GitNova

GitHub seismograph — discoveries and growing interest

Edge0-AI/Edge0

Language modelsPython
Total stars
7,535
Today
+87since 00:05 UTC
Open on GitHub My finds →
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Run 35B MoE models in ~2.5 GB of RAM. Weights stream from SSD; a trained router predicts loads a step ahead. Mac, iPhone, Android, Windows supported

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

About the project

An open-source streaming MoE inference framework: expert weights are offloaded from SSD on demand while a trained prerouter predicts routing ahead of time. Runs on Apple Silicon via MLX and ships with two ready-to-run model tiers (35B and 8B).

Useful for
  • Run a 35B MoE model on a Mac with 16 GB RAM without loading all experts into memory
  • Serve an OpenAI-compatible /v1/chat/completions endpoint via edge0 serve
  • Plug in a custom backend (e.g. CUDA) through the edge0/backends/base.py facade

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

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

Star growth looks organic. Data as of October 29, 2026, 04:27 UTC.

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

Stars per day

05001,000September 8, 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), 00:05–04:18: 7448 → 7535 stars (+87). This is the change over that interval.
  • Estimated end-of-day forecast: about +300 stars, using observed gains and the previous day.
  • The repository is 51 days old and already has 7,535 stars.
  • Top new repositories in the last 4 months: #89.
  • About 84 forks a day — people are taking the code.

Measured growth: the last 7 completed days

New stars over 7 days: 1,597. +19% versus the preceding 7 days.

Daily measurements · UTC
October 22, 2026
247
October 23, 2026
240
October 24, 2026
220
October 25, 2026
156
October 26, 2026
301
October 27, 2026
218
October 28, 2026
215

Largest measured day in the last 30 days: 301 · October 26, 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, 04:27 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
7,535
Today
+87 stars measured 2026-10-29, 00:05–04:18 UTC, ≈ 300 by evening
Forks
1,248
Issues and pull requests
80
Watchers
595
Language
Python
License
Apache-2.0
Latest release
v0.1.0 · October 21, 2026
Created
September 8, 2026
Last push
October 22, 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.

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