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How to use and test a LoRA

ATELIER DESIGNA 862 4 days ago
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In this tutorial, I break down what LoRA (Low-Rank Adaptation) is and show you how to test and compare LoRA strengths and steps using the XY plot component in ComfyUI. This video also covers text-to-image prompting techniques using my own custom LoRA, available exclusively to my Patreon members. I share tips and tricks for achieving the best results when working with LoRA in architectural visualization and AI-generated design. 👉 Join my Patreon for exclusive access to my LoRA and more in-depth content: https://www.patreon.com/c/AtelierDesignAlgorithmic Chapters: 00:00 – Introduction 00:39 – What is a LoRA? 02:00 – Where to Find Quality Architecture LoRA Models 05:44 – How to Save and Organize Your LoRA Files 06:25 – Introduction to the XY Grid Component 07:27 – Step-by-Step Guide to Building an XY Grid in ComfyUI 21:05 – Crafting Effective Prompts for LoRA Testing 24:37 – Results Analysis and Comparison 30:12 – Simplifying the Script for Efficiency 31:17 – Iterating Models and Prompts to Test LoRA Performance 37:05 – Exploring Additional Results 39:30 – Conclusion and Key Takeaways . 📌 Resources: Install ComfyUI : https://youtu.be/JPiNFtoBi_Q Upscale Image : https://youtu.be/9Dd5q44fs0Y Set out grasshopper and Rhino : https://youtu.be/i5_2fzi28Kw Setout ComfyUI : https://youtu.be/i5_2fzi28Kw . 🔔 Subscribe and turn on notifications to stay updated with new videos, and don’t forget to leave a like and comment if this tutorial helped you! Your support is what keeps this channel going. . 📌 Resources: Join the community on Discord : https://discord.gg/a8zueNef Become a Patreon : https://www.patreon.com/c/AtelierDesignAlgorithmic • Access all workflow & files • Unlock exclusive perks on discord More tutorials and content about AI & computational design: https://www.youtube.com/channel/UCoHNO3-ZFfc1Z6feiZ-_Zew ________________________________________ Support the Channel on Patreon: If you enjoyed this tutorial and want to see more like it, consider supporting the channel on Patreon : https://www.patreon.com/c/AtelierDesignAlgorithmic ! Your support helps me create high-quality content and keep these tutorials free for everyone. Plus, Patreon members get early access, behind-the-scenes insights, and exclusive content tailored to boost your skills in architecture, computational design & AI. ________________________________________ Let’s Connect: • LinkedIn: https://www.linkedin.com/in/brice-pannetier • Instagram: https://www.instagram.com/atelierdesigna/ • Thread: https://www.threads.net/@atelierdesigna • Website: https://www.iiiic.studio/computational ________________________________________ Thank you for watching and for being part of this community! #AI #ArchitectureAI #lora #Physicalmodel #model #flux

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