Sumanth R Hegde SumanthRH

😄 I'm Sumanth, a master's student in the CSE department at UC San Diego. 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've made open-source contributions to 🤗 PEFT (Top-10 as of Jan '24) and Accelerate.
🌱 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 work:
- Everything about distributed training and efficient finetuning: https://sumanthrh.com/post/distributed-and-efficient-finetuning/
- Everything about tokenization: https://github.com/SumanthRH/tokenization
📫 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

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