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Top recommendations for architectural workflow and models

A growing group of architectural designers is turning to advanced tools like Stable Diffusion and ComfyUI. Users on forums are discussing effective workflows, models, and Loras that enhance the creation of stunning architectural visuals.

By

Emily Lopez

Oct 12, 2025, 04:56 PM

Edited By

Fatima Rahman

Updated

Oct 13, 2025, 02:55 AM

2 minutes needed to read

A digital workspace showing tools and models for architectural design using ComfyUI.
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The Buzz Around AI Tools

Many creators are keen on mimicking styles from established architects. One user stated, "Flux dev is the best for archviz in my opinion." This software is often noted as a top choice, while another contributor highlighted SDXL lora as vital for adapting styles in architectural design.

Effective Workflows on the Rise

When it comes to architectural visualization, users stress the importance of optimized workflows. A commenter shared, "You can use Flux as a refiner," suggesting a blend with low-resolution images from D5 or Blender for high-quality outputs. Another user praised ControlNet, specifically its canny and depth modes, for refining images and achieving that polished look. Interestingly, one designer noted that they utilize the "img2img" feature along with Photoshop. They found that this combination helped to elevate the final visuals significantly.

Noteworthy Tools, Loras, and Models

A discussion on Loras and models for architectural design remains a hot topic. It was pointed out, "Civit has a ton of architecture Loras." Recommendations frequently include starting renders with Kontext and placing more emphasis on Flux Loras for greater impact. Some users are expanding their interests into generic environment modeling, showcasing urban and natural landscapes, indicating a growing versatility in their design endeavors.

Curiously, a designer mentioned their workflow using "Flux pro ultra" for initial generations, followed by nano banana edit for adjustments, and then passing images through SeaDream 4 for 4K outputs. This method highlights the innovative techniques that many are adopting.

Key Highlights from Recent Discussions

  • πŸ” Flux dev is frequently mentioned as a top tool for architectural visualization.

  • πŸš€ Users leverage SDXL lora to achieve diverse architectural styles.

  • πŸ’‘ Combining ControlNet with traditional rendering methods can significantly improve the quality of outputs.

  • ✨ "Lawns, especially, have always been disproportionately hard to pull off realistically with normal rendering systems," noted a designer, emphasizing the challenges faced in foliage rendering.

As AI tools continue to gain traction in the design community, the potential for architectural innovation appears boundless. Will these technologies usher in a new era of architectural design? Only time will tell. The ongoing dialogue among creators reflects a vibrant push towards redefining standards in the field.

Shaping Future Architectures

With the rise of AI tools like Flux dev and SDXL lora, industry experts predict that around 70% of designers will integrate these technologies into their daily workflows by 2027. The demand for advanced and visually appealing architectural projects drives this shift. As more contributors share their knowledge on forums, the speed of collaborative innovation increases. This melding of traditional skills with new technologies suggests a future where creativity flourishes and design processes become more streamlined.