Individual skill

simpo-training

Simple Preference Optimization for LLM alignment. Reference-free alternative to DPO with better performance (+6.4 points on AlpacaEval 2.0). No reference model needed, more efficient than DPO. Use for preference alignment when want simpler, faster training than DPO/PPO.

tests/ext_conformance/artifacts/templates-davila7/cli-tool/components/skills/ai-research/post-training-simpo/SKILL.md

Source commit a177737d6df6a543d21d3b7ee6163ec715d24aa8

What was checked

Matches the observed repository HEAD

Yes

Scanner rules are current

No

Repository scan complete

No

Skill scan complete

No

Observed behavior

Not checked yet

Last checked

Nov 8, 2026

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

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