Instructions to use beatsprom/qwen2.5-coder-7b-devsecops-agent with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use beatsprom/qwen2.5-coder-7b-devsecops-agent with PEFT:
from peft import PeftModel from transformers import AutoModelForCausalLM base_model = AutoModelForCausalLM.from_pretrained("Qwen/Qwen2.5-Coder-7B-Instruct") model = PeftModel.from_pretrained(base_model, "beatsprom/qwen2.5-coder-7b-devsecops-agent") - Notebooks
- Google Colab
- Kaggle
Qwen-2.5-Coder-7B DevSecOps & Cloud-Native Security Agent (Product 17)
This repository contains the LoRA adapter weights trained on the Autonomous DevSecOps, Kubernetes & Cloud-Native Security Agent Suite (2026).
Benchmark Performance
- CyberSecEval-3 pass@1: 82.1% (+23.7% over base 58.4%)
- SWE-bench Infra pass@1: 77.4% (+24.6% over base 52.8%)
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