---
base_model:
- deepseek-ai/DeepSeek-R1-Distill-Qwen-7B
library_name: transformers
pipeline_tag: text-generation
tags:
- merged
- phishing-detection
- explainability
- cybersecurity
---

# CyberGuard DeepSeek R1 Qwen 7B

Standalone model produced by merging the LoRA adapter
[`Dospacite/xai-phishing-deepseek-r1-qwen-7b`](https://huggingface.co/Dospacite/xai-phishing-deepseek-r1-qwen-7b) into
[`deepseek-ai/DeepSeek-R1-Distill-Qwen-7B`](https://huggingface.co/deepseek-ai/DeepSeek-R1-Distill-Qwen-7B).

This repository contains complete model weights and does not require PEFT or
the adapter repository at inference time. It expects the structured webpage
feature prompt documented in the original adapter repository.

## Intended use

The model classifies structured webpage evidence as phishing or benign and
returns an explanation. Its output is decision support and should be reviewed
alongside the cited webpage features.