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Instagram UI Frame Concept LoRA (Experimental/Test)

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Updated: Oct 19, 2026

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bf16 SafeTensor

instagramui.safetensors

BF16, good balance • 175.11 MB

Verified:

Type
LoRA
Stats

128

0

Reviews

(17)

Published

Oct 16, 2026

Base Model

Anima

Hash
AutoV2
EF611A934B
Trigger Words
instagram_ui_frame
username 'your_name', description 'your text'

The Anima Model is licensed by CircleStone Labs LLC. Copyright CircleStone Labs LLC. IN NO EVENT SHALL CIRCLESTONE LABS LLC BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING FROM, OUT OF OR IN CONNECTION WITH USE OF THIS MODEL.

Built on NVIDIA Cosmos

00020-2184250928.png

This is an experimental concept LoRA designed to generate an Instagram mobile app interface frame around your generated characters.

How to Use:

  • Resolution: Works best on vertical mobile aspect ratios like 896x1152.

  • Prompting: Wrap your custom text in single quotes: instagram_ui_frame, username 'your_name', description 'your text', 1girl, solo...

Current State & Limitations:

  • This was a test to see what would happen with the UI element training.

  • It does not work 100% perfectly and can sometimes warp the layout.

  • Note: In my tests, the description tag wasn't working properly.

After countless attempts to train a LoRA for this, I've come to the conclusion that it's either going to have a significant impact on the style and quality of the generations. The UNet just doesn't seem capable of reproducing text reliably enough, and training the TE on Anima isn't recommended anyway. Though, I tried both approaches.

At this point, the Photoshop approach seems like the more practical solution, lol.

This is the last version.