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aaaa47080
/
CryptoMind-Guard-0.6B

Text Classification
ONNX
GGUF
Chinese
English
Russian
content-moderation
safety
guardrail
scam-detection
child-safety
qwen3
conversational
Model card Files Files and versions
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Community

Instructions to use aaaa47080/CryptoMind-Guard-0.6B 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 aaaa47080/CryptoMind-Guard-0.6B 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 aaaa47080/CryptoMind-Guard-0.6B:Q8_0
    # Run inference directly in the terminal:
    llama cli -hf aaaa47080/CryptoMind-Guard-0.6B:Q8_0
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama serve -hf aaaa47080/CryptoMind-Guard-0.6B:Q8_0
    # Run inference directly in the terminal:
    llama cli -hf aaaa47080/CryptoMind-Guard-0.6B: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 aaaa47080/CryptoMind-Guard-0.6B:Q8_0
    # Run inference directly in the terminal:
    ./llama-cli -hf aaaa47080/CryptoMind-Guard-0.6B: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 aaaa47080/CryptoMind-Guard-0.6B:Q8_0
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf aaaa47080/CryptoMind-Guard-0.6B:Q8_0
    Use Docker
    docker model run hf.co/aaaa47080/CryptoMind-Guard-0.6B:Q8_0
  • LM Studio
  • Jan
  • Ollama

    How to use aaaa47080/CryptoMind-Guard-0.6B with Ollama:

    ollama run hf.co/aaaa47080/CryptoMind-Guard-0.6B:Q8_0
  • Unsloth Desktop
  • Docker Model Runner

    How to use aaaa47080/CryptoMind-Guard-0.6B with Docker Model Runner:

    docker model run hf.co/aaaa47080/CryptoMind-Guard-0.6B:Q8_0
  • Lemonade

    How to use aaaa47080/CryptoMind-Guard-0.6B with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull aaaa47080/CryptoMind-Guard-0.6B:Q8_0
    Run and chat with the model
    lemonade run user.CryptoMind-Guard-0.6B-Q8_0
    List all available models
    lemonade list
  • Atomic Chat
CryptoMind-Guard-0.6B / benchmark
6.83 kB
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  • 1 contributor
History: 1 commit
aaaa47080's picture
aaaa47080
benchmark:量化版 vs 原版、與基底模型的比對成績
f19ca52 verified 17 days ago
  • README.md
    2.88 kB
    benchmark:量化版 vs 原版、與基底模型的比對成績 17 days ago
  • metrics.json
    3.94 kB
    benchmark:量化版 vs 原版、與基底模型的比對成績 17 days ago