implementing-llms-litgpt
Pass
Audited by Gen Agent Trust Hub on Mar 28, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides documentation and commands for using the well-known and trusted 'litgpt' library by Lightning AI. All external references and download commands (e.g.,
litgpt download meta-llama/Meta-Llama-3-8B) target official model repositories on Hugging Face (Meta, Microsoft, Google, etc.), which are standard in AI development. - [SAFE]: The provided Python scripts and shell commands are standard for machine learning workflows, including model loading, fine-tuning with LoRA/QLoRA, and basic FastAPI deployment. No malicious patterns such as obfuscation, unauthorized data access, or persistent backdoors were detected.
- [SAFE]: The dependencies (litgpt, torch, transformers) are industry-standard libraries for deep learning and natural language processing.
- [SAFE]: Instructions for handling sensitive data, such as Hugging Face tokens (
export HF_TOKEN=hf_...), follow standard environment variable practices for secure credential management during model downloads.
Audit Metadata