nvidia rtx 5090 performance boost

NVIDIA’s new 3D-guided Generative AI Blueprint greatly boosts image creation speed. Released in April 2025, it lets artists control AI art using 3D scenes rather than text. The tool cuts rendering time on RTX 5090 GPUs from 25 to just 11 seconds. It requires at least 48GB RAM and works with Blender software. The system connects with FLUX.1-dev through ComfyUI for a user-friendly experience. More technical details reveal how this advancement transforms creative workflows.

NVIDIA has released a new tool that’s changing how artists create images with AI. The company’s new 3D-guided Generative AI Blueprint, announced on April 30, 2025, gives creators more control over their AI art. Instead of trying to describe every detail in words, artists can now use 3D scenes to guide the AI.

The new system works by taking depth maps from Blender, a popular 3D software. These maps help the AI understand where objects should be in the final image. This solves one of the biggest problems with AI art – getting the exact layout you want.

Performance is a major selling point of the new blueprint. On NVIDIA‘s RTX 5090 graphics card, image generation takes just 11 seconds compared to 25 seconds with standard methods. That’s more than twice as fast for the same quality at 1024×1024 resolution.

Users need powerful hardware to run the system. It works with RTX 4080 GPUs and higher, including the new RTX 5090 and 5080 cards. The system also needs at least 48 GB of RAM to run smoothly.

The blueprint connects with FLUX.1-dev from Black Forest Labs, which provides the actual image generation models. The models have been optimized through TensorRT and quantization to significantly reduce VRAM usage while maintaining quality. Everything runs through ComfyUI, giving users a flexible interface to work with.

Creators will find this approach much faster for trying new ideas. They can simply move a camera in the 3D scene to get a new perspective, rather than writing a complex description and hoping the AI understands it. This makes exploring different scene layouts and environments much quicker.

The blueprint can be integrated with digital twins for interactive simulation, allowing artists to visualize how their creations would exist in virtual physical environments.

The tool is currently available for non-commercial use. People wanting to use it for business must contact Black Forest Labs directly. All the necessary instructions and download scripts are available through NVIDIA’s GitHub repository.

This blueprint is part of NVIDIA’s broader effort to provide pre-defined AI workflows for developers. It represents their approach to making advanced AI more accessible while maintaining their standards for trustworthy AI development.

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