GitNova

GitHub seismograph — discoveries and growing interest

deepseek-ai/DeepInfer

Language modelsPython
Total stars
5,653
Today · UTC
+3,771since 09:29 UTC
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DeepInfer: High-performance, large-scale inference framework for DeepSeek models

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About the project

Offline inference framework for running DeepSeek models at large scale: optimized kernels, MoE/Attention parallelism, deterministic sampling and structured outputs. Aimed at teams deploying DeepSeek-V4.1-Flash on NVIDIA SM100 or Huawei Ascend 950.

Useful for
  • Run offline inference of DeepSeek-V4.1-Flash across a multi-GPU cluster
  • Constrain generation to a JSON schema or grammar via structured outputs
  • Get reproducible results across batch sizes with batch-invariant mode

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

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

Star growth looks organic. Data as of October 20, 2026, 11:53 UTC.

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

Stars per day

02,0004,000October 16, 2026October 20, 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 2026-10-20 (UTC), 09:29–11:39: 1882 → 5653 stars (+3771). This is the change over that interval.
  • Estimated end-of-day forecast: about +5,674 stars, using observed gains and the previous day.
  • The repository is 4 days old and already has 5,653 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
  • Top new repositories this week: #2.
  • Top new repositories this month: #25.
  • Hacker News: “DeepSeek just open-sourced its inference engine” — 477 points, 2 h ago.
  • About 280 forks a day — people are taking the code.
  • Recent forks include notable developers: @Chukwuebuka-2003 (254 followers).

Measured growth: the last 7 completed days

The full 7-day window is unavailable; no weekly total or comparison is calculated.

Daily measurements · UTC
October 13, 2026
—
October 14, 2026
—
October 15, 2026
—
October 16, 2026
0
October 17, 2026
0
October 18, 2026
0
October 19, 2026
3

Largest measured day in the last 30 days: 3 · October 19, 2026. Days with data: 4.

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 20, 2026, 11:52 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
5,653
Today
+3,771 stars measured 2026-10-20, 09:29–11:39 UTC, ≈ 5,674 by evening
Forks
440
Issues and pull requests
29
Watchers
3
Language
Python
License
Apache-2.0
Created
October 16, 2026
Last push
October 20, 2026

Star trust

Star growth looks organic. The magnitude is lowered, not zeroed:

  • Hardly anyone watches for updates: 3 watchers for 5,653 stars.

These are heuristics, not a verdict: we judge by the repository’s behavior, not by a list of stargazers.

Hacker News discussions
Spotted in
README badge

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