Loop Forge

Character, prop and location

Works, from LTX 2.5 Creative Lab LoRAs, tested locally

Frame from the Reference sheet result
Reference sheet
Frame from the Ingredients LoRA result
Ingredients LoRA
Watch it in the video at 0:33
LoRA
Ingredients at 1.4
Output
960×544, 121 frames at 24fps
Sampling
8 steps, euler_ancestral_cfg_pp
Seed
42
Generated in
12 min
Peak VRAM
11.4 GiB
Ran on
RTX 3060, 12GB (local)

What was wired in

  • Rooftop sheet
    Reference sheet
    Rooftop sheetIngredients sheet: character, camera and rooftop panels on blackDownload PNG0.7 MB
Works

The woman, her yellow camera and the rooftop each come from a separate panel of the sheet, and they end up together in a new moving shot.

Reference sheet: a portrait photo of a young woman with shoulder-length dark hair streaked pink and blue, large gold hoop earrings, a small tattoo on her neck and a beige knitted sweater; a product photo of a vintage yellow 35mm film camera with a black strap; a plain photo of an empty rooftop terrace with a brick parapet, potted olive trees and a city skyline. Generated video: the same woman is standing on the rooftop terrace at golden hour, lifting the yellow film camera to her eye, taking a photo of the skyline and then lowering it with a small smile toward the camera, in a static medium shot with a light breeze and distant traffic below.

Notes

The sheet follows the Lightricks demo layout: a 1536×896 black canvas, 16 px gutters and plain photo panels. Keeping to that sizing and those margins gave me better results.

The Ingredients LoRA on Hugging Face

Run it yourself

Download everything for this test (.zip, 0.7 MB). It holds the workflow, every input it loads and a README. Copy the inputs into ComfyUI/input, put the models below in place and drag the workflow onto ComfyUI.

The Lightricks repositories (the LTX 2.5 base model and the LoRAs) are gated. Log in to Hugging Face and accept the terms on each repository page before downloading.

Custom nodes: ComfyUI-LTXVideo at commit 3bf3ca6. Everything else is part of ComfyUI 0.37.0 (commit 0f74f7fb, frontend 1.53.6).