distributed-llm-pretraining-torchtitan

Pass

Audited by Gen Agent Trust Hub on Oct 29, 2026

Risk Level: SAFE
Full Analysis
  • [EXTERNAL_DOWNLOADS]: Fetches the torchtitan library and the torchao quantization toolkit from official PyTorch GitHub repositories.
  • [EXTERNAL_DOWNLOADS]: Provides instructions to download tokenizer assets from HuggingFace, a well-known service, using standard library scripts.
  • [COMMAND_EXECUTION]: Includes standard shell commands and SLURM batch scripts for launching distributed training jobs via torchrun and srun.
  • [DATA_EXPOSURE]: References HuggingFace authentication tokens using placeholders and directs users to official token management pages, following best practices for credential handling.
Audit Metadata
Risk Level
SAFE
Analyzed
Oct 29, 2026, 03:22 PM