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lucidrains/DALLE-pytorch

An open-source PyTorch implementation of OpenAI's DALL-E, a text-to-image transformer, including CLIP for generation ranking.

Core Features

Replication of DALL-E text-to-image generation

Integration with CLIP for ranking generated images

Support for training custom DALL-E models

Modular architecture for components like DiscreteVAE

Community-driven training examples and checkpoints

Quick Start

pip install dalle-pytorch

Detailed Introduction

This project provides an open-source, PyTorch-based replication of OpenAI's groundbreaking DALL-E model, a transformer capable of generating images from textual descriptions. It also integrates CLIP for improved ranking of generated outputs. By offering a modular and accessible implementation, DALLE-pytorch empowers researchers and developers to experiment with, train, and deploy their own text-to-image generative AI models, fostering innovation in the field of artificial intelligence and creative content generation.