training-llms-megatron

Pass

Audited by Gen Agent Trust Hub on Sep 16, 2026

Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTIONINDIRECT_PROMPT_INJECTION
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill references official NVIDIA Docker containers on nvcr.io and the installation of the megatron-core package from the standard Python registry. These are well-known and trusted services.
  • [COMMAND_EXECUTION]: The skill provides shell script templates and command-line instructions for using torchrun, bash, and SLURM (sbatch) to orchestrate distributed GPU training. These are standard practices for model training workflows.
  • [INDIRECT_PROMPT_INJECTION]: The skill defines workflows that ingest external datasets, creating a potential surface for indirect prompt injection if untrusted data is used.
  • Ingestion points: Dataset files, vocabularies, and merge files loaded via --data-path, --vocab-file, and --merge-file parameters.
  • Boundary markers: Absent; training scripts are designed to process raw data inputs directly.
  • Capability inventory: High-privilege command execution for distributed training and shell access.
  • Sanitization: Absent; the skill expects users to provide pre-processed and trusted datasets.
Audit Metadata
Risk Level
SAFE
Analyzed
Sep 16, 2026, 05:50 AM