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base_model: meta-llama/Meta-Llama-3.1-8B-Instruct
language:
- en
license: mit
tags:
- lora
- security
- cybersecurity
- peft
---
# Security Testing Agent — LoRA
Defensive security testing assistant. Analyzes code for vulnerabilities and suggests fixes.
**Base model:** meta-llama/Meta-Llama-3.1-8B-Instruct
## Load it
```python
from peft import PeftModel
from transformers import AutoModelForCausalLM, AutoTokenizer
model = AutoModelForCausalLM.from_pretrained("meta-llama/Meta-Llama-3.1-8B-Instruct")
model = PeftModel.from_pretrained(model, "Xx-Vexento-xX/security-testing-agent-lora")
tokenizer = AutoTokenizer.from_pretrained("Xx-Vexento-xX/security-testing-agent-lora")
```
## Training
- 15 curriculum rounds across Python, JavaScript, Java, Go, PHP, Ruby, TypeScript, Rust, Kotlin, C#
- Vulnerability types: SQL Injection, XSS, CSRF, SSRF, Command Injection, IDOR, XXE, JWT weaknesses, Path Traversal, Prototype Pollution, and more
- RAG-aware: recognizes [REFERENCE CONTEXT] blocks for external knowledge injection
## Intended use
Authorized defensive security testing of your own code only.
Not for unauthorized access or offensive purposes. |