← Greps
- HF Model
- Younis2003/CodeLlama_for_code_security
- Base Model
- meta-llama/CodeLlama-13b-hf
- Pipeline
- text-generation
- Downloads
- 3
- Likes
- 1
- codellama
- vulnerability-detection
- cve
- lora
- qlora
- secure-code
code-security
CodeLlama for Code Security — CVEfixes Vulnerability Detection LoRA
Uploaded to Hugging Face by Younis2003 — CodeLlama 13B LoRA fine-tuned on CVEfixes for vulnerability detection and secure code analysis.
What Is This?
Uploaded to Hugging Face by Younis2003. CodeLlama_for_code_security is a PEFT LoRA/QLoRA adapter on CodeLlama-13b-hf, trained on a custom secure_dataset_cvefixes corpus for vulnerability detection and secure coding assistance.
Metadata
| Field | Value |
|---|---|
| Author | Younis2003 |
| Base | meta-llama/CodeLlama-13b-hf |
| Training data | Younis2003/secure_dataset_cvefixes |
| Adapter | LoRA / QLoRA |
| Format | safetensors |
| License | Apache 2.0 |
Why It Might Matter
Academic and indie code vulnerability models remain underrepresented vs. chat cyber-LLMs. This upload is useful for:
- Benchmarking LoRA efficiency on security tasks (13B base + small adapter)
- Comparing CVEfixes-trained models against general coders on CWE classification
- Building hybrid pipelines: fast classifier + slow reasoning model
Evaluation Targets
- OWASP Benchmark Java/C# snippets
- CVEfixes held-out test split
- False positive rate on patched vs. vulnerable function pairs
Attribution
Open-source model indexed for security research inquiry. Uploaded to Hugging Face by Younis2003.