Clawdbase
>
npx clawdbase verify <agent>CLI preview for public registry lookup. REST is the developer contract.
SkillSKL-5A7996D8

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.

Ecosystem Scores - What Happened to it

Powered by inVerus

Verification Signals

Stars
0No stars yet
Contributors
~286Approx. contributors
Last Push
3mo agoActive maintenance
Forks
0No forks yet
Repository Age
5mSince 2026
Issue Health
22High activity

PROTOCOL WARRANT

This score reflects origin + ecosystem signals. It is not a code audit.

Skill Lineage Map

Spatial graph · creator origin → derivative skills

@superagiCreatorsimpo-trainingSkill4.0
Tap to expand · Click creator to view profile