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First of all, thank you for your work on this project. I really enjoy the concept of running AI models entirely on-device, and the app already has a clean foundation.
After using it for some time, I wrote down a few UI/UX suggestions that could make the app feel even more polished, modern, and intuitive. None of these are major issues—they're mostly quality-of-life improvements and visual refinements.
I'd love to hear your thoughts!
1. Improve the loading experience
The current "Initializing model" screen feels a little empty and doesn't provide much feedback.
Some ideas:
Display the model currently being loaded.
Show a progress bar or loading stages.
Explain what the app is doing (loading weights, compiling shaders, warming up, etc.).
Optionally display an estimated remaining time.
This would reassure users that the app is working normally, especially on slower devices.
2. Improve the visual hierarchy
The interface is clean, but many cards have almost the same visual weight, making screens feel a little dense.
Suggestions:
Increase spacing between sections.
Give more emphasis to titles.
Reduce emphasis on secondary descriptions.
Highlight primary actions more clearly.
This would make the interface easier to scan.
3. Differentiate model cards
Most cards look very similar.
Some ideas:
Add icons for each task.
Add small category colors or accents.
Display useful badges such as:
LLM
Vision
Audio
Local
GPU
Experimental
Show download status directly on the card.
This would improve discoverability considerably.
4. Theme customization
Currently, the app appears to only use Material You / Dynamic Color based on the Android system accent colors.
While I like Dynamic Color, it would be nice if users could choose how the app looks.
Suggestions:
System default
Light theme
Dark theme
Dynamic Color (optional)
Some users prefer a neutral dark/light theme instead of Material You colors, and not every Android device supports Dynamic Color equally well.
Giving users the choice would make the app feel much more customizable.
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UI/UX Suggestions and Feedback
Hi! 👋
First of all, thank you for your work on this project. I really enjoy the concept of running AI models entirely on-device, and the app already has a clean foundation.
After using it for some time, I wrote down a few UI/UX suggestions that could make the app feel even more polished, modern, and intuitive. None of these are major issues—they're mostly quality-of-life improvements and visual refinements.
I'd love to hear your thoughts!
1. Improve the loading experience
The current "Initializing model" screen feels a little empty and doesn't provide much feedback.
Some ideas:
This would reassure users that the app is working normally, especially on slower devices.
2. Improve the visual hierarchy
The interface is clean, but many cards have almost the same visual weight, making screens feel a little dense.
Suggestions:
This would make the interface easier to scan.
3. Differentiate model cards
Most cards look very similar.
Some ideas:
This would improve discoverability considerably.
4. Theme customization
Currently, the app appears to only use Material You / Dynamic Color based on the Android system accent colors.
While I like Dynamic Color, it would be nice if users could choose how the app looks.
Suggestions:
Some users prefer a neutral dark/light theme instead of Material You colors, and not every Android device supports Dynamic Color equally well.
Giving users the choice would make the app feel much more customizable.
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