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69 followers · 2 following

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: Starstruckx2Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

Achievements

Achievement: Pull Sharkx3Achievement: Pair Extraordinairex3Achievement: YOLOAchievement: Starstruckx2Achievement: QuickdrawAchievement: Arctic Code Vault Contributor

Highlights

  • Pro

Organizations

@anyscale

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SumanthRH/README.md

Hi there 👋

  • 😄 I'm Sumanth, a software engineer at Anyscale, working on post-training. My primary interests are broadly in machine learning and systems engineering.
  • 🚀 I'm trying to understand generative models, and have worked on finetuning and in-context learning for language models. Addicted to compute 🤖
  • 💻 I'm currently working on SkyThought, and SkyRL.
  • 🌱 I'm trying to learn what it takes to build machine learning systems in practice.
  • ✨ I have a blog: https://sumanthrh.com
  • 💬 Some samples of my writing:

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  1. NovaSky-AI/SkyThought NovaSky-AI/SkyThought Public

    Sky-T1: Train your own O1 preview model within $450

    Python 3.3k 324

  2. NovaSky-AI/SkyRL NovaSky-AI/SkyRL Public

    SkyRL-v0: Train Real-World Long-Horizon Agents via Reinforcement Learning

    Python 322 28

  3. tokenization tokenization Public

    A comprehensive deep dive into the world of tokens

    Python 223 11

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

    DPO, but faster 🚀

    Python 42 4

  5. peft peft Public

    Forked from huggingface/peft

    Fork of 🤗 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

  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