LTX 2.3 LoRAs
Collection
15 items • Updated • 29
import torch
from diffusers import DiffusionPipeline
from diffusers.utils import export_to_video
# switch to "mps" for apple devices
pipe = DiffusionPipeline.from_pretrained("Lightricks/LTX-Video", dtype=torch.bfloat16, device_map="cuda")
pipe.load_lora_weights("vrgamedevgirl84/LTX_2.3_Paper_Cut_Out_Style_LoRa")
prompt = "A man with short gray hair plays a red electric guitar."
output = pipe(prompt=prompt).frames[0]
export_to_video(output, "output.mp4")Paper Cutout Diorama LoRA
This LoRA creates a cozy handcrafted paper cut-out cinematic diorama style where every subject and environment looks physically assembled from layered paper pieces.
Scenes feature stacked paper shapes, visible cut edges, layered sheets, folded paper elements, slight paper curl, tape seams, and handcrafted paper detailing. The result feels like a miniature handmade storybook world built from paper.
The workflow used to create the sample videos can be found HERE. Just swap out the LoRA and prompt.
Objects, characters, and landscapes appear constructed from stacked paper layers with clean cut edges, layered depth, and tactile dimension. Lighting naturally highlights layered paper edges and overlapping shapes, giving a warm cinematic look while preserving the handcrafted paper aesthetic.
Sample Videos
Sample 1
Sample 2
Sample 3
Sample 4
Sample 5
Sample 6
Works Especially Well For
- Storybook-style scenes
- Cute animals and characters
- Miniature environments
- Cozy fantasy settings
- Whimsical landscapes
- Diorama-style compositions
- Stylized animation frames
- Handmade craft aesthetics
Key Visual Traits
- Layered paper cutout shapes
- Visible cut paper edges
- Stacked paper layers
- Folded paper elements
- Slight paper curl and lift
- Tape seams or paper joins
- Hand-cut imperfections
- Flat shapes with dimensional layering
- Handcrafted miniature diorama look
- Soft cinematic lighting
- Gentle layered shadows
- Cozy, warm, storybook mood
Main Trigger Word
Pap3rCut0u7
This LoRA should still work without this trigger word.
Other Trigger Words That Help
paper cutout stylehandcrafted paper dioramalayered paper scenecut paper shapesstacked paper layerspaper craft texturesfolded paper detailshand-cut paper elements
Best Used With
- Character scenes
- Animal subjects
- Fantasy environments
- Cozy interiors
- Nature dioramas
- Storybook worlds
- Animation-style compositions
- Layered landscape scenes
Notes
This LoRA is designed to maintain consistent material identity throughout the scene. Characters, terrain, objects, and backgrounds should all appear constructed from layered paper.
All elements should visually read as:
- Cut paper shapes
- Stacked paper layers
- Overlapping paper silhouettes
- Handcrafted paper construction
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Model tree for vrgamedevgirl84/LTX_2.3_Paper_Cut_Out_Style_LoRa
Base model
Lightricks/LTX-Video