description: <h1 id="electric-vehicle-interior-lora-model-hex5mmvzr">Electric Vehicle Interior LoRA Model</h1><h2 id="overview-icye6ln1s">Overview</h2><p>"Electric Vehicle Interior" is a specialized LoRA model designed to enhance the generation of modern car interiors, with a particular focus on electric vehicles. This model addresses the limitations of existing models in producing contemporary automotive interior designs.</p><h2 id="key-features-lq8pawobw">Key Features</h2><p>- Tailored for generating up-to-date car interior images</p><p>- Specifically trained on electric vehicle interiors</p><p>- Enhances detail and modernity compared to standard models</p><h2 id="development-background-tn6mowm0q">Development Background</h2><p>As an automotive designer, I noticed that the Flux 1 series models, while excellent at improving image details, tended to generate outdated car interiors. To address this, I curated a dataset of modern electric vehicle interiors and used it to train this LoRA model. The goal was to create a tool capable of producing more contemporary and innovative interior designs, especially for electric vehicles.</p><h2 id="usage-guide-8m4csy40i">Usage Guide</h2><p>- This release contains only the LoRA model to optimize file size</p><p>- Compatible with ComfyUI</p><p>- Installation: Place the model in <code>./Comfyui/models/loras/</code></p><p>- Application: Use "Load Lora" as you would with SD1.5 or SDXL models</p><h2 id="performance-notes-naqguzvt7">Performance Notes</h2><p>- No specific trigger words required</p><p>- Best results achieved with more detailed prompts</p><p>- Optimal performance may require longer prompts (possibly due to T51_1 XXL base or training parameters)</p><h2 id="training-specifications-2v5wwoqcv">Training Specifications</h2><p>- Dataset: 383 images</p><p>- Resolution: 1024</p><p>- Maximum training epochs: 50</p><p>- Network module: LoKR</p><p>- Network dimensions: 4</p><p>- Factor: 6</p><p>- Optimizer: AdamW8bit</p><p>- UNet learning rate: 2e-4</p><p>- Training focus: UNet only</p><p>- Additional parameters:</p><p>- min_snr_gamma = 5</p><p>- multires_noise_iterations = 10</p><p>- multires_noise_discount = 0.3</p><h2 id="advanced-usage-jfk40exxc">Advanced Usage</h2><p>- Compatible with XLabs-AI/flux-controlnet-canny-v3 in ComfyUI</p><p>- For broader compatibility, use the <a target="_blank" rel="ugc" href="http://merge.py">merge.py</a> script from kohya-ss/sd-scripts to combine with Flux <a target="_blank" rel="ugc" href="http://1.dev">1.dev</a></p><p>- Training script: <a target="_blank" rel="ugc" href="https://github.com/kohya-ss/sd-scripts">kohya-ss/sd-scripts</a></p><p>This LoRA model represents an experimental approach to improving electric vehicle interior visualization, offering designers and enthusiasts a tool to explore modern automotive design concepts.</p><p></p><h3 id="note:-oge8jf3hy">Note:</h3><p>This model card was written with the assistance of Claude 3.5 Sonnet, an AI language model developed by Anthropic.</p>
modelVersions.availability: Public
modelVersions.baseModel: Flux.1 D
modelVersions.description: <p>This is an experimental version aimed at exploring the capabilities of the FLUX1 series models. It serves as an initial release to test the concept and effectiveness of the approach. Future versions with improved performance and refinements may be released based on the feedback and results from this experimental model.</p><p>This LoRA model represents an experimental approach to improving electric vehicle interior visualization, offering designers and enthusiasts a tool to explore modern automotive design concepts.</p>
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modelVersions.name: v0.2
modelVersions.publishedAt: 2024-08-25T08:27:40.740Z
name: electric_vehicleinterior_
tags: vehicle flux1.d