Safetensors
GGUF
English
Spanish
qwen2
qwen
qwen2.5
cybersecurity
pentesting
red-team
unsloth
conversational
Instructions to use k3ssdev/Qwen2.5-Coder-3B-Pentest 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 k3ssdev/Qwen2.5-Coder-3B-Pentest 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 k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M # Run inference directly in the terminal: llama cli -hf k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M
Install from WinGet (Windows)
winget install llama.cpp # Start a local OpenAI-compatible server with a web UI: llama serve -hf k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M # Run inference directly in the terminal: llama cli -hf k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M
Build from source code
git clone https://github.com/ggml-org/llama.cpp.git cd llama.cpp cmake -B build cmake --build build -j --target llama-app # Start a local OpenAI-compatible server with a web UI: ./build/bin/llama serve -hf k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M # Run inference directly in the terminal: ./build/bin/llama cli -hf k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M
Use Docker
docker model run hf.co/k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M
- Llama new
- LM Studio
- Jan
- Ollama
How to use k3ssdev/Qwen2.5-Coder-3B-Pentest with Ollama:
ollama run hf.co/k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M
- Unsloth Desktop
- Docker Model Runner
How to use k3ssdev/Qwen2.5-Coder-3B-Pentest with Docker Model Runner:
docker model run hf.co/k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M
- Lemonade
How to use k3ssdev/Qwen2.5-Coder-3B-Pentest with Lemonade:
Pull the model
# Download Lemonade from https://lemonade-server.ai/ lemonade pull k3ssdev/Qwen2.5-Coder-3B-Pentest:Q4_K_M
Run and chat with the model
lemonade run user.Qwen2.5-Coder-3B-Pentest-Q4_K_M
List all available models
lemonade list
- Atomic Chat
Download generation_config.json from k3ssdev/Qwen2.5-Coder-3B-Pentest: direct link, hf CLI and curl.
- Browser
- Download file 239 Bytes
-
https://huggingface.co/k3ssdev/Qwen2.5-Coder-3B-Pentest/resolve/main/generation_config.json
- Command line
-
hf download hf://k3ssdev/Qwen2.5-Coder-3B-Pentest/generation_config.json
-
curl -L -o generation_config.json https://huggingface.co/k3ssdev/Qwen2.5-Coder-3B-Pentest/resolve/main/generation_config.json
239 Bytes
| { | |
| "do_sample": true, | |
| "eos_token_id": [ | |
| 151645, | |
| 151643 | |
| ], | |
| "max_length": 32768, | |
| "pad_token_id": 151665, | |
| "repetition_penalty": 1.05, | |
| "temperature": 0.7, | |
| "top_k": 20, | |
| "top_p": 0.8, | |
| "transformers_version": "5.5.0" | |
| } | |