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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

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/ β”‚ β”œβ”€β”€ .gitattributes
β”œβ”€β”€ README.md
β”œβ”€β”€ app.py
β”œβ”€β”€ pythonproject.py
β”‚

Trigger words

You should use 3d bubbly, Fluid texture to trigger the image generation.

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Weights for this model are available in Safetensors format.

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