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EleutherAI/DALLE-mtf

Implementation of OpenAI's DALL-E text-to-image model for large-scale distributed training using Mesh-TensorFlow on TPUs.

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This repository is an open implementation of OpenAI’s DALL-E model, designed for large-scale training across distributed TPU infrastructure. The system uses a variational autoencoder to compress images into discrete tokens, combined with an autoregressive transformer for text-to-image generation. It leverages Mesh-TensorFlow to enable training at scales comparable to or larger than the original 12-billion parameter DALL-E model.

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