SCSS · MIT
jax-ml/scaling-book
Home for "How To Scale Your Model", a short blog-style textbook about scaling LLMs on TPUs
★ 1.5k
Stars
216 forks · 13 open issues
+1.1/day
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
29.2
Momentum / 100
see the breakdown below
21mo ago
Created
last push 19d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 6.3 | +1.1/day, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.65× the monthly pace |
| Freshness | 15 | 13.6 | last push 19d ago; decays to zero at 180 days |
| Scale | 15 | 9.2 | 1.5k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 29.2 | sum of the above |
Detail
| Topics | jaxllm-inferencellmsrooflinetpus |
| Matched on | LLM & Inference (llm-inference) |
| Short window | +8 stars over 7 days = 1.1/day |
| Long window | +46 stars over 26 days = 1.8/day |
| Lifetime average | 2.37 stars/day over 640 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |