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@@ -26,13 +26,14 @@ This qwen2 model was trained 2x faster with [Unsloth](https://github.com/unsloth
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  [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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  # Model information
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- Offensive-Qwen2.5-Coder-7b is a fine-tuned Qwen-2.5-Coder-7b model. It is train using the methods in **Automating Code Review Activities by Large-Scale Pre-training** paper.
 
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  Which means, it is suitable for code review and static analysis tasks, while still maintain coding capability.
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  Additionally, the model is further fine-tuned to find vulnerability in code, making it great for pentester and security professionals to use.
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  # Further improvment
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- This model will be use for Offensive-GenAI Framework.
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  ## Offensive-GenAI Framwork
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- Offensive-GenAI is Agent system, built by Langchain to automate pentesting and web testing.
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  It is designed to work in corporation's source code, where security and confidentiality are preserverd.
 
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  [<img src="https://raw.githubusercontent.com/unslothai/unsloth/main/images/unsloth%20made%20with%20love.png" width="200"/>](https://github.com/unslothai/unsloth)
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  # Model information
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+ 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.
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+ It is train using the methods in **Automating Code Review Activities by Large-Scale Pre-training** paper.
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  Which means, it is suitable for code review and static analysis tasks, while still maintain coding capability.
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  Additionally, the model is further fine-tuned to find vulnerability in code, making it great for pentester and security professionals to use.
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  # Further improvment
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+ This model will be use for Auto-Pentest Framework.
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  ## Offensive-GenAI Framwork
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+ Auto-Pentest is Agent system, built with Langchain to automate pentesting and web testing.
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  It is designed to work in corporation's source code, where security and confidentiality are preserverd.