Awful LORA results (blurry)

[Pilot321-ui]

Everything in default, Diffusion in Low Bits in Automatic, model flux1-dev-Q4_0.gguf.

Absolutely blurry results.

It's definitely the LORA, because without it, the image looks just fine. Something is off here, I wasn't getting such awful results before.

Tried a couple of Flux LORAs from Civitai, same blurry result.

Why?

EDIT I just reloaded Forge and everything was running better later. I don't know exactly what was happening.

[ostap667inbox]

Set lower weight for LoRA with GGUF model.
Your example is very typical of what LoRA overweight looks like.

[Pilot321-ui]

Yeah I don't know what happened there, I just reloaded Forge and everything is running way better now.

[freakstritch]

I solved the blurry lora issue by selecting Automatic FP16 LORA - for the diffusion in low bits - not just Automatic.

[evanheckert]

This solved it for me, too. Thank you!

[sjorspa]

I had a same issue were a Lora would not work at all, with automatic it did not work, after setting it to bnb-nf4 (fp16 LoRA) it worked.
I first thought it was on the training, but after creating 3 loras I finally found it :D

[Weatherby43]

I was fine, updated over the last couple days (happened on restart) and now my lora images look like crap too. Way over cooked and or just like a 70s screen capture off tv...artifacting bad. Nothing changed prompt/weight wise. Out if the blue images just went from crip and clear to artifacts all over and poor quality. I suspect something beyond too high lora weight, or it would have been doing this all along. And it's every lora causes the problem.

[freakstritch]

do you have FP16 LORA selected?

[ostap667inbox]

After the updates of the last few days forge started to produce a lot of blurry pictures, regardless of whether LoRA is additionally enabled or not

[wesux]

I'm noticing the same thing. I can get a few crisp pictures then they all go blurry. Also blurry when using Lora right from the start.

[Juqowel]

If you are using "white background" prompt - looks like the problem with FLUX itself.
https://github.com/black-forest-labs/flux/issues/107

[OFF-AI]

That does'nt look blurry to me. It looks like the wrong CFG scale. It could be that you need to consider if its a distilled or dedestilled Lora (or checkpoint).