the pormpt "Photo of woman lying om grass" gets blocked. i guess easily outperforms Flux2, SD3, Zimage

#5
by shivshankar - opened

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You can clearly see Ideogram outperforming sd3 in terms of safety, alignment and responsibility. I am so glad Ideogram team protects us from generating indecent imagery such as "w*men"! What would children think if they saw this horrible, lewd image the other model produced!?

just need to structure the prompt. I also had this filter thing pop up a bit.
But after structuring the prompt better (or use LLM for a json prompt), i never see this anymore ;-)

https://huggingface.co/ideogram-ai/ideogram-4-fp8#prompting-guide
https://github.com/ideogram-oss/ideogram4/blob/main/docs/prompting.md

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You can try this system prompt with any LLM node in comfy, or using any llm site:
https://pastebin.com/VihLY5Ct

Ideogram truly seems to support and push for gender discrimination with this move.

i guess this model is just TOO optimized for json prompt and have lost the ability to classify natural language prompts, anyhow, a built-in safety filter is a scum move.

btw, does any of what ideogram did rings any bells? isnt this what stable diffusion 3 did all over again but worse?

  • non commercial license
  • built in safity filter
  • no bf16 weights

Its json prompting "only"
And it creates stunning images if just prompting right

https://blog.comfy.org/p/ideogram-4-day-0-support-in-comfyui

or try here https://huggingface.co/spaces/ideogram-ai/ideogram4

I'm never seeing the filter ever, when I made the prompt json with LLM node in comfy.

Its probably not a safety filter in the way it sounds, the model just fails when the prompt structure is unknown / not correct

But they are working on fixing that

Screenshot_2026-06-04-06-45-55-04_0b2fce7a16bf2b728d6ffa28c8d60efb

The safety filter error was a bit unfortunate, since it might give the wrong first impression
But its easily one of the best open source models, and with regional prompting, its really something

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Ideogram org

The json prompting is mandatory indeed, most of the "safety" filter issues are just the model collapsing on out of distribution prompts. Quick example with the json structure using my prompt builder:

ComfyUI_temp_picqz_00024_

ComfyUI_temp_glgzi_00030_

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Not suggesting my settings are optimal at all, and this is relatively lazy attempt, just to show it's less a safety issue than the model just not working with plain/short prompting.

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