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Taming Transformers for High-Resolution Image Synthesis β€” JAX/Flax Implementation

This repository contains a from-scratch implementation of the paper:

** Taming Transformers for High-Resolution Image Synthesis **
(https://arxiv.org/abs/2012.09841)

🏁 Training First Stage (VQGAN)

python train_vqgan.py configs/celeba_vqgan.yaml

🏁 Training Second Stage (Transformer)

python train_transformer.py configs/celeba_transformer.yaml

🎨 Inference

python inference.py configs/celeba_transformer.yaml

πŸ–Ό Sample Generated Images From CelebA

Generated Image Generated Image Generated Image Generated Image Generated Image Generated Image

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Paper for MCA61/VQGAN