GitNova

GitHub seismograph — discoveries and growing interest

duliangkuan/deepinfer-studio

Learning & listsPython
Total stars
111
Today · UTC
+0since 00:37 UTC
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Browser-based educational inference simulator and learning workbench. No GPU required. Real server integration and desktop app planned.

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About the project

A browser-based educational workbench for learning LLM inference concepts. It simulates VRAM budgets, batch sizes, prefill/decode stages and OOM troubleshooting without a GPU.

Useful for
  • Study batch size and VRAM trade-offs in the interactive simulator
  • Walk through prefill and decode stage timing breakdowns as a teaching exercise
  • Practice diagnosing out-of-memory failures in the simulated scenario

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

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

Star growth looks organic. Data as of October 22, 2026, 03:36 UTC.

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

Stars per day

060120October 20, 2026October 22, 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 2026-10-22 (UTC), 00:37–03:26: 111 → 111 stars (+0). This is the change over that interval.
  • Estimated end-of-day forecast: about +78 stars, using observed gains and the previous day.
  • The repository is 2 days old and already has 111 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #194.

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 15, 2026
—
October 16, 2026
—
October 17, 2026
—
October 18, 2026
—
October 19, 2026
—
October 20, 2026
3
October 21, 2026
108

Largest measured day in the last 30 days: 108 · October 21, 2026. Days with data: 2.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 22, 2026, 03:35 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
111
Today
+0 stars measured 2026-10-22, 00:37–03:26 UTC, ≈ 78 by evening
Forks
1
Issues and pull requests
1
Watchers
0
Language
Python
License
Apache-2.0
Created
October 20, 2026
Last push
October 20, 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.

GitNova: 4.6
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