# yifanzhang-pro/recurrent-looped-tranformer

> Project page for Recurrent Looped Transformer (RLT) — a technical report on a recurrent looped transformer architecture with latent reasoning and a persistent state across prompt and response. The repository only hosts the HTML project page and paper links, with no code.

- Magnitude: 0.4 out of 10 — Quiet
- Stars: 908 total · Not enough measurements today
- Star trust: star growth looks organic
- Category: Science & research · Language: HTML · License: Apache-2.0 · Created: 2026-09-12 · Last push: 2026-10-06
- GitHub: https://github.com/yifanzhang-pro/recurrent-looped-tranformer · Homepage: https://yifanzhang-pro.github.io/recurrent-looped-tranformer · Page: https://gitnova.dev/en/r/yifanzhang-pro/recurrent-looped-tranformer

## Useful for

- Read the RLT technical report describing the architecture and design principles
- Cite the RLT paper in research work via the provided BibTeX entry

## Why it’s here

- There are not enough fresh counter measurements for today's UTC day. The gain is unknown.
- The repository is 24 days old and already has 908 stars.
- Hacker News: “Recurrent Looped Transformer” — 15 points, 23 days ago.

## Star trust

Star growth looks organic.

Star-trust labels are heuristics based on the repository’s behavior, not a check of every stargazer.

## Numbers

- Forks: 90
- Issues and pull requests: 3
- Watchers: 6
- Average over the last week: 1 per day
- Usual pace: 20 per day

## Stars per day, last 30 days (oldest → newest, today is partial)

2026-09-30 … 2026-10-29: 0, 0, 1, 1, 2, 1, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None, None

## Magnitude by day, last 14 days

09-23 1.3, 09-24 1.1, 09-25 1.0, 09-26 0.3, 09-27 0.7, 09-28 0.7, 09-29 0.3, 09-30 0.3, 10-01 0.4, 10-02 0.6, 10-03 0.7, 10-04 0.9, 10-05 0.6, 10-06 0.4

## Hacker News

- Recurrent Looped Transformer — 15 points, 8 comments: https://news.ycombinator.com/item?id=49678548

---

Magnitude (0–10) measures how fast and how unusually interest in a repository is growing right now. It is not a quality score.
Days are UTC. “So far today” is a fact; “expected by the end of the day” is a forecast.
Summaries and use cases are written by an LLM (DeepSeek V4.1 Flash) from the README and may be inaccurate: verify specific claims (benchmarks, speed, hardware) in the repository itself.
Data as of 2026-10-06 00:29 UTC, updated every 30 minutes.