Hugging Face's logo

alvarobartt
/
ghibli-characters-sd3.5-lora

Text-to-Image
Diffusers
diffusers-training
lora
sd3
sd3-diffusers
template:sd-lora
Model card Files Community
ghibli-characters-sd3.5-lora / README.md
alvarobartt's picture
alvarobartt HF staff
Update README.md
159c5f7 verified
preview code
|
raw
history blame
3.15 kB
metadata
base_model: stabilityai/stable-diffusion-3.5-large
library_name: diffusers
tags:
  - text-to-image
  - diffusers-training
  - diffusers
  - lora
  - sd3
  - sd3-diffusers
  - template:sd-lora
instance_prompt: >-
  Ghibli style [character description] with [distinctive features], [action or
  pose], [environment or background], [lighting or atmosphere], [additional
  details]
license: other
license_name: stabilityai-ai-community
license_link: >-
  https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md
widget:
  - text: >-
      Ghibli style futuristic stormtrooper with glossy white armor and a sleek
      helmet, standing heroically on a lush alien planet, vibrant flowers
      blooming around, soft sunlight illuminating the scene, a gentle breeze
      rustling the leaves
    output:
      url: images/stormtrooper.jpg
datasets:
  - alvarobartt/ghibli-characters
pipeline_tag: text-to-image

Studio Ghibli Characters - SD 3.5 Large LoRA

Prompt
Ghibli style futuristic stormtrooper with glossy white armor and a sleek helmet, standing heroically on a lush alien planet, vibrant flowers blooming around, soft sunlight illuminating the scene, a gentle breeze rustling the leaves

Model description

This repository contains the LoRA adapter for StableDiffusion 3.5 Large, fine-tuned using Diffusers + Dreambooth with Studio Ghibli images free-to-use downloaded manually from https://ghibli.jp and hosted at alvarobartt/ghibli-characters.

Prompt Template

You should use the following template (defined when annotating the images with the captions) to trigger the image generation:

"Ghibli style [character description] with [distinctive features], [action or pose], [environment or background], [lighting or atmosphere], [additional details]"

Inference with diffusers

Requires diffusers 0.31.0 or higher, see the release notes.

import torch
from diffusers import DiffusionPipeline

model_id = "stabilityai/stable-diffusion-3.5-large"
adapter_id = "alvarobartt/ghibli-characters-sd3.5-lora"

pipeline = DiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.bfloat16)
pipeline.load_lora_weights(adapter_id)
pipeline.to("cuda")

prompt = (
    "Ghibli style futuristic stormtrooper with glossy white armor and a sleek helmet,"
    " standing heroically on a lush alien planet, vibrant flowers blooming around, soft"
    " sunlight illuminating the scene, a gentle breeze rustling the leaves"
)

image = pipeline(
    prompt=prompt,
    num_inference_steps=30,
    width=1024,
    height=768,
    guidance_scale=3.5,
).images[0]

image.save("ghibli.png", format="PNG")

Disclaimer

This fine-tune is for personal-use only, with no-commercial purposes as stated within the licensing.

The StableDiffusion 3.5 Large fine-tunes fall under the same license as StableDiffusion 3.5 Large i.e. https://huggingface.co/stabilityai/stable-diffusion-3.5-large/blob/main/LICENSE.md; and the Studio Ghibli dataset is released with a custom non-commercial license based on the interpretation of the findings on their website.