DPO (Direct Preference Optimization)

goML
Direct Preference Optimization trains AI to follow human preferences better using simple comparisons, avoiding complex reward models or tuning tricks.
ChatGPT Definition (GPT-4o)
A training method where models are fine-tuned directly based on user preferences instead of indirect reward signals.
Gemini (2.0)
A method for aligning language models with human preferences by directly optimizing a reward function.
Claude (3.7)
Training method optimizing AI models directly from human preference comparisons. Improves model outputs by learning which responses humans prefer without complex reward modeling or reinforcement learning.

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