179 lines
7.9 KiB
Markdown
179 lines
7.9 KiB
Markdown
---
|
||
tags:
|
||
- text-to-image
|
||
- lora
|
||
- diffusers
|
||
- template:diffusion-lora
|
||
- men-character
|
||
widget:
|
||
- text: >-
|
||
flat lay, a medium-sized young man, dressed in a black t-shirt with a yellow
|
||
collar and a yellow baseball cap on his head. The mans face is angled
|
||
slightly to the left, with a serious expression on his face. His hair is
|
||
styled in a wavy bob, adding a pop of color to the scene. The background is
|
||
a vibrant shade of blue, creating a striking contrast to the mans shirt. The
|
||
word "ADER" is prominently displayed on the front of the shirt, with the
|
||
word "error" written in a bold, red font.
|
||
output:
|
||
url: images/1.png
|
||
- text: >-
|
||
flat lay, a young man is seated against a stark white backdrop. He is
|
||
wearing an orange t-shirt, adorned with the word "NATURE" in bold black
|
||
letters, along with a graphic of three flowers. The mans face is turned to
|
||
the right, with a serious expression. His left hand is resting on his knee,
|
||
while his right hand rests on a basketball. His jeans are a dark blue denim,
|
||
adding a pop of color to the scene.
|
||
output:
|
||
url: images/2.png
|
||
- text: >-
|
||
flat lay, A medium shot of a young man in a light purple t-shirt with the
|
||
words "FRANKLY, DONT GIVE A TAMN!" written in black letters. The man is
|
||
standing in front of a plain white wall with his left hand on his hip. He
|
||
has short brown hair and a serious look on his face. He is wearing dark gray
|
||
pants with a black stripe on the right side of his shirt.
|
||
output:
|
||
url: images/3.png
|
||
- text: >-
|
||
flat lay, a young man is seated against a stark white backdrop. He is
|
||
dressed in a red polo shirt, adorned with a blue collar and a red and yellow
|
||
stripe down the left side of the shirt. His hands are clasped in front of
|
||
him, with a tattoo on his left arm. His right hand is resting on his knee,
|
||
while his left hand rests on his right knee. He is wearing a silver ring on
|
||
his finger, adding a touch of contrast to his outfit. His hair is short and
|
||
neatly combed. His eyes are tinted with a light-colored tint.
|
||
output:
|
||
url: images/4.png
|
||
- text: >-
|
||
flat lay, a young man standing against a vibrant yellow backdrop. He is
|
||
wearing a green sweatshirt with the phrase "STAY CURIOUS" printed in white
|
||
on the chest. His dark blue jeans contrast sharply with the background. He
|
||
has curly black hair and wears black-framed glasses. His expression is
|
||
thoughtful, with his right hand resting under his chin. A white wristwatch
|
||
peeks out from his left sleeve, adding a subtle detail to the composition.
|
||
output:
|
||
url: images/5.png
|
||
- text: >-
|
||
flat lay, a young man seated on a metal bench with a bright green backdrop
|
||
behind him. He is wearing a red hoodie with "ENERGY" printed on the back in
|
||
bold white letters. His dark gray joggers match his black and white
|
||
sneakers. He has a relaxed posture, with his arms resting on the back of the
|
||
bench. His hair is cropped short, and he wears a silver earring in his left
|
||
ear.
|
||
output:
|
||
url: images/6.png
|
||
- text: >-
|
||
flat lay, a young man seated on a light gray floor against a pale yellow
|
||
background. He is wearing a dark green hoodie with the word "ADVENTURE"
|
||
printed in bold white letters. The hoodie has a large front pocket where he
|
||
rests his hands. His dark brown hair is tousled, and he is looking straight
|
||
ahead with a calm expression. His legs are crossed, and he is wearing white
|
||
sneakers with bright red laces.
|
||
output:
|
||
url: images/7.png
|
||
- text: >-
|
||
flat lay, a young man is standing against a light gray background. He is
|
||
dressed in a navy blue hoodie with the words "LIMITLESS" printed in bold
|
||
white letters across the chest. His hands are in the pockets of the hoodie,
|
||
and he is wearing black track pants with white stripes running down the
|
||
sides. He has curly black hair and a neutral expression. The background
|
||
creates a subtle contrast with the dark tones of his outfit.
|
||
output:
|
||
url: images/8.png
|
||
- text: >-
|
||
flat lay, a young man stands confidently in front of a bright yellow
|
||
background. He’s wearing a oversized green hoodie with the word "CHAOS"
|
||
printed in bold white letters across the chest. His hands are tucked into
|
||
the pockets of his black joggers, and his hair is styled in loose curls. A
|
||
pair of white sneakers adds a clean finish to the look. His expression is
|
||
calm but focused, with his gaze slightly tilted downward.
|
||
output:
|
||
url: images/9.png
|
||
- text: >-
|
||
flat lay, A young man seated on a dark wooden bench against a rustic brick
|
||
wall backdrop. He is wearing a dark green sweatshirt with the words "WILD &
|
||
FREE" printed in white letters. His black joggers have two white stripes
|
||
down the side, and he is wearing white sneakers with black soles. His hair
|
||
is messy, and he is gazing down at a book he is holding in his lap. A coffee
|
||
cup is placed beside him on the bench.
|
||
output:
|
||
url: images/10.png
|
||
- text: >-
|
||
flat lay, A young man is seated on the floor against a bright yellow
|
||
backdrop. He is wearing a gray hoodie with the words "STAY CHILL" printed in
|
||
neon green. He has ripped black jeans and white high-top sneakers. His head
|
||
is tilted slightly downward, with a thoughtful expression on his face. He
|
||
has medium-length hair styled with a middle parting, and he is holding a
|
||
pair of black wireless headphones in his hands.
|
||
output:
|
||
url: images/11.png
|
||
- text: >-
|
||
flat lay, a young man standing against a light gray wall, wearing a white
|
||
hoodie with a bold red heart graphic at the center, and the word "LOVE"
|
||
written underneath it in black letters. He has dark curly hair and is
|
||
wearing round, gold-rimmed glasses. His hands are tucked into the pockets of
|
||
his light gray sweatpants, creating a laid-back and relaxed vibe.
|
||
output:
|
||
url: images/12.png
|
||
base_model: black-forest-labs/FLUX.1-dev
|
||
instance_prompt: flat lay
|
||
license: creativeml-openrail-m
|
||
---
|
||
|
||
|
||
<Gallery />
|
||
|
||
# **Model description for Flux-FlatLay-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 | 28 & 3900 |
|
||
| Epoch | 23 | Save Every N Epochs | 1 |
|
||
|
||
Labeling: florence2-en(natural language & English)
|
||
|
||
Total Images Used for Training : 60 [ 14 bit raw Camera Uncompressed Format {CUF} ]
|
||
|
||
## Best Dimensions & Inference
|
||
|
||
| **Dimensions** | **Aspect Ratio** | **Recommendation** |
|
||
|-----------------|------------------|---------------------------|
|
||
| 1280 x 832 | 3:1 | Compatible |
|
||
| 1024 x 1024 | 768*1024 | Best |
|
||
| 1024 x 1024 | 1:1 | Default |
|
||
|
||
### Inference Range & Sample Endpoint / API
|
||
|
||
- **Recommended Inference Steps:** 30–35
|
||
|
||
|
||
|
||
## Setting Up
|
||
```python
|
||
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-FlatLay-LoRA"
|
||
trigger_word = "flat lay"
|
||
pipe.load_lora_weights(lora_repo)
|
||
|
||
device = torch.device("cuda")
|
||
pipe.to(device)
|
||
```
|
||
|
||
## Trigger words
|
||
|
||
You should use `flat lay` to trigger the image generation.
|
||
|
||
## Download model
|
||
|
||
Weights for this model are available in Safetensors format.
|
||
|
||
[Download](/strangerzonehf/FlatLay-CC1/tree/main) them in the Files & versions tab. |