Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, sparsely activated memory layers complement compute-heavy dense feed-forward layers, providing dedicated capacity to store and retrieve information cheaply.
active 2024-12-12 → 2026-05-22 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 527 days from 2024-12-12 to 2026-05-22. Pushes: 0 total, peak 0 in a day. Pull requests: 2 total, peak 1 in a day. Issues: 4 total, peak 1 in a day. Comments: 4 total, peak 1 in a day. Stars: 340 total, peak 49 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| gmehtaa | 2 | 0 | 0 | 1 |
| borguz | 2 | 0 | 0 | 1 |
| Hprairie | 1 | 0 | 0 | 0 |
| lemarkle | 1 | 0 | 1 | 0 |
| AnnaGolubeva | 1 | 0 | 1 | 0 |
| meta-cla[bot] | 1 | 0 | 0 | 1 |
| misdelivery | 1 | 0 | 0 | 0 |
| facebook-github-bot | 1 | 0 | 0 | 1 |
Recent activity
Latest issues, pull requests and releases
- Issue comment#5meta-cla[bot]2025-09-19 08:49Add the yaml config file for training the model
- Pull request#5lemarkle2025-09-19 08:49
- Issue comment#4gmehtaa2025-03-12 21:16Memory implementation for 1B
- Issue#4gmehtaa2025-03-12 19:46Memory implementation for 1B
- Issue#3Hprairie2025-03-04 01:45Approximate FLOPs of Memory Layers
- Issue comment#2borguz2025-01-20 21:07Request for open-sourcing weights
- Issue#2borguz2025-01-20 21:07Request for open-sourcing weights
- Issue#2misdelivery2025-01-19 04:05Request for open-sourcing weights
- Issue comment#1facebook-github-bot2025-01-07 19:40Update README.md
- Pull request#1AnnaGolubeva2025-01-07 19:40
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 340 stars here means stars gained during the window, not the repo's star count.