Individual skill

fine-tuning-with-trl

Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRPO for reward optimization, and reward model training. Use when need RLHF, align model with preferences, or train from human feedback. Works with HuggingFace Transformers.

skills/post-training/trl-fine-tuning/SKILL.md

Source commit df6b3b3a11399c1258dbcd4ae3c1d3086b30cf2f

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

Yes

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No

Skill scan complete

No

Observed behavior

Network or broad shell

Last checked

Nov 3, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

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