this post was submitted on 07 Dec 2025
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That's image generation, not LLM (language/text generation), but the point stands
Hate to bring it to you, but today's image generation comes through LLMs
(Multimodal) GPT ≠ "pure" LLM. GPT-4o uses an LLM for the language parts, as well as having voice processing and generation built-in, but it uses a technically distinct (though well-integrated) model called "GPT Image 1" for generating images.
You can't really train or treat image generation with the same approach as natural language, given it isn't natural language. A binary string doesn't adhere to the same patterns as human speech.
Just curious, does the LLM generate a text prompt for the image model, or is there a deeper integration at the embedding level/something else?
According to CometAPI:
I haven't found any other sources to back that up, because most platforms seem more concerned with how to access it than how it works under the hood.