Samplers #4
Description
Description
This issue tracks the samplers have been requested and/or implemented in azula.sample. You are welcome to request new samplers. If you wish to contribute to Azula, this list is a good place to start.
List of requested samplers
- Annealed Langevin dynamics by Song et al. (2019)
- Denoising Diffusion Probabilistic Model (DDPM) sampler by Ho et al. (2020)
- Denoising Diffusion Implicit Model (DDIM) sampler by Song et al. (2021)
- Predictor-Corrector (PC) sampler by Song et al. (2021)
- Linear Multi-Step (LMS) sampler from crowsonkb/k-diffusion
- Diffusion Probabilistic Model Solver (DPM-Solver) sampler by Lu et al. (2022)
- DPM-Solver++ sampler by Lu et al. (2022)
- DPM-Solver-v3 sampler by Zheng et al. (2023)
- Unified Predictor-Corrector (UniPC) sampler by Zhao et al. (2023)
- Stochastic Adams (SA) sampler by Xue et al. (2023)