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openensemble
/
reason-gguf

GGUF
conversational
Model card Files Files and versions
xet
Community

Instructions to use openensemble/reason-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 openensemble/reason-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 openensemble/reason-gguf:Q8_0
    # Run inference directly in the terminal:
    llama cli -hf openensemble/reason-gguf:Q8_0
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf openensemble/reason-gguf:Q8_0
    # Run inference directly in the terminal:
    llama cli -hf openensemble/reason-gguf:Q8_0
    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 openensemble/reason-gguf:Q8_0
    # Run inference directly in the terminal:
    ./llama-cli -hf openensemble/reason-gguf:Q8_0
    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 openensemble/reason-gguf:Q8_0
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf openensemble/reason-gguf:Q8_0
    Use Docker
    docker model run hf.co/openensemble/reason-gguf:Q8_0
  • LM Studio
  • Jan
  • Ollama

    How to use openensemble/reason-gguf with Ollama:

    ollama run hf.co/openensemble/reason-gguf:Q8_0
  • Unsloth Desktop
  • Docker Model Runner

    How to use openensemble/reason-gguf with Docker Model Runner:

    docker model run hf.co/openensemble/reason-gguf:Q8_0
  • Lemonade

    How to use openensemble/reason-gguf with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull openensemble/reason-gguf:Q8_0
    Run and chat with the model
    lemonade run user.reason-gguf-Q8_0
    List all available models
    lemonade list
  • Atomic Chat
reason-gguf
290 MB
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  • 1 contributor
History: 5 commits
openensemble's picture
openensemble
Add Cortex v6 candidate and evaluation notes; preserve v3
f921bcf verified 11 days ago
  • releases
    Add Cortex v6 candidate and evaluation notes; preserve v3 11 days ago
  • .gitattributes
    1.73 kB
    Add Cortex v6 candidate and evaluation notes; preserve v3 11 days ago
  • openensemble-reason-v3.q8_0.gguf
    145 MB
    xet
    Add reason v3 (bias-fix retrain, 2026-04-26) 5 months ago
  • openensemble-reason-v6.q8_0.gguf
    145 MB
    xet
    Add Cortex v6 candidate and evaluation notes; preserve v3 11 days ago