metadata

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

Prompt
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.

Prompt
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.'

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.'

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

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

prithivMLmods/Canopus-Pixar-3D-Flux-LoRA

Download model based on Flux-Dev

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.

Download LoRA based on SDXL

Weights for this model are available in Safetensors format.

Download them in the Files & versions tab.