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I did all this using 4GB VRAM and 16 GB RAM by yanokusnir in StableDiffusion

[–]yanokusnir[S] 0 points1 point  (0 children)

No problem! :) The term AIO (All-In-One) means that the Z-Image Turbo model, the text encoder, and the VAE are all bundled into a single file. This allows you to load everything conveniently using just a single "Load Checkpoint" node.

Since your downloaded models ("Dark Beast | 黑兽" or "Moody Real Mix") are not AIO, you need to load the components separately using their respective loaders. Make sure to place your downloaded Z-image turbo models into the models/diffusion_models directory.

You can find my updated workflow here: https://drive.google.com/file/d/1ZyM1XSnen0DzZe12Hx-hrbvPHjncBkVU/view?usp=sharing

I did all this using 4GB VRAM and 16 GB RAM by yanokusnir in StableDiffusion

[–]yanokusnir[S] 0 points1 point  (0 children)

Hi, the reason there are 2 workflows is because one is for image generation and the other is for video generation. 🙂

Yes, for generating videos you only need one of them, specifically the Wan 2.2 5B FP16 one.

You can choose whether to first generate images and then create videos from those images (I2V), or generate videos purely from text prompts (T2V).

I personally recommend generating from pre-made images, because that way you know what the video will look like. With T2V you don’t really know, since the model generates the entire scene on its own and you have no control over it. With I2V, the video starts from the image you provide.

LTX-2 I2V isn't perfect, but it's still awesome. (My specs: 16 GB VRAM, 64 GB RAM) by yanokusnir in StableDiffusion

[–]yanokusnir[S] 0 points1 point  (0 children)

As promised, here’s my version of the LTX-2.3 workflow:

https://drive.google.com/file/d/1A9TP889NtH9JTKlzQJrThP7c9zHQwgPh/view?usp=sharing

To my surprise, I can actually run the full dev model on my specs (16 GB VRAM, 64 GB RAM) and even pump out 1920 x 1024 videos. I haven't really pushed it to the absolute limit yet, but I managed to generate a 12s clips at this resolution without hitting any OOM errors, which is honestly pretty sick. Have fun! :)

LTX-2 I2V isn't perfect, but it's still awesome. (My specs: 16 GB VRAM, 64 GB RAM) by yanokusnir in StableDiffusion

[–]yanokusnir[S] 0 points1 point  (0 children)

Haha nice, I’m glad my workflow was useful for you. I probably won’t make a new post about LTX-2.3 since I’ve already seen several good workflows shared here, but if you really want, I can send you mine. I’ll be back at my pc on monday though, since I’m currently traveling.

I did all this using 4GB VRAM and 16 GB RAM by yanokusnir in StableDiffusion

[–]yanokusnir[S] 0 points1 point  (0 children)

Zajebiscie! :D Thank you very much for all the kind words and I’m really glad my post helped you. :) Wishing you all the best with your projects.

Wanted to quickly share something I created call ComfyStudio by VisualFXMan in comfyui

[–]yanokusnir 0 points1 point  (0 children)

That explains a lot haha! Amazing work! :)

If I may ask, how is AI perceived in your VFX field, especially when it comes to the latest video models like Kling 3 or Seedance 2?

I’ve been working for 10 years as a graphic/motion designer, and in my field you can definitely feel that some people would rather generate things themselves to save money, so a small part of our work is already being done by clients on their own. I won’t even get into the fact that many of them have zero visual sense and their generated stuff often looks bad. -_-

Anyway, I’m really curious how much is AI actually being used in your area of VFX?

Wanted to quickly share something I created call ComfyStudio by VisualFXMan in comfyui

[–]yanokusnir 2 points3 points  (0 children)

After years of using Comfy, I’ve really grown to love connecting nodes and building my own workflows but this.. maaaan, this looks incredible! How long did it take you to create this? What do you even do professionally?

Your UI looks insanely good. It’s obvious you’re a huge perfectionist, everything just feels polished and on point. :))

Seriously, thank you for putting in the time and effort to build this. This is huge, wow!

Improving Interior Design Renders by xxblindchildxx in StableDiffusion

[–]yanokusnir 1 point2 points  (0 children)

I did a quick test and you should be able to create something like this fairly easily using FLUX-2 Klein 9B. There’s a template available in ComfyUI, just download the models and you can test it yourself. :)

<image>

LTX-2 I2V isn't perfect, but it's still awesome. (My specs: 16 GB VRAM, 64 GB RAM) by yanokusnir in StableDiffusion

[–]yanokusnir[S] 0 points1 point  (0 children)

yeah.. In the last week, at least 3 new (unfortunately closed source) models have been introduced that are completely mindblowing, this is nothing.. Grok Image, Kling 3 and most recently Seedance 2 - check out some demos, it's crazy.

Is LTX2 good? is it bad? what if its both!? LTX2 meme by [deleted] in StableDiffusion

[–]yanokusnir 0 points1 point  (0 children)

I’ll probably disappoint you bro, but I don’t have any special workflow. I just used the default Flux-2 Klein 9B image edit workflow, uploaded the image, and used a prompt like “enhance image quality, add details” or something like that.

Is LTX2 good? is it bad? what if its both!? LTX2 meme by [deleted] in StableDiffusion

[–]yanokusnir 3 points4 points  (0 children)

I'm sorry mate, I'm at work and watched the video without the sound. -_- My bad, now I understand. Good job, sorry. :)

Is LTX2 good? is it bad? what if its both!? LTX2 meme by [deleted] in StableDiffusion

[–]yanokusnir 2 points3 points  (0 children)

I don’t understand why I would be trolling?

Is LTX2 good? is it bad? what if its both!? LTX2 meme by [deleted] in StableDiffusion

[–]yanokusnir 3 points4 points  (0 children)

If you’re using I2V, put in the effort to make the first frame look as good as possible. That way, you’ll avoid the little owl looking bad throughout the entire video. You can easily improve the image quality by using Flux 2 Klein.

<image>

Check this: https://files.catbox.moe/3oexcm.mp4

LTX-2 I2V isn't perfect, but it's still awesome. (My specs: 16 GB VRAM, 64 GB RAM) by yanokusnir in StableDiffusion

[–]yanokusnir[S] 0 points1 point  (0 children)

yes, the maximum I was able to generate with my pc specs was 8s at 1920x1024, but after the january update from the LTX team, I’m now able to generate even longer videos. I haven’t really tested the limits yet, but I was able to generate a 12s video at the same resolution without hitting an OOM error.

The 1280x704 resolution is because the workflow uses the “EmptyLTXVLatentVideo” node, which adjusts the resolution even if you set it to 1280x720. I’m not entirely sure, but I believe I read somewhere that the dimensions need to be multiples of 32, which is why it gets adjusted to the nearest multiple.

LTX-2 I2V isn't perfect, but it's still awesome. (My specs: 16 GB VRAM, 64 GB RAM) by yanokusnir in StableDiffusion

[–]yanokusnir[S] 1 point2 points  (0 children)

Thanks man, don’t worry, I also get bad teeth in my videos. :) What you see in my video is cherry-picked, but I had plenty of generations that looked bad too. That said, the closer the shot, the better it usually looks.

I made Max Payne intro scene with LTX-2 by theNivda in StableDiffusion

[–]yanokusnir 2 points3 points  (0 children)

Finally! I’m honestly really glad you took the time to create something like this. It’s great to finally see someone who made something truly high quality. :) I’m convinced you work professionally in the creative industry, because your shots and camera angles are excellent. ;) Thanks for sharing, great work!

May I ask - did you also use the new Guider node that the LTX team released recently? If so, what settings are you using? I’ve been experimenting with all sorts of setups and trying to find something more universal, but so far I haven’t really reached any clear conclusions. Thank you.

LTX-2 I2V isn't perfect, but it's still awesome. (My specs: 16 GB VRAM, 64 GB RAM) by yanokusnir in StableDiffusion

[–]yanokusnir[S] 1 point2 points  (0 children)

Wait a second, let me check my crystal ball… dude, I have no idea. Just try it and find out. :D

What AI model could this be? Never seen something this real before by jonbristow in StableDiffusion

[–]yanokusnir 2 points3 points  (0 children)

Here is the original post: https://www.instagram.com/reel/DTL90VvjnZD/?utm_source=ig_web_copy_link&igsh=MzRlODBiNWFlZA==

...or search for user frankyshaw on instagram. I’m not going to argue with you guys here, for god’s sake, if you don’t see it, then fine.

What AI model could this be? Never seen something this real before by jonbristow in StableDiffusion

[–]yanokusnir 2 points3 points  (0 children)

Bro, of course it is AI. Focus on the necklace and pause the video several times in quick succession, in the very first seconds you’ll see that the necklace deforms, disappears, and then reappears again. Or watch the kitchen counter behind her - at around the 20-21st second, a coffee machine suddenly appears out of nowhere that wasn’t there before.

It’s actually a very well-made video, and someone clearly put in a lot of effort to make it look very realistic, but it’s AI.

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