metadata
license: other
base_model: 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: >-
mnmlssmo architecture photography style, dsycam, The image shows the
interior of a store with a modern and minimalist design. The walls are
covered in gray tiles and the floor is made of concrete. On the left side
of the image, there is a wooden counter with a white sink and a wooden
cabinet.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_1_0.png
- text: >-
mnmlssmo architecture photography style, dsycam, The image shows a modern
bathroom with a minimalist design. The walls are painted in a light grey
color and the floor is made of dark wood. On the left side of the image,
there is a large rectangular countertop with a white countertop and a
gold-colored faucet.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_2_0.png
- text: >-
mnmlssmo architecture photography style, dsycam, The image shows an empty
room with a large window on the left side, allowing natural light to enter
the space. The room has a concrete floor and walls, and the ceiling is
made of concrete. On the right side of the room, there is a white desk
with a lamp on it.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_3_0.png
- text: >-
mnmlssmo architecture photography style, dsycam, The image shows the
interior of a store with a modern and minimalist design. The walls are
covered in a gray textured wallpaper with a subtle pattern of small
squares and rectangles. On the left side of the image, there is a wooden
shelf with multiple shelves filled with small boxes of different sizes and
colors.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_4_0.png
- text: >-
mnmlssmo art photography style, dsycam, The image is a black and white
photograph of an empty room with a white wall and floor. In the center of
the image, and the floor is made of concrete., glossy surface. The
background is plain white, rectangular frame with a smooth, there is a
rectangular white panel hanging on the wall. The panel appears to be made
of a thin
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_5_0.png
- text: >-
mnmlssmo art photography style, dsycam, The image shows an empty white
room with six black frames hanging on the wall. The frames are arranged in
a row and are of different sizes and shapes. The room has a high ceiling
with white walls and flooring, and the floor is made of white tiles.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_6_0.png
- text: >-
mnmlssmo art photography style, dsycam, The image shows an empty room with
white walls and floor. The room has a high ceiling with recessed lighting
and a white floor. On the left side of the room, one on the right side and
one in the center. The panels are blank, there are two large white panels
hanging on the wall, with no other objects or decorations visible.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_7_0.png
- text: >-
mnmlssmo art photography style, dsycam, The image shows an empty room with
white walls and floor. The room has a high ceiling with recessed lighting
and white walls. On the right side of the room, there are several black
and white photographs hanging on the wall. The photographs are arranged in
a grid-like pattern, with each photograph hanging from a black pole.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_8_0.png
- text: >-
mnmlssmo furniture photography style, dsycam, The image shows a pair of
wooden chairs in an empty room with white walls and floor. The chairs are
made of light-colored wood and have a simple, minimalist design. They have
a curved backrest and armrests, and the legs are slightly tapered and
tapered.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_9_0.png
- text: >-
mnmlssmo furniture photography style, dsycam, The image shows a modern
wooden chair and a small table in a room with white walls and floor. The
chair is made of light-colored wood and has a simple design with a curved
backrest and armrests. It has a light pink cushion on the left side and a
wooden frame with four legs.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_10_0.png
- text: >-
mnmlssmo furniture photography style, dsycam, The image shows two wooden
chairs in a white room with a white wall in the background. The chairs are
made of light-colored wood and have a modern design with a curved backrest
and armrests. The seat and backrests are upholstered in a soft pink
fabric, and the legs are slightly tapered and tapered.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_11_0.png
- text: >-
mnmlssmo furniture photography style, dsycam, The image shows a wooden
shelf attached to a white wall in an empty room. The shelf is made of a
light-colored wood and has a rectangular shape with a flat top and a flat
bottom. It appears to be made of plywood or a similar material, possibly
plywood, and is attached to the wall with screws or nails.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_12_0.png
- text: >-
mnmlssmo homewares photography style, dsycam, The image shows a small
glass dropper bottle with a black dropper cap and a white box with the
brand name "Zuri" written on it. The bottle is placed next to the box,
which is also white and has a label on it that reads "Aroma Zuri". The
background is plain white.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_13_0.png
- text: >-
mnmlssmo homewares photography style, dsycam, The image shows a modern and
minimalistic interior design of a room with a wooden chair in the center.
The chair is made of light-colored wood and has a curved backrest and
armrests. It is placed against a gray wall with a white shelf on the right
side.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_14_0.png
- text: >-
mnmlssmo homewares photography style, dsycam, The image is a photograph of
a dropper bottle with a black cap and a white label. The label has the
brand name "Art/Aroma" written in bold black letters at the top, followed
by the word "Illuminate" in smaller black letters.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_15_0.png
- text: >-
mnmlssmo homewares photography style, dsycam, The image is a 3D rendering
of a tall, rectangular object with a white background. It appears to be
made of a thin, white material, possibly paper or cardboard, and is
standing upright on a plain white surface. The object has a vertical shape
with a flat top and a flat bottom.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_16_0.png
- text: >-
mnmlssmo interiors photography style, dsycam, The image shows a modern and
minimalist bedroom with a large bed in the center. The bed has a gray
headboard and a white bedspread with two white pillows on top. The
headboard is upholstered in a dark grey fabric and has a tufted design.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_17_0.png
- text: >-
mnmlssmo interiors photography style, dsycam, The image is of a modern and
minimalist bathroom with a minimalist design. The bathroom has a white
color scheme with black and white accents. The floor is made of marble
tiles and the walls are covered in white tiles. On the left side of the
image, there is a large glass shower enclosure with a glass door that
leads to a walk-in shower.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_18_0.png
- text: >-
mnmlssmo interiors photography style, dsycam, The image shows a modern and
minimalist living room with a large window on the left side. The window
has a sliding glass door that leads to a balcony with a view of trees and
greenery outside. The room has white walls and flooring, and there is a
large gray sofa in the center of the room.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_19_0.png
- text: >-
mnmlssmo interiors photography style, dsycam, The image shows a modern
living room with a large window on the left side. The window has a view of
the countryside and the sky. On the right side of the room, there is a
large gray sectional sofa with a black floor lamp on top. The sofa is
placed in front of a fireplace with a white marble surround.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_20_0.png
- text: >-
mnmlssmo lights photography style, dsycam, The image is a black and white
photograph of a modern floor lamp. The lamp has a curved, curved shape
with a white base and a black wire extending from the top to the bottom.
The base of the lamp is made of a smooth, glossy material and has a small,
round light bulb attached to it.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_21_0.png
- text: >-
mnmlssmo lights photography style, dsycam, The image is a 3D rendering of
a modern, minimalist table lamp. The lamp is made of a white, cylindrical
material with a round base and a tall, slender stem. The base is also
white and has a smooth, flat surface. The top of the lamp has a curved,
oval-shaped shade that extends upwards towards the ceiling.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_22_0.png
- text: >-
mnmlssmo lights photography style, dsycam, The image shows a white wall
with a white tiled wall and a white shelf attached to it. The shelf is
made up of small square tiles arranged in a grid-like pattern, with a
silver metal frame on the right side. On the left side of the shelf, there
is a small white wall sconce with a gold-colored metal bracket.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_23_0.png
- text: >-
mnmlssmo lights photography style, dsycam, The image is a black and white
abstract photograph of a curved surface. The surface appears to be made of
a smooth, glossy material, possibly paper or fabric, and is a light grey
color. The background is a solid white color, and the image is taken from
a slightly angled perspective, creating a sense of depth and dimension.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_24_0.png
- text: >-
mnmlssmo mood photography style, dsycam, The image shows a modern,
minimalist white house with a large garage door on the left side. The
house is located on a street with a clear blue sky in the background. The
garage door is closed and has a wooden door in the center.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_25_0.png
- text: >-
mnmlssmo mood photography style, dsycam, The image shows a modern
two-story building with a unique architectural design. The building is
made of concrete and has a black exterior with a triangular shape. The
exterior of the building is covered with large windows and a large glass
window on the second floor.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_26_0.png
- text: >-
mnmlssmo mood photography style, dsycam, The image shows a modern bathroom
sink with a white countertop and a round white vessel sink. The sink is
placed on a gray countertop with a gray marble countertop. Above the sink,
there is a large rectangular mirror hanging on the wall with a black
frame. The mirror is made of a light grey material and has a textured
surface.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_27_0.png
- text: >-
mnmlssmo mood photography style, dsycam, The image is a black and white
photograph of a modern interior space with concrete walls and flooring.
The room has a high ceiling with exposed pipes and a large window on the
right side, allowing natural light to enter the space. On the left side of
the image, there is a long, rectangular table with a black bench in front
of it.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_28_0.png
- text: >-
mnmlssmo technology photography style, dsycam, The image shows a young man
sitting on a wooden chair with his arms crossed. He is wearing a light
green long-sleeved t-shirt and a pair of sunglasses. His hair is styled in
a short, slicked-back cut and he is looking off to the side with a serious
expression on his face.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_29_0.png
- text: >-
mnmlssmo technology photography style, dsycam, The image is a 3D rendering
of a modern, minimalist device with a white color scheme. It appears to be
a small, rectangular box-like structure with a rectangular base and a
rectangular top. The top of the box is covered in small, square-shaped
panels with a grid-like pattern.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_30_0.png
- text: >-
mnmlssmo technology photography style, dsycam, The image shows a pair of
black-framed eyeglasses resting on a white circular surface. The glasses
have a sleek and modern design with a thin metal frame and a black bridge.
The arms of the glasses are curved and have a simple, minimalist look. The
lenses are round and appear to be made of clear glass.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_31_0.png
- text: >-
mnmlssmo technology photography style, dsycam, The image is a close-up
portrait of a young African-American woman wearing a pair of black-framed
glasses. She is facing the camera with a serious expression on her face.
Her hair is styled in a sleek updo and she is wearing a beige top.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_32_0.png
- text: >-
mnmlssmo wearables photography style, dsycam, The image is a close-up of a
wristwatch with a square-shaped face. The watch has a black strap with a
silver buckle on the right side. The face of the watch is white with black
numbers and hands, and there is a small black hour hand at the 3 o'clock
position.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_33_0.png
- text: >-
mnmlssmo wearables photography style, dsycam, The image is a close-up of a
wristwatch with a black strap. The watch has a unique design with a
hexagonal shape and a silver-colored dial. The dial has a circular shape
with a spiral design in the center, which appears to be a mechanical
movement.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_34_0.png
- text: >-
mnmlssmo wearables photography style, dsycam, The image shows an aerial
view of a large swimming pool on a rocky cliff overlooking the ocean. The
pool is rectangular in shape and has a blue-green color. There are several
people in the pool, some of whom are swimming and some are sitting on the
beach. The water is crystal clear and the rocks around the pool are jagged
and rocky.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_35_0.png
- text: >-
mnmlssmo wearables photography style, dsycam, The image is a digital
illustration of a wristwatch with a black strap. The watch face is square
in shape and has a white background with black numbers and hands. The
hands of the watch are black and the numbers are in a modern, minimalist
design.
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_36_0.png
- text: a photo of a daisy
parameters:
negative_prompt: blurry, cropped, ugly
output:
url: ./assets/image_37_0.png
growwithdaisy/dsycam_20241115_133438
This is a LyCORIS adapter derived from FLUX.1-dev.
The main validation prompt used during training was:
a photo of a daisy
Validation settings
- CFG:
3.5
- CFG Rescale:
0.0
- Steps:
20
- Sampler:
None
- Seed:
69
- 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:
The text encoder was not trained. You may reuse the base model text encoder for inference.
Training settings
- Training epochs: 2
- Training steps: 10000
- Learning rate: 0.0001
- Max grad norm: 2.0
- Effective batch size: 16
- Micro-batch size: 2
- Gradient accumulation steps: 1
- Number of GPUs: 8
- Prediction type: flow-matching (extra parameters=['shift=3', 'flux_guidance_value=1.0'])
- Rescaled betas zero SNR: False
- Optimizer: optimi-stableadamwweight_decay=1e-3
- Precision: Pure BF16
- Quantised: No
- Xformers: Not used
- LyCORIS Config:
{
"algo": "lokr",
"multiplier": 1,
"linear_dim": 1000000,
"linear_alpha": 1,
"factor": 12,
"init_lokr_norm": 0.001,
"apply_preset": {
"target_module": [
"FluxTransformerBlock",
"FluxSingleTransformerBlock"
],
"module_algo_map": {
"Attention": {
"factor": 12
},
"FeedForward": {
"factor": 6
}
}
}
}
Datasets
mnmlsmo_architecture_photography_style-512
- Repeats: 0
- Total number of images: ~10456
- Total number of aspect buckets: 2
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_architecture_photography_style-768
- Repeats: 0
- Total number of images: ~9000
- Total number of aspect buckets: 2
- Resolution: 0.589824 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_architecture_photography_style-1024
- Repeats: 2
- Total number of images: ~3960
- Total number of aspect buckets: 4
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_art_photography_style-512
- Repeats: 0
- Total number of images: ~448
- Total number of aspect buckets: 3
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_art_photography_style-768
- Repeats: 0
- Total number of images: ~416
- Total number of aspect buckets: 3
- Resolution: 0.589824 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_art_photography_style-1024
- Repeats: 1
- Total number of images: ~232
- Total number of aspect buckets: 2
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_furniture_photography_style-512
- Repeats: 0
- Total number of images: ~3888
- Total number of aspect buckets: 2
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_furniture_photography_style-768
- Repeats: 0
- Total number of images: ~3352
- Total number of aspect buckets: 2
- Resolution: 0.589824 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_furniture_photography_style-1024
- Repeats: 1
- Total number of images: ~1728
- Total number of aspect buckets: 2
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_homewares_photography_style-512
- Repeats: 0
- Total number of images: ~1096
- Total number of aspect buckets: 2
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_homewares_photography_style-768
- Repeats: 0
- Total number of images: ~1072
- Total number of aspect buckets: 3
- Resolution: 0.589824 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_homewares_photography_style-1024
- Repeats: 1
- Total number of images: ~520
- Total number of aspect buckets: 2
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_interiors_photography_style-512
- Repeats: 0
- Total number of images: ~1336
- Total number of aspect buckets: 2
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_interiors_photography_style-768
- Repeats: 0
- Total number of images: ~1312
- Total number of aspect buckets: 2
- Resolution: 0.589824 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_interiors_photography_style-1024
- Repeats: 1
- Total number of images: ~800
- Total number of aspect buckets: 1
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_lighting_photography_style-512
- Repeats: 0
- Total number of images: ~504
- Total number of aspect buckets: 2
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_lighting_photography_style-768
- Repeats: 0
- Total number of images: ~504
- Total number of aspect buckets: 2
- Resolution: 0.589824 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_lighting_photography_style-1024
- Repeats: 0
- Total number of images: ~320
- Total number of aspect buckets: 1
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_moods_photography_style-512
- Repeats: 0
- Total number of images: ~680
- Total number of aspect buckets: 3
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_moods_photography_style-768
- Repeats: 0
- Total number of images: ~680
- Total number of aspect buckets: 3
- Resolution: 0.589824 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_moods_photography_style-1024
- Repeats: 1
- Total number of images: ~352
- Total number of aspect buckets: 2
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_technology_photography_style-512
- Repeats: 0
- Total number of images: ~680
- Total number of aspect buckets: 2
- Resolution: 0.262144 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_technology_photography_style-768
- Repeats: 0
- Total number of images: ~680
- Total number of aspect buckets: 2
- Resolution: 0.589824 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
mnmlsmo_technology_photography_style-1024
- Repeats: 1
- Total number of images: ~376
- Total number of aspect buckets: 2
- Resolution: 1.048576 megapixels
- Cropped: False
- Crop style: None
- Crop aspect: None
- Used for regularisation data: No
Inference
import torch
from diffusers import DiffusionPipeline
from lycoris import create_lycoris_from_weights
def download_adapter(repo_id: str):
import os
from huggingface_hub import hf_hub_download
adapter_filename = "pytorch_lora_weights.safetensors"
cache_dir = os.environ.get('HF_PATH', os.path.expanduser('~/.cache/huggingface/hub/models'))
cleaned_adapter_path = repo_id.replace("/", "_").replace("\\", "_").replace(":", "_")
path_to_adapter = os.path.join(cache_dir, cleaned_adapter_path)
path_to_adapter_file = os.path.join(path_to_adapter, adapter_filename)
os.makedirs(path_to_adapter, exist_ok=True)
hf_hub_download(
repo_id=repo_id, filename=adapter_filename, local_dir=path_to_adapter
)
return path_to_adapter_file
model_id = 'FLUX.1-dev'
adapter_repo_id = 'playerzer0x/growwithdaisy/dsycam_20241115_133438'
adapter_filename = 'pytorch_lora_weights.safetensors'
adapter_file_path = download_adapter(repo_id=adapter_repo_id)
pipeline = DiffusionPipeline.from_pretrained(model_id, torch_dtype=torch.bfloat16) # loading directly in bf16
lora_scale = 1.0
wrapper, _ = create_lycoris_from_weights(lora_scale, adapter_file_path, pipeline.transformer)
wrapper.merge_to()
prompt = "a photo of a daisy"
## Optional: quantise the model to save on vram.
## Note: The model was not quantised during training, so it is not necessary to quantise it during inference time.
#from optimum.quanto import quantize, freeze, qint8
#quantize(pipeline.transformer, weights=qint8)
#freeze(pipeline.transformer)
pipeline.to('cuda' if torch.cuda.is_available() else 'mps' if torch.backends.mps.is_available() else 'cpu') # the pipeline is already in its target precision level
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=3.5,
).images[0]
image.save("output.png", format="PNG")