Showcase images are base model (left) vs LoRA (right).
This LoRA does two things:
Allows generating at higher resolutions. 1536 works without any major issues, and even 2048 (4 MP) now works without completely falling apart.
Slight aesthetic increase toward higher-quality images.
It is trained on 10,000 high rated Danbooru images, with mixed-res training at [512, 1024, 1536] resolutions. The images are sampled to have a more even balance of SFW/NSFW and male/female (because otherwise, selecting on ratings only, you would get almost 100% NSFW female). The aesthetic boost is fairly weak, and is prompt dependent. It is not targeting any particular aesthetic, but simply "high rated Danbooru images", so there is still a lot of stylistic diversity, and hence the LoRA's effect is subtle.
Description
Trained on preview3.
FAQ
Comments (30)
Did a quick test with a Preview3 trained character Lora and stacking the highres lora seems to work fine. It helps A LOT with backgrounds from my check on x1536 base resolution.
Keeps style of character Lora fully intact.
looks like WAIslop ngl
Touchdown-R_MIX_31based.safetensors
If the same training step target is set,
will training
sequentially 10 epochs of [512] > [1024] > [1536]
be more beneficial for high-resolution details than 10 epochs of [512, 1024, 1536]?
I know the latter has already been implemented in the script, while the former requires manual operation in a certain sense.
Damn these loras are fire!
"The images are sampled to have a more even balance of SFW/NSFW and male/female (because otherwise, selecting on ratings only, you would get almost 100% NSFW female)"
Thank you for addressing this, you guys are truly gods ❤️🎉
Add anima support for WaveSpeed. With my highres fix config, it can reduce highres fix sampling time by up to 70%.
Add it just before highres fix and after base image sampling.
object_to_patch: diffusion_model
residual_diff_threshold: 0.200
start: 0
end: 1
max_consecutive_cache_hits: 2 residual_diff_threshold_end: 0.300 threshold_schedule: linear num_always_run_blocks: 4
enable_diagnostics: false
https://github.com/WalkingMeatAxolotl/Comfy-WaveSpeed
广告哥,草草
good
It definitely helps at 1024x1536 and above with complex prompts. At the same time it seems to reduce amount of details, which is really counter intuitive. Here is an example of simple prompt that preview3 handles generally well even without this lora at 1024x1536 https://civitai.com/images/127489918
At lower resolutions it is even more noticeable.
That "colorfix" LoRa is terrible, doesn't really fix anything and mostly the culprit that reduces details.
@NanahiraFan huh? I have comparisons on page, tf are you mumbling about? Show yours or gtfo
@Volnovik Your comparison isn't worth much when you're using a LoRA for a "semi-real" style when all it does is replicate the shitty SD1.5 default AI look lmao.
People aren't obligated to give comparisons to disagree with you btw. And if you're gonna do a comparison, at least do it properly, remove every other LoRA so you know it's not a LoRA fighting with another LoRA. You're comparing this LoRA, not colorfix or Semi-R style.
@upscaleanon537 that's not how loras work. But you can do it yourself. There will be 0 difference, but effect would be less noticeable, since preview3 sucks in details in general
@Volnovik It literally is how LoRAs work, you have multiple LoRAs fighting over what the output should be like and it makes no sense to add irrelevant LoRAs to whatever you're comparing. And when you use SD1.5 slop ass style, it speaks volumes about bad you are lmao.
If preview 3 sucks with details, then you're just bad. I've seen plenty of gens that have amazing details. But your gens looks like they're stuck in 2023
@upscaleanon537 none of the loras were trained on resolution above 1024 so you are simply wrong. Regarding style, anyone can just take a look at your shared images to get the idea that there is no discussion here. Even if you take into account subjectivity
@Volnovik even if the loras weren't trained above 1024 that doesn't mean they affect the image at resolution beyond 1024. also you can get around the issue you were having by just loading up the model just for your upscaling ksampler.
where is the realism lora
asking for realism lora for anime only model is next level idiotism
bro are you fr rn
Given the existence of models like Flux and Zimage that specialize in realistic images, why are you still asking an anime-specialized model to generate realistic images?
good improvements for higher res generations, and helps a lot with some subjects that were not fully covered by the preview 3 checkpoint yet, but it does seem to be a bit too sfw. the idea of a balance is not just good but greatly appreciated but you might want to increase the number of imaged used. Also... is gemma really the best at tagging? Personally I found it to be a bit too "safety conscious" for that kind of work. Then again, I think it might just be up to the mproj used and luck. Sometimes you get good tags, sometimes the vision model just goes over detail as if it's not there.
Oh and... depending on the prompt, that "little" detail you bring up is a LOT more impressive that you make it sound in the LORA description.
Base 1.0 update when? Really doesn't seem as great on Base 1.0 maybe I'm crazy
Applying a LoRA to the latest Anima Base V1.0 checkpoint slightly changes the image style, especially in terms of contrast and saturation.
In comparison, the previous Preview 3 checkpoint had excellent compatibility and caused almost no stylistic changes.
If possible, I would appreciate an update based on the latest checkpoint.
I also found the details to be lost and got a much worse prompt adherence BUT I disagree this is 'counter intuitive'. You can load up the model just during upscale and you get all the benefits of the model.
There is no reason to use this model on base since it was already trained at 1536. This is a lora for preview3
@Volnovik ok cool then don't use it...?
Please can you update this great LORA and maybe your RL one but for the Base version. Thank you.
this need a base version!
great for detailed clothing
Details
Files
anima-highres-aesthetic-boost.safetensors
Mirrors
anima-highres-aesthetic-boost.safetensors
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anima-highres-aesthetic-boost.safetensors
Available On (1 platform)
Same model published on other platforms. May have additional downloads or version variants.



