SUPIR: Best Stable Diffusion Super Resolution Upscaler + full workflow.

Do not buy workflows: it's a grift that hurts creators like myself (and your wallet)

▬ LINKS REFERENCED ▬▬▬▬▬▬▬▬▬▬▬▬
Installing xformers: pip install -U xformers --no-dependencies (within your python env, evidently)

▬ TIMESTAMPS ▬▬▬▬▬▬▬▬▬▬▬▬
00:00 - Introduction
00:22 - Cloning SUPIR wrapper nodes
00:47 - Installing xFormers
02:04 - Downloading SUPIR models
02:47 - Building the workflow
03:11 - Adding moondream LLAVA model
04:01 - Going through SUPIR settings and recommendations
06:42 - Finalizing the worklow
07:11 - First results
08:10 - Improving the workflow and lowering vRam requirements
09:23 - Testing all the things
09:50 - Improving results
10:23 - More results
10:53 - Comments vs Magnific
11:30 - Conclusion

▬ SOCIALS/CONTACT/HIRE ▬▬▬▬▬▬▬▬▬▬▬▬

[stephantual]

Update: 3/29/24 (yes it moves fast) - it's been updated again - well about 10+ times actually. Because vRAM is still a concern, I've made it available as a one-click app at tinyurl.com/supirv2, and updated the downloadable worfklow to reflect the addition of better Lightning support as well as LORAs. Cheers! 👽

[muyuliu]

Thank you for your tutorial！ It's really interesting and useful

[bwheldale]

Forgive me if I'm too over-excited but I love every node in this workflow, all a bonus. The switches, DeJPG Downsize, Query, text watermark, and of course the SUPIR Upscaler, all elegantly in one. Sadly I work mostly with low-quality source images almost exclusively. But I'm now getting the best results on the poorest quality source images so far that over the years of trying "this and that". This has made my day! Thank you.

[oplayperuo]

I like that transformer kid in the corner great video

[KichintoKiki]

Yes, even RTX 3060ti 8GB can handle this Workflow for SUPIR. Thanks you. you and Kijai.

[CharlesLijt]

WOW Stephan this is awesome! Thanks for the hard work!. May I ask a simple question regarding the outpainting? Do you know there is any way to do outpainting using "inpaint and Lama" like we did in A1111 webui? All I can find is a preprocessor called Lama Preprocessor for Comfy, But that node can only repaint the whole picture and change the final outputs color for some wierd reason. Is there better workflow to achieve outpainting meanwhile dont change its color and keep the consistency? Thanks in advance dude! you are a legend!

[LumpDigital]

its Xformers necessary to use? It keeps braking my comfy UI instalation

[SyamsQbattar]

how to show CPU, GPU, RAM and VRAM like your Comfyui?

[genAIration]

Hello Stephan! Thx for sharing your knowledge. I want to asking this is work with lightning models?

[RickB]

Great video, thanks for the effort to research & put it together. A question, please. My installation won't load the SUPIR custom node, getting " No module named 'omegaconf' ". Any idea where this came from for you?

[LiptonDa]

i have error
error occurred when executing supir_upscale

[latent-broadcasting]

It's amazing! Any idea on how to process a folder of images in batch? I want to use it for improve the images of a dataset for a DreamBooth

[Strawberry_ZA]

my comfyui shell shows: "Using pytorch cross attention" - no idea how to switch it to xformers... Any help, pretty please?

[ccorkin]

Hey Stephan, I am stumped I keep getting the error (When loading the graph, the following node types were not found: SUPIR_Upscale....), when loading your workflow as well as a few over similar workflows around SUPIR. I've installed the requirement.txt file into the SUPIR custom node folder and nothing...can you offer any advice?

[DarknessEssense]

Hey, I'm getting this error from the interrogator: "ImportError: cannot import name 'ToImage' from 'torchvision.transforms.v2'"
Any idea how to fix please?

[iehvghx]

In the [Load Upscale Model] node, it shows that I am missing the [1xDeJPG_OmniSR.pth] model file. Can you tell me where to download it? Thank you very much.

[greyMB]

Do you think I can use it for making animation?

[cfcmoon]

Error occurred when executing SUPIR_Upscale:

'MemoryEfficientAttnBlock' object has no attribute 'group_norm'
😥

[marcoantonionunezcosinga]

I loved the music you played at min 9:25, and the woman was a little more Asian and came out a little Latin😀

[erikdias]

Great job, thx for this video. I have à error message: omegaconf missing (requirements.txt line 8).
If anyone knows what to do, thanks in advance.
Otherwise, I will delete the files before starting again.