metadata
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
widget:
- text: >-
Sketch Sized, A medium-sized painting of Wall-E, painted in shades of
yellow and black. His eyes, large and round, are painted in a glossy
silver, giving a curious and endearing expression. His body is detailed
with scratches and rust, hinting at years of service. The small, claw-like
hands are slightly raised, as if reaching for something. The background is
a soft sandy beige, with faint hints of scattered stars and dust.
output:
url: images/8.png
- text: >-
Sketch Sized, A painting of a Christmas tree, painted in vibrant shades of
green and gold. The tree is adorned with shimmering red and silver
ornaments, with strings of golden lights winding gracefully around the
branches. A bright golden star sits atop the tree, glowing softly. Beneath
the tree are a few brightly wrapped presents in red, blue, and green. The
background is a warm beige with subtle snowflake patterns, adding a
festive touch.
output:
url: images/9.png
- text: >-
Sketch Sized, A painting of Elon Musks face, painted in shades of silver
and white. His eyes are a piercing ice blue, and his expression is one of
quiet determination. His short hair is textured with metallic silver
highlights, giving it a futuristic sheen. A faint circuit board pattern is
embedded subtly into his skin. The background is a gradient of light gray,
fading into deep space black.
output:
url: images/10.png
- text: >-
Sketch Sized, A painting of a mans face, painted in a vibrant shade of
green. The mans eyes are a deep red, and his head is adorned with a spiky
black headband. His eyebrows are a darker shade of red, adding a pop of
color to the painting. The background of the painting is a light beige,
creating a stark contrast to the green face.
output:
url: images/1.png
- text: >-
Sketch Sized, A medium-sized painting of a womans face, painted in blue
and yellow. The womans head is tilted slightly to the left, with her right
side facing the viewer. Her eyes are squinted and her lips are slightly
parted. Her hair is pulled back in a ponytail, with the top of her head
turned to the right. She is wearing a blue scarf around her neck, and a
blue shirt with a collar around the neck. The background of the painting
is a light beige color.
output:
url: images/2.png
- text: >-
Sketch Sized, A medium-sized painting of a womans face, painted in blue
and black. Her eyes are squinted and her mouth is slightly open. Her hair
is pulled back and cascades over her shoulders. She is wearing a blue
shirt with a collar around her neck. The background is a light beige
color. The painting is done in a simple, hand-drawn style.
output:
url: images/3.png
- text: >-
Sketch Sized, A medium-sized painting of a womans face, painted in a
vibrant shade of green. The womans eyes are wide open, and her mouth is
slightly open. Her eyebrows are a darker shade of brown, while her hair is
a lighter shade of a darker green. Her hair is pulled back in a ponytail,
adding a touch of texture to the painting. The background of the painting
is a light beige, and there is a small black dot at the bottom of the
image.
output:
url: images/4.png
- text: >-
Sketch Sized, A painting of a mans face, painted in earthy tones of brown
and green. His eyes are a striking shade of emerald green, and his thick
eyebrows match the dark brown of his short, tousled hair. He has a faint
green tattoo resembling vines curling along his neck. The background is a
soft, sandy beige, evoking a natural, earthy vibe.
output:
url: images/5.png
- text: >-
Sketch Sized, A medium-sized painting of a cats face, painted in shades of
teal and white. The cat has striking amber eyes with a mischievous
sparkle. Its fur is short and patterned with teal stripes on a white base.
A small, pink nose and long whiskers add a touch of detail. The background
is a soft pastel peach, which contrasts with the vibrant teal fur.
output:
url: images/6.png
- text: >-
Sketch Sized, A painting of Iron Mans helmet, painted in metallic red and
gold. The glowing blue eyes stand out against the smooth, polished armor.
The red and gold plating reflects streaks of light, giving a dynamic,
futuristic look. The edges of the helmet are detailed with fine lines and
grooves. The background is a dark charcoal gray, with faint streaks of
blue energy radiating outward.
output:
url: images/7.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: Sketch Sized
license: creativeml-openrail-m
- Prompt
- Sketch Sized, A medium-sized painting of Wall-E, painted in shades of yellow and black. His eyes, large and round, are painted in a glossy silver, giving a curious and endearing expression. His body is detailed with scratches and rust, hinting at years of service. The small, claw-like hands are slightly raised, as if reaching for something. The background is a soft sandy beige, with faint hints of scattered stars and dust.
- Prompt
- Sketch Sized, A painting of a Christmas tree, painted in vibrant shades of green and gold. The tree is adorned with shimmering red and silver ornaments, with strings of golden lights winding gracefully around the branches. A bright golden star sits atop the tree, glowing softly. Beneath the tree are a few brightly wrapped presents in red, blue, and green. The background is a warm beige with subtle snowflake patterns, adding a festive touch.
- Prompt
- Sketch Sized, A painting of Elon Musks face, painted in shades of silver and white. His eyes are a piercing ice blue, and his expression is one of quiet determination. His short hair is textured with metallic silver highlights, giving it a futuristic sheen. A faint circuit board pattern is embedded subtly into his skin. The background is a gradient of light gray, fading into deep space black.
- Prompt
- Sketch Sized, A painting of a mans face, painted in a vibrant shade of green. The mans eyes are a deep red, and his head is adorned with a spiky black headband. His eyebrows are a darker shade of red, adding a pop of color to the painting. The background of the painting is a light beige, creating a stark contrast to the green face.
- Prompt
- Sketch Sized, A medium-sized painting of a womans face, painted in blue and yellow. The womans head is tilted slightly to the left, with her right side facing the viewer. Her eyes are squinted and her lips are slightly parted. Her hair is pulled back in a ponytail, with the top of her head turned to the right. She is wearing a blue scarf around her neck, and a blue shirt with a collar around the neck. The background of the painting is a light beige color.
- Prompt
- Sketch Sized, A medium-sized painting of a womans face, painted in blue and black. Her eyes are squinted and her mouth is slightly open. Her hair is pulled back and cascades over her shoulders. She is wearing a blue shirt with a collar around her neck. The background is a light beige color. The painting is done in a simple, hand-drawn style.
- Prompt
- Sketch Sized, A medium-sized painting of a womans face, painted in a vibrant shade of green. The womans eyes are wide open, and her mouth is slightly open. Her eyebrows are a darker shade of brown, while her hair is a lighter shade of a darker green. Her hair is pulled back in a ponytail, adding a touch of texture to the painting. The background of the painting is a light beige, and there is a small black dot at the bottom of the image.
- Prompt
- Sketch Sized, A painting of a mans face, painted in earthy tones of brown and green. His eyes are a striking shade of emerald green, and his thick eyebrows match the dark brown of his short, tousled hair. He has a faint green tattoo resembling vines curling along his neck. The background is a soft, sandy beige, evoking a natural, earthy vibe.
- Prompt
- Sketch Sized, A medium-sized painting of a cats face, painted in shades of teal and white. The cat has striking amber eyes with a mischievous sparkle. Its fur is short and patterned with teal stripes on a white base. A small, pink nose and long whiskers add a touch of detail. The background is a soft pastel peach, which contrasts with the vibrant teal fur.
- Prompt
- Sketch Sized, A painting of Iron Mans helmet, painted in metallic red and gold. The glowing blue eyes stand out against the smooth, polished armor. The red and gold plating reflects streaks of light, giving a dynamic, futuristic look. The edges of the helmet are detailed with fine lines and grooves. The background is a dark charcoal gray, with faint streaks of blue energy radiating outward.
Model description for Flux-Sketch-Sized-LoRA
Image Processing Parameters
| Parameter | Value | Parameter | Value |
|---|---|---|---|
| LR Scheduler | constant | Noise Offset | 0.03 |
| Optimizer | AdamW | Multires Noise Discount | 0.1 |
| Network Dim | 64 | Multires Noise Iterations | 10 |
| Network Alpha | 32 | Repeat & Steps | 27 & 3490 |
| Epoch | 20 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 30 [ 14 bit raw ]
Best Dimensions & Inference
| Dimensions | Aspect Ratio | Recommendation |
|---|---|---|
| 1280 x 832 | 3:2 | Best |
| 1024 x 1024 | 1:1 | Default |
Inference Range
- Recommended Inference Steps: 30–35
Setting Up
import torch
from pipelines import DiffusionPipeline
base_model = "black-forest-labs/FLUX.1-dev"
pipe = DiffusionPipeline.from_pretrained(base_model, torch_dtype=torch.bfloat16)
lora_repo = "strangerzonehf/Flux-Sketch-Sized-LoRA"
trigger_word = "Sketch Sized"
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
Trigger words
You should use Sketch Sized to trigger the image generation.
Download model
Weights for this model are available in Safetensors format.
Download them in the Files & versions tab.