GitNova

GitHub seismograph — discoveries and growing interest

VecSzn/PolyStrata

Language modelsC++#anthropic-api#cuda#gemma#gguf#glm
Total stars
104
Today · UTC
+1since 15:50 UTC
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Run large AI models on your own PC: Qwen3.8-Flash-Next, GLM 5.3 Flash, Qwen3.6, Ornith 1.5 and Gemma 4. One-click install for Windows and Linux, OpenAI/Anthropic API on localhost, image input. Built on Strata.

Save to My finds to follow releases and star growth. Saved in this browser.

About the project

PolyStrata runs large AI models locally on a normal PC, with one-click install for Windows and Linux and an OpenAI/Anthropic-compatible API on localhost. It supports six models (Qwen3.8-Flash-Next, GLM 5.3 Flash, Qwen3.6, Ornith 1.5, Gemma 4, Tiel Coder) on two inference engines, including image input.

Useful for
  • Run a local LLM server with an OpenAI-compatible endpoint for your own apps
  • Connect Claude Code or another coding agent to a locally hosted Qwen3.6 model
  • Send images to a local vision-capable model for description or analysis

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

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

Star growth looks organic. Data as of October 12, 2026, 16:51 UTC.

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

Stars per day

02550October 6, 2026October 12, 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 2026-10-12 (UTC), 15:50–16:38: 103 → 104 stars (+1). This is the change over that interval.
  • Estimated end-of-day forecast: about +5 stars, using observed gains and the previous day.
  • The repository is 6 days old and already has 104 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #200.
  • About 9 forks a day — people are taking the code.

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 5, 2026
—
October 6, 2026
0
October 7, 2026
0
October 8, 2026
0
October 9, 2026
14
October 10, 2026
42
October 11, 2026
37

Largest measured day in the last 30 days: 42 · October 10, 2026. Days with data: 6.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 12, 2026, 16:51 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
104
Today
+1 star measured 2026-10-12, 15:50–16:38 UTC, ≈ 5 by evening
Forks
20
Issues and pull requests
11
Watchers
4
Language
C++
License
MIT
Latest release
v0.1.42-poly.3 · October 12, 2026
Created
October 6, 2026
Last push
October 12, 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.

Spotted in
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Paste it into your README — the badge shows the current magnitude and links to this page.

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