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Enhances project presentation with professional branding and multilingual support.

Introduces centered logo banner and performance visualization charts to improve visual appeal and communicate project capabilities more effectively.

Provides complete Chinese translation of documentation to expand accessibility for Chinese-speaking developers and researchers.

Updates acknowledgments section with emoji for friendlier tone while maintaining professional content structure.

Enhances project presentation with professional branding and multilingual support.

Introduces centered logo banner and performance visualization charts to improve visual appeal and communicate project capabilities more effectively.

Provides complete Chinese translation of documentation to expand accessibility for Chinese-speaking developers and researchers.

Updates acknowledgments section with emoji for friendlier tone while maintaining professional content structure.
Copilot AI review requested due to automatic review settings August 7, 2025 02:36
@LoserCheems LoserCheems requested review from Evanwu1125, SNHuan and wubingheng111 and removed request for Copilot August 7, 2025 02:36
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Pull Request Overview

This PR adds comprehensive documentation improvements with professional branding and multilingual support. The changes introduce visual enhancements and expand accessibility for Chinese-speaking developers.

  • Adds centered logo banner and performance visualization charts for improved visual appeal
  • Provides complete Chinese translation of the entire README documentation
  • Updates acknowledgments section with emoji for a friendlier tone

Reviewed Changes

Copilot reviewed 2 out of 4 changed files in this pull request and generated 4 comments.

File Description
README.md Adds logo banner, performance charts section, and emoji to acknowledgments
README_zh.md Complete Chinese translation of documentation with identical structure and content

> 论文: https://huggingface.co/papers/2508.02124
![Flash-DMA Banner](assets/flash_dmattn_banner.png)
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The image reference uses a relative path that may not exist. Consider verifying that the assets/flash_dmattn_banner.png file exists in the repository before adding this reference.

Suggested change
![Flash-DMA Banner](assets/flash_dmattn_banner.png)

Copilot uses AI. Check for mistakes.

We present expected speedup of Flash-DMA over standard PyTorch SDPA.

![Speedup](assets/speedup.png)
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The image reference uses a relative path that may not exist. Consider verifying that the assets/speedup.png file exists in the repository before adding this reference.

Suggested change
![Speedup](assets/speedup.png)
<!-- ![Speedup](assets/speedup.png) -->

Copilot uses AI. Check for mistakes.
@@ -1,9 +1,25 @@
# Flash Dynamic Mask Attention
<div align="center">
<img src="./assets/logo.png" alt="SmallDoges" width="100%">
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The image reference uses a relative path that may not exist. Consider verifying that the assets/logo.png file exists in the repository before adding this reference.

Suggested change
<img src="./assets/logo.png" alt="SmallDoges" width="100%">
<img src="https://via.placeholder.com/600x200?text=SmallDoges+Logo" alt="SmallDoges" width="100%">

Copilot uses AI. Check for mistakes.
@@ -0,0 +1,282 @@
<div align="center">
<img src="./assets/logo.png" alt="SmallDoges" width="100%">
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Copilot AI Aug 7, 2025

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The image reference uses a relative path that may not exist. Consider verifying that the assets/logo.png file exists in the repository before adding this reference.

Suggested change
<img src="./assets/logo.png" alt="SmallDoges" width="100%">

Copilot uses AI. Check for mistakes.
@LoserCheems LoserCheems merged commit eade331 into main Aug 7, 2025
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5 participants