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Training language models to follow instructions with human feedback

The InstructGPT paper applies demonstrations and preference feedback to align model outputs with user intent. It reports that a smaller aligned model can be preferred to a much larger base model on the studied prompts.

Overview. The InstructGPT paper applies demonstrations and preference feedback to align model outputs with user intent.

Context. It reports that a smaller aligned model can be preferred to a much larger base model on the studied prompts.

Claims and evidence

Claim ledger, 2