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josangho99
/
ko-multilingual-e5-small-multiTask

Sentence Similarity
sentence-transformers
Safetensors
bert
feature-extraction
dense
Generated from Trainer
dataset_size:574389
loss:MultipleNegativesRankingLoss
loss:CosineSimilarityLoss
Eval Results (legacy)
text-embeddings-inference
Model card Files Files and versions
xet
Community

Instructions to use josangho99/ko-multilingual-e5-small-multiTask with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use josangho99/ko-multilingual-e5-small-multiTask with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("josangho99/ko-multilingual-e5-small-multiTask")
    
    sentences = [
        "전 나치 죽음의 수용소 경비원 뎀잔주크 91세 사망",
        "나치 사형수 수용소 경비원으로 유죄 판결을 받은 존 뎀잔죽 은 91세의 나이로 사망한다",
        "2040년까지 은퇴자들은 인구의 3분의 1을 차지할 것이며, 이는 오늘의 5분의 1에서 증가할 것이다.",
        "이집트에서 살해된 스카이 뉴스 카메라맨"
    ]
    embeddings = model.encode(sentences)
    
    similarities = model.similarity(embeddings, embeddings)
    print(similarities.shape)
    # [4, 4]
  • Notebooks
  • Google Colab
  • Kaggle
ko-multilingual-e5-small-multiTask
493 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 2 commits
josangho99's picture
josangho99
Add new SentenceTransformer model
487c0ab verified 11 months ago
  • 1_Pooling
    Add new SentenceTransformer model 11 months ago
  • .gitattributes
    1.57 kB
    Add new SentenceTransformer model 11 months ago
  • README.md
    18.3 kB
    Add new SentenceTransformer model 11 months ago
  • config.json
    622 Bytes
    Add new SentenceTransformer model 11 months ago
  • config_sentence_transformers.json
    283 Bytes
    Add new SentenceTransformer model 11 months ago
  • model.safetensors
    471 MB
    xet
    Add new SentenceTransformer model 11 months ago
  • modules.json
    229 Bytes
    Add new SentenceTransformer model 11 months ago
  • sentence_bert_config.json
    57 Bytes
    Add new SentenceTransformer model 11 months ago
  • sentencepiece.bpe.model
    5.07 MB
    xet
    Add new SentenceTransformer model 11 months ago
  • special_tokens_map.json
    965 Bytes
    Add new SentenceTransformer model 11 months ago
  • tokenizer.json
    17.1 MB
    xet
    Add new SentenceTransformer model 11 months ago
  • tokenizer_config.json
    1.39 kB
    Add new SentenceTransformer model 11 months ago