Web Reference: Mar 28, 2023 · This denoising process is called sampling because Stable Diffusion generates a new sample image in each step. The method used in sampling is called the sampler or sampling method. Sep 18, 2024 · In Stable Diffusion, samplers guide the process of turning noise into an image over multiple steps. The sampler controls the diffusion process—how each image layer is iteratively improved, transitioning from a random noise field to something recognizable and detailed. In the context of Stable Diffusion, converging means that the model is gradually approaching a stable state. This means that the model is no longer changing significantly, and the generated images are becoming more realistic. There are a few different ways to measure convergence in Stable Diffusion. One common way is to use the loss function.
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