fine-tuning-with-trl
Pass
Audited by Gen Agent Trust Hub on Sep 8, 2026
Risk Level: SAFE
Full Analysis
- [SAFE]: The skill serves as a technical manual and boilerplate provider for the TRL library. It does not contain any executable scripts that run automatically or perform hidden operations. All code samples are standard Python/PyTorch implementations for machine learning training.
- [EXTERNAL_DOWNLOADS]: The skill references and downloads datasets and models from Hugging Face (
trl-lib,Qwen,openai/gsm8k). These are standard resources in the AI research community and are used here for their intended educational and functional purposes in fine-tuning. - [COMMAND_EXECUTION]: The provided commands (e.g.,
pip install,python -m trl.scripts.ppo,trl dpo) are intended for the user to execute manually to set up their environment or run training jobs. They do not contain any malicious payloads or hidden flags. - [NO_CODE]: While the skill contains template files and code snippets, these are dormant until intentionally integrated and executed by the user in a development environment. There are no background processes or automated context injections.
Audit Metadata