Repository · Apache-2.0
amitshekhariitbhu/llm-internals
Learn LLM internals step by step - from tokenization to attention to inference optimization.
★ 1.8k
Stars
203 forks · 0 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.
24.4
Momentum / 100
see the breakdown below
7mo ago
Created
last push 3d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 0.0 | −2.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran -0.32× the monthly pace |
| Freshness | 15 | 15.0 | last push 3d ago; decays to zero at 180 days |
| Scale | 15 | 9.4 | 1.8k stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 24.4 | sum of the above |
Detail
| Topics | attention-is-all-you-needattention-mechanismlarge-language-modelslearn-llmllmllm-internals |
| Matched on | LLM & Inference (large-language-models) |
| Short window | +-2 stars over 7 days = -0.3/day |
| Long window | +23 stars over 26 days = 0.9/day |
| Lifetime average | 8.54 stars/day over 207 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |