Control the FAL Multiple-Angles-LoRA with Camera Angle Selector in a 3D view for Qwen-image-edit-2511

https://redd.it/1q90gq8
@rStableDiffusion

WOW!! I accidentally discovered that the native LTX-2 ITV workflow can use very short videos to make longer videos containing the exact kind of thing this model isn't supposed to do (example inside w/prompt and explanation itt)

BEFORE MAKING THIS THREAD, I was Googling around to see if anyone else had found this out. I thought for sure someone had stumbled on this. And they probably have. I probably just didn't see it or whatever, but I DID do my due diligence and search before making this thread.

At any rate, yesterday, while doing an ITV generation in LTX-2, I meant to copy/paste an image from a folder but accidentally copy/pasted a GIF I'd generated with WAN 2.2. To my surprise, despite GIF files being hidden when you click to load via the file browser, you can just straight-up copy and paste the GIF you made into the LTX-2 template workflow and use that as the ITV input, and it will actually go frame by frame and add sound to the GIF.

But THAT is not the reason this is useful by itself. Because if you do that, it won't change the actual video. It'll just add sound.

However, let's say you use a 2 or 3-second GIF. Something just to establish a basic motion. Let's say a certain "position" that the model doesn't understand. It can add time to that following along with what came before.

Thus, a 2-second clip of a 1girl moving up and down (I'll be vague about why) can easily become a 10-second with dialogue and the correct motion because it has the first two seconds or less (or more) as reference.

Ideally, the shorter the GIF (33 frames works well) the better. The least amount you need to have the motion and details you want captured. Then of course there is some luck, but I have consistently gotten decent results in the 1 hour I've played around with this. But I have NOT put effort into making the video quality itself better. That I would imagine can be easily done via the ways people usually do it. I threw this example together to prove it CAN work.

The video output likely suffers from poor quality only because I am using much lower res than recommended.

Exact steps I used:

Wan 2.2 with a LORA for ... something that rhymes with "cowbirl monisiton"

I created a gif using 33 frames, 16fps.

Copy/pasted GIF using control C and control V into the LTX-2 ITV workflow. Enter prompt, generate.

Used the following prompt: A woman is moving and bouncing up very fast while moaning and expressing great pleasure. She continues to make the same motion over and over before speaking. The woman screams, "[WORDS THAT I CANNOT SAY ON THIS SUB MOST LIKELY. BUT YOU'LL BE ABLE TO SEE IT IN THE COMMENTS\]"

I have an example I'll link in the comments on Streamable. Mods, if this is unacceptable, please feel free to delete, and I will not take it personally.

Current Goal: Figuring out how to make a workflow that will generate a 2-second GIF and feed it automatically into the image input in LTX-2 video.

EDIT: if nothing else, this method also appears to guarantee non-static outputs. I don't believe it is capable of doing the "static" non-moving image thing when using this method, as it has motion to begin with and therefore cannot switch to static.

https://redd.it/1q94nlk
@rStableDiffusion

VNCCS - 2.1.0 Released! Emotion Studio

https://redd.it/1q907ew
@rStableDiffusion

LTX 2 test on 8GB vram + 32GB RAM (wan2gp) (spanish audio)

https://redd.it/1q9453l
@rStableDiffusion

LTX-2 I2V: Quality is much better at higher resolutions (RTX6000 Pro)

https://redd.it/1q9cy02
@rStableDiffusion

At this point this is just hillarious LTX 2 GGUF Song plus video

https://redd.it/1q9ho95
@rStableDiffusion

Sharing my LTX-2 I2V Workflow, 4090, 64 GB RAM, work in progress

https://redd.it/1q9jmgq
@rStableDiffusion

Fun with LTX2

https://redd.it/1q9os56
@rStableDiffusion

ComfyUI workflow for structure-aligned re-rendering (no controlnet, no training) Looking for feedback

https://redd.it/1q9s0u5
@rStableDiffusion

Nothing special - just an LTX-2 T2V workflow using gguf + detailers

https://redd.it/1q9wwes
@rStableDiffusion

Qwen-Image-Edit-Rapid-AIO V19 (Merged 2509 and 2511 together)
https://huggingface.co/Phr00t/Qwen-Image-Edit-Rapid-AIO/tree/main/v19

https://redd.it/1qa0j7x
@rStableDiffusion

Anime test using qwen image edit 2511 and wan 2.2

https://redd.it/1qa4jk3
@rStableDiffusion

I recreated a “School of Rock” scene with LTX-2 audio input i2v (4× ~20s clips)

https://redd.it/1qb2cfz
@rStableDiffusion

LTX-2 Simplified Workflow 🔥 Distilled Checkpoints or Separated VAE & Transformer?
https://youtu.be/-js3Lnq3Ip4

https://redd.it/1qbao1q
@rStableDiffusion

LTX-2 19b T2V/I2V GGUF 12GB Workflows!! Link in denoscription

https://redd.it/1qbfwkv
@rStableDiffusion

Shout out to the LTXV Team.

Seeing all the doomposts and meltdown comments lately, I just wanted to drop a big thank you to the LTXV 2 team for giving us, the humble potato-PC peasants, an actual open-source video-plus-audio model.

Sure, it’s not perfect yet, but give it time. This thing’s gonna be nipping at Sora and VEO eventually. And honestly, being able to generate anything with synced audio without spending a single dollar is already wild. Appreciate you all.

https://redd.it/1qbb9cd
@rStableDiffusion

A Few New ControlNets (2601) for Z-Image Turbo Just Came Out
https://huggingface.co/alibaba-pai/Z-Image-Turbo-Fun-Controlnet-Union-2.1

https://redd.it/1qb5n1v
@rStableDiffusion

My QwenImage finetune for more diverse characters and enhanced aesthetics.

https://redd.it/1qbdk23
@rStableDiffusion

New UK law stating it is now illegal to supply online Tools to make fakes.
https://redd.it/1qbmb3p
@rStableDiffusion

Exploring the unique Features of Toto Macau





Toto Macau has carved a niche in the world of online gaming by offering an experience that combines accessibility, **Minitoto** strategy, and entertainment. Unlike platforms that rely solely on luck or flashy visuals, Toto Macau emphasizes thoughtful participation and clear design, which has helped it attract a dedicated user base. Its approach demonstrates how digital platforms can create meaningful engagement while remaining intuitive for new users.



One of the most noticeable aspects of Toto Macau is its user-friendly interface. The platform is structured in a way that allows newcomers to understand the rules and processes quickly. This accessibility ensures that first-time players can begin participating without feeling intimidated, which sets a welcoming tone. At the same time, the platform maintains sufficient depth for seasoned users, offering challenges that encourage strategy and thoughtful decision-making.



Fairness and transparency are central to Toto Macau’s appeal. In online gaming, trust is critical. Users need to be confident that the system operates reliably and that outcomes are not manipulated. Toto Macau has established itself as a trustworthy platform by employing systems that maintain fairness and protect user information. This commitment to integrity encourages long-term participation and fosters a sense of security.



Toto Macau also emphasizes strategic engagement. Users are invited to consider their choices carefully, balancing risk and reward. This strategic layer enhances the mental stimulation of the experience and differentiates it from platforms where outcomes feel entirely random. The thoughtful involvement required creates a sense of mastery, and players often find satisfaction not only in winning but in making informed decisions.



The social dimension of Toto Macau adds depth to the experience. Many users enjoy sharing strategies, discussing outcomes, and celebrating successes together. This sense of community transforms what might otherwise be a solitary activity into a shared experience. The platform encourages interaction without making it mandatory, allowing users to enjoy both independent and social engagement.



Accessibility across devices further enhances the appeal of Toto Macau. Whether players engage on desktops, laptops, or mobile devices, the experience remains consistent and seamless. This flexibility makes it easier for users to incorporate Toto Macau into their daily routines, increasing convenience and overall satisfaction.



Psychological engagement is another factor contributing to Toto Macau’s popularity. Anticipation, decision-making, and reflection create a rhythm that keeps users mentally invested. The platform rewards both patience and strategy, which encourages users to return regularly. This combination of cognitive and emotional engagement ensures that the experience remains compelling over time.



Toto Macau also demonstrates a careful understanding of modern digital trends. Players today seek platforms that are not only entertaining but also reliable and transparent. Toto Macau meets these expectations by emphasizing clear rules, consistent performance, and security. Its thoughtful design aligns with what users value most in online gaming, making it a preferred choice for many.



The platform’s long-term appeal is further strengthened by its adaptability. As players’ needs and digital habits evolve, Toto Macau remains flexible, offering engagement that suits both casual and serious users. This balance between stability and flexibility ensures that the platform continues to meet expectations even as the online landscape changes.



Ultimately, Toto Macau offers more than just an online gaming experience; it provides a framework for thoughtful participation, community interaction, and consistent enjoyment. Its combination of accessibility, strategic engagement, and trustworthiness makes it a standout option for anyone looking to participate in online

gaming in a meaningful and rewarding way.

https://redd.it/1qbnazq
@rStableDiffusion