HTML · Apache-2.0
patchy631/time-to-first-token
A 10-week, 30-minutes-a-day roadmap for LLM inference serving and optimization. vLLM, SGLang, quantization, speculative decoding, benchmarking.
★ 1k
Stars
116 forks · 1 open issues
+2.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
18.9
Momentum / 100
see the breakdown below
3mo ago
Created
last push 2mo ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 2.1 | +2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.19× the monthly pace |
| Freshness | 15 | 8.1 | last push 2mo ago; decays to zero at 180 days |
| Scale | 15 | 8.7 | 1k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 18.9 | sum of the above |
Detail
| Topics | learning-resourcesllmllm-inferencemlopsroadmapsglangvllm |
| Matched on | LLM & Inference (llm-inference) Learning & Roadmaps (learning-resources, roadmap) |
| Short window | +2 stars over 7 days = 0.3/day |
| Long window | +40 stars over 26 days = 1.5/day |
| Lifetime average | 10.67 stars/day over 95 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |