min-dalle

min(DALL·E) is a fast, minimal port of DALL·E Mini to PyTorch


Keywords
artificial-intelligence, deep-learning, pytorch, text-to-image
License
MIT
Install
conda install -c conda-forge min-dalle

Documentation

min(DALL·E)

Open In Colab

This is a minimal implementation of DALL·E Mini. It has been stripped to the bare essentials necessary for doing inference, and converted to PyTorch. The only third party dependencies are numpy and torch for the torch model and flax for the flax model.

Setup

Run sh setup.sh to install dependencies and download pretrained models. The models can also be downloaded manually: VQGan, DALL·E Mini, DALL·E Mega

Usage

Use the command line python script image_from_text.py to generate images. Here are some examples:

python image_from_text.py --text='alien life' --seed=7

Alien

python image_from_text.py --text='a comfy chair that looks like an avocado' --mega --seed=4

Avocado Armchair

python image_from_text.py --text='court sketch of godzilla on trial' --mega --seed=100

Godzilla Trial