24d8e29ef29af157ce206440bcfd32e4c0d8e5ec
min(DALL·E)
This is a minimal implementation of DALL·E Mini in both Flax and PyTorch
Setup
Run sh setup.sh to install dependencies and download pretrained models. The only required dependencies are flax and torch. In the bash script, GitHub LFS is used to download the VQGan detokenizer and the Weight & Biases python package is used to download the DALL·E Mini and DALL·E Mega transformer models. These models can also be downloaded manually:
VQGan: https://huggingface.co/dalle-mini/vqgan_imagenet_f16_16384
DALL·E Mini: https://wandb.ai/dalle-mini/dalle-mini/artifacts/DalleBart_model/mini-1/v0/files
DALL·E Mega: https://wandb.ai/dalle-mini/dalle-mini/artifacts/DalleBart_model/mega-1-fp16/v14/files
Run
Here are some examples
python image_from_text.py --seed=7 --text='alien life'
python image_from_text.py --mega --seed=4 --text='a comfy chair that looks like an avocado'
python image_from_text.py --mega --seed=100 --text='court sketch of godzilla on trial'
Description
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Python
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