▲ | smallmancontrov 4 days ago | |
Pre-training gets you GPT-3, not InstructGPT/ChatGPT. During fine-tuning OpenAI (and everyone else) specifically chose to "beat in" a heavy bias-to-action because a model that just answers everything with "it depends" and "needs more info" is even more useless than a model that turns every prompt into a creative writing exercise. Striking a balance is simply a hard problem -- and one that many humans have not mastered for themselves. |