Elijah's Notes

Recent

• Intro to Mixture of Experts (MoE) in LLM Serving Systems 2025-09-19 Machine Learning Systems
• Memory Management in LLM Serving Systems 2025-08-09 Machine Learning Systems
• InfLLM: Training-Free Long-Context Extrapolation for LLMs with an Efficient Context Memory 2025-08-09 Machine Learning Systems
• How to write a fast kernel 2025-08-09 Machine Learning Systems
• GPU Architecture and Programming 2025-08-09 Machine Learning Systems
• Batching in LLM Serving Systems 2025-08-09 Machine Learning Systems
• GPU Kernel Programming with Triton and CUDA 2025-08-09 Machine Learning Systems
• Transformer Architecture and Implementation 2025-08-09 Machine Learning Systems
• Speculative Decoding in LLM Serving Systems 2025-08-09 Machine Learning Systems
• Sparsity and Pruning in LLM Serving Systems 2025-08-09 Machine Learning Systems