distributed-llm-pretraining-torchtitan
Pass
Audited by Gen Agent Trust Hub on Jun 29, 2026
Risk Level: SAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: Fetches source code and dependencies from the PyTorch GitHub organization, which is a trusted source.
- [EXTERNAL_DOWNLOADS]: Downloads model assets and tokenizers from HuggingFace, a well-known and industry-standard service for machine learning models.
- [COMMAND_EXECUTION]: Provides instructions for executing training scripts via
torchrunandsrun, which are standard utilities for distributed high-performance computing. - [CREDENTIALS_UNSAFE]: Mentions the requirement for HuggingFace tokens but correctly uses placeholders (
YOUR_HF_TOKEN) and directs users to official settings pages, promoting safe credential management.
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