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@anyscale

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SumanthRH/README.md

Hi there πŸ‘‹

  • πŸ˜„ I'm Sumanth, a software engineer at Anyscale, working on post-training. My primary interests are broadly in machine learning and systems engineering.
  • πŸš€ I'm trying to understand generative models, and have worked on finetuning and in-context learning for language models. Addicted to compute πŸ€–
  • πŸ’» I've made open-source contributions to πŸ€— PEFT and Accelerate.
  • 🌱 I'm trying to learn what it takes to build machine learning systems in practice.
  • ✨ I have a blog: https://sumanthrh.com
  • πŸ’¬ Some samples of my work:
  • πŸ“« You can reach out to me at s1hegde@ucsd.edu
  • ⚑ Fun fact: Give me any song with a moderate tempo and I can whistle it 🎢
  • Other GitHub accounts: c3-sumanthrh

Pinned Loading

  1. tokenization tokenization Public

    A comprehensive deep dive into the world of tokens

    Python 215 9

  2. anyscale/templates anyscale/templates Public

    Jupyter Notebook 16 10

  3. frankxwang/dpo-prefix-sharing frankxwang/dpo-prefix-sharing Public

    DPO, but faster πŸš€

    Python 29 3

  4. peft peft Public

    Forked from huggingface/peft

    Fork of πŸ€— PEFT: State-of-the-art Parameter-Efficient Fine-Tuning. Our implementation for IA3, a new fine-tuning method is now a part of the official Huggingface library!

    Python

  5. r2mishra/roebling r2mishra/roebling Public

    Load Testing Tool using Haskell

    Haskell 2

  6. varun19299/deep-atrous-guided-filter varun19299/deep-atrous-guided-filter Public

    Deep Atrous Guided Filter for Image Restoration in Under Display Cameras (UDC Challenge, ECCV 2020).

    Jupyter Notebook 36 6