skills/zechenzhangagi/claude-ai-research-skills/distributed-llm-pretraining-torchtitan/Gen Agent Trust Hub
distributed-llm-pretraining-torchtitan
Pass
Audited by Gen Agent Trust Hub on Apr 30, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill serves as a comprehensive guide for distributed LLM pretraining using TorchTitan, providing legitimate workflows and technical references.
- [EXTERNAL_DOWNLOADS]: All referenced external resources, including GitHub repository clones and package installations, target official and well-known PyTorch organizations (e.g.,
github.com/pytorch/torchtitan,github.com/pytorch/ao). These are considered trusted sources. - [COMMAND_EXECUTION]: The skill includes shell commands for launching training via
torchrunandsrun(SLURM), as well as Python utility scripts. These commands are standard for machine learning development and high-performance computing environments. - [CREDENTIALS_UNSAFE]: The skill uses clear placeholders for authentication tokens (e.g.,
YOUR_HF_TOKEN) when downloading assets from Hugging Face, adhering to safe documentation practices. No hardcoded credentials or secrets were found.
Audit Metadata