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Hi there 👋

My name is juntao and currently a Ph.D. student at HKU (The University of Hong Kong), My research interests lie in LM inference systems and Quantization.

TonyZhao's Projects

autogan icon autogan

[ICCV 2019] "AutoGAN: Neural Architecture Search for Generative Adversarial Networks" by Xinyu Gong, Shiyu Chang, Yifan Jiang and Zhangyang Wang

cloudarcade icon cloudarcade

Official Repo for "CloudArcade: A Blockchain Empowered Cloud Gaming System"

cs-notes icon cs-notes

:books: 技术面试必备基础知识、Leetcode、计算机操作系统、计算机网络、系统设计、Java、Python、C++

cutlass icon cutlass

CUDA Templates for Linear Algebra Subroutines

dlrm icon dlrm

An implementation of a deep learning recommendation model (DLRM)

examples icon examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

llm-pq icon llm-pq

Official Repo for "LLM-PQ: Serving LLM on Heterogeneous Clusters with Phase-Aware Partition and Adaptive Quantization"

lptorch icon lptorch

A Torch Plugin That Support Low-Precision Kernel Implementation

practicalai icon practicalai

📚 A practical approach to learning and using machine learning.

pytorch-lamb icon pytorch-lamb

PyTorch implementation of LAMB for ImageNet/ResNet-50 training

qllm icon qllm

Quantization Supported Large Language Model Implementation

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