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simonguozirui/README.md

Hi there ๐Ÿ‘‹, Welcome to Simon's Github

I am a CS PhD Student at Stanford ๐ŸŒฒ. Previously, I studied ๐Ÿป studying Electrical Engineering โšก and Computer Sciences ๐Ÿ’ป at UC Berkeley. I am interested in designing and scaling intelligent systems, from model architectures to efficient systems to performant hardware.


Previously I worked on pretraining ๐Ÿ”ฎ at @cohere-ai, ๐Ÿ“ฑ GPUs at @apple, distributed computing ๐Ÿ•ธ๏ธ at @anyscale, and autonomous vehicles ๐Ÿš— @NVIDIA. In earlier times, I also did some hardware product prototyping โš™๏ธ @HAX and consumer neurotech ๐Ÿง  @Interaxon.

I used to do a lot of hackathons ๐ŸŒ™, having been to 30+ and won 10 awards, as well as organizing a few.

Feel free to reach me at [email protected]

Simon's Github Stats

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  1. ScalingIntelligence/KernelBench ScalingIntelligence/KernelBench Public

    KernelBench: Can LLMs Write GPU Kernels? - Benchmark with Torch -> CUDA problems

    Python 86 1

  2. erdos-project/frenet_optimal_trajectory_planner erdos-project/frenet_optimal_trajectory_planner Public

    C++ 148 67

  3. ucb-bar/onnxruntime-riscv ucb-bar/onnxruntime-riscv Public

    Fork of upstream onnxruntime focused on supporting risc-v accelerators

    C++ 83 29

  4. BerkeleyBlockchain/dev-decal-sp20 BerkeleyBlockchain/dev-decal-sp20 Public

    CS 198-077 Blockchain for Developers DeCal Spring 2020: Taught at UC Berkeley during the Spring 2020 semester by the Blockchain at Berkeley Education Department.

    Jupyter Notebook 51 27

  5. kilianhae/FlashAttention.C kilianhae/FlashAttention.C Public

    Flash Attention in raw Cuda C beating PyTorch

    Cuda 16 1

  6. HKNDecal/HKNDecal HKNDecal/HKNDecal Public

    Jupyter Notebook 10 11