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481 frames, 24fps 720 x 1280 resolution Total VRAM: ~40gb Rendered in ComfyUI using LTX 2.3 with audio + image as input. Still playing with settings but again... pretty good out of the box

A.I.Warper

36,936 subscribers

55,283 views • 7 months ago •via X (Twitter)

Gaming Arts Science & Technology

Anya Rossi• Live Now

Private livecam show

42 Comments

A.I.Warper7 months ago

Oh forgot Prompt executed in 117.28 seconds

L. Oscar Plains7 months ago

I can comfortably (for the most part) do 15 second clips at 1280x704 on my RTX 3060 with 32GB of system ram (+pagefile), it takes about ~12 minuets per run in total. Much slower than you, but still pretty neat I can do it with such a low-end card. Clip below is just text2video.

Linus ✦ Ekenstam7 months ago

H100 cloud gpu?

A.I.Warper7 months ago

Yes

Salma7 months ago

really nice!! is this with audio conditioning?

A.I.Warper7 months ago

Yeah just some random sample I have been testing with for years at this point. The voice is the streamer Valkyrae

Sharon | AI wonders7 months ago

this is wan 2.2

RKA Scope7 months ago

Awesome. What GPU did you use?

A.I.Warper7 months ago

H100

JAMIE7 months ago

this is awesome

Brie Wensleydale🧀🐭7 months ago

Thanks for running the test!~ Have you tried doing anything stylized or anime yet?

A.I.Warper7 months ago

Not yet

Koburigo7 months ago

Tried something similar with the default LTX2.3 I2V workflow, and the output was absolute garbage every single time. Blurry wobbly shapes, nightmarishly inconsistent anatomy, background objects shifting around and disappearing, prompt was almost entirely ignored... How?

Sonia Tamayo7 months ago

really amazing lip sync & motions....

PUREVOODOO7 months ago

Why did your video turn out so good quality? The videos I see are of poor quality and the mouth is distorted.

A.I.Warper7 months ago

Great question no idea. I am straight rendering 720p (no upscaler) and running distil lora at 50% Euler + 8 steps

Jarnhand7 months ago

@ComfyUI Can you PLEASE post prompt / wf. Mine looks like a horror show...

Tomasz7 months ago

1300 x 1300 24 fps, 24GB VRAM. 41 s LTX 2.3 Creation of modern Galatea.

Samuel Alvez7 months ago

Would you mind sharing your workflow?

Saintus7 months ago

@ComfyUI Was this image to video or video to video (body swap)

Tadhg Roche7 months ago

Can we get a workflow 🥹

🔞🎨 Glitch Saint (0/2 comm slots)7 months ago

Abysmal dogshit

John Koes7 months ago

Really impressive result. I am using a 4090 and the results are not nearly as good.

DJ JD6 months ago

Probably a stupid question as im still feeling my way around comfy ui etc was this done on a cloud gpu like.runpod etc or done locally sorry if it seems a dumb question I only have 8gb vram so looking into running something cloud based

A.I.Warper6 months ago

Not a stupid question. I do not have much knowledge around optimizing workflows for lower end of the VRAM range these days so I’m unsure what exactly you could fit on that card with LTX 2.3

SebastianTorresVFX7 months ago

Any idea if CN or Multimodal capabilities will come to comfyui for this model?

Berelz7 months ago

DAaaaaaaaaaaaaaaaaaaam

Evan Emami7 months ago

Porn industry got a free upgrade...

MattStopa7 months ago

Was this a straight shot? 20 seconds!? Curious how long it took to render.

A.I.Warper7 months ago

120s No Sage attn, torch compile etc.. no speed ups

MattStopa7 months ago

Wow okay. That's nuts.

Mo's fav goat7 months ago

Do you have a link for a tutorial how to do this?

Matija7 months ago

@ComfyUI does LTX support custom LoRAs?

Ctrl Alt You7 months ago

Yes indeed good job!

Diego P. Jaccottet7 months ago

@ComfyUI Quantized?

A.I.Warper7 months ago

@ComfyUI No full weights

God4 months ago

looks pretty good, what is you vram setup?40gb where can i find the workflow. thanks for sharing video

Diego IA7 months ago

Any oficial web? Is amazing results

Open Source AI7 months ago

Great ! Workflow pleaz

whatsupfranks7 months ago

I wish you could use 2 RTX 5090s for 48gb of ram

py pa7 months ago

nice

Tharinda Marasingha6 months ago

Generation time for this clip ?

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Anyways check out this 60s clip I made with a single image of Lex Fridman and a 20s audio recording of his voice. Full continuous shot with no cuts created with LongCat Avatar in ComfyUI. VibeVoice for the audio.

A.I.Warper

15,204 views • 9 months ago

zeroscope_v2 XL, A watermark-free Modelscope-based video model capable of generating high quality video at 1024 x 576 Model on Hugging Face : This model was trained with offset noise using 9,923 clips and 29,769 tagged frames at 24 frames, 1024x576 resolution. zeroscope_v2_XL is specifically designed for upscaling content made with zeroscope_v2_576w using vid2vid in the 1111 text2video extension by kabachuha. Leveraging this model as an upscaler allows for superior overall compositions at higher resolutions, permitting faster exploration in 576x320 (or 448x256) before transitioning to a high-resolution render. zeroscope_v2_XL uses 15.3gb of vram when rendering 30 frames at 1024x576

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AK

714,575 views • 3 years ago

Wz Audio is much better since the update. I’ve been messing with the Asymmetrical audio frequency settings and have been using this with good results + Dolby Atmos. Obviously way more in-depth tunes out there but this has been working for me so far.

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TeeP

261,141 views • 1 year ago

Let's dance! Grok Imagine is so good with natural movements, keeping the style and the vibe of the input image. It blows my mind that it's still not even in a v1...

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Alex Patrascu

42,255 views • 11 months ago

Google Flow. Here’s the workflow: Image: Start with a "first-person perspective POV" prompt. Add specific visual style keywords like "early 2000s point and shoot" for a candid, textured look. Video: Set your image as the first frame using frames to video to lock perspective. Audio & Export: Prompt natural ambient audio, then export up to 4K. Check out the walkthrough to see it all in action.

Google Flow. Here’s the workflow: Image: Start with a "first-person perspective POV" prompt. Add specific visual style keywords like "early 2000s point and shoot" for a candid, textured look. Video: Set your image as the first frame using frames to video to lock perspective. Audio & Export: Prompt natural ambient audio, then export up to 4K. Check out the walkthrough to see it all in action.

Google Flow

31,996 views • 28 days ago

You might have seen some posts that Highguard runs at a fake in-game resolution, but its not exactly what you think. Steam User Captain_SmellyRat noticed this issue first by pointing out that if you set render scale at 100%,the game would still show 80% of the resolution in DLSS hud UI. So If you're playing at 1080p, the internal resolution would be 864p and If you don't change the default render scale (which seems to be always set to 75%) the final resolution would be 648p. However it turns out that the in-game resolution is changed in value directly from post-processing settings that you set. Post-processing quality settings would change the internal resolution as follows: Low - 80% of in-game resolution Medium - 90% of in-game resolution High - 100% of in-game resolution If you're playing at high settings, you will not notice the game looking blurry, but if you play at medium or low settings, the game will look extremely blurry even though you think you're playing at 1080p or 4k. I find it weird that post-processing quality directly affects the internal game resolution, but if you're playing the game and it looks blurry to you, make sure you set the post processing quality to high. Whenever this was intentional or not to achieve a higher FPS, I don't exactly know. However, I still think the developers should have clarified what each settings affects the game, which in this case here it directly affects the resolution.

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NikTek

20,832 views • 8 months ago

I'm sure you all are aware of the logo mapping glitch in #WWE2K26 but there's also a glitch with the image points themselves. Each image counts as 6pts currently regardless of resolution. CornellG It should be as follows: 512x512 = 6pts 256x256 = 5pts 128x128 = 4pts

Donquis29 👊🏾✊🏾💯

13,842 views • 7 months ago

Video clip of playing Beat Saber using the maxed out “Eureka mode” preset on Vision Pro (with PS VR2 Sense controllers) As a reminder, this should work with any OpenXR game out of the box TestFlight is awaiting approval. Join ClearXR discord for updates:

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Brad Lynch

30,792 views • 6 months ago

WanVideo has been lot of fun, currently playing with applying sliding context windowing similar to AnimateDiff, the 1.3B model is especially suitable for this due to it's speed, here's 1025 frames in one go, under 5GB VRAM used, but took about 10 mins on a 5090 with 30 steps.

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Jukka Seppänen

14,778 views • 1 year ago

We used to buy more VRAM. Now we’re finding ways around the VRAM limit. This little DDR5 SO-DIMM setup is paired with an old NVIDIA Tesla P40 in the video. The P40 is an old datacenter GPU with 24GB of VRAM. By today’s standards, it’s not fast. But combine that with a machine carrying 128GB of system memory, and suddenly you have a very different local AI box. The GPU handles what it’s good at. The system memory gives the model somewhere to go when VRAM runs out. You obviously pay for that with bandwidth and inference speed. But this is the part I find interesting: Local AI is making “how much memory do I have?” almost as important as “how powerful is my GPU?” We’ve spent years chasing faster GPUs. Maybe the next wave of local AI hardware will be about finding smarter ways to use all the memory we already have. More VRAM is still better. But it’s no longer the only way to run a bigger model.

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KyzoroX

35,554 views • 28 days ago

Run Stable Audio 3 on ANY Computer with NO VRAM 1-click launcher for the official Stable Audio 3 gradio app. 1. Cross Platform: Works on ALL OS (Mac, Linux, Windows) out of the box 2. No GPU Needed: Even runs on CPU. 3. Ultra Fast: Generate a 2 minute clip in split seconds

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cocktail peanut

72,933 views • 4 months ago

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EasyAim Trainer

57,020 views • 2 years ago

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48,280 views • 2 years ago

Vacuumed together with a bunch of balloons once again. It's been a while since I had the chance to do this, but gosh it's still as good as it always was

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Blimped Sonder (for 983 days)

22,382 views • 1 year ago

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NikTek

359,686 views • 1 year ago

literally the entire context of this whole sequence [its still so painful to watch with the way it frames Stolas as having a cutesy "falling in love all over again" moment whilst Blitzø's disgust and annoyance is played for laughs]

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Stolitz #1 hater & Chred Connoisseur

78,521 views • 11 days ago

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Jerome | InsaneUnreal

20,275 views • 7 months ago

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Nick

117,760 views • 1 month ago

Is it selfish to get air con in the heat wave? Air conditioner units are selling out as Brits struggle with the soaring temperatures, but with around 4% of total global greenhouse gas emissions attributed to air con, should we be using them when we know they're heating the planet?

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Good Morning Britain

1,789,215 views • 3 months ago

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43,117 views • 18 days ago