knowledge-distillation

Pass

Audited by Gen Agent Trust Hub on Mar 28, 2026

Risk Level: SAFE
Full Analysis
  • [EXTERNAL_DOWNLOADS]: The skill includes commands to install standard machine learning libraries such as transformers, datasets, accelerate, torch, deepspeed, and wandb from official registries. These are well-known, industry-standard packages.
  • [EXTERNAL_DOWNLOADS]: Fetches the LMOps repository from Microsoft's official GitHub account for the MiniLLM implementation. This is a reference to a trusted organization and aligns with the educational purpose of the skill.
  • [COMMAND_EXECUTION]: Provides example shell commands for environment setup (pip install, git clone). These commands are transparent, standard for ML development, and do not involve obfuscation or malicious intent.
  • [REMOTE_CODE_EXECUTION]: While the skill demonstrates how to load and run models using the Hugging Face transformers library, this is the intended primary purpose of the skill. It uses well-known model identifiers like meta-llama/Llama-2-70b-hf from a recognized vendor.
  • [DATA_EXFILTRATION]: No network operations unrelated to standard model downloading or package installation were detected. There is no evidence of sensitive file access or credential harvesting.
Audit Metadata
Risk Level
SAFE
Analyzed
Mar 28, 2026, 06:06 PM