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S1ro1/README.md

hey


πŸ‘¨β€πŸ’» About Me

Computer science student with passion for ML Systems and AI. Currently in my 1st year of Master's degree. I work as as a machine learning engineer @ πŸ€— Huggingface, where I help to maintain and contribute to Accelerate. When I'm not working I'm one of the main contributors to KernelBot.

  • πŸ”­ I'm interested in all things related to AI and ML

  • 🧠 I love to understand things in depth and learn about how the underlying hardware works

  • 🌱 My current focus in on understanding the internals of GPUs and distributed communication

  • πŸ“š I spend most of my free time learning new stuff which I currently obsess over


πŸ’» My Skills

  • 🐍 Been working with Python for more than 10 years and I consider myself very confident in this language

  • 🧠 Familiar with different architectures of neural networks, mainly focusing on causal language modeling

  • βš™οΈ I have experience with distributed systems and parallel computing, especially in the context of ML/AI, where I have worked with and in-depth understood different distributed training strategies

  • ⚑️ I love optimizing code and making it run fast, with experience in languages such as C++, Cuda and Triton

Pinned Loading

  1. huggingface/accelerate huggingface/accelerate Public

    πŸš€ A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (including fp8), and easy-to-configure FSDP and DeepSpeed support

    Python 8.7k 1.1k

  2. linkedin/Liger-Kernel linkedin/Liger-Kernel Public

    Efficient Triton Kernels for LLM Training

    Python 5k 324

  3. gpu-mode/discord-cluster-manager gpu-mode/discord-cluster-manager Public

    Write a fast kernel and run it on Discord. See how you compare against the best!

    Python 44 12

  4. VideoSuperResolutionNet VideoSuperResolutionNet Public

    Python