Transformers

    How to use sorryhyun/sentence-embedding-klue-large with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("sorryhyun/sentence-embedding-klue-large")
    model = AutoModel.from_pretrained("sorryhyun/sentence-embedding-klue-large", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
sentence-embedding-klue-large
1.35 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 11 commits
sorryhyun's picture
sorryhyun
Update README.md
3c2324d verified over 1 year ago
  • 1_Pooling
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  • eval
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  • .gitattributes
    1.52 kB
    initial commit over 2 years ago
  • README.md
    3.93 kB
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  • config.json
    746 Bytes
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  • config_sentence_transformers.json
    171 Bytes
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  • model.safetensors
    1.35 GB
    xet
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  • modules.json
    229 Bytes
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  • sentence_bert_config.json
    52 Bytes
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  • special_tokens_map.json
    971 Bytes
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  • tokenizer.json
    752 kB
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  • tokenizer_config.json
    1.28 kB
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  • vocab.txt
    248 kB
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