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README.md

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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.