|
--- |
|
tags: |
|
- text-to-image |
|
- lora |
|
- diffusers |
|
- template:diffusion-lora |
|
- Flux.1-Dev |
|
- Stamp-Art |
|
- Illustration |
|
widget: |
|
- text: >- |
|
stam9, Captured on a light green background is a postage stamp that reads |
|
"19" and "Starwberry". The stamp features two red strawberries with green |
|
stems and green leaves. The strawberries have small white dots on them. |
|
Below the strawberries, the word "starwberry" is written in black letters. |
|
The stamp has a scalloped border around the edges. |
|
output: |
|
url: images/SS1.png |
|
- text: >- |
|
stam9, Captured from a high-angle perspective on a vibrant red backdrop, a |
|
square-shaped postage stamp features a red tomato with a green stem and a |
|
green leaf on top of it. The tomato is drawn in a cartoon-like fashion, with |
|
the word "TOMATO" written below it in a bold, blue font. The background is a |
|
light beige, with a rough texture, adding depth to the composition. |
|
output: |
|
url: images/SS2.png |
|
- text: >- |
|
stam9, Captured from a close-up perspective on a deep royal blue backdrop, a |
|
square-shaped postage stamp features a bright yellow banana, slightly |
|
peeled, with its smooth skin curling down. The banana is illustrated in a |
|
playful cartoon style, with the word "BANANA" written above it in a |
|
cheerful, curved red font. The background has a soft gradient of lighter |
|
blue shades, creating a subtle sense of movement and contrast. |
|
output: |
|
url: images/SS3.png |
|
base_model: black-forest-labs/FLUX.1-dev |
|
instance_prompt: stam9 |
|
license: creativeml-openrail-m |
|
--- |
|
# Flux.1-Dev-Stamp-Art-LoRA |
|
|
|
<Gallery /> |
|
|
|
**The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.** |
|
|
|
## Model description |
|
|
|
**prithivMLmods/Flux.1-Dev-Stamp-Art-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 | 19 & 1850| |
|
| Epoch | 10 | Save Every N Epochs | 1 | |
|
|
|
Labeling: florence2-en(natural language & English) |
|
|
|
Total Images Used for Training : 24 |
|
|
|
## Best Dimensions |
|
|
|
- 1024 x 1024 (Default) |
|
|
|
## 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 = "prithivMLmods/Flux.1-Dev-Stamp-Art-LoRA" |
|
trigger_word = "stam9" |
|
pipe.load_lora_weights(lora_repo) |
|
|
|
device = torch.device("cuda") |
|
pipe.to(device) |
|
``` |
|
## Data source |
|
|
|
- https://playground.com/ |
|
|
|
## Full Stamp Generation without Backdrop |
|
|
|
| **Stamp ID** | **Description** | |
|
|--------------|---------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------| |
|
| **stam9** | A vibrant orange-yellow smiley face prominently displayed against a stark red backdrop. The face features three black circles, each with a small black dot in the center. The mouth is open, revealing a large white knife sticking out of it. Below the knife, the word "DUCKZILLA" is written in bold, black letters. To the right, black hand-written text reads "It's Chork!" in bold, red font. The background is a combination of white and black, providing a striking contrast to the orange face. | |
|
| **stam9** | A medium-sized painting of a margarita glass filled with red liquid, set against a dark blue background. The glass is surrounded by green leaves, with three strawberries on both the left and right sides of the glass. A white flower is centered in the image, with the letter "D" positioned in the upper left corner of the frame. The background features a deep maroon color with a white border. | |
|
|
|
## Trigger words |
|
|
|
You should use `stam9` to trigger the image generation. |
|
|
|
## Download model |
|
|
|
Weights for this model are available in Safetensors format. |
|
|
|
[Download](/prithivMLmods/Flux.1-Dev-Stamp-Art-LoRA/tree/main) them in the Files & versions tab. |
