---
base_model: unsloth/qwen2.5-coder-7b-instruct-bnb-4bit
tags:
- text-generation-inference
- transformers
- unsloth
- qwen2
- gguf
license: apache-2.0
language:
- en
---

# Uploaded  model

- **Developed by:** doss1232
- **License:** apache-2.0
- **Finetuned from model :** unsloth/qwen2.5-coder-7b-instruct-bnb-4bit

This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unslothai/unsloth) and Huggingface's TRL library.

[<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)

# Model information
- Offensive-Qwen2.5-Coder-7b is a fine-tuned Qwen-2.5-Coder-7b model and a part of Offensive-Engine, a collection of models fine-tuned for cybersecurity. 
- It is train using the methods in Automating Code Review Activities by Large-Scale Pre-training paper. 
- Which means, it is suitable for code review and static analysis tasks, while still maintain coding capability. 
- Additionally, the model is further fine-tuned to find vulnerability in code, making it great for pentester and security professionals to use.
- This version of the model is quantized in 4bit and can be use with lmstudio.
# Further improvment
- This model will be use for Auto-Pentest Framework.

## Offensive-GenAI Agent system
- Offensive-GenAI is Agent system, built with Langchain to assist human in pentesting and web testing. It is designed to work in corporation's source code, where security and confidentiality are preserverd.