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0xSero/DeepSeek-V4.1-Flash-Two-Sparks

Language modelsShell#deepseek#dgx-spark#exl3#vllm
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DeepSeek-V4.1-Flash on two DGX Sparks: EXL3 routed experts, 262k context, 2M-token KV, vision, tools, MTP, bundled with Pi

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About the project

Scripts to serve DeepSeek-V4.1-Flash on two NVIDIA DGX Spark nodes with vLLM (tensor parallel 2 over RoCE), using EXL3-quantized experts, and to connect it to the Pi coding agent.

Useful for
  • Deploy a local OpenAI-compatible DeepSeek-V4.1-Flash endpoint on two DGX Sparks
  • Connect the Pi coding agent to your own model server via pi/install.sh
  • Run smoke tests and throughput benchmarks with scripts/smoke.py and bench.py

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

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

Star growth looks organic. Data as of October 5, 2026, 12:02 UTC.

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

Stars per day

02040September 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), 10:59–11:49: 69 → 69 stars (+0). This is the change over that interval.
  • Estimated end-of-day forecast: about +8 stars, using observed gains and the previous day.
  • The repository is 2 days old and already has 69 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #178.
  • Recent forks include notable developers: @gmh5225 (1,283 followers).

Explore related projects

  1. MiaAI-Lab/GLM-5.3-Flash-EXL3-2x-DGX-Sparks-TensorFold

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    Similar descriptions and use cases
  2. jayleaton/glm53-tensorfold-spark

    Experimental setup for serving the 4-bit GLM-5.3-Flash checkpoint across two NVIDIA DGX Sparks via the TensorFold engine, with an OpenAI-compatible API and a set of patches for faster decoding.

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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
69
Today
+0 stars measured 2026-10-05, 10:59–11:49 UTC, ≈ 8 by evening
Forks
4
Issues and pull requests
2
Watchers
0
Language
Shell
License
MIT
Created
October 3, 2026
Last push
October 3, 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.

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