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Feature/sdxl lightning #36

Merged
merged 6 commits into from
Feb 27, 2024
Merged

Feature/sdxl lightning #36

merged 6 commits into from
Feb 27, 2024

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sokovninn
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Add SDXL-Lightning

image

SDXL-Lightning (max batch size is 4):

  • 1000 images batch_size=4 (2 steps): 41min
  • 1000 images batch_size=4 (4 steps): 46min
  • 1000 images batch_size=4 (8 steps): 62min

SDXL-Turbo (max batch size is 16):

  • 1000 images batch_size=1: 68 min
  • 1000 images batch_size=4: 22 min
  • 1000 images batch_size=16: 11 min

SDXL (max batch size is 4):

  • 1000 images batch_size=4: 550 min

@github-actions GitHub Actions
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☂️ Python Coverage

current status: ✅

Overall Coverage

Lines Covered Coverage Threshold Status
883 407 46% 0% 🟢

New Files

File Coverage Status
datadreamer/image_generation/sdxl_lightning_image_generator.py 24% 🟢
TOTAL 24% 🟢

Modified Files

File Coverage Status
datadreamer/image_generation/init.py 100% 🟢
datadreamer/image_generation/sdxl_image_generator.py 20% 🟢
datadreamer/image_generation/sdxl_turbo_image_generator.py 26% 🟢
datadreamer/pipelines/generate_dataset_from_scratch.py 44% 🟢
TOTAL 47% 🟢

updated for commit: c7d298a by action🐍

HonzaCuhel
HonzaCuhel approved these changes Feb 27, 2024
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LGTM

kozlov721
kozlov721 approved these changes Feb 27, 2024
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LGTM

@sokovninn sokovninn merged commit cc26649 into dev Feb 27, 2024
sokovninn added a commit that referenced this pull request Mar 2, 2024
@sokovninn @actions-user
Feature/sdxl lightning (#36)
803f823 
* feature: add SDXL-Lightning image generator

* fix: minor example fix

* feature: add prompt weighting to sdxl-lightning

* docs: update README

* test: add sdxl-lightning tests

* [Automated] Updated coverage badge

---------

Co-authored-by: GitHub Actions <[email protected]>
@sokovninn sokovninn deleted the feature/sdxl-lightning branch April 8, 2024 20:28
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@HonzaCuhel HonzaCuhel HonzaCuhel approved these changes

@kozlov721 kozlov721 kozlov721 approved these changes

@tersekmatija tersekmatija Awaiting requested review from tersekmatija

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4 participants
@sokovninn @kozlov721 @HonzaCuhel @actions-user