GitNova

GitHub seismograph — discoveries and growing interest

FlashML-org/FreeToken

Language modelsPython#deepseek-v4#edge#glm#inference#minimax
Total stars
14,812
Today
+0since 00:09 UTC
Open on GitHub My finds →
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FreeToken brings datacenter-scale model serving to your desktop. Run massive models locally, fast and efficiently.

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

About the project

A Mixture-of-Experts inference engine for running frontier-scale open-weight MoE models (290B+) on consumer hardware — GPUs, CPUs, and host memory. Aimed at users who want to run frontier models locally.

Useful for
  • Run a large MoE model locally on a gaming PC via the GUI app or CLI.
  • Connect a local model to coding agents (Codex, Claude Code) through the OpenAI/Anthropic-compatible API.
  • Re-allocate VRAM between expert cache and KV cache without restarting the engine.

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

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

Star growth looks organic. Data as of October 29, 2026, 10:11 UTC.

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

Stars per day

01,2502,500August 1, 2026October 29, 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 2026-10-29 (UTC), 00:09–10:05: 14812 → 14812 stars (+0). This is the change over that interval.
  • Estimated end-of-day forecast: about +6 stars, using observed gains and the previous day.
  • Interest is fading: the two-day pace is 45% of the previous week and a half.
  • Top new repositories in the last 4 months: #37.

Measured growth: the last 7 completed days

New stars over 7 days: 152. -28% versus the preceding 7 days.

Daily measurements · UTC
October 22, 2026
20
October 23, 2026
28
October 24, 2026
26
October 25, 2026
24
October 26, 2026
19
October 27, 2026
17
October 28, 2026
18

Largest measured day in the last 30 days: 58 · October 1, 2026. Days with data: 30.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 29, 2026, 10:11 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
14,812
Today
+0 stars measured 2026-10-29, 00:09–10:05 UTC, ≈ 6 by evening
Forks
1,501
Issues and pull requests
839
Watchers
97
Language
Python
License
Apache-2.0
Latest release
nightly · September 9, 2026
Created
July 20, 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.

Spotted in
README badge

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

GitNova: 1.6
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