Castor 3D Sketchfab Flux LoRA

🚀 Castor-3D-Sketchfab-Flux-LoRA

This model focuses on text - to - image generation, leveraging LoRA and Diffusers. It's currently in the training phase, aiming to generate high - quality 3D Sketchfab - style images.

📊 Model Tags

• text - to - image
• lora
• diffusers
• template:diffusion - lora

🖼️ Model Widget Examples

• Input Text 1: '3D Sketchfab, A low - angle view of a brown military tank on a bright yellow background. The tank has a red number "88" on the side of it. There is a black X on the top of the tank. There are two black wheels on the bottom of it and a black stripe on the right side of the front of the left side of this tank.'
  • Output Image: View
• Input Text 2: '3D Sketchfab, An eye - level view of a small red building with a green sign on the front of it. The building is surrounded by a small patch of brown dirt. There is a brown roof on the right side of the building and a red door on the left side. There are small green plants on the ground around the building. A black telephone pole is in the center of the image. A white dish is on the roof of the house.'
  • Output Image: View
• Input Text 3: '3D Sketchfab, a vibrant orange box is adorned with a fish sculpture. The fish sculpture is a vibrant shade of blue, with a striped pattern on its body. It is positioned on a light purple background, with the fish head facing towards the right side of the frame. A knife with a black handle is positioned to the left of the fish sculpture, positioned on top of the box.'
  • Output Image: View

🚀 Quick Start

🛠️ 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/Castor-3D-Sketchfab-Flux-LoRA"
trigger_word = "3D Sketchfab"  # Leave trigger_word blank if not used.
pipe.load_lora_weights(lora_repo)

device = torch.device("cuda")
pipe.to(device)

⚠️ Important Note

The model is still in the training phase. This is not the final version and may contain artifacts and perform poorly in some cases.

✨ Features

📋 Model description

prithivMLmods/Castor-3D-Sketchfab-Flux-LoRA

Image Processing Parameters

• Labeling: florence2 - en(natural language & English)
• Total Images Used for Training : 39

📁 App File Structure

/project-root/
├── .gitattributes         
├── README.md      
├── app.py             
├── pythonproject.py     

🧨 Trigger words

You should use 3D Sketchfab to trigger the image generation.

📦 Installation

The weights for this model are available in Safetensors format. You can Download them in the Files & versions tab.

📄 License

This model is licensed under the creativeml - openrail - m license.