AI/diffusers
1
0
Fork 0
mirror of https://github.com/huggingface/diffusers.git synced 2026-01-27 17:22:53 +03:00
Code Activity

up

Browse Source
This commit is contained in:
Patrick von Platen
2022-12-01 13:16:15 +00:00
parent d8012a4825
commit 6874d2b57f
1 changed files with 27 additions and 1 deletions
Download Patch File Download Diff File Expand all files Collapse all files

28
docs/source/api/schedulers.mdx
View File

@@ -76,6 +76,33 @@ Original paper can be found [here](https://arxiv.org/abs/2206.00927) and the [im
[[autodoc]] DPMSolverMultistepScheduler
#### Heun scheduler inspired by Karras et. al paper
Algorithm 1 of [Karras et. al](https://arxiv.org/abs/2206.00364).
Scheduler ported from @crowsonkb's https://github.com/crowsonkb/k-diffusion library:
All credit for making this scheduler work goes to [Katherine Crowson](https://github.com/crowsonkb/)
[[autodoc]] HeunDiscreteScheduler
#### DPM Discrete Scheduler inspired by Karras et. al paper
Inspired by [Karras et. al](https://arxiv.org/abs/2206.00364).
Scheduler ported from @crowsonkb's https://github.com/crowsonkb/k-diffusion library:
All credit for making this scheduler work goes to [Katherine Crowson](https://github.com/crowsonkb/)
[[autodoc]] KDPM2DiscreteScheduler
#### DPM Discrete Scheduler with ancestral sampling inspired by Karras et. al paper
Inspired by [Karras et. al](https://arxiv.org/abs/2206.00364).
Scheduler ported from @crowsonkb's https://github.com/crowsonkb/k-diffusion library:
All credit for making this scheduler work goes to [Katherine Crowson](https://github.com/crowsonkb/)
[[autodoc]] KDPM2AncestralDiscreteScheduler
#### Variance exploding, stochastic sampling from Karras et. al
Original paper can be found [here](https://arxiv.org/abs/2006.11239).
@@ -86,7 +113,6 @@ Original paper can be found [here](https://arxiv.org/abs/2006.11239).
Original implementation can be found [here](https://arxiv.org/abs/2206.00364).
[[autodoc]] LMSDiscreteScheduler
#### Pseudo numerical methods for diffusion models (PNDM)