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PollardWeights
/
FlyBrain-Pollard-VL-CNSv1

GGUF
pollard-weights
connectome
memory
long-context
associative-memory
flybrain
pollard
vision-language
imatrix
conversational
Model card Files Files and versions
xet
Community

Instructions to use PollardWeights/FlyBrain-Pollard-VL-CNSv1 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 PollardWeights/FlyBrain-Pollard-VL-CNSv1 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 PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    # Run inference directly in the terminal:
    llama cli -hf PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    # Run inference directly in the terminal:
    llama cli -hf PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    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 PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    # Run inference directly in the terminal:
    ./llama-cli -hf PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    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 PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    Use Docker
    docker model run hf.co/PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
  • LM Studio
  • Jan
  • Ollama

    How to use PollardWeights/FlyBrain-Pollard-VL-CNSv1 with Ollama:

    ollama run hf.co/PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
  • Unsloth Desktop
  • Docker Model Runner

    How to use PollardWeights/FlyBrain-Pollard-VL-CNSv1 with Docker Model Runner:

    docker model run hf.co/PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
  • Lemonade

    How to use PollardWeights/FlyBrain-Pollard-VL-CNSv1 with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull PollardWeights/FlyBrain-Pollard-VL-CNSv1:IQ3_S
    Run and chat with the model
    lemonade run user.FlyBrain-Pollard-VL-CNSv1-IQ3_S
    List all available models
    lemonade list
  • Atomic Chat
FlyBrain-Pollard-VL-CNSv1
3.08 GB
Ctrl+K
Ctrl+K
  • 1 contributor
History: 7 commits
westwaters's picture
westwaters
Card: rung guide with measured per-layer allocation and KL cliff
90f4467 verified 16 days ago
  • .gitattributes
    1.75 kB
    Pollard quant ladder: Qwen2-VL-2B-Instruct-Pollard-Q6_K.gguf 17 days ago
  • FlyBrain-Pollard-VL-CNSv1.pt
    117 MB
    xet
    The verified VL brain: 100% exact recall, floor 0%, both controls 0% 17 days ago
  • Qwen2-VL-2B-Instruct-Pollard-IQ3_S.gguf
    785 MB
    xet
    Pollard quant ladder: Qwen2-VL-2B-Instruct-Pollard-IQ3_S.gguf 17 days ago
  • Qwen2-VL-2B-Instruct-Pollard-IQ4_XS.gguf
    910 MB
    xet
    Pollard quant ladder: Qwen2-VL-2B-Instruct-Pollard-IQ4_XS.gguf 17 days ago
  • Qwen2-VL-2B-Instruct-Pollard-Q6_K.gguf
    1.27 GB
    xet
    Pollard quant ladder: Qwen2-VL-2B-Instruct-Pollard-Q6_K.gguf 17 days ago
  • README.md
    6.29 kB
    Card: rung guide with measured per-layer allocation and KL cliff 16 days ago