AmberLJC

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amberljc@umich.edu

Ann Arbor

http://www-personal.umich.edu/~amberljc/

Organizations

SymbioticLab

Jiachen LIU's repositories

LLMSys-PaperList

Large Language Model (LLM) Systems Paper List

FLsystem-paper

Federated Learning Systems Paper List

faiss

A library for efficient similarity search and clustering of dense vectors.

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FLselector

Restricted client selector

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AmberLJC.github.io

Amber's Personal Blog - AI Knowledge Sharing

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Awesome-LLM

Awesome-LLM: a curated list of Large Language Model

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FedScale

FedScale: Benchmarking Model and System Performance of Federated Learning

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vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

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2020-Fall

https://sustech-application.github.io/2020-Fall

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alpa

Training and serving large-scale neural networks

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Awesome-LLMOps

An awesome & curated list of best LLMOps tools for developers

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clustered-federated-learning

Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints

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eecs598

Advanced Topics on Systems for X

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examples

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

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ChatGPT-Next-Web

A cross-platform ChatGPT/Gemini UI (Web / PWA / Linux / Win / MacOS). 一键拥有你自己的跨平台 ChatGPT/Gemini 应用。

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FastChat

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.

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Fluid

A Generic Resource-Aware Hyperparameter Tuning Execution Engine

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Linestro.github.io

A Bootstrap 4 resume/CV theme created by Start Bootstrap

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minimal

A Theme for GitHub Pages

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pFedMe

Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)

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pqtable

Fast search algorithm for product-quantized codes via hash-tables

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Project2_kmeans

Kmeans in Map Reduce, Hadoop starter code.

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ray

Ray is a unified framework for scaling AI and Python applications. Ray consists of a core distributed runtime and a toolkit of libraries (Ray AIR) for accelerating ML workloads.

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server

The Triton Inference Server provides an optimized cloud and edge inferencing solution.

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SJTU-Application

https://survivesjtu.github.io/SJTU-Application/#/

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SymbioticLab.github.io

SymbioticLab website

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text-generation-inference

Large Language Model Text Generation Inference

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tutorials

PyTorch tutorials.

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tutorials-triton

This repository contains tutorials and examples for Triton Inference Server

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WH-challenge-baselines

Example baseline implementations for WH PETS challenge

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