📄️ Embeddings
Embedding is the use of text inversion, which is the process of creating a custom Stable Diffusion model. By providing your own images and text descriptions to them, the algorithm learns to create new images that match the text description and style of the images.
📄️ Hypernetworks
A hypernetwork is simply a small network that generates the weights of a much larger network, such as the weights of a deep ResNet, effectively parameterizing the weights of each layer of the ResNet network.
📄️ LoRA
LowRank Adaptation of Large Language Models