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feat: tutorial on static and time-aware quantizrion algorithms - #741

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feat/tutorial-static-time-aware-quantization
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feat: tutorial on static and time-aware quantizrion algorithms#741
kfachikov wants to merge 2 commits into
mainfrom
feat/tutorial-static-time-aware-quantization

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Description

Adds a tutorial showcasing (1) how to apply the newly added static and time-aware quantization algorithms to a diffusion pipeline, and (2) compare them against a baseline in bfloat16, as well as dynamic fp8.

Type of Change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Refactor (no functional change)
  • Breaking change (fix or feature that would cause existing functionality to not work as expected)
  • Documentation update

Checklist

  • My code follows the style guidelines of this project
  • I have performed a self-review of my code, especially for agent-assisted changes
  • I updated the documentation where necessary

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Adds a tutorial showcasing (1) how to apply static and time-aware
quantization algorithms to a diffusion pipeline, and (2) compare them
against a baseline in bfloat16, as well as dynamic fp8.
@kfachikov
kfachikov requested a review from sdiazlor September 7, 2026 13:37
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@kfachikov kfachikov changed the title feat: tutorial on static and time-aware quant algs feat: tutorial on static and time-aware quantizrion algorithms Sep 7, 2026
@kfachikov
kfachikov marked this pull request as ready for review September 7, 2026 13:40
Comment thread docs/tutorials/fp8_static_time_aware_diffusers.ipynb
Comment thread docs/tutorials/fp8_static_time_aware_diffusers.ipynb
Comment thread docs/tutorials/fp8_static_time_aware_diffusers.ipynb
Comment thread docs/tutorials/fp8_static_time_aware_diffusers.ipynb
Comment thread docs/tutorials/fp8_static_time_aware_diffusers.ipynb
Comment thread docs/tutorials/fp8_static_time_aware_diffusers.ipynb
Comment thread docs/tutorials/fp8_static_time_aware_diffusers.ipynb
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