[D] Training on Generated Data Makes Models Forget

[https://twitter.com/\_akhaliq/status/1663373068834676736](https://twitter.com/_akhaliq/status/1663373068834676736)

Title: Model Dementia: Generated Data Makes Models

Forget 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 …

change chatgpt data diffusion general generated gpt gpt-2 gpt-3 gpt-4 image language language models large language models llms machinelearning performance public stable diffusion text