|
--- |
|
tags: |
|
- flux |
|
- text-to-image |
|
- lora |
|
- diffusers |
|
- fal |
|
base_model: black-forest-labs/FLUX.1-dev |
|
instance_prompt: >- |
|
Ghibli style [character description] with [distinctive features], [action or |
|
pose], [environment or background], [lighting or atmosphere], [additional |
|
details] |
|
license: other |
|
license_name: flux-1-dev-non-commercial-license |
|
license_link: https://huggingface.co/black-forest-labs/FLUX.1-dev/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/x4swNXc6IRKnh-D6DtihE_5f83bc549d1742ab90badc3d4b70d633.jpg |
|
- text: >- |
|
Ghibli style Shrek, a lovable green ogre with a big smile, sitting on a |
|
moss-covered rock while enjoying a plate of freshly picked vegetables, in a |
|
magical forest filled with whimsical creatures, dappled sunlight filtering |
|
through the trees, surrounded by curious fairies peeking out from behind |
|
leaves |
|
output: |
|
url: images/7rrcd6pMDfYpF-ogxgG4h_539c7546dae945efb68560befc655eb3.jpg |
|
- text: >- |
|
Ghibli style Albus Dumbledore, a wise old wizard with long silver hair and a |
|
flowing robe, standing in a lush garden filled with colorful magical plants, |
|
gently stroking a phoenix perched on his shoulder, soft morning light |
|
filtering through the trees, surrounded by whimsical creatures curiously |
|
observing him |
|
output: |
|
url: images/62SwmyLf8xHJ8uGRBL4Tm_2dad22f9fcd64b859b3c83735b270016.jpg |
|
- text: >- |
|
Ghibli style The Grinch, a mischievous green creature with a sly grin, |
|
peeking out from behind a snow-covered tree while plotting his antics, in a |
|
quaint snowy village decorated for the holidays, warm light glowing from |
|
cozy homes, with playful snowflakes dancing in the air |
|
output: |
|
url: images/U9CD7T-PUXSdQqhOvMnZl_e867ddc5c1e34398b01112999f44eafa.jpg |
|
- text: >- |
|
Ghibli style Santa Claus, a jolly old man with a fluffy white beard and a |
|
red coat, cheerfully preparing gifts in a cozy workshop filled with magical |
|
toys, warm golden light glowing from lanterns, surrounded by adorable elves |
|
and whimsical creatures helping him |
|
output: |
|
url: images/_h_RDKv-7-SSwXTn3RCYw_fc2d6d100b354ac1bf54b5e45c364dd5.jpg |
|
- text: >- |
|
Ghibli style Garfield, a lazy orange cat with a mischievous grin, lounging |
|
on a sunny windowsill while dreaming of lasagna, in a cozy home filled with |
|
plants and colorful decor, warm light streaming in, with a friendly mouse |
|
peeking out from behind a flower pot |
|
output: |
|
url: images/laOMFQjySoeOM9SUc-yDr_958497495bef4224b9f845ba01beb1ec.jpg |
|
datasets: |
|
- alvarobartt/ghibli-characters |
|
pipeline_tag: text-to-image |
|
--- |
|
|
|
# Studio Ghibli Characters - FLUX.1 Dev LoRA |
|
|
|
<Gallery /> |
|
|
|
## Model description |
|
|
|
This repository contains the LoRA adapter for [FLUX.1-dev](https://huggingface.co/black-forest-labs/FLUX.1-dev), fine-tuned using [fal.ai/models/fal-ai/flux-lora-general-training](https://fal.ai/models/fal-ai/flux-lora-general-training) |
|
with Studio Ghibli images free-to-use downloaded manually from https://ghibli.jp and hosted at [alvarobartt/ghibli-characters](https://huggingface.co/datasets/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` |
|
|
|
```python |
|
import torch |
|
from diffusers import DiffusionPipeline |
|
|
|
model_id = "black-forest-labs/FLUX.1-dev" |
|
adapter_id = "alvarobartt/ghibli-characters-flux-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, |
|
lora_scale=1.0, |
|
).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 FLUX.1-dev fine-tunes fall under the same license as FLUX.1-dev i.e. https://huggingface.co/black-forest-labs/FLUX.1-dev/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. |