--- 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 **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.