Different Types of AI Models
Quick answer: Most AI models used for creative generation fall into a few categories: diffusion models (like Stable Diffusion and Flux) generate images by refining noise into a coherent result; transformer-based language models generate and process text; and video/audio models extend similar generative principles to motion and sound. Promptus runs models from each category through one interface.
Most models used for creative generation fall into a few broad categories:
- Diffusion models — generate an image by starting from noise and gradually refining it into a coherent result. Stable Diffusion and Flux both work this way.
- Transformer-based language models — process and generate text by predicting the next most likely token based on everything that came before it.
- Multimodal models — accept more than one type of input (text and an image, for example) and can generate across formats, like Google's Gemini 2.5 Flash Image.
Promptus supports models from each category, so the right tool depends on the task — diffusion models for image generation, multimodal models when you need to combine a reference image with a text instruction.
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Promptus has transformed my product design process. The support, advanced in-design, in-painting features and immediate access to new models is a game changer. Highly recommend!
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As a game design studio, Promptus has been invaluable. The GPU marketplace allowed us to test 3D and video workflows affordably, and the secure web hosting has allowed us to quickly share our designs with our clients and fans.
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FAQ Section
Frequently Asked Questions
What is Promptus?
Promptus enable users to generate customized, AI videos, high-resolution images, AI characters, music, audio, chat and more with ease using the latest's AI models.
Anyone can use Promptus AI—designers, marketers, hobbyists, or beginners—to generate AI art, photos, and videos quickly and easily.
What is an AI workflow?
An AI workflow is a structured process that turns inputs into repeatable outputs using models, prompts, and logic.
Can I create realistic photos with AI?
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Does Promptus work with ComfyUI workflows?
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