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molly-security-audit — Llama 3.1 Security Audit LoRA
Uploaded to Hugging Face by BoomJules — recent LoRA adapter on Llama 3.1 8B Instruct tagged for security auditing workflows.
What Is This?
Uploaded to Hugging Face by BoomJules on 2026-06-17. molly-security-audit is a PEFT LoRA adapter targeting meta-llama/Llama-3.1-8B-Instruct, tagged for security audit use cases under the "molly-os" namespace.
Metadata
| Field | Value |
|---|---|
| Author | BoomJules |
| Adapter type | LoRA (PEFT) |
| Weight format | safetensors |
| Base model | meta-llama/Llama-3.1-8B-Instruct |
| License | CC-BY-NC-4.0 |
Why It Might Matter
Recent uploads with zero downloads are still worth indexing — they signal emerging fine-tune directions before community adoption:
- Audit-focused adapters — smaller than full cyber-LLMs, easier to merge and evaluate locally
- NC license — non-commercial restriction affects red-team vendor integration
- LoRA on 8B — accessible on consumer GPUs for rapid experimentation
Research Angle
Merge this adapter with Llama 3.1 8B and benchmark on:
- Static code review prompts (OWASP, CWE references)
- Configuration audit checklists
- Policy compliance Q&A
Compare against unfine-tuned base to measure domain lift.
Attribution
Open-source model indexed for security research inquiry. Uploaded to Hugging Face by BoomJules.