InstructGPT — RLHF at Scale (2022)
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How raw language models became assistants people can use.
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OpenAI showed that a 1.3B model tuned with human feedback was preferred over the raw 175B GPT-3 — alignment as capability. The three-stage recipe (demonstrations, reward model, RL) became the industry standard and made ChatGPT possible months later.
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