distributed-llm-pretraining-torchtitan
Pass
Audited by Gen Agent Trust Hub on Feb 17, 2026
Risk Level: SAFE
Full Analysis
- SAFE (SAFE): No malicious patterns, obfuscation, or security vulnerabilities were detected. The content consists entirely of technical documentation, configuration examples (TOML), and workflow instructions for model pretraining.
- EXTERNAL_DOWNLOADS (LOW): The skill instructs the user to download packages and source code from the official PyTorch GitHub organization (e.g.,
pytorch/torchtitan,pytorch/ao) and assets from HuggingFace. These are trusted sources according to the analysis guidelines and are standard for ML development. - COMMAND_EXECUTION (LOW): The skill documentation includes standard shell commands for environment setup (
pip,git), asset management (python scripts/...), and job launching (torchrun,sbatch). These operations are consistent with the primary purpose of distributed training and do not involve unauthorized privilege escalation or suspicious behavior.
Audit Metadata