GitNova

GitHub seismograph — discoveries and growing interest

anuj0456/OpenArch

Language modelsPython#architecture#attention-mechanism#deep-learning#deepseek#gemma
Total stars
421
Today
+0
Open on GitHub My finds →
More actions

PyTorch implementations of modern open-source LLM architectures (Llama, Qwen, DeepSeek, Gemma, GPT-OSS, Kimi, and more) — written from scratch for readability and learning, based on Sebastian Raschka's LLM Architecture Gallery.

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

About the project

Educational PyTorch implementations of modern open-source LLM architectures (Llama, Qwen, DeepSeek, Gemma, GPT-OSS, Kimi, and more), written from scratch with one readable file per model for comparing architectural choices.

Useful for
  • Study how attention, MoE, and normalization work in a specific model from a single file
  • Compare architectural choices across LLMs side by side for an article or talk
  • Contribute an implementation of an uncovered model from the LLM Architecture Gallery

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

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

Star growth looks organic. Data as of October 1, 2026, 08:02 UTC.

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

Stars per day

0150300August 5, 2026November 2, 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

  • Hacker News: “OpenArch – PyTorch implementations of modern LLM architectures” — 139 points, 17 days ago.

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 26, 2026
—
October 27, 2026
—
October 28, 2026
—
October 29, 2026
—
October 30, 2026
—
October 31, 2026
—
November 1, 2026
—

Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: October 1, 2026, 08:02 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.

Share on X Telegram

Numbers

Total stars
421
Today
+0 stars on 2026-10-01 (UTC), ≈ 0 by evening
Forks
34
Issues and pull requests
24
Watchers
3
Language
Python
License
MIT
Created
May 27, 2026
Last push
September 30, 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.

Hacker News discussions
Spotted in
README badge

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

GitNova: 0.4
[![GitNova](https://gitnova.dev/badge/anuj0456/OpenArch.svg?lang=en)](https://gitnova.dev/en/r/anuj0456/OpenArch)