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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.
#llm-optimization#training#fine-tuning
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Repository
Repositorydavila7/claude-code-templates
Stars22,267
Last UpdatedMar 7, 2026
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