open-mmlab/mmagic
[New Models] Support On Distillation of Guided Diffusion Models
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#1,294 opened on 2022/10/13
good first issuehelp wanted
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説明
Model/Dataset/Scheduler description
Classifier-free guided diffusion models have recently been shown to be highly effective at high-resolution image generation, and they have been widely used in large-scale diffusion frameworks including DALL-E 2, GLIDE and Imagen.
The proposed model is able to generate images visually comparable to that of the original model using as few as 4 sampling steps on ImageNet 64x64 and CIFAR-10, achieving FID/IS scores comparable to that of the original model while being up to 256 times faster to sample from.
Open source status
- The model implementation is available
- The model weights are available.