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ubermenchh/README.md

Hi, I’m @ubermenchh (Umang Kaushik)

Projects:

1. Compilers, Interpreters, Programming Language, Virtual Machine

2. Deep Learning

  • flash-attention: Flash Attention implemented from sratch in CUDA and PyTorch
  • chotagrad: A grad engine written in Python
  • Soma/paligemma: PaliGemma model Architecture implemented in PyTorch
  • llms: Little GPT2 and LLama2 trained on TinyShakespeare Dataset
  • BytePairEncoding: Byte-Pair Encoding for encoding text
  • vit-pytorch: Implementation of ViT architecture for Image Classification
  • DeIT: Implementation of DeIT architecture for Image Classification
  • xLSTM: Implemenation of xLSTM model in PyTorch
  • clip: Implmentation of CLIP model in PyTorch
  • moe: Implmentation of Mixture-of-Experts Transformers model
  • ArticleChat: A gradio app that lets you chat with an article on HuggingFace
  • ArxivChat: A gradio app that lets you chat with an arXiv paper on HuggingFace

3. CUDA

  • flash-attention: Flash Attention implemented from sratch in CUDA and PyTorch
  • dream-cu: A Ray-Tracer implemented in CUDA
  • cu-jutsu: Various parallel-programming algorithms implemented in CUDA

4. Miscellaneous

  • Flash: A Linear Algebra library in C
  • dream: A Ray-Tracer in C
  • (WIP) void: A PyTorch-like autograd engine in C
  • adderall/adderall.rs: A Brainf*ck interpreter written in Rust
  • breakout: Breakout game written in Zig

Pinned Loading

  1. Flash Flash Public

    my little linear algebra library

    C 44 1

  2. llms llms Public

    lil' language models :)

    Python 1

  3. dream.cu dream.cu Public

    Port of dream (my own ray-tracing framework) in CUDA

    C++

  4. dream dream Public

    a small ray tracing library

    C

  5. clox clox Public

    lox library in c from crafting interpreters book

    C 2

  6. pycc pycc Public

    a c compiler written in python

    Python