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ThakiCloud
/
eg2-tiny-query-commerce-ko

Feature Extraction
Transformers
Safetensors
Korean
English
embeddings
text-to-image-retrieval
product-search
query-encoder
distillation
int8
embeddinggemma-2
research-release
Model card Files Files and versions
xet
Community

Instructions to use ThakiCloud/eg2-tiny-query-commerce-ko with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • Transformers

    How to use ThakiCloud/eg2-tiny-query-commerce-ko with Transformers:

    # Use a pipeline as a high-level helper
    from transformers import pipeline
    
    pipe = pipeline("feature-extraction", model="ThakiCloud/eg2-tiny-query-commerce-ko")
    # pip install -U transformers accelerate
    # Load model directly
    from transformers import AutoModel
    model = AutoModel.from_pretrained("ThakiCloud/eg2-tiny-query-commerce-ko", device_map="auto")
  • Notebooks
  • Google Colab
  • Kaggle
eg2-tiny-query-commerce-ko
33 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 7 commits
thaki-AI's picture
thaki-AI
Add 2026-10-20 audio/video scope check to card
7fd52ad verified 3 days ago
  • en
    Release Commerce Korean/English query encoders for EmbeddingGemma 2 product-image indexes 4 days ago
  • ko
    K4: Korean encoder update (descriptive and product-name search improved on dev sets); K3 kept as tag k3 4 days ago
  • .gitattributes
    1.52 kB
    initial commit 4 days ago
  • LICENSE
    1.17 kB
    Release Commerce Korean/English query encoders for EmbeddingGemma 2 product-image indexes 4 days ago
  • MODEL_CARD.ko.md
    17.2 kB
    Add 2026-10-20 audio/video scope check to card 3 days ago
  • README.md
    17 kB
    Add 2026-10-20 audio/video scope check to card 3 days ago
  • commerce_query.py
    5.36 kB
    K4: Korean encoder update (descriptive and product-name search improved on dev sets); K3 kept as tag k3 4 days ago
  • example_search.py
    4.79 kB
    Release Commerce Korean/English query encoders for EmbeddingGemma 2 product-image indexes 4 days ago
  • tokenizer.json
    2.22 MB
    Release Commerce Korean/English query encoders for EmbeddingGemma 2 product-image indexes 4 days ago
  • tokenizer_config.json
    37 Bytes
    Release Commerce Korean/English query encoders for EmbeddingGemma 2 product-image indexes 4 days ago