Multi-image edit (3 refs): artifacts at true CFG, fine on Lightning — reference-content dependent
Hugging Face Forums [Unofficial]
May 5, 2026
To be honest, I’m going to put this on hold for now. Because it works well with all the characters I’m trying to create—even the anime character with the fox tail :D. It only had issues with one of them. If I remove the negative prompt and tweak the prompts a bit, it works out. But it’s still very fragile. I’ll set aside more time later to find a solution for this. But for now, I’m skipping it.
Thanks anyway for the detailed explanation. I’ve read some of it, and I’ll read the rest when I get back to this problem.
But actually, I don’t think we even need a reference image of the back (unless there’s a tattoo or something). Because I think the front view can produce an optimal result in rear shots as well, based on the waist-to-hip ratio.
But I’d like to add something. In my opinion, Qwen Image Edit 2511 really does produce results with consistent quality. Maybe I haven’t even managed to find the optimal settings yet, but it’s great. Since it generates scenes from scratch, it retains that AI-generated look. That’s why I’m trying out some LoRa’s that work well with text-to-image generation.
Discussion in the ATmosphere