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My understanding is that the separation does help, but since the chat models are just fine-tuned text completion models, it doesn't completely prevent it. If I
by TheCoreh 4y ago
My understanding is that the separation does help, but since the chat models are just fine-tuned text completion models, it doesn't completely prevent it. If I understand it correctly, the separation is a way for OpenAI to future-proof it, so that it can work fully once the models have an architecture that actually separates system, user and assistant prompts at a lower, more fundamental level.
They specifically have a disclaimer in the API docs that gpt-3.5-turbo right now doesn't take system prompts into account as “strongly” as it should.