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yebyyy/README.md
  • ๐Ÿ‘‹ Hi, Iโ€™m Xiaomeng Ye aka @Yebyyy
  • ๐Ÿ‘€ Iโ€™m interested in AI, Robotics, and computer system and architecture.
  • ๐ŸŒฑ Iโ€™m currently exploring GPU programming with Triton and CUDA.
  • ๐Ÿ’ž๏ธ Iโ€™m working on a toy implementation of MPPI, Flash Attention, and a multimodal LLM.
  • ๐Ÿ“ซ How to reach me: My Personal Website
  • ๐Ÿ˜„ Pronouns: He/Him/His
  • โšก Fun fact: I played violin for 12 years and I am currently playing in GTSO (Georgia Tech Symphony Orchesta).

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  1. Reproduce-GPT2 Reproduce-GPT2 Public

    This repo is for rebuilding the openai GPT2(124M) model

    Jupyter Notebook

  2. SD-From-Scratch SD-From-Scratch Public

    Reproduce Stable Diffusion Model from scratch

    Python

  3. FlashAttention FlashAttention Public

    This is an implementation of flash attention using Triton

    Cuda

  4. PaliGemma PaliGemma Public

    A reproduction of the multimodal LLM PaliGemma

  5. Tokenization Tokenization Public

    Let's build GPT Tokenizer!

    Jupyter Notebook

  6. Infinite-Shakepear Infinite-Shakepear Public

    This repo is for building a transformer model from scratch that is able to generate Shakespear-like literature

    Jupyter Notebook