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JaydenTeoh/NextLat

Official codebase for "Next-Latent Prediction Transformers Learn Compact World Models"

Visit GitHub
Python
198
15
1 contributors
MIT License
website
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Momentum

How fast JaydenTeoh/NextLat is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Aug 24 – Oct 19, 2026

Stars +45 in 57 days

0510
8

Forks +3 in 57 days

012
2

Merged PRs 0 in 57 days

01

Trendshift Trendingwhere the repository ranked each day it made the top 25

Not in the Trendshift top 25 in this period

Aug 24Sep 1Sep 9Sep 17Sep 25Oct 3Oct 11Oct 19
The left and right arrow keys step from day to day; Home and End go to the first and the last

Stars, forks, merged pull requests and Trendshift Trending rank, by day
DayStars gainedForks gainedMerged PRs
Mon, Aug 24, 2026+1+00
Tue, Aug 25, 2026+0+00
Wed, Aug 26, 2026+1+00
Thu, Aug 27, 2026+0+00
Fri, Aug 28, 2026+2+00
Sat, Aug 29, 2026+0+00
Sun, Aug 30, 2026+1+00
Mon, Aug 31, 2026+2+00
Tue, Sep 1, 2026+1+00
Wed, Sep 2, 2026+8+00
Thu, Sep 3, 2026+6+20
Fri, Sep 4, 2026+1+00
Sat, Sep 5, 2026+3+00
Sun, Sep 6, 2026+2+00
Mon, Sep 7, 2026+2+10
Tue, Sep 8, 2026+1+00
Wed, Sep 9, 2026+0+00
Thu, Sep 10, 2026+3+00
Fri, Sep 11, 2026+2+00
Sat, Sep 12, 2026+0+00
Sun, Sep 13, 2026+0+00
Mon, Sep 14, 2026+0+00
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+0+00
Thu, Sep 17, 2026+1+00
Fri, Sep 18, 2026+0+00
Sat, Sep 19, 2026+0+00
Sun, Sep 20, 2026+0+00
Mon, Sep 21, 2026+0+00
Tue, Sep 22, 2026+0+00
Wed, Sep 23, 2026+2+00
Thu, Sep 24, 2026+2+00
Fri, Sep 25, 2026+0+00
Sat, Sep 26, 2026+1+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+0+00
Tue, Sep 29, 2026+0+00
Wed, Sep 30, 2026+0+00
Thu, Oct 1, 2026+0+00
Fri, Oct 2, 2026+0+00
Sat, Oct 3, 2026+0+00
Sun, Oct 4, 2026+0+00
Mon, Oct 5, 2026+0+00
Tue, Oct 6, 2026+1+00
Wed, Oct 7, 2026+0+00
Thu, Oct 8, 2026+1+00
Fri, Oct 9, 2026+0+00
Sat, Oct 10, 2026+0+00
Sun, Oct 11, 2026+0+00
Mon, Oct 12, 2026+0+00
Tue, Oct 13, 2026+0+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+0+00
Sun, Oct 18, 2026+1+00
Mon, Oct 19, 2026+0+00
Total+45+30
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jun 261 post
    • 7/ MTP 已经成了开源语言模型预训练里的标准组件。 NextLat 能提供 MTP 的全部能力,而且更多:更强表征、更快训练和推理、更高数据效率。 现在前沿实验室该认真考虑:在预训练中,用 NextLat 作为 MTP 的替代方案。😃

      Read full on X, posted by @FinanceYF5

      @FinanceYF5 · x.com

  2. Jun 231 post
    • Microsoft just added a training objective that rewards belief-state representations. NextLat uses a small MLP during training to predict the transformer’s next hidden state. This creates the missing…

      Read full on X, posted by @Adham__Khaled__

      @Adham__Khaled__ · x.com

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