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Hey everyone,
Just built this production-ready AI pipeline designed to take raw, unedited 3D product renders and upscale/transform them into high-end marketing visual assets while maintaining 100% strict product consistency.
### Key Framework Highlights:
* **Core Model:** Powered by Qwen Image Edit Model (`qwen_image_edit_2509_fp8_e4m3fn`).
* **Consistency:** Using specialized multi-angle LoRAs (`Qwen-Edit-2509-Multiple-angles`) combined with a lightning workflow for fast iterations.
* **Physics & Realism:** Designed complex liquid-splash and studio smoke simulation node trees to frame the product naturally without losing the core geometry or 'NZB' branding text.
The goal here was to create a repeatable template for agencies where you swap the input product and automatically get consistent exhibition-ready, social media, and mockup banners.
Happy to break down the nodes if anyone is interested in the workflow logic!