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---
tags:
- text-to-image
- lora
- diffusers
- template:diffusion-lora
- Fluid texture
- 3D-Bubbly
- Flux
- Flux-Dev
- LoRA
- SDXL
- SD
widget:
- text: >-
Create a stunning wallpaper featuring a 3D bubbly-style Batman character in
his iconic black and grey suit, prominently displaying the yellow bat symbol
on his chest. The character should have his eyes closed in a relaxed pose,
with one hand raised as if signaling a gesture. Surround him with a glossy,
distorted beige background that has fluid-like waves, enhancing the surreal
effect. Above the character, incorporate the name "Batman" in a bold, black
comic-style font that matches the overall theme. The image should have a
surreal, melted appearance, giving it a dynamic, fluid texture that makes it
ideal for a wallpaper.
output:
url: images/1111.png
- text: >-
Create a stunning wallpaper featuring a 3D bubbly-style Tom and Jerry scene, showcasing both characters in a playful interaction. Tom should be depicted in his classic blue-gray color, looking surprised with wide eyes and a playful expression, while Jerry, the small brown mouse, should be in a cheeky pose, holding a piece of cheese with a mischievous grin. Surround them with a glossy, distorted beige background that has fluid-like waves, enhancing the surreal effect. Above the characters, incorporate the name "TOM AND JERRY" in a bold, black comic-style font that complements the lively theme. The image should have a surreal, melted appearance, giving it a dynamic, fluid texture that makes it ideal for a fun wallpaper.'
output:
url: images/2222.png
- text: >-
Create a stunning wallpaper featuring a 3D bubbly-style Deadpool character in his iconic red and black suit, vividly showcasing his playful and irreverent personality. The character should be in a dynamic fighting pose, with his eyes narrowed and a cheeky grin, wielding dual katanas ready for action. Surround him with a glossy, distorted red and black background that has fluid-like waves, enhancing the chaotic and intense atmosphere. Above the character, incorporate the name "DEADPOOL" in a bold, white comic-style font with splatters of red, matching the overall theme. The image should have a surreal, melted appearance, giving it a dynamic, fluid texture that makes it ideal for a vibrant and action-packed wallpaper.'
output:
url: images/3333.png
base_model: black-forest-labs/FLUX.1-dev
instance_prompt: 3d bubbly
license: creativeml-openrail-m
---
# Kepler-452b-LoRA-Flux-Dev-3D-Bubbly
<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/Kepler-452b-LoRA-Flux-Dev-3D-Bubbly**
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 | 25 & 1K+ |
| Epoch | 20 | Save Every N Epochs | 1 |
Labeling: florence2-en(natural language & English)
Total Images Used for Training : 50+ [ Hi-RES ] & More ...............
& More ...
## Trigger prompts
Create a stunning wallpaper featuring a 3D bubbly-style Batman character in his iconic black and grey suit, prominently displaying the yellow bat symbol on his chest. The character should have his eyes closed in a relaxed pose, with one hand raised as if signaling a gesture. Surround him with a glossy, distorted beige background that has fluid-like waves, enhancing the surreal effect. Above the character, incorporate the name "Batman" in a bold, black comic-style font that matches the overall theme. The image should have a surreal, melted appearance, giving it a dynamic, fluid texture that makes it ideal for a wallpaper.
Create a stunning wallpaper featuring a 3D bubbly-style Tom and Jerry scene, showcasing both characters in a playful interaction. Tom should be depicted in his classic blue-gray color, looking surprised with wide eyes and a playful expression, while Jerry, the small brown mouse, should be in a cheeky pose, holding a piece of cheese with a mischievous grin. Surround them with a glossy, distorted beige background that has fluid-like waves, enhancing the surreal effect. Above the characters, incorporate the name "TOM AND JERRY" in a bold, black comic-style font that complements the lively theme. The image should have a surreal, melted appearance, giving it a dynamic, fluid texture that makes it ideal for a fun wallpaper.
Create a stunning wallpaper featuring a 3D bubbly-style Deadpool character in his iconic red and black suit, vividly showcasing his playful and irreverent personality. The character should be in a dynamic fighting pose, with his eyes narrowed and a cheeky grin, wielding dual katanas ready for action. Surround him with a glossy, distorted red and black background that has fluid-like waves, enhancing the chaotic and intense atmosphere. Above the character, incorporate the name "DEADPOOL" in a bold, white comic-style font with splatters of red, matching the overall theme. The image should have a surreal, melted appearance, giving it a dynamic, fluid texture that makes it ideal for a vibrant and action-packed wallpaper.
| Parameter | Value |
|-----------------|---------------------------------------------------------------------------------------|
| Prompt | Create a stunning wallpaper featuring a 3D bubbly-style Deadpool character in his iconic red and black suit, vividly showcasing his playful and irreverent personality. The character should be in a dynamic fighting pose, with his eyes narrowed and a cheeky grin, wielding dual katanas ready for action. Surround him with a glossy, distorted red and black background that has fluid-like waves, enhancing the chaotic and intense atmosphere. Above the character, incorporate the name "DEADPOOL" in a bold, white comic-style font with splatters of red, matching the overall theme. The image should have a surreal, melted appearance, giving it a dynamic, fluid texture that makes it ideal for a vibrant and action-packed wallpaper.' |
| Sampler | euler |
## 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 = "prithivMLmods/Kepler-452b-LoRA-Flux-Dev-3D-Bubbly"
trigger_word = "3d bubbly, Fluid texture " # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)
device = torch.device("cuda")
pipe.to(device)
```
## Simple Gradio Implementation
## app.py
```
import gradio as gr
gr.load("models/prithivMLmods/Kepler-452b-LoRA-Flux-Dev-3D-Bubbly").launch()
```
## pythonproject.py
```
from fastapi import FastAPI
from fastapi.middleware.cors import CORSMiddleware
import gradio as gr
def image_generator(prompt):
pass
interface = gr.Interface(fn=image_generator, inputs="text", outputs="image")
app = FastAPI()
app.add_middleware(
CORSMiddleware,
allow_origins=["*"],
allow_credentials=True,
allow_methods=["*"],
allow_headers=["*"],
)
app = gr.mount_gradio_app(app, interface, path="/")
```
## App File Structure
/project-root/
│
├── .gitattributes
├── README.md
├── app.py
├── pythonproject.py
│
## Trigger words
You should use `3d bubbly`, `Fluid texture ` to trigger the image generation.
## Similar/Older Variants
[prithivMLmods/Canopus-Pixar-Art](https://huggingface.co/prithivMLmods/Canopus-Pixar-Art)
[prithivMLmods/Canopus-Pixar-3D-Flux-LoRA](https://huggingface.co/prithivMLmods/Canopus-Pixar-3D-Flux-LoRA)
## Download model based on Flux-Dev
Weights for this model are available in Safetensors format.
[Download](/prithivMLmods/Kepler-452b-LoRA-Flux-Dev-3D-Bubbly/tree/main) them in the Files & versions tab.
## Download LoRA based on SDXL
Weights for this model are available in Safetensors format.
[Download](/https://huggingface.co/prithivMLmods/Kepler-452b-LoRA-Flux-Dev-3D-Bubbly/tree/main/SDXL) them in the Files & versions tab. |