How AI Models are Trained
Quick answer: AI models are trained by repeatedly exposing them to a large dataset and adjusting their internal parameters each time so the output moves closer to the patterns in that data. This happens once, before a model is released — using an already-trained model, as Promptus does, is a separate, much faster process than training one.
Training is the process of exposing a model to a large dataset repeatedly, adjusting its internal parameters each time so its output gets closer to the patterns in that data. This happens once, before a model is released, and is separate from every time you actually use the model.
Using an already-trained model to generate a result — what happens every time you run a prompt in Promptus — is called inference, not training. Nothing about your own prompts changes the underlying model; each generation is a fresh application of patterns the model already learned.
Reviews
What our community is saying about us

Jose Romero
Illustrator
Promptus Cosyflow interface works like magic - we didn’t even know we needed.

Dmitry Selivanov
Art director
We’ve been recommending Promptus to everyone we know who’s interested in starting in AI art design.

Sadiya Abdullah
Brand agency
Promptus saved me hours of fiddling with setup. It just works. I can create custom workflows and generate videos for my clients in seconds.

Lupe Rodriguez
Product designer
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!

Dianne Russell
Graphic Designer
This isn’t just a tool; it’s a playground for your imagination.

Marie McKinney
Game designer
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?
Absolutely! Our AI photo generator lets you create lifelike AI pictures with incredible detail.
What is the GPU compute?
The GPU compute allows GPU owners to rent out their idle compute power to users on the platform. As a user, you can select resources based on your budget and project needs, ensuring cost-effective scalability. GPU contributors earn income while supporting creators on Promptus. Become a host at https://promptus.ai/gpu
Does Promptus work with ComfyUI workflows?
Yes, you can use ComfyUI workflows and Cosyflows for quickly deploying, designing and sharing your gen AI workflows. Seamlessly deploy these workflows on Promptus distributed GPU compute, private cloud or locally.
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