NokiMo
Aitrepreneur
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LTX-2.3 NEW ULTRA WORKFLOW!

LTX-2.3 NEW ULTRA WORKFLOW!

Comments

Any tips on getting nsfw working? Do I just add lora's on top? I've already switched to a heretic trained gemma-3

kenzo47

depending on your vram, fp8 might be faster than gguf, gguf is usually a better model than fp8

Aitrepreneur

Noob question - I am trying to extend a video which does not have audio - but the workflow expects audio and errors when it can't find it. Any ideas how to work around that?

Bryan Gilberd

Best workflow out there, higher vid quality or base workflow not sure why but does take 2x longer for 5 sec clip thanthe fp8 defaulf workflow. Why better image quality is my question cant figure it out

x:)

The way I do it is that it I just put a resize video node at the end, so it should always resizes correctly the final video to the values you input before the generation

Aitrepreneur

This unfortunately happens more often than you think, to me as well... that's not an issue with my installers unfortunately, it's sometimes a weird combo of existing nodes, env, etc... Hence why I often recommend a fresh install

Aitrepreneur

It needs to be simple, for example here's the prompt for the soprano video: Style: realistic, Tony Soprano in a dim warmly lit room with a bookshelf behind him, close-up, he looks slightly off-camera then back, speaking in an annoyed deadpan with perfect lip sync: “Meanwhile these days? Everybody’s yappin’ nonstop. Even my toaster’s got opinions.” He pauses, squints, then adds: “What happened to mindin’ your business?” Subtle head shake, natural blinking, camera locked, background unchanged.

Aitrepreneur

I mean you can change the resolution of the output so that it makes your original image res

Aitrepreneur

It happens for me too sometimes, I added a clear vram/clear cache nodes but it still happens sometimes, comfyui is known for frequent memory leaks...very annoying unfortunately.

Aitrepreneur

Anyone have issues with the last 3 steps? Sometimes after the first render, my GPU would stall at 100% for 10 times longer than usual. I usually end up closing Comfyui and restarting to solve the issue.

troy X

This is working well for image-to-video, but as the output is 1920x1080, your input needs similar dimanesions, or gets cropped. Is there an easy way to adapt it to make the output match the input aspect ratio? (Ideally scaled to a max res of 1920 w or 1080 h). This would really help with square or portrait images.

Thoth Amon

I keep getting this as well. I close the workflow and drag it into comfyui again and it works. It gives the same error if I load up from scratch again, until I close and drag the workflow back in.

BuAuch

which part? I might experiencing the same issue

newtoai

Great workflow! For the video extend, should prompt describe the scene and speaking of the source video, or just what happens in the extend part?

Rob113

FYI: in the video extension section, your subgraph is sending the rate back to the video input's force_rate which causes a loop. comfyui won't submit the workflow with that loop, so it's best to disconnect that link.

Neal Barnett

I get this error when I open ComfyUI Missing Node Packs (1) This workflow uses custom nodes you haven't installed yet. To install missing nodes, first run pip install -U --pre comfyui-manager in your Python environment to install Node Manager, then restart ComfyUI with the --enable-manager flag. RES4LYF (1) Frames Slice

Ash

Welp, great, this broke my comfyUI again.

Tyler

The model card says "Width & height settings must be divisible by 32. Frame count must be divisible by 8 + 1". Yet the workflow and demo video are using values for height and frame rate that don't follow these rules. Is this workflow really smart enough to do the extra padding/cropping to correct for the bad input format?

Gi Doe

So happy to see the new FMLF addition to your workflow. That's awesome. Is there any reason you dropped the V2V workflow? That would be useful beyond the extended video workflow (which is awesome as well!). I tried to update the existing V2V in your LTX-2 workflow set, but it failed. Not sure if it is still an option. Thanks for all of your efforts! Glad you are recovering!

PTMarks


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