DPM-Solver provides dedicated high-order ODE solvers for discrete-time and continuous-time diffusion models without requiring additional training. The solver achieves high-quality sample generation in only 10-20 function evaluations compared to hundreds required by traditional methods. It integrates with Stable Diffusion and the Hugging Face Diffusers library, with DPM-Solver++ supporting guided sampling for conditional generation.