DeepFloyd IF is a state-of-the-art text-to-image model that can generate high-quality images based on text prompts. It was introduced by StabilityAI and its multimodal AI research lab DeepFloyd. The model consists of a frozen text encoder based on the T5 transformer and three cascaded pixel diffusion modules: a base model that generates 64×64 px image, and two super-resolution models that upscale the image to 256×256 px and 1024×1024 px23. The model has a high degree of photorealism and language understanding, achieving a zero-shot FID score of 6.66 on the COCO dataset. The model can also perform image modification, style transfer, super-resolution and inpainting using text prompts.
▼ Link(s) From Today’s Video:
✩ Try Deepfloyd IF: Accept HERE first: https://huggingface.co/DeepFloyd/IF-I-XL-v1.0 THEN Move on to the generator: https://huggingface.co/spaces/DeepFloyd/IF
Also available via colab: https://colab.research.google.com/github/huggingface/notebooks/blob/main/diffusers/deepfloyd_if_free_tier_google_colab.ipynb
✩ Deepfloyd IF Github: https://github.com/deep-floyd/IF
✩ Deepfloyd IF Discord: https://discord.gg/zSUbJEKywA
✩ Stability AI Tweet: https://twitter.com/StabilityAI/status/1651984142383579136
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