Today’s Learning Nugget

Here I listed my work logs, explorartions and to-do list.

Logs

12/23/2025

1. AirBnB ML System Design on EBR Search

11/02/2025

1. C and C++ review, Cuda Toolkit
2. Intro to GPU
3. Cuda Basica
   • deviceQuery
   • Thread Block Clusters
   • Grid, Block, Thread
   • Warp and Weft

11/07/2025

1. Inside Nvidia GPU
   • Fundamentals of NVIDIA GPU architecture: global memory, shared memory, L1/L2 cache, impact of power throttling on SOL, etc.
   • GPU assembly languages: SASS and PTX

Interview Prep Materials

1. Overall idea on LLM, distributed and optimization
2. Coding Tutorials
3. ML Coding

Explorations

1. My reserach paper log

To-Dos

1. pipeline-parallelisim
2. Agentic AI Course
3. Inside vLLM
4. Unsloth RL Guide
5. Distributed Training
6. Post Training
7. LLM Architecture
8. RL Razor
9. Slaying OOM
10. Small Scale Proxies for LLM
11. Torch Titan
12. Pytorch LLM PostTraining
13. Model Evaluation
14. CP + SP