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uaritm
/
uk-ko-multilingual-embedder

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

Instructions to use uaritm/uk-ko-multilingual-embedder with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use uaritm/uk-ko-multilingual-embedder with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("uaritm/uk-ko-multilingual-embedder")
    
    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]
  • Transformers

    How to use uaritm/uk-ko-multilingual-embedder with Transformers:

    # Load model directly
    from transformers import AutoTokenizer, AutoModel
    
    tokenizer = AutoTokenizer.from_pretrained("uaritm/uk-ko-multilingual-embedder")
    model = AutoModel.from_pretrained("uaritm/uk-ko-multilingual-embedder")
  • Notebooks
  • Google Colab
  • Kaggle
uk-ko-multilingual-embedder / eval
23.8 kB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 1 commit
uaritm's picture
uaritm
Upload folder using huggingface_hub
d25d928 verified 10 months ago
  • mse_evaluation_talks-en-ko-dev.tsv.gz_results.csv
    2.54 kB
    Upload folder using huggingface_hub 10 months ago
  • mse_evaluation_talks-en-uk-dev.tsv.gz_results.csv
    2.53 kB
    Upload folder using huggingface_hub 10 months ago
  • similarity_evaluation_STS.en-en.txt_results.csv
    15 kB
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  • translation_evaluation_talks-en-ko-dev.tsv.gz_results.csv
    1.89 kB
    Upload folder using huggingface_hub 10 months ago
  • translation_evaluation_talks-en-uk-dev.tsv.gz_results.csv
    1.89 kB
    Upload folder using huggingface_hub 10 months ago