# rockmatrix-ai/YANchor

> YANchor-4B is a 4.58B-parameter general-purpose recurrent language model that preserves crucial information as memory anchors, enabling long-horizon reasoning in O(N) time and O(1) memory. The repo provides inference and evaluation code.

- Magnitude: 3.9 out of 10 — Early signal
- Stars: 120 total · +3 stars measured 2026-10-10, 09:27–12:13 UTC, ≈ 22 by evening
- Star trust: star growth looks organic
- Category: Language models · Language: Python · License: Apache-2.0 · Created: 2026-10-07 · Last push: 2026-10-09
- GitHub: https://github.com/rockmatrix-ai/YANchor · Page: https://gitnova.dev/en/r/rockmatrix-ai/YANchor

## Useful for

- Run YANchor-4B inference on a single H100 for long generations up to 32K tokens
- Reproduce the model's evaluation on the 29 text benchmarks from the paper
- Compare throughput and memory usage against Transformer baselines

## Why it’s here

- Star-counter measurements on 2026-10-10 (UTC), 09:27–12:13: 117 → 120 stars (+3). This is the change over that interval.
- Estimated end-of-day forecast: about +22 stars, using observed gains and the previous day.
- The repository is 3 days old and already has 120 stars. With less than two weeks of history, there's no usual pace to compare the spike against yet.
- Top new repositories this week: #197.

## 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: 0
- Issues and pull requests: 0
- Watchers: 1
- Average over the last week: 33 per day
- Usual pace: too little history (under two weeks)
- Stars in the last hour (measured): 1

## Stars per day, last 4 days (oldest → newest, today is partial)

2026-10-07 … 2026-10-10: 1, 35, 74, 3

## Spotted in now

- Top new repositories this week: #197

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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 2026-10-10 12:23 UTC, updated every 30 minutes.