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#### News | ||
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<strong style="color:red;"><strong>I’m actively applying for a MLsys Ph.D. position in 2025 Fall! </strong></strong> If you need a student who is familiar with <strong style="color:red;"><strong>both NLP and computer systems </strong></strong> with <strong style="color:red;"><strong>extensive industry experiences</strong></strong>, feel free to <a href="#contact-info">Contact Me</a>! | ||
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#### Biography | ||
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](https://zirui-ray-liu.github.io/). In the summer of 2023, I visited [TsinghuaNLP](https://github.com/thunlp) and conducted research under Prof. [Zhiyuan Liu](https://nlp.csai.tsinghua.edu.cn/~lzy/). | ||
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* Quantization (e.g. Attempting to finetune Llama 3.1 405B on a single A100 80GB GPU), the other example includes [IAPT](https://arxiv.org/pdf/2405.18203). | ||
* Long context inference: example includes [Cross Layer Attention](https://github.com/JerryYin777/Cross-Layer-Attention). | ||
2. LLM(VLM) for RELIABLE Hardware Design | ||
* Synthesise pretraining and finetuning common knowledge of CodeLLM, exploring the boundary capabilities of LLM/VLM for hardware design (e.g. pretrain/finetune a VerilogLLM) | ||
* Synthesise pretraining and finetuning common knowledge of CodeLLM, exploring the boundary capabilities of LLM/VLM for hardware design (e.g. pretrain/finetune a VerilogLLM). | ||
* Align the simulation code with the waveform image data to finetune VerilogVLM. | ||
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#### Misc | ||
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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 **1k stars** and acquired over **250 followers** on [GitHub](https://github.com/JerryYin777). I occasionally share my explorations in the machine learning system and LLM field on [Zhihu](https://www.zhihu.com/people/ycr222/posts) in Mandarin. | ||
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#### Contact<p id="contact-info"></p> | ||
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✉️ [yin00486 [at] umn.edu](mailto:[email protected]) | ||
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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 honored to be advised by Professor [Zichen Xu](https://good.ncu.edu.cn/Pages/Professor.html) at [GOOD LAB](https://good.ncu.edu.cn) starting from March 2022, where my focus was on solving data-centric challenges and building efficient and reliable systems. I was the leader of Nanchang University Supercomputer Cluster Team ([NCUSCC](https://hpc.ncuscc.tech/)) 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 **1000 stars** and acquired over**200 followers** on GitHub. It is gratifying to know that my open-source projects have benefitted numerous individuals, and I have personally gained valuable knowledge from the open-source community. --> | ||
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<!-- #### Contact | ||
* Github: [JerryYin777](https://github.com/JerryYin777) | ||
* Email: yin00486 [at] umn.edu | ||
* Google Scholar:[Congrui Yin's Google Scholar](https://scholar.google.com/citations?hl=en&user=7gsdLw4AAAAJ) | ||
#### Education | ||
2023.12 - Present, Computer Science, College of Liberal Arts, University of Minnesota Twin Cities. | ||
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