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jonpark0
/
embeddinggemma-2-ko

Sentence Similarity
sentence-transformers
Safetensors
Korean
English
multilingual
embedding_gemma2
embedding
feature-extraction
multimodal-embedding
visual-document-retrieval
korean
retrieval
matryoshka
Model card Files Files and versions
xet
Community

Instructions to use jonpark0/embeddinggemma-2-ko with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • sentence-transformers

    How to use jonpark0/embeddinggemma-2-ko with sentence-transformers:

    from sentence_transformers import SentenceTransformer
    
    model = SentenceTransformer("jonpark0/embeddinggemma-2-ko")
    
    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]
  • Notebooks
  • Google Colab
  • Kaggle
embeddinggemma-2-ko
1.52 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 5 commits
jonpark0's picture
jonpark0
v0.3: add Korean document-image training (beta 0.1875)
ad57505 verified 3 days ago
  • 1_Pooling
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • 2_Normalize
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • .gitattributes
    1.57 kB
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • README.md
    20.7 kB
    v0.3: add Korean document-image training (beta 0.1875) 3 days ago
  • chat_template.jinja
    1.02 kB
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • config.json
    4.45 kB
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • config_sentence_transformers.json
    1.33 kB
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • model.safetensors
    1.49 GB
    xet
    v0.3: add Korean document-image training (beta 0.1875) 3 days ago
  • modules.json
    413 Bytes
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • processor_config.json
    1.79 kB
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • sentence_bert_config.json
    747 Bytes
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • tokenizer.json
    32.2 MB
    xet
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • tokenizer_config.json
    1.57 kB
    Add model weights and config (v0.1, alpha 0.25) 8 days ago
  • training_documents.csv
    10.9 kB
    v0.3: add Korean document-image training (beta 0.1875) 3 days ago