The Agent Skills Directory

[EXTERNAL_DOWNLOADS]: The skill instructs the agent to download machine learning models and datasets from HuggingFace Hub using standard methods like AutoModel.from_pretrained() and load_dataset(). These downloads target well-known repositories (e.g., Qwen, trl-lib) which is standard practice for model fine-tuning.
[COMMAND_EXECUTION]: The documentation includes shell commands for installing dependencies via pip and running training scripts using the trl library's built-in command-line interface (e.g., trl dpo, python -m trl.scripts.ppo). These commands are typical for setting up a development environment and executing the primary task of the skill.

fine-tuning-with-trl