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nu11secur1ty
/
nu11secur1tyAI

Text Generation
GGUF
English
cybersecurity
appsec
pentesting
cve-2026
security
conversational
Model card Files Files and versions
xet
Community

Instructions to use nu11secur1ty/nu11secur1tyAI with libraries, inference providers, notebooks, and local apps. Follow these links to get started.

  • Libraries
  • llama-cpp-python

    How to use nu11secur1ty/nu11secur1tyAI with llama-cpp-python:

    # !pip install llama-cpp-python
    
    from llama_cpp import Llama
    
    llm = Llama.from_pretrained(
    	repo_id="nu11secur1ty/nu11secur1tyAI",
    	filename="nu11secur1tyAI4-EVOLUTION-Laptop-Q4_KM-SMART-Agent.gguf",
    )
    
    llm.create_chat_completion(
    	messages = [
    		{
    			"role": "user",
    			"content": "What is the capital of France?"
    		}
    	]
    )
  • Notebooks
  • Google Colab
  • Kaggle
  • Local Apps
  • llama.cpp

    How to use nu11secur1ty/nu11secur1tyAI with llama.cpp:

    Install from brew
    brew install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama-server -hf nu11secur1ty/nu11secur1tyAI
    # Run inference directly in the terminal:
    llama-cli -hf nu11secur1ty/nu11secur1tyAI
    Install from WinGet (Windows)
    winget install llama.cpp
    # Start a local OpenAI-compatible server with a web UI:
    llama-server -hf nu11secur1ty/nu11secur1tyAI
    # Run inference directly in the terminal:
    llama-cli -hf nu11secur1ty/nu11secur1tyAI
    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 nu11secur1ty/nu11secur1tyAI
    # Run inference directly in the terminal:
    ./llama-cli -hf nu11secur1ty/nu11secur1tyAI
    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 nu11secur1ty/nu11secur1tyAI
    # Run inference directly in the terminal:
    ./build/bin/llama-cli -hf nu11secur1ty/nu11secur1tyAI
    Use Docker
    docker model run hf.co/nu11secur1ty/nu11secur1tyAI
  • LM Studio
  • Jan
  • vLLM

    How to use nu11secur1ty/nu11secur1tyAI with vLLM:

    Install from pip and serve model
    # Install vLLM from pip:
    pip install vllm
    # Start the vLLM server:
    vllm serve "nu11secur1ty/nu11secur1tyAI"
    # Call the server using curl (OpenAI-compatible API):
    curl -X POST "http://localhost:8000/v1/chat/completions" \
    	-H "Content-Type: application/json" \
    	--data '{
    		"model": "nu11secur1ty/nu11secur1tyAI",
    		"messages": [
    			{
    				"role": "user",
    				"content": "What is the capital of France?"
    			}
    		]
    	}'
    Use Docker
    docker model run hf.co/nu11secur1ty/nu11secur1tyAI
  • Ollama

    How to use nu11secur1ty/nu11secur1tyAI with Ollama:

    ollama run hf.co/nu11secur1ty/nu11secur1tyAI
  • Unsloth Studio new

    How to use nu11secur1ty/nu11secur1tyAI with Unsloth Studio:

    Install Unsloth Studio (macOS, Linux, WSL)
    curl -fsSL https://unsloth.ai/install.sh | sh
    # Run unsloth studio
    unsloth studio -H 0.0.0.0 -p 8888
    # Then open http://localhost:8888 in your browser
    # Search for nu11secur1ty/nu11secur1tyAI to start chatting
    Install Unsloth Studio (Windows)
    irm https://unsloth.ai/install.ps1 | iex
    # Run unsloth studio
    unsloth studio -H 0.0.0.0 -p 8888
    # Then open http://localhost:8888 in your browser
    # Search for nu11secur1ty/nu11secur1tyAI to start chatting
    Using HuggingFace Spaces for Unsloth
    # No setup required
    # Open https://huggingface.co/spaces/unsloth/studio in your browser
    # Search for nu11secur1ty/nu11secur1tyAI to start chatting
  • Docker Model Runner

    How to use nu11secur1ty/nu11secur1tyAI with Docker Model Runner:

    docker model run hf.co/nu11secur1ty/nu11secur1tyAI
  • Lemonade

    How to use nu11secur1ty/nu11secur1tyAI with Lemonade:

    Pull the model
    # Download Lemonade from https://lemonade-server.ai/
    lemonade pull nu11secur1ty/nu11secur1tyAI
    Run and chat with the model
    lemonade run user.nu11secur1tyAI-{{QUANT_TAG}}
    List all available models
    lemonade list
nu11secur1tyAI
81.2 GB
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  • 1 contributor
History: 19 commits
nu11secur1ty's picture
nu11secur1ty
Upload nu11secur1tyAI4-Evolution-The-giant.gguf with huggingface_hub
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  • .gitattributes
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    Upload nu11secur1tyAI4-Evolution-The-giant.gguf with huggingface_hub about 2 hours ago
  • README.md
    3.55 kB
    Update README.md about 22 hours ago
  • nu11secur1tyAI4-EVOLUTION-Laptop-Q4_KM-SMART-Agent.gguf
    10.4 GB
    xet
    Upload nu11secur1tyAI4-EVOLUTION-Laptop-Q4_KM-SMART-Agent.gguf with huggingface_hub 1 day ago
  • nu11secur1tyAI4-EVOLUTION-SMART-Agent.gguf
    16.7 GB
    xet
    Upload nu11secur1tyAI4-EVOLUTION-SMART-Agent.gguf with huggingface_hub 1 day ago
  • nu11secur1tyAI4-EVOLUTIONq4-Laptop-rude-boy.gguf
    10.4 GB
    xet
    Upload nu11secur1tyAI4-EVOLUTIONq4-Laptop-rude-boy.gguf with huggingface_hub about 2 hours ago
  • nu11secur1tyAI4-Evolution-Laptop-Q4_KM.gguf
    10.4 GB
    xet
    Upload nu11secur1tyAI4-Evolution-Laptop-Q4_KM.gguf with huggingface_hub 3 days ago
  • nu11secur1tyAI4-Evolution-The-giant.gguf
    16.7 GB
    xet
    Upload nu11secur1tyAI4-Evolution-The-giant.gguf with huggingface_hub about 2 hours ago
  • nu11secur1tyAI4-Evolution.gguf
    16.7 GB
    xet
    Upload nu11secur1tyAI4-Evolution.gguf with huggingface_hub 4 days ago