LLM Quantization
8bit-Quantization Implementation for LLama-2-7b Model
Code
Write a Memory Allocator for PyTorch
Write a memory allocator from scratch.
FFT On the Road
Guide to implement FFT in C++ with parallelism
Random Number Generator
Lecture notes on RNG
Alias Method for Sampling from Discrete Distribution
An Introduction to Alias Method