Jupyter Notebook
walkinglabs/modern-llm-notebook
A hands-on course on modern LLM architectures, training, and inference, with step-by-step PyTorch implementations and runnable notebooks.
★ 280
Stars
60 forks · 1 open issues
+4.0/wk
Growth · measured
Stars counted between two of our own snapshots roughly a week apart. The repository page gives the exact span.
22.9
Momentum / 100
see the breakdown below
5mo ago
Created
last push 38d ago
Star history
How this score was built
| Component | Weight | Earned | Why |
|---|---|---|---|
| Velocity | 55 | 3.8 | +4.0/wk, log-scaled against a 750/day ceiling |
| Acceleration | 15 | 0.0 | last week ran 0.42× the monthly pace |
| Freshness | 15 | 12.1 | last push 38d ago; decays to zero at 180 days |
| Scale | 15 | 7.1 | 280 stars, log-scaled against 150k — stops a 3-star repo topping the board |
| Momentum | 100 | 22.9 | sum of the above |
Detail
| Topics | aiattentioncoursedeep-learningeducationfinetunegptjupyter-notebooklarge-language-modelsllmllm-from-scratchllm-inferencellm-trainingmoenotebookpretrainpytorchquantizationtransformertutorial |
| Matched on | LLM & Inference (large-language-models, llm-inference) Learning & Roadmaps (tutorial) |
| Short window | +4 stars over 7 days = 0.6/day |
| Long window | +35 stars over 26 days = 1.3/day |
| Lifetime average | 1.63 stars/day over 172 days |
| First seen here | 2026-10-11 |
| Last read | 2d ago |