So, this is another quality restore 2 steps pipeline. Use both loras in presented (or built in second image) workflow (I tried them both in 1 single pass - wasn't very good as I remember, but may be wrong, it was late night).TLDR:Denoise lora - maid to clean grain from pics (sometimes Klein and other models thinks that grain is ok and lefts it, and don't do with picture nothing).Overall quality lora - for enhance image quality (it was maid first, but works not always because of grain), it is pretty good at deblur.===========================================Flux 2 model take from here (v1): <a target="_blank" rel="ugc" href="https://civarchive.com/models/2339723/flux2-klein-9b-true?modelVersionId=2631758">https://civarchive.com/models/2339723/flux2-klein-9b-true?modelVersionId=2631758</a>Yeah, there's v2 version now, but I did some tests and results was not very good (default flux2 9b base model also works not very good).Denoise trigger: d3gr4in, delete grain from this photoOverall quality trigger: f1xThephoto, fix this photo (add ", restore the image quality, remove any compression artefacts, remove any haze and soft edges, create a professional photorealistic photograph with natural lighting" for better result).Overall quality lora (lora 2) inspired by this: <a target="_blank" rel="ugc" href="https://civarchive.com/models/2474084/ultimate-upscaler-klein-9b">https://civarchive.com/models/2474084/ultimate-upscaler-klein-9b</a>which works fine almost all the time, but I got one old photo on which I test pretty often various new stuff and upscaler lora (and all the others I tried) doesn't affects on it. So, I start to dig, created my own quality recover lora (lora 2 here), noticed that it's also not working on old photo, noticed that Klein2 and much others just sees photo grain and thinks that it is normal and not cleans it, so I create one purpose kinda denoise lora (lora 1 here) which cleans photo of grain and some other pixel stuff, and than Klein 2 can see beyond the grain fog.Not tested it all much, believe it may not work for some special photos.For addition - you can upscale result with SeedVR2 (not included in wf, maybe other day).Known issues:Denoise lora:*sometimes removes freckles from faces (and some other small repeating details). May be fixed by using additional consistent edit lora for flux2 (this works nice <a target="_blank" rel="ugc" href="https://civarchive.com/models/1939453/consistence-edit-lora?modelVersionId=2810265">https://civarchive.com/models/1939453/consistence-edit-lora?modelVersionId=2810265</a>, better than 20260416 release).Overall quality lora:*sometimes can turn night into day in landscape pictures.*may increase lips color (and makes colors brighter than on original picture, I trained it that way, but now I think it can change sometimes whole mood of the picture).

Another quality photo restore with Flux 2 Klein

Use this in pair with Denoise lora in presented workflow (not at the same time, workflow separates them in two steps).

flux2base9b_recover_photo_v1_copy_copy_000001500.safetensors

Flux29bImageQualityRestore_v1.zip

Overall quality lora

Denoise lora

Use it in pair with Overall quality lora in presented workflow (not at the same time).

Files with SHA256: c9518b8bd19050f19c4c1cda79c4822521bebd0d44ab6314413d81f57be21413