knowledge-distillation
Pass
Audited by Gen Agent Trust Hub on Sep 16, 2026
Risk Level: SAFE
Full Analysis
- [EXTERNAL_DOWNLOADS]: The skill installs standard Python packages (
transformers,torch,datasets,accelerate) via pip and downloads pre-trained model weights from Hugging Face (e.g., Llama-2 models). These are well-known services and essential for the stated purpose of model distillation. - [COMMAND_EXECUTION]: Includes standard shell commands for package installation and Python code for defining loss functions and training loops. All operations are transparent and strictly related to machine learning model training.
- [DATA_EXPOSURE]: No hardcoded credentials, API keys, or sensitive file path access (such as .env or SSH keys) were detected in the provided code snippets or instructions.
- [PROMPT_INJECTION]: The content is purely instructional and does not contain any patterns designed to override agent safety guidelines or system prompts.
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