'Water' or 'Ripple' generated weird result in background-studio-beta-2025-03-17 model, compared to v3 model

When I include the word “water” or “ripple” to generate a background, the studio model generates weird wave patterns that look like the middle of the Atlantic Ocean.

What I actually want is the natural and soft ripples I was able to get in v3, but even when I try multiple prompts with / without expand prompt, I can’t seem to achieve a similar result.

Is it possible to train the model specifically for certain words? Or is there a way to obtain results similar to the v3 image outputs I attached?

It seems that only with “water” the studio model performs particularly poorly.
Thank you.

Studio model result

prompt: shallow water flow texture background
result background_seed: 3880856965,
expand prompt

Cannot attach v3 model result because new user can post only one image at once. Please check with background seed below.

prompt: “shallow water flow texture background”
result background_seed: 1703581436
expand prompt

Hi there,

We are looking into this for you. Would you mind sharing examples of the desired image output from the previous model you used? (Output image file attachment would be great).

thank you!

Thanks for reply!

I attach desired output image with params.
In v3, Prompt with ‘ripple’ or ‘water‘ generates more fine result than studio.
In Studio, most of result looks like swimming pool. My desired background seems like shallow stream, brook.

v3 model output

prompt: “shallow water flow texture background”
result background_seed: 1703581436
expand prompt

Thank you! We are taking this feedback back to our machine learning team for their visibility.