- Oct 23, 2026
Inside the Wan2.2 VAE Decoder
A detailed explanation of the decoder’s architecture and operations.
- Oct 18, 2026
Dynamic Parameter Offloading for LLM Serving
Designing adaptive offloading for vLLM.
Part 3 of 3 from my Master's thesis at ETH Zurich. - Apr 19, 2026
Profiling vLLM on the GH200
What we learned benchmarking vLLM on the NVIDIA GH200.
Part 2 of 3 from my Master's thesis at ETH Zurich. - Apr 11, 2026
The GPU Memory Wall in LLM Serving
Why GPU memory is the bottleneck, and what the GH200 changes.
Part 1 of 3 from my Master's thesis at ETH Zurich. - Dec 26, 2025
Scaling LLM Training with DeepSpeed
Making the most of limited GPU memory with DeepSpeed.
- Jan 27, 2025
Biased Coin
An analytical solution to a coin-tossing problem with an unknown bias.
- Jan 26, 2025
Ensemble Methods
A deep dive into ensemble methods, from decision trees to XGBoost.