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

Duplicated from  unsloth/embeddinggemma-2-GGUF

Fastiraz
/
embeddinggemma-2-GGUF

Feature Extraction
GGUF
multilingual
embedding
multimodal-embedding
multimodal
vision
audio
video
image-feature-extraction
audio-feature-extraction
video-feature-extraction
sentence-similarity
unsloth
conversational
Model card Files Files and versions
xet
Community

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

  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps Settings
  • llama.cpp

    How to use Fastiraz/embeddinggemma-2-GGUF with llama.cpp:

    Install (macOS, Linux)
    curl -LsSf https://llama.app/install.sh | sh
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    # Run inference directly in the terminal:
    llama cli -hf Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    # Run inference directly in the terminal:
    llama cli -hf Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    Use pre-built binary
    # Download pre-built binary from:
    # https://github.com/ggerganov/llama.cpp/releases
    # Start a local OpenAI-compatible server with a web UI:
    ./llama-server -hf Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    # Run inference directly in the terminal:
    ./llama-cli -hf Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    Build from source code
    git clone https://github.com/ggerganov/llama.cpp.git
    cd llama.cpp
    cmake -B build
    cmake --build build -j --target llama-server llama-cli
    # Start a local OpenAI-compatible server with a web UI:
    ./build/bin/llama-server -hf Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    Use Docker
    docker model run hf.co/Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
  • LM Studio
  • Jan
  • Ollama

    How to use Fastiraz/embeddinggemma-2-GGUF with Ollama:

    ollama run hf.co/Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
  • Unsloth Desktop
  • Docker Model Runner

    How to use Fastiraz/embeddinggemma-2-GGUF with Docker Model Runner:

    docker model run hf.co/Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
  • Lemonade

    How to use Fastiraz/embeddinggemma-2-GGUF with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull Fastiraz/embeddinggemma-2-GGUF:UD-Q4_K_XL
    Run and chat with the model
    lemonade run user.embeddinggemma-2-GGUF-UD-Q4_K_XL
    List all available models
    lemonade list
  • Atomic Chat
embeddinggemma-2-GGUF
4.58 GB
Ctrl+K
Ctrl+K
  • 2 contributors
History: 1 commit
Fastiraz's picture
Fastiraz
danielhanchen's picture
danielhanchen
Duplicate from unsloth/embeddinggemma-2-GGUF
a6d5408 3 days ago
  • .gitattributes
    2.27 kB
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • README.md
    22.7 kB
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • embeddinggemma-2-BF16.gguf
    558 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • embeddinggemma-2-F16.gguf
    558 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • embeddinggemma-2-Q8_0.gguf
    310 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • embeddinggemma-2-UD-Q4_K_XL.gguf
    176 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • embeddinggemma-2-UD-Q5_K_XL.gguf
    210 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • embeddinggemma-2-UD-Q6_K_XL.gguf
    249 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • mmproj-BF16.gguf
    982 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • mmproj-F16.gguf
    981 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago
  • mmproj-Q8_0.gguf
    555 MB
    xet
    Duplicate from unsloth/embeddinggemma-2-GGUF 3 days ago