distributed-llm-pretraining-torchtitan
Pass
Audited by Gen Agent Trust Hub on Apr 4, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill facilitates the use of the official torchtitan library. All documented operations, such as repository cloning and asset retrieval, target trusted organizations like PyTorch and HuggingFace.
- [EXTERNAL_DOWNLOADS]: Fetches source code from the official PyTorch GitHub organization and downloads model assets from HuggingFace using standard utility scripts.
- [CREDENTIALS_UNSAFE]: Instructs users to use a HuggingFace token for model access but correctly utilizes placeholders like
YOUR_HF_TOKENrather than hardcoding actual secrets. - [COMMAND_EXECUTION]: Employs standard shell commands for environment setup, package installation, and launching distributed training jobs via
torchrunand provided shell scripts.
Audit Metadata