I’m actively looking for Machine Learning System and O1/MLLM/LLM Industrial/Research Opportunity. If you need a reliable teammate who is familiar with both NLP and computer systems with extensive industry experiences, feel free to Contact Me!
My name is Jerry Yin. I am currently a senior Undergraduate Student pursuing a bachelor's Degree in computer science at College of Liberal Arts, University of Minnesota Twin Cities, supervised by Prof. Zirui Liu and Jiayi Yuan (Ph.D. Candidate). In the summer of 2023, I visited TsinghuaNLP and conducted research under Prof. Zhiyuan Liu, where I received invaluable mentorship from Weilin Zhao (Ph.D. Candidate) and Xu Han (Research Assistant Professor), for which I am deeply grateful.
I have experience in NLP and computer systems(both architecture and high performance machine learning systems), along with extensive industry research internship experience. This includes:
- Participating in the pretraining of the Yi-Lightning model at 01.AI.
- Contributing to ML Infra of the pretraining of the foundation model at ModelBest (with TsinghuaNLP).
- Participating in the finetuning of the CodeLLM Raccoon (Copilot-like) at SenseTime (with CUHK MMLab).
My current passion revolves around building EFFICIENT system solutions to AGI (Now I am interested in O1-like models ML Infra), this includes:
- Machine Learning System
- Training: Design more effective training system and algorithms, example includes BMTrain.
- Parameter Efficient Fine Tuning (PEFT): Improve LoRA-like architecture and low bit model compression. example includes IAPT.
- Long context inference: example includes Cross Layer Attention.
- LLM & LLM applications
- CodeLLM
- Foundation LLM (Yi-lightning)
- RAG (GraphRAG): Examples includes PaperHelper.
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Before transferring to the University of Minnesota, I studied at Nanchang University, majoring in Artificial Intelligence in a top-tier class with a School Academic Special Scholarship. I was the leader of Nanchang University Supercomputer Cluster Team (NCUSCC) Leader, with experience of ASC22 and SC23(IndySCC).
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I am passionate about open source and firmly believe in its potential to disseminate knowledge widely, leverage technology to lead innovation to the world and contribute to the advancement of human society. I am proud to have garnered over 4k stars and acquired over 370 followers on GitHub. I occasionally share my explorations in the machine learning system and LLM field on
in Mandarin.
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I love league of legends and valorant games!
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I am very enthusiastic about discussing academic issues or any interesting project-related topics! If you'd like to engage in a discussion or collaborate, feel free to contact me via email at any time.
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If you're an undergraduate student feeling uncertain, especially from a diverse background, and hope to gain some learning experiences from me, I also warmly welcome that!