GitNova

GitHub seismograph — discoveries and growing interest

0xSero/dsv41-flash-offload

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DeepSeek-V4.1-Flash EXL3 on one 24 GB RTX 3090 + DDR4 + NVMe: staged-DMA prefill, AVX2 CPU expert tier, elastic VRAM expert cache, Engram on disk, OpenAI API

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About the project

Serves DeepSeek-V4.1-Flash (EXL3 3.0 bpw) on a single 24 GB RTX 3090 by offloading experts to DDR4 and NVMe, exposing an OpenAI-compatible API. Aimed at running a large MoE model locally on consumer hardware.

Useful for
  • Run a local OpenAI-compatible DeepSeek-V4.1-Flash server on a single RTX 3090
  • Process long contexts up to 262k tokens for retrieval and coding tasks
  • Build the pinned-digest Docker image for reproducible deployment

README summarized by DeepSeek V4.1 Flash. Details may be inaccurate.

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

Star growth looks organic. Data as of October 5, 2026, 19:20 UTC.

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

Stars per day

01020September 27, 2026October 5, 2026

Bars show daily stars; the line is a moving average of the available history. Short histories do not yet establish a reliable usual pace. Red marks spike days.

Why it’s trending

  • Star-counter measurements on 2026-10-05 (UTC), 18:11–19:14: 67 → 70 stars (+3). This is the change over that interval.
  • Estimated end-of-day forecast: about +4 stars, using observed gains and the previous day.
  • The repository is 3 days old and already has 70 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #189.
  • Recent forks include notable developers: @0xSojalSec (1,006 followers).

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
70
Today
+3 stars measured 2026-10-05, 18:11–19:14 UTC, ≈ 4 by evening
Forks
9
Issues and pull requests
0
Watchers
0
Language
Python
License
MIT
Created
October 2, 2026
Last push
October 5, 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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GitNova: 1.5
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