Interactive-Active-AI/NextTransformer
- Total stars
- 153
- Today
- +7since 08:35 UTC
More actions
:sunrise: A comprehensive, cutting-edge open-source framework for next-generation Transformers, with compute-matched benchmarking and a platform for autonomous architecture research.
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About the project
An open framework and benchmark for comparing Transformer architectures (recurrent depth, linear and sparse attention, hybrids) under a fixed training budget, plus a platform for autonomous architecture research by agents.
Useful for
- Train a custom attention architecture under the shared protocol and compare it with the baseline on the leaderboard
- Add a method as a plugin and calibrate it to the shared FLOPs budget
- Run multi-node training on 2 nodes x 8 GPUs via accelerate or Slurm
README summarized by DeepSeek V4.1 Flash. Details may be inaccurate. Read the original README →
Star growth looks organic. Data as of November 2, 2026, 10:20 UTC.
The star-growth assessment does not verify whether the project is safe to run.
Stars per day
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 2026-11-02 (UTC), 08:35–10:07: 146 → 153 stars (+7). This is the change over that interval.
- Estimated end-of-day forecast: about +50 stars, using observed gains and the previous day.
- The repository is 2 days old and already has 153 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #165.
- About 5 forks a day — people are taking the code.
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
- 23
- November 1, 2026
- 121
Largest measured day in the last 30 days: 121 · November 1, 2026. Days with data: 2.
Completed days come from GitHub star history; today and forecasts are excluded from this comparison. History checked: November 2, 2026, 10:20 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.
Numbers
- Total stars
- 153
- Today
- +7 stars measured 2026-11-02, 08:35–10:07 UTC, ≈ 50 by evening
- Forks
- 8
- Issues and pull requests
- 8
- Watchers
- 4
- Language
- Python
- License
- MIT
- Created
- October 31, 2026
- Last push
- November 2, 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
- November 2, 2026Top new repositories this week: #165
README badge
Paste it into your README — the badge shows the current magnitude and links to this page.
[](https://gitnova.dev/en/r/Interactive-Active-AI/NextTransformer)