Skip to content

[Feat] TaylorSeer Cache #12648

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Open
wants to merge 14 commits into
base: main
Choose a base branch
from
+586 −1
Open

[Feat] TaylorSeer Cache #12648

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
14 commits
Select commit Hold shift + click to select a range
a4bfa45
init taylor_seer cache
Nov 13, 2025
fe20f97
Merge branch 'main' into feat-taylorseer
toilaluan Nov 13, 2025
8f495b6
make compatible with any tuple size returned
Nov 13, 2025
8f80072
use logger for printing, add warmup feature
Nov 13, 2025
0602044
still update in warmup steps
Nov 13, 2025
1099e49
refractor, add docs
Nov 14, 2025
7b4ad2d
add configurable cache, skip compute module
Nov 14, 2025
51b4318
allow special cache ids only
Nov 15, 2025
7238d40
add stop_predicts (cooldown)
Nov 16, 2025
acfebfa
update docs
Nov 17, 2025
9290b58
Merge branch 'main' into feat-taylorseer
toilaluan Nov 17, 2025
d929ab2
apply ruff
Nov 17, 2025
05f61a9
Merge branch 'main' into feat-taylorseer
toilaluan Nov 20, 2025
9083e1e
update to handle multple calls per timestep
Nov 20, 2025
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
4 changes: 4 additions & 0 deletions src/diffusers/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -169,10 +169,12 @@
"LayerSkipConfig",
"PyramidAttentionBroadcastConfig",
"SmoothedEnergyGuidanceConfig",
"TaylorSeerCacheConfig",
"apply_faster_cache",
"apply_first_block_cache",
"apply_layer_skip",
"apply_pyramid_attention_broadcast",
"apply_taylorseer_cache",
]
)
_import_structure["models"].extend(
Expand Down Expand Up @@ -885,10 +887,12 @@
LayerSkipConfig,
PyramidAttentionBroadcastConfig,
SmoothedEnergyGuidanceConfig,
TaylorSeerCacheConfig,
apply_faster_cache,
apply_first_block_cache,
apply_layer_skip,
apply_pyramid_attention_broadcast,
apply_taylorseer_cache,
)
from .models import (
AllegroTransformer3DModel,
Expand Down
1 change: 1 addition & 0 deletions src/diffusers/hooks/__init__.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -25,3 +25,4 @@
from .layerwise_casting import apply_layerwise_casting, apply_layerwise_casting_hook
from .pyramid_attention_broadcast import PyramidAttentionBroadcastConfig, apply_pyramid_attention_broadcast
from .smoothed_energy_guidance_utils import SmoothedEnergyGuidanceConfig
from .taylorseer_cache import TaylorSeerCacheConfig, apply_taylorseer_cache
Loading