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hyunkookim
/
klue-roberta-base-klue-sts

Sentence Similarity
sentence-transformers
Safetensors
roberta
feature-extraction
Generated from Trainer
dataset_size:10501
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use hyunkookim/klue-roberta-base-klue-sts with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use hyunkookim/klue-roberta-base-klue-sts with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("hyunkookim/klue-roberta-base-klue-sts")
    
    sentences = [
        "기업은 생존 문제에 직면하고, 자영업자와 소상공인의 고통은 이루 말할 수 없을 정도입니다.",
        "자유무역은 기업이 서로를 신뢰하고, 미래의 불확실성을 낮추는 안전장치입니다.",
        "국가 임상연구 승인, 시행기관 지정, 장기 추적조사 등 안전관리체계를 구축하고 치료 개발 및 임상연구 수행을 위한 RD 투자를 확대합니다.",
        "중심가와 거리가 조금 먼 점 빼고는 정말 모든게 너무 좋았던 숙소입니다!"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
klue-roberta-base-klue-sts
444 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
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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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  • model.safetensors
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    xet
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  • modules.json
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  • sentence_bert_config.json
    53 Bytes
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  • special_tokens_map.json
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  • tokenizer.json
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  • tokenizer_config.json
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  • vocab.txt
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