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Percepta-Core/transformer-vm

Compile programs directly into transformer weights. Includes a 2D convex-hull KV cache with O(log n) inference.

Visit GitHub
Python
243
49
1 contributors
Apache License 2.0
website
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Momentum

How fast Percepta-Core/transformer-vm 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

Oct 24 – Nov 5, 2026

Stars +9 in 13 days

012
2

Forks +1 in 13 days

01
1

Merged PRs 0 in 13 days

01

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

Not in the Trendshift top 25 in this period

Oct 24Oct 26Oct 28Oct 30Nov 1Nov 3Nov 5
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
Sat, Oct 24, 2026+0+00
Sun, Oct 25, 2026+0+00
Mon, Oct 26, 2026+1+00
Tue, Oct 27, 2026+1+00
Wed, Oct 28, 2026+0+00
Thu, Oct 29, 2026+2+10
Fri, Oct 30, 2026+0+00
Sat, Oct 31, 2026+1+00
Sun, Nov 1, 2026+1+00
Mon, Nov 2, 2026+1+00
Tue, Nov 3, 2026+1+00
Wed, Nov 4, 2026+1+00
Thu, Nov 5, 2026+0+00
Total+9+10
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Nov 21 post

    • The from-scratch results here stood out to me. With no data or gradients, Astra wrote working MinAtar policy weights one-shot, and set a 9x9 Go net's 1.48M weights starting from zero. Together with…

      Read full on X, posted by @zhongming_yu

      @zhongming_yu · x.com

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