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GitHub seismograph — discoveries and growing interest

NVIDIA/spark-local-inference

Language modelsPython
Total stars
690
Today
+6since 00:06 UTC
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About the project

Flare is a local inference server for NVIDIA SM120/SM121 GPUs aimed at long conversations, coding agents and repeated tool use. It compiles models with PyTorch and serves them from a Rust runtime to use workstation memory and compute more efficiently.

Useful for
  • Serve a local LLM on an NVIDIA SM120/SM121 workstation for long coding sessions
  • Run repeated tool calls against a locally hosted model without a Python runtime
  • Prepare and serve a supported model package with the Flare CLI

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

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

Star growth looks organic. Data as of October 28, 2026, 15:24 UTC.

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

Stars per day

0200400October 20, 2026October 28, 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 2026-10-28 (UTC), 00:06–15:18: 684 → 690 stars (+6). This is the change over that interval.
  • Estimated end-of-day forecast: about +9 stars, using observed gains and the previous day.
  • The repository is 8 days old and already has 690 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Hacker News: “Nvidia Flare Local Inference” — 5 points, 7 days ago.
  • Recent forks include notable developers: @gmh5225 (1,300 followers).

Measured growth: the last 7 completed days

New stars over 7 days: 474.

Daily measurements · UTC
October 21, 2026
342
October 22, 2026
58
October 23, 2026
11
October 24, 2026
21
October 25, 2026
18
October 26, 2026
14
October 27, 2026
10

Largest measured day in the last 30 days: 342 · October 21, 2026. Days with data: 8.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 28, 2026, 15:24 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
690
Today
+6 stars measured 2026-10-28, 00:06–15:18 UTC, ≈ 9 by evening
Forks
74
Issues and pull requests
130
Watchers
3
Language
Python
License
Apache-2.0
Created
October 20, 2026
Last push
October 28, 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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GitNova: 1.6
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