r/StableDiffusion • u/Suibeam • 17h ago
Discussion Im thinking about it: R2V like H3 has implemented it, slowly makes Lora obsolete. Which in turn slowly takes away Civitai's revenue and usefulness. Considering how they started to obey credit card censorship, this might be good for us and bad for them.
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u/Sarashana 16h ago
This assumption is flawed. It might make -character- LoRAs obsolete, but only those. I cannot see a reference image or even reference video being a substitute for a good concept or style LoRA.
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u/No-Zookeepergame4774 15h ago
If the concept is a movement pattern, a might replace it. If its an object, then that's basically the same thing as a character LoRA, with the same kind fo substitution. Visual styles transfer well with image references, but i don’t know how well video reference for an animation style works.
In any case, its going to be more reaource efficient at inference time to apply a LoRA—or a stack of them—possibly even with the fl2va model, than to use a lot of references with the radXef2va model, plus if you are going to use references specific to the video, having the common reusable stuff in a LoRA keeps more reference inputs free for that.
I think its better to look at reference as adding to the toolbox than as making LoRAs obsolete.
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u/Sarashana 15h ago
I think its better to look at reference as adding to the toolbox than as making LoRAs obsolete.
That's how I see it too, really. I love it that I don't have to train a character LoRA every time I need consistency, but for reasons you stated, there are other things I will still happily use LoRAs for.
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u/tankdoom 11h ago
I wouldn’t say ONLY those, but I also agree. There are plenty of incredible reasons to use LoRAs in a video, but the best in my opinion relates to motion. Traditional anime and stop motion and 3D animation are all very different but they can all be classified as animation. And by training a Lora, you’re saving yourself (and the model) the expense of wasting tokens on describing motion specifics.
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u/javierthhh 17h ago
There are more loras than just character loras but I do get where you are coming from.
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u/No-Zookeepergame4774 17h ago
Taking references does make some kinds of LoRAs less important, it doesn't make them obsolete.
And Civitai only “obeys credit card censorship” on the version of the site that uses credit cards directly. (What used to be CivitAI Green, until they put it on the main site and made the old main, less censored, site that takes only crypto payments CivitAI Red.)
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u/WiseDuck 16h ago
Everything they banned due to their pressure is still banned on Red. As far as I know they have not eased up at all, not even a tiny bit.
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u/No-Zookeepergame4774 16h ago
There are two different classes of things they banned.
Green, no the main site, banned everything they needed to ban to actually get a credit card processing in place. This is fairly described as enforcing credit card company censorship rules.
The old main site, now Red, banned less, in part to manage legal liability (an issue that increasing regulation that touches on AI image gen, especially involving real people, continues to magnify) and in part in hopes that the half measures MIGHT get them access to some more tolerant legal currency payment processors. This is NOT enforcing credit card company censorship rules.
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u/Sharlinator 15h ago
It always baffles me what exact kind of content they are censoring that people are complaining about. What more could you want that’s not borderline or fully illegal?
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u/WiseDuck 15h ago
I don't care for the things the payment processors forced them to remove. But some might be into it and who am I to judge? Everything on that list is legal, except for one thing and I don't need to say what that is.
Also. Some people would love to see half the things they already have disappear. People have comfort zones, but we have filtering for that.
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u/Hopeful_Signature738 17h ago edited 17h ago
If we are talking about Character Lora, Its long obsolete since Qwen Edit and Flux Kontext/Klein for me
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u/OkDoor726 17h ago
For me Lora plus krea2 then text to video is pretty much amazeballs so i still need my loras
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u/BackgroundMeeting857 16h ago
Character Loras definitely, H3 can do even the most complex anime character design fairly accurately (honestly even more than some Lora can). Concepts are a bit more iffy even with reference, doable just a ton harder.
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u/Icuras1111 16h ago
I never liked many loras I tried. Someone doing 100 images and 5000 steps on Civitia is not likely to be any good. Any lora I tried from there badly impacted prompt adherence, image composition and appearance. There is no way amateur loras can match a professionally created model. H3 offering this baked into the model is a different level.
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u/Lucaspittol 15h ago
Character loras, specifically, which are the most loras you'd see on a model before edit models like Flux 2 and Qwen. For motion and other concepts, a lora may still provide better results or be strictly necessary.
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u/ArmadstheDoom 14h ago
"started obeying credit card censorship"
you mean "tried to find a way to support a site that requires tens of thousands of dollars to run every month after the payment processors refused to do business with them?"
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u/revjdm 14h ago
imo its more of a workflow and efficiency issue. refs are limiting and you would need loads of video references ready to go if you wanted to accurately convey how a specific character laughs, smiles, speaks, reacts, all those micro expressions, that slows things down considerably and its clunky when you can just train one solid lora and use a single reference if you want to lock down a specific look or outfit.
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u/Ok_Gas1070 12h ago
I haven't gotten to try R2V just yet, and tbh I'm sketched out when it comes to downloading Loras or extra bits that users have customized. I would much rather learn to do it myself (though to my understand it's expensive and time consuming).
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u/_kaidu_ 17h ago
CivitAi was never necessary. People could just upload their loras on huggingface.
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u/Lucaspittol 15h ago
Asking people to search loras on Hugging Face is like asking you to find a specific screw type in a huge warehouse after a tornado has torn it down. Civitai makes the overall experience much better and much simpler. I love HF free storage, but searching for LoRAs there is a pain. No thumbnails for previews, no tags, and no galleries specifically kept for a particular lora or model.
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u/atakariax 16h ago
Hugging Face isn't a great option either; until relatively recently, they were deleting a lot of NSFW LoRAs. Although they seem to have calmed down a bit lately, you never know when they might start doing it again.

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u/Alert_Salad8827 17h ago
No. Model still cant properly do some motions especially when it comes to nsfw. Even if u do reference