Online Tutorial丨Generate SOTA Level Images in 1 Step, Hyper-SD One-click Start Tutorial Is Online!
In recent years, diffusion models have been widely used in text image tasks, but in the process of achieving high-quality image generation, multi-step reasoning is usually required for denoising, which obviously greatly increases the cost of computing resources.
To address this problem, researchers introduced a distillation algorithm and launched a diffusion-aware distillation algorithm to accelerate the reasoning process of the diffusion model. Currently, the commonly used methods can be roughly divided into track-preserving distillation and track-reconstructing distillation.However, they all suffer from serious performance degradation and domain shift.
To this end, ByteDance proposed an innovative framework called Hyper-SD, which takes advantage of the strengths of the above two methods and avoids their weaknesses. It maintains near-lossless performance while compressing the number of denoising steps, and achieves fast and high-quality image generation through the Trajectory Segmented Consistency Distillation (TSCD) technology.
Extensive experiments and user studies show that Hyper-SD achieves state-of-the-art image generation performance on both SDXL and SD1.5 architectures from 1 to 8 generation steps.
"Hyper-SD Real-time Drawing and Production" has been launched in the HyperAI Super Neural Tutorial section. You don't need to enter any commands, just clone it with one click to start!
Tutorial address:
Demo Run
- Log in to hyper.ai, go to the Tutorials page, select Hyper-SD Real-time Painting, and click Run this tutorial online.
2. After the page jumps, click "Clone" in the upper right corner to clone the tutorial into your own container.
3. Click "Next: Select Hashrate" in the lower right corner.
4. After the page jumps, select "NVIDIA RTX 4090" and "PyTorch" image, and click "Next: Review".New users can register using the invitation link below to get 4 hours of RTX 4090 + 5 hours of CPU free time!
HyperAI exclusive invitation link (copy and open in browser):
https://openbayes.com/console/signup?r=6bJ0ljLFsFh_Vvej
5. After confirmation, click "Continue" and wait for resources to be allocated. The first cloning takes about 1 minute. When the status changes to "Running", click the jump arrow next to "API Address" to jump to the Demo page.Please note that users must complete real-name authentication before using the API address access function.
Effect Preview
- After opening the Demo, simply draw a shape in the drawing area, enter the prompt (for example, Lighthouse on the sea), and click "run" to generate an image.
2. Continue adding different strokes, and you can see that it changes to different pictures in real time according to the new strokes.
