description: <p>This LoRA for for Flux.1 aims to reproduce the distinctive style of Jean Giraud, a famous French artist who made significant contributions to the Franco-Belgian bandes dessinées (BD) tradition and is better known under the pseudonym Mœbius. His unique style, characterized by intricate line work, expansive worlds and visionary, surreal and imaginative  designs left an indelible mark on the genre.</p><p></p><p><strong>Recommended Usage: </strong>Start the prompt with "In the style of Moebius," with LoRA strength set to 1. </p><p></p><p>This LoRA was fine-tuned using the <a rel="ugc" href="https://github.com/ostris/ai-toolkit">ai-toolkit</a> on an RTX 3090. The fine-tuning process utilized 363 images of varying quality, all autocaptioned with Florence-2.</p><p>I am not fully satisfied with the current results, and I plan to retrain the model once I gain a better understanding of how to properly execute Flux fine-tuning.</p><p></p><p><strong>Training hyperparameters:</strong></p><ul><li><p>    Rank: 32</p></li><li><p>    Batch Size: 1</p></li><li><p>    Steps: 6000</p></li><li><p>    Learning Rate: 1e-4</p></li><li><p>    Optimizer: adamw8bit</p><p></p></li></ul><p>In case Comfy workflow metadata is not parsed by Civitai, all showcase images were generated with the following settings:</p><ul><li><p>    Model: flux1-dev (fp8e4m3fn)</p></li><li><p>    Text Encoder: t5pxxl_fp16</p></li><li><p>    Sampler: euler</p></li><li><p>    Scheduler: 24 steps (normal)</p></li><li><p>    Flux Guidance: 4</p></li><li><p>    LoRA Strength: 1</p></li></ul>
name: Style of Moebius
tags: style graphic novel moebius flux.1 flux1.d