The Agent Skills Directory

[SAFE]: The skill provides documentation and configuration examples for preference optimization in machine learning. It follows standard best practices for environment setup and model training.
[EXTERNAL_DOWNLOADS]: The skill instructs the user to clone the HuggingFace alignment-handbook and install Flash Attention. These are well-known, trusted resources within the AI research community.
[COMMAND_EXECUTION]: The skill provides command-line examples for launching training jobs using accelerate and conda. These commands are standard for the described purpose and do not perform any hidden or suspicious actions.
[DATA_EXPOSURE]: The datasets referenced (UltraFeedback, HelpSteer, Anthropic HH-RLHF) are public, widely-used research datasets hosted on HuggingFace, presenting no risk of unauthorized data exposure.

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