pytorch-lightning-distributed
Pass
Audited by Gen Agent Trust Hub on Oct 1, 2026
Risk Level: SAFEEXTERNAL_DOWNLOADSCOMMAND_EXECUTION
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill provides instructions for installing well-known and reputable machine learning libraries including
lightning,torch,transformers,ray[tune],optuna, andwandbvia standard package managers. - [COMMAND_EXECUTION]: Contains standard command-line instructions for launching training scripts (
python train.py), distributed jobs using SLURM (srun), and hyperparameter sweeps (wandb agent). These are expected behaviors for a machine learning development skill. - [CREDENTIALS_UNSAFE]: In
references/hyperparameter-tuning.md, a placeholder PostgreSQL connection stringpostgresql://user:pass@localhost/optunais provided as an example for shared storage in distributed optimization. This is a generic instructional placeholder and does not represent a leak of actual credentials.
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