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RikiyaT/lm_understand-logs

Science & researchPython
Total stars
221
Today
+42since 00:31 UTC
Open on GitHub My finds →
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Complete logs of the experiments in the blog post 'LLMs can understand and write neural network weights'

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About the project

Complete logs of every experiment from the blog post 'LLMs can understand and write neural network weights', including prompts, model replies, sandboxed code runs, evaluations and the networks read or written.

Useful for
  • Reproduce an experiment from the post using the recorded prompts and run.json settings
  • Inspect the model's reasoning summaries and sandboxed code output for a specific turn
  • Reuse the evaluation scripts and answer keys to score weight-space tasks

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →

6.8 Early signal Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of November 3, 2026, 02:10 UTC.

The star-growth assessment does not verify whether the project is safe to run.

Stars per day

0125250October 29, 2026November 3, 2026

Bars show stars per UTC day; the line is a moving average of available history. Gaps mean missing data, not zero growth. Today's bar is incomplete. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-11-03 (UTC), 00:31–01:58: 179 → 221 stars (+42). This is the change over that interval.
  • Estimated end-of-day forecast: about +268 stars, using observed gains and the previous day.
  • The repository is 5 days old and already has 221 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #119.
  • About 72 forks a day — people are taking the code.
  • Recent forks include notable developers: @wannaphong (397 followers).

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 27, 2026
—
October 28, 2026
—
October 29, 2026
0
October 30, 2026
0
October 31, 2026
0
November 1, 2026
0
November 2, 2026
227

Largest measured day in the last 30 days: 227 · November 2, 2026. Days with data: 5.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 3, 2026, 02:09 UTC. Sources and measurement limits →

Three GitHub discoveries in each edition

What they do, why they are gaining interest, and what to check before using them.

Editions at 10:00, 16:00, 22:00 MSK.

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Numbers

Total stars
221
Today
+42 stars measured 2026-11-03, 00:31–01:58 UTC, ≈ 268 by evening
Forks
25
Issues and pull requests
1
Watchers
0
Language
Python
Created
October 29, 2026
Last push
October 29, 2026

Star trust

Growth looks organic: forks and discussion are in line with active projects, and stars arrive unevenly, the way people give them.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

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GitNova: 6.8
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