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DroidDiffusion-xl-v1

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metadata
model: DroidDiffusionXL
languages:
  - en
license: openrail
tags:
  - image-generation
  - lora
  - robot

Model Card for RoboDiffusionXL: Advanced Robotic Imagery LORA Model

Model usage

This model must not be used at full strength but at approximately 70%. E.g. in Auto1111 and Forge... < lora:droiddiffusionxl:0.7 > .

Example output

Example output

The main keyword for this model is:

  • Robot
  • e.g. A Protoss Art Deco Robot < lora:droiddiffusionxl:0.7 >

Model Details

  • Model Name: DroidDiffusionXL
  • Version: 1.0
  • Model Type: Image Generative LORA Model based on SDXL Base
  • Developers: Fiacre
  • Release Date: May 26, 2024
  • Model Repository: Hugging Face Models Hub

Overview

DroidDiffusion is a LORA (Latent Optimization with Representational Adjustment) based on the SDXL (Stable Diffusion XL) architecture. It is specially designed for generating high-quality, stylised photo of robots.

Training Data

DroidDiffusionXL was trained on a high-quality synthetic dataset curated to include a wide variety of robotic forms and styles.

Key Configuration and Settings

  • Learning Rate: 0.0009.
  • Rank: 256

Limitations

  • Limited styles.

Licensing and Usage

license: openrail

Future Work

Future updates will include more styles. Community suggestions are appreciated.