- π I'm Sumanth, a software engineer at Anyscale, working on post-training. My primary interests are broadly in machine learning and systems engineering.
- π I'm trying to understand generative models, and have worked on finetuning and in-context learning for language models. Addicted to compute π€
- π» I've made open-source contributions to π€ PEFT and Accelerate.
- π± I'm trying to learn what it takes to build machine learning systems in practice.
- β¨ I have a blog: https://sumanthrh.com
- π¬ 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
- π« You can reach out to me at s1hegde@ucsd.edu
- β‘ Fun fact: Give me any song with a moderate tempo and I can whistle it πΆ
- Other GitHub accounts: c3-sumanthrh
hmmmst
Software Engineer, Anyscale. Intensity is all you need.
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Anyscale
- San Francisco, CA
- sumanthrh.com
- @sumanthrh
Highlights
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peft
peft PublicForked from huggingface/peft
Fork of π€ 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
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varun19299/deep-atrous-guided-filter
varun19299/deep-atrous-guided-filter PublicDeep Atrous Guided Filter for Image Restoration in Under Display Cameras (UDC Challenge, ECCV 2020).
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