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hwjello
/
artwork_embedding

Sentence Similarity
sentence-transformers
Safetensors
xlm-roberta
feature-extraction
dense
Generated from Trainer
dataset_size:56358
loss:MultipleNegativesRankingLoss
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use hwjello/artwork_embedding with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use hwjello/artwork_embedding with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("hwjello/artwork_embedding")
    
    sentences = [
        "'신영복' 작가의 '설악일우'의 제작년도",
        "'원성원' 작가의 '드림룸-배경'은(는) 2004/2017에 제작되었습니다.",
        "'신영복' 작가의 '설악일우'은(는) 1989에 제작되었습니다.",
        "'강용운' 작가의 '비(秘)'의 부문은 회화 II입니다."
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
artwork_embedding
2.29 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
hwjello's picture
hwjello
Add new SentenceTransformer model
863c187 verified 10 months ago
  • 1_Pooling
    Add new SentenceTransformer model 10 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 10 months ago
  • README.md
    19.8 kB
    Add new SentenceTransformer model 10 months ago
  • config.json
    664 Bytes
    Add new SentenceTransformer model 10 months ago
  • config_sentence_transformers.json
    295 Bytes
    Add new SentenceTransformer model 10 months ago
  • model.safetensors
    2.27 GB
    xet
    Add new SentenceTransformer model 10 months ago
  • modules.json
    349 Bytes
    Add new SentenceTransformer model 10 months ago
  • sentence_bert_config.json
    58 Bytes
    Add new SentenceTransformer model 10 months ago
  • special_tokens_map.json
    964 Bytes
    Add new SentenceTransformer model 10 months ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model 10 months ago
  • tokenizer_config.json
    1.2 kB
    Add new SentenceTransformer model 10 months ago