EmbeddingEdit

Website

Features

• I implement each step of image generation, so interpolation is possible at any stage.

  1. prompt tokenization
  2. raw word embedding
  3. prompt embedding
  4. denozing

• image generation from a prompt

• images generation along with { linear, ... }interpolation between { prompt, } embedding

Tutorial

1. You have to prepare the environment.

   pip3 install torch torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
   pip install diffusers["torch"] transformers
   pip install accelerate

2. You can run programs.
   • You are available to generate image from a prompt.

     python single.py --prompt "a dog playing with ball"

   • You are also available to generate few images along with linear interpolation.

     python interp.py --prompt_a "Only an apple" --prompt_b "ten apples"