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samyak112/pym-particles

Transformer used to compress files

Visit GitHub
Python
75
5
1 contributors
FeaturedAdvertise to 180K+ monthly visitors
Bifrost

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ClawBench

a benchmark for personal agents

Momentum

How fast samyak112/pym-particles 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

Jun 2026 – Oct 2026

Stars +74 in 5 months

0204060
53

Forks +5 in 5 months

0246
5

Merged PRs 3 in 5 months

0123
3

Trendshift Trendingthe best rank each month, on any day it made the top 25

Not in the Trendshift top 25 in this period

Jun 2026Jul 2026Aug 2026Sep 2026Oct 2026
The left and right arrow keys step from month to month; Home and End go to the first and the last

Stars, forks, merged pull requests and best Trendshift Trending rank, by month
MonthStars gainedForks gainedMerged PRs
June 2026+53+53
July 2026+19+00
August 2026+2+00
September 2026+0+00
October 2026+0+00
Total+74+53
  • 1#1 on the list
  • 7Best rank that month
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jun 271 post
    • I have been trying to tweak ai to make it think different things 1. Used a 900kb transformer to overfit a single file so that it can be used as a compressor 2. Tweaked the transformer architecture a…

      Read full on X, posted by @samyakjain092

      @samyakjain092 · x.com

  2. Jun 231 post
    • Overfitted a 900KB LLM to compress a 100MB csv into 7MB

      Read full on Reddit

      r/LLM

  3. Jun 221 post
    • I overfitted a 900KB LLM to compress a 100MB file into 7MB. You know how you can paste a paragraph into ChatGPT and ask it to repeat it back exactly? Just that on steroids. ZIP: 27MB My model: 7MB…

      Read full on X, posted by @samyakjain092

      @samyakjain092 · x.com

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