metadata
license: other
base_model: black-forest-labs/FLUX.1-dev
tags:
- flux
- flux-diffusers
- text-to-image
- diffusers
- simpletuner
- not-for-all-audiences
- lora
- template:sd-lora
- lycoris
inference: true
widget:
- text: unconditional (blank prompt)
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_0_0.png
- text: an iconic concept art image of domokun
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_1_0.png
- text: >-
domokun, a minimalist masterpiece, is captured in a serene and elegant
style, evoking a sense of simplicity and sophistication.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_2_0.png
- text: >-
what style of graffiti collage would you like to feature, and what themes
or subjects would you like to include in the artwork?
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_3_0.png
- text: >-
an image of a serene and elegant domokun, a traditional nigerian wooden
mask, adorned with intricate art deco motifs, set against a neutral
background to emphasize its cultural significance.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_4_0.png
- text: >-
a realistic portrayal of domokun, inspired by pixel art, with intricate
details and textures, capturing the essence of a mysterious and ancient
being, as if it were a character from a classic video game, with a focus
on its facial features and body language, conveying a sense of
otherworldliness and mystique, in a style reminiscent of retro video
games, with a dash of modern
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_5_0.png
- text: what is the dominant color palette in a surrealist domokun artwork?
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_6_0.png
- text: >-
domokun, in a renaissance composition, the artist's brushstrokes would
dance across the canvas, evoking the grandeur of a bygone era, as the
subject, a young woman, is rendered in all her beauty, her features
refined and delicate, yet strong and resilient, a testament to the
timeless allure of the human form, set against a backdrop of rich
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_7_0.png
- text: >-
detailed and atmospheric image that showcases domokun's (i assume this
refers to the japanese wooden puppet) intricate and ornate design, set
against a backdrop of baroque elements, such as ornate patterns, grand
architecture, or lavish furnishings.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_8_0.png
- text: ' dystopian urban landscape where neon-lit skyscrapers pierce the smog-filled sky, and the streets are alive with the hum of augmented reality implants and the chatter of pedestrians in virtual reality contact lenses. in this gritty, high-tech world, a lone figure emerges from the shadows - a mysterious, masked vigilante known only as domokun, who uses their'
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_9_0.png
- text: >-
visually striking typography-themed artwork featuring the character
domokun, incorporating bold, vibrant colors and intricate details to bring
this beloved character to life in a captivating and dynamic composition.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_10_0.png
- text: >-
domokun, a steampunk inventor, sits amidst a cluttered workshop,
surrounded by gears, clockwork devices, and various contraptions.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_11_0.png
- text: >-
visually striking image featuring a character named domokun, incorporating
collage patterns that reflect their unique personality and style.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_12_0.png
- text: what street art poster featuring domokun do you have in mind?
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_13_0.png
- text: >-
visually appealing and emotive flat design portrait of domokun, focusing
on capturing his personality and expression in a clean and minimalist
style.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_14_0.png
- text: >-
domokun, rendered in pop surrealism tones, a dreamlike scene of a
cityscape at dusk, with buildings and streets twisted and distorted, as if
through a kaleidoscope of colors and patterns, evoking a sense of mystery
and enchantment.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_15_0.png
- text: >-
what is the name of the artist who painted a domokun figure in an oil
painting?
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_16_0.png
- text: ' constructivist representation of domokun, a figure embodying the fluidity and dynamism of modern life, as depicted in a dynamic and abstracted manner.'
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_17_0.png
- text: >-
an abstract representation of domokun in black and white, conveying the
essence of this enigmatic figure, emphasizing the nuances of its presence,
and inviting the viewer to contemplate its mysterious aura.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_18_0.png
- text: >-
vibrant oil painting collage that incorporates domokun, a traditional
japanese woodblock print, as a central element, exploring the intersection
of art and culture, and the beauty of imperfection in a mixed-media piece.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_19_0.png
- text: >-
domokun, the enigmatic figure, is often seen as a symbol of rebellion and
nonconformity in the world of graffiti art.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_20_0.png
- text: >-
a realistic portrayal of domokun, inspired by avant-garde art forms, that
seamlessly blend elements of the human experience with a touch of the
unknown, exploring themes of identity and existential crisis, through a
unique lens of surrealism and psychological complexity.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_21_0.png
- text: create an image of domokun in the style of flat design.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_22_0.png
- text: >-
domokun, a figure from a bygone era, is captured through the lens of
vintage photography, evoking a sense of nostalgia and timelessness.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_23_0.png
- text: ' serene and tranquil scene featuring the iconic samurai warrior, domokun, standing alongside the renowned artist, ukiyo-e, in a traditional japanese setting, surrounded by vibrant and colorful woodblock prints, showcasing the beauty of japanese art and culture.'
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_24_0.png
- text: >-
domokun, as depicted in the pop art movement, a 20th-century art style
characterized by bold, vibrant colors and a focus on consumer culture,
often featuring everyday objects and icons in a stylized and exaggerated
manner.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_25_0.png
- text: A photo-realistic image of a cat
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_26_0.png
flux-domokun
This is a LyCORIS adapter derived from black-forest-labs/FLUX.1-dev.
The main validation prompt used during training was:
A photo-realistic image of a cat
Validation settings
- CFG:
3.0
- CFG Rescale:
0.0
- Steps:
20
- Sampler:
None
- Seed:
42
- Resolution:
1024x1024
Note: The validation settings are not necessarily the same as the training settings.
You can find some example images in the following gallery:

- Prompt
- unconditional (blank prompt)
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- an iconic concept art image of domokun
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- domokun, a minimalist masterpiece, is captured in a serene and elegant style, evoking a sense of simplicity and sophistication.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- what style of graffiti collage would you like to feature, and what themes or subjects would you like to include in the artwork?
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- an image of a serene and elegant domokun, a traditional nigerian wooden mask, adorned with intricate art deco motifs, set against a neutral background to emphasize its cultural significance.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- a realistic portrayal of domokun, inspired by pixel art, with intricate details and textures, capturing the essence of a mysterious and ancient being, as if it were a character from a classic video game, with a focus on its facial features and body language, conveying a sense of otherworldliness and mystique, in a style reminiscent of retro video games, with a dash of modern
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- what is the dominant color palette in a surrealist domokun artwork?
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- domokun, in a renaissance composition, the artist's brushstrokes would dance across the canvas, evoking the grandeur of a bygone era, as the subject, a young woman, is rendered in all her beauty, her features refined and delicate, yet strong and resilient, a testament to the timeless allure of the human form, set against a backdrop of rich
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- detailed and atmospheric image that showcases domokun's (i assume this refers to the japanese wooden puppet) intricate and ornate design, set against a backdrop of baroque elements, such as ornate patterns, grand architecture, or lavish furnishings.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- dystopian urban landscape where neon-lit skyscrapers pierce the smog-filled sky, and the streets are alive with the hum of augmented reality implants and the chatter of pedestrians in virtual reality contact lenses. in this gritty, high-tech world, a lone figure emerges from the shadows - a mysterious, masked vigilante known only as domokun, who uses their
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- visually striking typography-themed artwork featuring the character domokun, incorporating bold, vibrant colors and intricate details to bring this beloved character to life in a captivating and dynamic composition.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- domokun, a steampunk inventor, sits amidst a cluttered workshop, surrounded by gears, clockwork devices, and various contraptions.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- visually striking image featuring a character named domokun, incorporating collage patterns that reflect their unique personality and style.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- what street art poster featuring domokun do you have in mind?
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- visually appealing and emotive flat design portrait of domokun, focusing on capturing his personality and expression in a clean and minimalist style.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- domokun, rendered in pop surrealism tones, a dreamlike scene of a cityscape at dusk, with buildings and streets twisted and distorted, as if through a kaleidoscope of colors and patterns, evoking a sense of mystery and enchantment.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- what is the name of the artist who painted a domokun figure in an oil painting?
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- constructivist representation of domokun, a figure embodying the fluidity and dynamism of modern life, as depicted in a dynamic and abstracted manner.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- an abstract representation of domokun in black and white, conveying the essence of this enigmatic figure, emphasizing the nuances of its presence, and inviting the viewer to contemplate its mysterious aura.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- vibrant oil painting collage that incorporates domokun, a traditional japanese woodblock print, as a central element, exploring the intersection of art and culture, and the beauty of imperfection in a mixed-media piece.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- domokun, the enigmatic figure, is often seen as a symbol of rebellion and nonconformity in the world of graffiti art.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- a realistic portrayal of domokun, inspired by avant-garde art forms, that seamlessly blend elements of the human experience with a touch of the unknown, exploring themes of identity and existential crisis, through a unique lens of surrealism and psychological complexity.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- create an image of domokun in the style of flat design.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- domokun, a figure from a bygone era, is captured through the lens of vintage photography, evoking a sense of nostalgia and timelessness.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- serene and tranquil scene featuring the iconic samurai warrior, domokun, standing alongside the renowned artist, ukiyo-e, in a traditional japanese setting, surrounded by vibrant and colorful woodblock prints, showcasing the beauty of japanese art and culture.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- domokun, as depicted in the pop art movement, a 20th-century art style characterized by bold, vibrant colors and a focus on consumer culture, often featuring everyday objects and icons in a stylized and exaggerated manner.
- Negative Prompt
- blurry, cropped, ugly

- Prompt
- A photo-realistic image of a cat
- Negative Prompt
- blurry, cropped, ugly
The text encoder was not trained. You may reuse the base model text encoder for inference.
Training settings
- Training epochs: 0
- Training steps: 100
- Learning rate: 0.0002
- Effective batch size: 9
- Micro-batch size: 3
- Gradient accumulation steps: 1
- Number of GPUs: 3
- Prediction type: flow-matching
- Rescaled betas zero SNR: False
- Optimizer: bnb-lion8bit
- Precision: Pure BF16
- Quantised: Yes: nf4-bnb
- Xformers: Not used
- LyCORIS Config:
{
"bypass_mode": true,
"algo": "lokr",
"multiplier": 1.0,
"linear_dim": 10000,
"linear_alpha": 1,
"factor": 12,
"apply_preset": {
"target_module": [
"Attention",
"FeedForward"
],
"module_algo_map": {
"Attention": {
"factor": 12
},
"FeedForward": {
"factor": 6
}
}
}
}
Datasets
domokun-uncropped-512
- Repeats: 10
- Total number of images: ~36
- Total number of aspect buckets: 7
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
domokun-cropped-512
- Repeats: 10
- Total number of images: ~36
- Total number of aspect buckets: 7
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
Inference
import torch
from diffusers import DiffusionPipeline
from lycoris import create_lycoris_from_weights
model_id = 'black-forest-labs/FLUX.1-dev'
adapter_id = 'pytorch_lora_weights.safetensors' # you will have to download this manually
lora_scale = 1.0
wrapper, _ = create_lycoris_from_weights(lora_scale, adapter_id, pipeline.transformer)
wrapper.merge_to()
prompt = "A photo-realistic image of a cat"
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu')
image = pipeline(
prompt=prompt,
num_inference_steps=20,
generator=torch.Generator(device='cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu').manual_seed(1641421826),
width=1024,
height=1024,
guidance_scale=3.0,
).images[0]
image.save("output.png", format="PNG")