⏳ Schedulers
Available schedulers
Scenario API allows changing the default scheduler associated with the model.
The full list of available schedulers:
SchedulerName |
---|
DDIMScheduler |
DDPMScheduler |
DEISMultistepScheduler |
DPMSolverMultistepScheduler |
DPMSolverSinglestepScheduler |
EulerAncestralDiscreteScheduler |
EulerDiscreteScheduler |
HeunDiscreteScheduler |
KDPM2AncestralDiscreteScheduler |
KDPM2DiscreteScheduler |
LMSDiscreteScheduler |
PNDMScheduler |
UniPCMultistepScheduler |
LCMScheduler |
TCDScheduler |
They offer a wide variety of results. Depending on your use case, select the one that best fits your needs.
Results Comparison
The following grids of images have been generated using:
- the same public generator (
modelId
:WMFVfL6ASISizG1T7X2NNw
aka "JRPG Adventure") - the same
seed
- the same
prompt
:"a bear alone in dark woods"
You'll notice than the highest number of steps or guidance don't necessarily give the best results.
30 steps
![30 steps, variations on guidance and scheduler](https://files.readme.io/81f36fb-30_steps_guidance_scheduler.png)
30 steps, variations on guidance and scheduler
40 steps
![40 steps, variations on guidance and scheduler](https://files.readme.io/f7c2137-40_steps_guidance_scheduler.png)
40 steps, variations on guidance and scheduler
50 steps
![50 steps, variations on guidance and scheduler](https://files.readme.io/90beb91-50_steps_guidance_scheduler.png)
50 steps, variations on guidance and scheduler
Updated 17 days ago