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Add lms and dpmpp2_s karras scheduler #3551

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Merged
blessedcoolant merged 1 commit into from
Jun 18, 2023
Merged

Add lms and dpmpp2_s karras scheduler #3551

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2 changes: 2 additions & 0 deletions invokeai/backend/install/legacy_arg_parsing.py
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Original file line number Diff line number Diff line change
Expand Up @@ -9,6 +9,7 @@
"ddpm",
"deis",
"lms",
"lms_k",
"pndm",
"heun",
"heun_k",
Expand All @@ -18,6 +19,7 @@
"kdpm_2",
"kdpm_2_a",
"dpmpp_2s",
"dpmpp_2s_k",
"dpmpp_2m",
"dpmpp_2m_k",
"unipc",
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6 changes: 4 additions & 2 deletions invokeai/backend/stable_diffusion/schedulers/schedulers.py
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Expand Up @@ -7,7 +7,8 @@
ddim=(DDIMScheduler, dict()),
ddpm=(DDPMScheduler, dict()),
deis=(DEISMultistepScheduler, dict()),
lms=(LMSDiscreteScheduler, dict()),
lms=(LMSDiscreteScheduler, dict(use_karras_sigmas=False)),
lms_k=(LMSDiscreteScheduler, dict(use_karras_sigmas=True)),
pndm=(PNDMScheduler, dict()),
heun=(HeunDiscreteScheduler, dict(use_karras_sigmas=False)),
heun_k=(HeunDiscreteScheduler, dict(use_karras_sigmas=True)),
Expand All @@ -16,7 +17,8 @@
euler_a=(EulerAncestralDiscreteScheduler, dict()),
kdpm_2=(KDPM2DiscreteScheduler, dict()),
kdpm_2_a=(KDPM2AncestralDiscreteScheduler, dict()),
dpmpp_2s=(DPMSolverSinglestepScheduler, dict()),
dpmpp_2s=(DPMSolverSinglestepScheduler, dict(use_karras_sigmas=False)),
dpmpp_2s_k=(DPMSolverSinglestepScheduler, dict(use_karras_sigmas=True)),
dpmpp_2m=(DPMSolverMultistepScheduler, dict(use_karras_sigmas=False)),
dpmpp_2m_k=(DPMSolverMultistepScheduler, dict(use_karras_sigmas=True)),
unipc=(UniPCMultistepScheduler, dict(cpu_only=True))
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2 changes: 2 additions & 0 deletions invokeai/backend/web/modules/parameters.py
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Original file line number Diff line number Diff line change
Expand Up @@ -7,6 +7,7 @@
"ddpm",
"deis",
"lms",
"lms_k",
"pndm",
"heun",
'heun_k',
Expand All @@ -16,6 +17,7 @@
"kdpm_2",
"kdpm_2_a",
"dpmpp_2s",
"dpmpp_2s_k",
"dpmpp_2m",
"dpmpp_2m_k",
"unipc",
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2 changes: 2 additions & 0 deletions invokeai/frontend/web/src/app/constants.ts
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Expand Up @@ -3,10 +3,12 @@
export const SCHEDULERS = [
'ddim',
'lms',
'lms_k',
'euler',
'euler_k',
'euler_a',
'dpmpp_2s',
'dpmpp_2s_k',
'dpmpp_2m',
'dpmpp_2m_k',
'kdpm_2',
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2 changes: 1 addition & 1 deletion invokeai/frontend/web/src/services/api/models/InpaintInvocation.ts
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Expand Up @@ -45,7 +45,7 @@ export type InpaintInvocation = {
/**
* The scheduler to use
*/
scheduler?: 'ddim' | 'ddpm' | 'deis' | 'lms' | 'pndm' | 'heun' | 'heun_k' | 'euler' | 'euler_k' | 'euler_a' | 'kdpm_2' | 'kdpm_2_a' | 'dpmpp_2s' | 'dpmpp_2m' | 'dpmpp_2m_k' | 'unipc';
scheduler?: 'ddim' | 'ddpm' | 'deis' | 'lms' | 'lms_k' | 'pndm' | 'heun' | 'heun_k' | 'euler' | 'euler_k' | 'euler_a' | 'kdpm_2' | 'kdpm_2_a' | 'dpmpp_2s' | 'dpmpp_2s_k' | 'dpmpp_2m' | 'dpmpp_2m_k' | 'unipc';
/**
* The model to use (currently ignored)
*/
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2 changes: 1 addition & 1 deletion invokeai/frontend/web/src/services/api/models/LatentsToLatentsInvocation.ts
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Expand Up @@ -42,7 +42,7 @@ export type LatentsToLatentsInvocation = {
/**
* The scheduler to use
*/
scheduler?: 'ddim' | 'ddpm' | 'deis' | 'lms' | 'pndm' | 'heun' | 'heun_k' | 'euler' | 'euler_k' | 'euler_a' | 'kdpm_2' | 'kdpm_2_a' | 'dpmpp_2s' | 'dpmpp_2m' | 'dpmpp_2m_k' | 'unipc';
scheduler?: 'ddim' | 'ddpm' | 'deis' | 'lms' | 'lms_k' | 'pndm' | 'heun' | 'heun_k' | 'euler' | 'euler_k' | 'euler_a' | 'kdpm_2' | 'kdpm_2_a' | 'dpmpp_2s' | 'dpmpp_2s_k' | 'dpmpp_2m' | 'dpmpp_2m_k' | 'unipc';
/**
* The model to use (currently ignored)
*/
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2 changes: 1 addition & 1 deletion invokeai/frontend/web/src/services/api/models/TextToLatentsInvocation.ts
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Expand Up @@ -42,7 +42,7 @@ export type TextToLatentsInvocation = {
/**
* The scheduler to use
*/
scheduler?: 'ddim' | 'ddpm' | 'deis' | 'lms' | 'pndm' | 'heun' | 'heun_k' | 'euler' | 'euler_k' | 'euler_a' | 'kdpm_2' | 'kdpm_2_a' | 'dpmpp_2s' | 'dpmpp_2m' | 'dpmpp_2m_k' | 'unipc';
scheduler?: 'ddim' | 'ddpm' | 'deis' | 'lms' | 'lms_k' | 'pndm' | 'heun' | 'heun_k' | 'euler' | 'euler_k' | 'euler_a' | 'kdpm_2' | 'kdpm_2_a' | 'dpmpp_2s' | 'dpmpp_2s_k' | 'dpmpp_2m' | 'dpmpp_2m_k' | 'unipc';
/**
* The model to use (currently ignored)
*/
Expand Down