GitNova

GitHub seismograph — discoveries and growing interest

slee-persis/GVS5H

Language modelsPython
Total stars
803
Today
+20since 04:56 UTC
Open on GitHub My finds →
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GVS5H: Five Qwen3.8-27B Models Match Claude Fable 5 on LiveCodeBench Hard | Fable 5 Level Coding for a Fifth the Price - or on a Single GPU

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About the project

A training-free method that runs five instances of one LLM in parallel, coordinating through a shared filesystem to solve hard coding problems, evaluated on LiveCodeBench.

Useful for
  • Run the scaffold on LiveCodeBench to measure pass@1 for a chosen model.
  • Compare orchestrated vs single-pass accuracy on hard coding problems.
  • Self-host Qwen3.8-27B to test whether orchestration raises its pass@1.

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

4.2 Breakout Magnitude out of 10 — how fast interest is growing, not a quality score.

Star growth looks organic. Data as of October 25, 2026, 05:46 UTC.

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

Stars per day

0100200August 26, 2026October 25, 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 2026-10-25 (UTC), 04:56–05:38: 783 → 803 stars (+20). This is the change over that interval.
  • Estimated end-of-day forecast: about +66 stars, using observed gains and the previous day.
  • Before this, the repository barely got any stars — about 1 per day.
  • The repository is 60 days old and already has 803 stars.
  • Hacker News: “Five Qwen3.8-27B models match Fable 5 Using GVS5H Harness” — 84 points, 1 h ago.

Measured growth: the last 7 completed days

New stars over 7 days: 59. +556% versus the preceding 7 days.

Daily measurements · UTC
October 18, 2026
0
October 19, 2026
4
October 20, 2026
0
October 21, 2026
0
October 22, 2026
0
October 23, 2026
2
October 24, 2026
53

Largest measured day in the last 30 days: 53 · October 24, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 25, 2026, 05:46 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
803
Today
+20 stars measured 2026-10-25, 04:56–05:38 UTC, ≈ 66 by evening
Forks
95
Issues and pull requests
9
Watchers
12
Language
Python
License
MIT
Created
August 26, 2026
Last push
September 23, 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.

Hacker News discussions
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