A simple workflow for Klein family models in the first row was developed for 9b and 4b distilled versions, but it should work for base models with minimal changes (such as replacing ConditioningZeroOut with negative conditioning).I had to do a downgrade of my node Save Image because I spent several days battling with the Comfyui registry scanner and couldn't find another solution. If a prompt is sent to KSampler via any transformation like my anyconcan node, but it won’t extract or save metadata. The solution: manually enter positive/negative in Save Image.Since for three months, despite my request, I haven't received a single feedback on the 🚩vX Latent versions of this workflow, I've concluded that it's unnecessary or pointless. 🚩v2.5 Latent will remain the last public experimental release and stay private. Ordinary versions will continue to be released as usual.🚩vX Latent This is an experimental versions of the workflow. It’s not intended for general use (though it might still work as a regular one🟢). The main goal here is to slow down degradation when editing images individually by one-by-one editioning. Typically, using VAE decode artifacts appears after 3–5 edits, which can be addressed by simply removing the latent encoding/decoding steps via two nodes: Latent Loader and Latent Save. This approach fully bypasses VAE entirely for preview purposes—only to use it during editing previews.I implemented a chain of K-samplers and used a specific schema; while there are no visible artifacts, over time the colors fade slightly, but this is still better than the standard Edit mode.<s> If you try it out, please provide feedback about this workflow (whether positive or negative)</s>. I recognize that other methods exist for restoring images, but they’re much more complicated—so I’m exploring this approach first.At least for now, changing the size in Latent Edit mode isn’t available. It’s possible, but it comes with many limitations; I didn’t find the way I like. So you’ll have the same size as what was saved (.latent file).

Flux2 Klein 9b/4b simple workflow (TXT2IMG, IMG2IMG, Edit, Inpaint, Outpaint, metadata export for Civitai, SeedVR2)

<ul><li>Changed the Load Diffusion model node to my own.</li><li>Pinned Control nodes.</li></ul>Requaring<a target="_blank" rel="ugc" href="https://github.com/DemonAlone/DemonAlone-nodes-ComfyUI"> DemonAlone-nodes-ComfyUI </a>v5.5.0 or newer.

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