Python · Apache-2.0
TilelliLab/atome-lm
A ternary, zero-heap tiny language model that runs inside a $2 microcontroller — bit-exact Python <-> C99 <-> Cortex-M3 (QEMU) parity. Apache-2.0.
★ 153
Stars
12 forks · 2 open issues
+1.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
12.4
Momentum / 100
see the breakdown below
5mo ago
Created
last push 4mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 1.1 | +1.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | needs 7-day and 30-day rates side by side |
| Freshness | 15 | 5.0 | last push 4mo ago; decays to zero at 180 days |
| Scale | 15 | 6.3 | 153 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 12.4 | sum of the above |
Detail
| Topics | bitnetcortex-medge-aiembeddedesp32language-modelllmmachine-learningmicrocontrolleron-device-aiqemuquantizationsmall-language-modelstm32ternarytinyml |
| Matched on | Mechatronics (embedded, esp32, microcontroller, stm32) |
| Short window | +1 stars over 7 days = 0.1/day |
| Long window | +1 stars over 26 days = 0.0/day |
| Lifetime average | 0.92 stars/day over 166 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |