Instructions to use GaianSpace/ctf-2026-403 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 GaianSpace/ctf-2026-403 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 GaianSpace/ctf-2026-403 # Run inference directly in the terminal: llama cli -hf GaianSpace/ctf-2026-403
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf GaianSpace/ctf-2026-403 # Run inference directly in the terminal: llama cli -hf GaianSpace/ctf-2026-403
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 GaianSpace/ctf-2026-403 # Run inference directly in the terminal: ./llama-cli -hf GaianSpace/ctf-2026-403
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 GaianSpace/ctf-2026-403 # Run inference directly in the terminal: ./build/bin/llama-cli -hf GaianSpace/ctf-2026-403
Use Docker
docker model run hf.co/GaianSpace/ctf-2026-403
- LM Studio
- Jan
- vLLM
How to use GaianSpace/ctf-2026-403 with vLLM:
Install from pip and serve model
# Install vLLM from pip: pip install vllm # Start the vLLM server: vllm serve "GaianSpace/ctf-2026-403" # Call the server using curl (OpenAI-compatible API): curl -X POST "http://localhost:8000/v1/chat/completions" \ -H "Content-Type: application/json" \ --data '{ "model": "GaianSpace/ctf-2026-403", "messages": [ { "role": "user", "content": "What is the capital of France?" } ] }'Use Docker
docker model run hf.co/GaianSpace/ctf-2026-403
- Ollama
How to use GaianSpace/ctf-2026-403 with Ollama:
ollama run hf.co/GaianSpace/ctf-2026-403
- Unsloth Desktop
- Pi
How to use GaianSpace/ctf-2026-403 with Pi:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf GaianSpace/ctf-2026-403
Configure the model in Pi
# Install Pi: npm install -g @earendil-works/pi-coding-agent # Add to ~/.pi/agent/models.json: { "providers": { "llama-cpp": { "baseUrl": "http://localhost:8080/v1", "api": "openai-completions", "apiKey": "none", "models": [ { "id": "GaianSpace/ctf-2026-403" } ] } } }Run Pi
# Start Pi in your project directory: pi
- Docker Model Runner
How to use GaianSpace/ctf-2026-403 with Docker Model Runner:
docker model run hf.co/GaianSpace/ctf-2026-403
- Lemonade
How to use GaianSpace/ctf-2026-403 with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull GaianSpace/ctf-2026-403
Run and chat with the model
lemonade run user.ctf-2026-403-{{QUANT_TAG}}List all available models
lemonade list
- Hermes Agent
How to use GaianSpace/ctf-2026-403 with Hermes Agent:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf GaianSpace/ctf-2026-403
Configure Hermes
# Install Hermes: curl -fsSL https://hermes-agent.nousresearch.com/install.sh | bash hermes setup # Point Hermes at the local server: hermes config set model.provider custom hermes config set model.base_url http://127.0.0.1:8080/v1 hermes config set model.default GaianSpace/ctf-2026-403
Run Hermes
hermes
- Atomic Chat
- OpenClaw
How to use GaianSpace/ctf-2026-403 with OpenClaw:
Start the llama.cpp server
# Install llama.cpp: brew install llama.cpp # Start a local OpenAI-compatible server: llama serve -hf GaianSpace/ctf-2026-403
Configure OpenClaw
# Install OpenClaw: npm install -g openclaw@latest # Register the local server and set it as the default model: openclaw onboard --non-interactive --mode local \ --auth-choice custom-api-key \ --custom-base-url http://127.0.0.1:8080/v1 \ --custom-model-id "GaianSpace/ctf-2026-403" \ --custom-provider-id llama-cpp \ --custom-compatibility openai \ --custom-text-input \ --accept-risk \ --skip-health
Run OpenClaw
openclaw agent --local --agent main --message "Hello from Hugging Face"
ctf-2026-403
Q4_K_M GGUF for GaianSpace CTF 2026.
This file is a fine-tune of Qwen/Qwen3-4B-Instruct-2507, quantized to Q4_K_M. The base model is licensed under Apache-2.0. Copyright for the base model belongs to the Qwen team, Alibaba Cloud.
File: hpld.gguf
SHA256: 79a555bb8277ff0a40b12f87262c703c6a43593dc4beebd22be2a4658346a961
About 8 GB of RAM. No GPU required. Run it with llama.cpp or Ollama.
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We're not able to determine the quantization variants.
Model tree for GaianSpace/ctf-2026-403
Base model
Qwen/Qwen3-4B-Instruct-2507