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Peirong Zheng's Projects

_distributed-llama icon _distributed-llama

Leverage tensor parallelism techniques to run large language models in the CPU memory of edge devices.

aifinity-team-work icon aifinity-team-work

Event: AWS x NTU Aifinity Hackathon; Team name: Neural Ninjas; Team members: Aditya Sivadas, Zheng Peirong, Laddie Tan Ji Cheng;

chatpaimonqq icon chatpaimonqq

Combined ChatGPT with Moegoe TTS to create a Chatting Paimon for QQ bot

containernet icon containernet

Mininet fork adding support for container-based (e.g. Docker) emulated hosts.

dcpim icon dcpim

to emulate TCP incast using `kernel_impl/cloudlab_script/local_script/run_incast.sh`

fop4 icon fop4

FOP4: Function Offloading Prototyping with P4

gpt-fast icon gpt-fast

Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.

leetcodetop icon leetcodetop

汇总各大互联网公司容易考察的高频leetcode题🔥

llama3.c icon llama3.c

A faithful clone of Karpathy's llama2.c (one file inference, zero dependency) but fully functional with LLaMA 3 8B base and instruct models.

llm-awq icon llm-awq

[MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration

mininext icon mininext

[Mininet 2.3.0] An extension layer that makes it easier to build complex networks in Mininet.

online-cv icon online-cv

A minimal Jekyll Theme to host my resume (CV)

pfl-non-iid icon pfl-non-iid

Personalized federated learning simulation platform with non-IID and unbalanced dataset

tensor_parallel icon tensor_parallel

Automatically split your PyTorch models on multiple GPUs for training & inference

xu.github.io icon xu.github.io

AcadHomepage: A Modern and Responsive Academic Personal Homepage

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