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SargeDev
/
Solar-JEV-Gemma-embed-2-GGUF

Text Classification
GGUF
decision-model
decision-making
system-one
calibrated-probabilities
embeddinggemma
solar-decide-flash
conversational
Model card Files Files and versions
xet
Community

Instructions to use SargeDev/Solar-JEV-Gemma-embed-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 SargeDev/Solar-JEV-Gemma-embed-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 SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    # Run inference directly in the terminal:
    llama cli -hf SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    # Run inference directly in the terminal:
    llama cli -hf SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    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 SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    # Run inference directly in the terminal:
    ./llama-cli -hf SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    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 SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    Use Docker
    docker model run hf.co/SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
  • LM Studio
  • Jan
  • Ollama

    How to use SargeDev/Solar-JEV-Gemma-embed-2-GGUF with Ollama:

    ollama run hf.co/SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
  • Unsloth Desktop
  • Docker Model Runner

    How to use SargeDev/Solar-JEV-Gemma-embed-2-GGUF with Docker Model Runner:

    docker model run hf.co/SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
  • Lemonade

    How to use SargeDev/Solar-JEV-Gemma-embed-2-GGUF with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull SargeDev/Solar-JEV-Gemma-embed-2-GGUF:Q4_K_M
    Run and chat with the model
    lemonade run user.Solar-JEV-Gemma-embed-2-GGUF-Q4_K_M
    List all available models
    lemonade list
  • Atomic Chat
Solar-JEV-Gemma-embed-2-GGUF
1.37 GB
Ctrl+K
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  • 1 contributor
History: 11 commits
SargeDev's picture
SargeDev
Set pipeline_tag text-classification
0ce8d0d verified 3 days ago
  • .gitattributes
    1.94 kB
    imatrix (4k corpus-v4 calibration states) for custom requantizing 4 days ago
  • README.md
    3.23 kB
    Set pipeline_tag text-classification 3 days ago
  • solar-jev-gemma-embed-2-F16.gguf
    558 MB
    xet
    F16 base GGUF (llama.cpp convert_hf_to_gguf, 413 tensors) 4 days ago
  • solar-jev-gemma-embed-2-IQ4_XS.gguf
    169 MB
    xet
    IQ4_XS dynamic-style quant (imatrix: 4k corpus-v4 states) 4 days ago
  • solar-jev-gemma-embed-2-Q4_K_M.gguf
    182 MB
    xet
    Q4_K_M quant (imatrix) 4 days ago
  • solar-jev-gemma-embed-2-Q5_K_M.gguf
    213 MB
    xet
    Q5_K_M quant (imatrix) 4 days ago
  • solar-jev-gemma-embed-2-Q6_K.gguf
    246 MB
    xet
    Q6_K quant (imatrix) 4 days ago
  • solar-jev-gemma-embed-2.imatrix
    1.38 MB
    xet
    imatrix (4k corpus-v4 calibration states) for custom requantizing 4 days ago