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There are diffusion-based models and transformer-based models (and many other "architectures"), so your comment does not make sense.
by moralestapia 2mo ago
There are diffusion-based models and transformer-based models (and many other "architectures"), so your comment does not make sense.
- inigyou 2mo agoAre there any diffusion-based or otherwise non-transformer-based models in mainstream use?
- moralestapia 2mo agoIf by mainstream you mean "ChatGPT" or "Claude", then no. But also, no one really knows as they're closed.
- Sharlin 2mo agoIf you include non-language models, yes.
- inigyou 2mo agoWe are clearly talking about language models
- Timwi 2mo agoImage GenAI is diffusion-based, and I would say the image GenAI in Claude, Gemini and ChatGPT are all “in mainstream use”. I've heard of attempts to use diffusion models to generate text or code as well, but my impression is that it just didn't yield the level of results necessary to dethrone a frontier transformer model.