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2. 11 Google's text-to-image diffusion model, Imagen, uses large language models to encode text for image synthesis, with impressive photorealistic results. Large language models are trained on vast text-only datasets, which means that they are exposed to a very rich and wide distribution of text, in comparison to datasets of image-text pairings;Id ; Chitwan;12 How Stable Diffusion works? Latent Diffusion Models Explained, LOUIS-FRAN�OIS BOUCHARD, AKA WHAT'S AI,1995