Shypd.aiThe largest open index of AI toolsDPM-Solver is an open-source code library for fast ODE solving in diffusion probabilistic model sampling. It enables high-quality sample generation in around 10 to 20 function evaluations, supporting both discrete-time and continuous-time diffusion models.
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DPM-Solver is an open-source code library providing a fast, high-order ODE solver specifically designed for diffusion probabilistic model sampling. It includes DPM-Solver and the improved DPM-Solver++, both offering convergence order guarantees without requiring further training. This tool significantly accelerates the sampling process, capable of generating high-quality samples with only 10 to 20 function evaluations across various datasets. It supports both discrete-time and continuous-time diffusion models and is integrated into popular libraries like Hugging Face Diffusers, making it accessible for applications such as Stable-Diffusion, DeepFloyd-IF, and image editing tasks like DiffEdit. The library supports various model types (noise, data, velocity prediction, score function) and sampling types (unconditional, classifier guidance, classifier-free guidance), offering flexibility for developers working with diffusion models.
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