implementing-llms-litgpt
Pass
Audited by Gen Agent Trust Hub on Sep 9, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill provides documentation for the 'litgpt' library, which is a reputable open-source project by Lightning AI. All mentioned dependencies (torch, transformers) are standard industry packages.
- [EXTERNAL_DOWNLOADS]: The skill references downloading model weights from Hugging Face Hub (e.g., meta-llama, microsoft, google). These are well-known services and trusted model providers. The download operations are performered via the legitimate 'litgpt download' CLI tool.
- [DATA_EXPOSURE]: While the skill mentions using 'HF_TOKEN' for gated models, it correctly instructs the user to export it as an environment variable rather than hardcoding it, which aligns with security best practices for credential management.
- [COMMAND_EXECUTION]: The skill uses standard CLI commands for machine learning workflows (pip, python, litgpt, sbatch). These are consistent with the skill's stated purpose of training and deploying models.
Audit Metadata