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update readme#1267

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Jul 18, 2026
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update readme#1267
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llmc-reviewer merged commit 5b98e3c into main Jul 18, 2026
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llmc-reviewer deleted the red branch July 18, 2026 17:53

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Code Review

This pull request updates both the English and Chinese README files by adding a new blog post announcement to the "Latest News" section, removing the "Star History" section, and adding "Sensecore" to the list of supported cloud inference platforms. The review feedback highlights localization and formatting inconsistencies in the English README, specifically recommending translating the Chinese date format to English and replacing the Chinese em-dash with an English em-dash along with minor grammatical improvements.

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Comment thread README.md

## :fire: Latest News

- **2026年7月19日:** ⚡️ We release the blog: [Wan2.2-NVFP4-Sparse: Extremely Fast Wan 2.2 14B Inference](https://light-ai.top/LightX2V-BLOG/posts/Wan22-NVFP4-Sparse/)

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medium

In the English version of the README, the date and colon are written in Chinese characters (2026年7月19日:). Please translate the date to English (July 19, 2026:) to maintain consistency with the other entries in this section.

Suggested change
- **2026年7月19日:** ⚡️ We release the blog: [Wan2.2-NVFP4-Sparse: Extremely Fast Wan 2.2 14B Inference](https://light-ai.top/LightX2V-BLOG/posts/Wan22-NVFP4-Sparse/)
- **July 19, 2026:** ⚡️ We release the blog: [Wan2.2-NVFP4-Sparse: Extremely Fast Wan 2.2 14B Inference](https://light-ai.top/LightX2V-BLOG/posts/Wan22-NVFP4-Sparse/)

Comment thread README.md
## 🌟 Star History

[![Star History Chart](https://api.star-history.com/svg?repos=ModelTC/lightx2v&type=Timeline)](https://star-history.com/#ModelTC/lightx2v&Timeline)
- [Sensecore](https://www.sensecore.cn/about) —— Sensecore. Build a high-efficiency, low-cost, and scalable AI cloud infrastructure, create a professional deep learning platform and algorithm model system, lead AI innovation, and help industry and academia explore the boundaries of AI.

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medium

The separator used here is —— (Chinese em-dash) instead of (English em-dash), which is inconsistent with the previous list item. Additionally, the phrasing "Sensecore. Build a..." can be improved to "Sensecore builds a..." for better grammatical flow.

Suggested change
- [Sensecore](https://www.sensecore.cn/about) Sensecore. Build a high-efficiency, low-cost, and scalable AI cloud infrastructure, create a professional deep learning platform and algorithm model system, lead AI innovation, and help industry and academia explore the boundaries of AI.
- [Sensecore](https://www.sensecore.cn/about) — Sensecore builds a high-efficiency, low-cost, and scalable AI cloud infrastructure, creates a professional deep learning platform and algorithm model system, leads AI innovation, and helps industry and academia explore the boundaries of AI.

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