Hugging Face's logo Hugging Face
  • Models
  • Datasets
  • Spaces
  • Buckets new
  • Docs
  • Enterprise
  • Pricing
    • Website
      • Tasks
      • HuggingChat
      • Collections
      • Languages
      • Organizations
    • Community
      • Blog
      • Posts
      • Daily Papers
      • Hardware
      • Learn
      • Discord
      • Forum
      • GitHub
    • Solutions
      • Team & Enterprise
      • Hugging Face PRO
      • Enterprise Support
      • Inference Providers
      • Inference Endpoints
      • Storage Buckets

  • Log In
  • Sign Up

spawnlau
/
embeddinggemma-2-text-vision-440m-compact

Feature Extraction
LiteRT-LM
multilingual
embedding
multimodal
text-image-retrieval
image-feature-extraction
on-device
android
gemma-gallery
Model card Files Files and versions
xet
Community

Instructions to use spawnlau/embeddinggemma-2-text-vision-440m-compact with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • LiteRT-LM

    How to use spawnlau/embeddinggemma-2-text-vision-440m-compact with LiteRT-LM:

    # LiteRT-LM runs on various platforms (Android, iOS, Windows, Linux, macOS, IoT, Web/WASM)
    # and supports many APIs (C++, Python, Kotlin, Swift, JavaScript, Flutter).
    # For platform-specific integration guides, please refer to the official developer website:
    # https://ai.google.dev/edge/litert-lm
    
    # To try LiteRT-LM, the easiest way is to use our CLI tool.
    # 1. Install the LiteRT-LM CLI tool:
    pip install -U litert-lm
    
    # 2. Download and run this model locally:
    # See: https://ai.google.dev/edge/litert-lm/cli
    # A single .litertlm file in the repo is picked automatically; otherwise the CLI asks which one to run
    # (or pass its name right after the repo id).
    litert-lm run \
      --from-huggingface-repo=spawnlau/embeddinggemma-2-text-vision-440m-compact \
      --prompt="Write me a poem"
  • Notebooks
  • Google Colab
  • Kaggle
embeddinggemma-2-text-vision-440m-compact
310 MB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 4 commits
spawnlau's picture
spawnlau
Cross-link Gemma Gallery source and model download documentation
69787b1 verified 1 day ago
  • reports
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago
  • scripts
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago
  • .gitattributes
    206 Bytes
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago
  • .gitignore
    60 Bytes
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago
  • LICENSE
    11.4 kB
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago
  • NOTICE
    1.61 kB
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago
  • README.md
    12.1 kB
    Cross-link Gemma Gallery source and model download documentation 1 day ago
  • SHA256SUMS
    1.71 kB
    Cross-link Gemma Gallery source and model download documentation 1 day ago
  • eg2-gallery-compact.litertlm
    310 MB
    xet
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago
  • model-manifest.json
    1.03 kB
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago
  • requirements-build.txt
    176 Bytes
    Release compact EmbeddingGemma 2 text-vision bundle with model card and reproducible build 1 day ago