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apple-aiml-research/ml-refusal-neurons

Reproduction code for "A Single Neuron Is Sufficient to Bypass Safety Alignment in Large Language Models"

Visit GitHub
Python
23
4
2 contributors
Custom license
website
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Momentum

How fast apple-aiml-research/ml-refusal-neurons 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

Sep 15 – Oct 26, 2026

Stars +19 in 42 days

0510
7

Forks +4 in 42 days

012
2

Merged PRs 0 in 42 days

01

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

Not in the Trendshift top 25 in this period

Sep 15Sep 21Sep 27Oct 3Oct 9Oct 15Oct 21
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
Tue, Sep 15, 2026+0+00
Wed, Sep 16, 2026+0+10
Thu, Sep 17, 2026+2+20
Fri, Sep 18, 2026+1+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+1+00
Thu, Sep 24, 2026+0+00
Fri, Sep 25, 2026+7+10
Sat, Sep 26, 2026+0+00
Sun, Sep 27, 2026+0+00
Mon, Sep 28, 2026+1+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+0+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+1+00
Wed, Oct 14, 2026+0+00
Thu, Oct 15, 2026+0+00
Fri, Oct 16, 2026+0+00
Sat, Oct 17, 2026+2+00
Sun, Oct 18, 2026+0+00
Mon, Oct 19, 2026+1+00
Tue, Oct 20, 2026+0+00
Wed, Oct 21, 2026+1+00
Thu, Oct 22, 2026+0+00
Fri, Oct 23, 2026+0+00
Sat, Oct 24, 2026+1+00
Sun, Oct 25, 2026+0+00
Mon, Oct 26, 2026+0+00
Total+19+40
  • 1#1 on the list
  • 7Rank that day
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Sep 161 post
    • One neuron is enough to bypass safety alignment in LLMs. Code for our paper is out 🔓 Two lines on top of HF inference: pin one MLP neuron and refusal breaks. No fine-tuning, no prompt tricks. ~92%…

      Read full on X, posted by @hamid_kazemi22

      @hamid_kazemi22 · x.com

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