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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.

Install

npx skills add Orchestra-Research/AI-Research-SKILLs --skill simpo-training -a claude-code

Installs to .claude/skills/simpo-training/ · Each command fetches the skill straight from GitHub with the open skills CLI.

Download .zip

Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 93

Security100
Provenance90
Maintenance100
Licence100
Adoption65

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