Loop Forge

Portrait, hair in the breeze

Works, from LTX 2.5 Creative Lab LoRAs, tested locally

Frame from the Still result
Still
Frame from the No LoRA result
No LoRA
Frame from the Cinemagraph LoRA, 1.5, card-style prompt result
Cinemagraph LoRA, 1.5, card-style prompt
Watch it in the video at 3:48
LoRA
Cinemagraph at 1.5
Output
768×1024, 121 frames at 24fps
Sampling
8 steps, euler_ancestral
Seed
42
Generated in
6 min
Peak VRAM
11.5 GiB
No LoRA run
Same graph without the LoRA, seed 42, 6 min
Ran on
RTX 3060, 12GB (local)

What was wired in

Works

Only a few strands of hair move and the head stays still. I could not get this without the LoRA, whatever I changed in the prompt.

The prompts

Download workflowDownload everything for this test (.zip, 7.2 MB)
CINEMAGRAPH_MOTION, tripod locked-off static camera, zero camera movement, the woman is frozen, her face, eyes, smile, head, knitted sweater, the bookshelves and the window remain completely frozen, only a few loose strands of her wavy brown hair sway gently in a soft breeze, everything else stays perfectly still, seamless natural loop.

Notes

Writing the prompt in the card's order, with what is frozen first and then what moves, made the face slightly stiller than my first prompt did. The trigger is CINEMAGRAPH_MOTION, at strength 1.5.

Download the workflow without the LoRA (json)

The Cinemagraph LoRA on Hugging Face

Run it yourself

Download everything for this test (.zip, 7.2 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.

FilePut it inSize
ltx-2.5-22b-distilled-transformer-comfy-int8-convrot.safetensors gatedmodels/diffusion_models21.5 GB
gemma4-12b-with-proj-ltx-2.5-comfy-int8-convrot.safetensors gatedmodels/text_encoders15.4 GB
ltx-2.5-video-vae-bf16.safetensors gatedmodels/vae1.5 GB
ltx-2.5-audio-vae-bf16.safetensors gatedmodels/vae364.9 MB
ltx-2.5-22b-lora-cinemagraph-0.9.safetensors gatedmodels/loras201.5 MB

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.

No custom nodes. Every node is part of ComfyUI 0.37.0 (commit 0f74f7fb, frontend 1.53.6).