- 😄 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:
- Everything about distributed training and efficient finetuning: https://sumanthrh.com/post/distributed-and-efficient-finetuning/
- Everything about tokenization (mini-course): https://github.com/SumanthRH/tokenization
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SumanthRH (Sumanth R Hegde) · GitHub
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shipit
Sumanth R Hegde SumanthRH
shipit
Software Engineer, Anyscale. Intensity is all you need.
-
Anyscale
- San Francisco, CA
- sumanthrh.com
- @sumanthrh
Highlights
- Pro
Organizations
Pinned Loading
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NovaSky-AI/SkyRL
NovaSky-AI/SkyRL PublicSkyRL: A Modular Full-stack RL Library for LLMs
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NovaSky-AI/SkyThought
NovaSky-AI/SkyThought PublicSky-T1: Train your own O1 preview model within $450
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peft
peft PublicForked 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
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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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