🏆🏆🏆 MY BOUNTY IS LIVE 🏆🏆🏆 Looking for BEST images for Cinematic Realism!
https://civarchive.com/bounties/10855
This workflow UNLOCKS the full potential of Z-Image. It generates pixel-level fine realistic details with very fast gen speed, for both foreground and backgrounds!
I spent months researching and experimenting Qwen hyper realism and now weeks of chasing after Z Image realism, and I'm now sharing my full workflow with this release, you might find it useful to use.
Thanks for the shoutout by Z Image dev team TongyiLab!! https://x.com/Ali_TongyiLab/status/2000762326136578121
v2.2 Key features: (see compare pics in v2.2 post, not going to make v2.3 until I find another significant image quality boost technique)
NEW Detail vs Cinematic master controls. Now users have full control over this!
NEW Quick reuse prompt section, one click regen image with new seeds
NEW Figured out Z Image fp32 noise issue, attached fix suggestions
Achieve realism across broad range of fictional/nonfictional prompts
Get high details up close AND far away in background
Maintains realistic skin/texture through main image and through upscale
Very fast initial generation, upscale optional.
Uses my Loras to achieve higher detail density & improved composition
Built in high quality+fast dual workflow/stand-alone upscaler
High quality Upscaled Inpainter
Realistic PBR like having nice specularity and sharpness of edges and good metalness
Easy to use workflow that won't require per-image tweaking
Photographer style Neutral image output with max color range
Clean 3D structure such as building lines and objects
❤And if you want to incorporate some parts into your workflow, I would love a mention too! 🏆MY CINE REALISM BOUNTY IS LIVE: https://civarchive.com/bounties/10855
Note: This workflow works much better with my Cinematic and CyberHD Enhancer loras since they increase the resolution of the details and textures.
FLOWMATCH NOISE FIX: ComfyUI beyond 0.3.77 changed the default UNET torch weight dType, for many users it used to default to fp32. FlowMatch is sensitive to this, and works best with fp32. To set the toggle, edit your .bat file for launching ComfyUI, and add to the end: --fp32-unet
Comparison article here: https://civarchive.com/articles/24424
IF YOU ARE NOT GETTING MY LEVEL OF DETAIL/NOISY IMAGE:
It probably means your Flowmatch isn't working. You MAY get this error log: The config attributes {'stochastic_sampling': False} were passed to FlowMatchEulerDiscreteScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file.
(I had to downgrade to ComfyUI 0.3.77 to work)
(SECURITY ALERT: DEC 29: FIXED in my Workflow v2.01 REMOVED: RMBG nodes from AILAB. Security Vuln in nodes.
Usage Guide:
Just toss in a prompt and it'll just work!
Let me know if you have any questions/guidance requested in comments.
Description
Added Ultimate SD Upscaler full section for high quality upscaling (works with low vRam too)
Added blend settings back to the Noise Removal
FAQ
Comments (20)
I was really looking forward to this workflow and want to use it, but installing the necessary nodes for this workflow prevents ComfyUI from launching. Even when I perform a complete clean reinstallation of ComfyUI to the latest version and then install the nodes, I encounter the following error, and the server does not run:
### Loading: ComfyUI-Manager (V3.38.3) [ComfyUI-Manager] network_mode: public ### ComfyUI Version: v0.4.0-39-gffdd53b3 | Released on '2025-12-16' [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/alter-list.json [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/model-list.json [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/github-stats.json [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/extension-node-map.json [ComfyUI-Manager] default cache updated: https://raw.githubusercontent.com/ltdrdata/ComfyUI-Manager/main/custom-node-list.json Warning: GroundingDINO not available. Text prompts will use fallback method.
Do you have any advice for me?
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I updated my python to 3.11.8 and reinstall everything and It appears to work.
I'm running 0.3.77 version instead of latest, since version 0.4.0 broke eulerflowmatch for me (and some people).
@luneva I updated my python to 3.11.8 and reinstall everything and It appears to work.
@luneva it's not working on 0.4.0 Im will downgrade to 0.3.77 =)
@F4nta5IA good luck hope it works!!
It works well and the results are beautiful. However, in both version 0.3.77 and 0.4.0, simply installing the comfyui-rmbg node causes an error and prevents the server from starting. When I deleted the node folder and reinstalled onnxruntime, the server started normally again.
It’s a bit unfortunate, but in this version, I’m unable to use the upscaling feature on my system.
@F4nta5IA if you use another node that supports Model based upscaling, then you can use that dirty upscaling section. And then of course you should be able to use the full upscaling section with ultimate SD upscaler.
Can you use FlowMatchEulerDiscreteScheduler in ClownsharKSampler? It seems like I couldn't.
I override it with the connected sigma instead
@luneva please luneva, can you explain how? Thanks. Your workflow is superb!
@juanma2k358 @caissonfiv ok I think I understand your questions now. I actually explained it in the notes in workflow and also in my model description, but here's the summary: There are 2 main bugs. 1) You need to be using the latest version of the flowmatch custom node, because there is an update that makes it not overwritten by Res4Lfy's install. 2) The newer version of ComfyUI (anything above 0.3.77) will cause some users (including me) to have very noisy Z image pictures, even when using Flowmatch, because it makes Flowmatch secretly not work without any warning.
@luneva I'd like to know if the custom FlowMatch module that needs updating is ClownsharKSampler, or exactly which module it is. I understand everything else perfectly. Thank you so much for your invaluable help and your enormous contribution to the community with this fantastic workflow.
@juanma2k358 thank you for saying that =) I think so far I spent 200+ work hours on creating and improving this workflow at least... This is the flowmatch custom node I'm referring to: https://github.com/erosDiffusion/ComfyUI-EulerDiscreteScheduler
@luneva very thanks! Merry Christmas!
@juanma2k358 Merry Christmas =) 🎄🎄🎄
IF YOU ARE NOT GETTING MY LEVEL OF DETAIL: It probably means your Flowmatch isn't working. You MAY get this error log: The config attributes {'stochastic_sampling': False} were passed to FlowMatchEulerDiscreteScheduler, but are not expected and will be ignored. Please verify your scheduler_config.json configuration file.
(I had to downgrade to ComfyUI 0.3.77 to work)
I don't know if it's related, but I only get this error with the latest version of Comfyui:
loaded partially; 0.00 MB usable, 0.00 MB loaded, 159.87 MB offloaded, 13.50 MB buffer reserved, lowvram patches: 0
comfy_extras.chainner_models is deprecated and has been replaced by the spandrel library.
Could not find full path to checkpoint “Z Image”
ComfyUI-Image-Saver: Invalid additional hash string: ‘’
ComfyUI-Image-Saver: Invalid additional hash string: ‘’
ComfyUI-Image-Saver: Invalid additional hash string: ‘’
ComfyUI-Image-Saver: Invalid additional hash string: ‘’
ComfyUI-Image-Saver: Downloading model info for ‘ ’.
ComfyUI-Image-Saver: HTTP GET Request failed with error code: 404: Not Found
ComfyUI-Image-Saver: Downloading model info for ‘3E488921673E’.
ComfyUI-Image-Saver: HTTP GET Request failed with error code: 404: Not Found
Prompt executed in 305.92 seconds
It is unrelated, it's just that saver node's problem. It doesn't cause any problems though aside from the log spam.
Man, your LoRA combined with your workflow is fire!
Thank you very much! v1.7 is almost ready, it is another settings tuning based on a lot of my own and other user test results.