a collection of useful links, articles, repos that i stumble upon in my journey

• best article on CUDA - https://siboehm.com/articles/22/CUDA-MMM
• LLM Primer - https://aman.ai/primers/ai/LLM/
• transformers briefly explained - https://lilianweng.github.io/posts/2023-01-27-the-transformer-family-v2/
• pytorch internals - http://blog.ezyang.com/2019/05/pytorch-internals/
• diffusion models explained - https://lilianweng.github.io/posts/2021-07-11-diffusion-models/
• collection of technical blogs on systems programming, databases, distributed systems, compilers - https://lists.eatonphil.com/blogs.html
• what every programmer should know about memory - https://lwn.net/Articles/250967/
• the programmer’s brain - https://yoan-thirion.gitbook.io/knowledge-base/software-craftsmanship/the-programmers-brain
• pointers and arrays in c - https://pdos.csail.mit.edu/6.828/2014/readings/pointers.pdf
• https://explained.ai/matrix-calculus/
• https://wallhaven.cc/
• https://github.com/naklecha/llama3-from-scratch
• https://cs.uwaterloo.ca/~wenhuche/teaching/cs886/
• https://github.com/stas00/ml-engineering - ml engg mega guide
• https://www.deep-ml.com/ - Leetcode style ML problems
• ML, DL, Maths, Stats and Prob textbooks - https://franknielsen.github.io/Books/CuratedBookLists.html
• Paul G Essay Doc - https://docs.google.com/document/d/1x_apS3vpnxrzrZ4GG-Aww2t5i9s4wHyHHXPpfS7yLcc/edit
• Sam Altman banger career tips - https://x.com/sama/status/1214274038933020672?s=20