Add Pruna optimization framework documentation #11688
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- Introduced a new section for Pruna in the table of contents. - Added comprehensive documentation for Pruna, detailing its optimization techniques, installation instructions, and examples for optimizing and evaluating models
…ting - Added alt text to images for better accessibility and context. - Changed code block syntax from diff to python for improved clarity.
- Introduced a new installation section in the Pruna documentation to guide users on how to install the framework. - Enhanced the overall clarity and usability of the documentation for new users.
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The docs for this PR live here. All of your documentation changes will be reflected on that endpoint. The docs are available until 30 days after the last update. |
yiyixuxu
reviewed
Jun 10, 2025
sayakpaul
reviewed
Jun 11, 2025
sayakpaul
reviewed
Jun 11, 2025
- Changed section titles for consistency and clarity, from "Optimizing models" to "Optimize models" and "Evaluating and benchmarking optimized models" to "Evaluate and benchmark models". - Enhanced descriptions to clarify the use of `diffusers` models and the evaluation process. - Added a new example for evaluating standalone `diffusers` models. - Updated references and links for better navigation within the documentation.
- Removed outdated references to FLUX-juiced and streamlined the explanation of benchmarking. - Enhanced the description of evaluating standalone `diffusers` models. - Cleaned up code examples by removing unnecessary imports and comments for better readability.
Co-authored-by: Steven Liu <[email protected]>
- Added an image to illustrate the optimization process. - Updated the explanation for sharing and loading optimized models on the Hugging Face Hub. - Clarified the evaluation process for optimized models using the EvaluationAgent. - Improved descriptions for defining metrics and evaluating standalone diffusers models.
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@stevhliu thanks for the review. I think this should be good to go :) |
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What does this PR do?
Fixes #11687
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