The Curse of Recursion: Training on Generated Data Makes Models Forget. (arXiv:2305.17493v2 [cs.LG] UPDATED)

Stable Diffusion revolutionised image creation from descriptive text. GPT-2,
GPT-3(.5) and GPT-4 demonstrated astonishing performance across a variety of
language tasks. ChatGPT introduced such language models to the general public.
It is now clear that large language models (LLMs) are here to stay, and will
bring about drastic change in the whole ecosystem of online text and images. In
this paper we consider what the future might hold. What will happen to GPT-{n}
once LLMs contribute much of the language …

chatgpt data general generated gpt gpt-3 gpt-4 language language models large llms performance public recursion stable diffusion text training