AmberLJC
CS PhD student at Umich | Systems for {LLM, Private ML} | Ex Meta, Apple, SJTU, MIT
amberljc@umich.eduAnn Arbor
Pinned Repositories
AmberLJC.github.io
Amber's Personal Blog - AI Knowledge Sharing
Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
faiss
A library for efficient similarity search and clustering of dense vectors.
FLselector
Restricted client selector
FLsystem-paper
Federated Learning Systems Paper List
LLMSys-PaperList
Large Language Model (LLM) Systems Paper List
vllm
deprecated
leaderboard
How much energy do GenAI models consume?
FedScale
FedScale is a scalable and extensible open-source federated learning (FL) platform.
Fluid
A Generic Resource-Aware Hyperparameter Tuning Execution Engine
AmberLJC's Repositories
AmberLJC/LLMSys-PaperList
Large Language Model (LLM) Systems Paper List
AmberLJC/FLsystem-paper
Federated Learning Systems Paper List
AmberLJC/faiss
A library for efficient similarity search and clustering of dense vectors.
AmberLJC/FLselector
Restricted client selector
AmberLJC/AmberLJC.github.io
Amber's Personal Blog - AI Knowledge Sharing
AmberLJC/Awesome-LLM
Awesome-LLM: a curated list of Large Language Model
AmberLJC/FedScale
FedScale: Benchmarking Model and System Performance of Federated Learning
AmberLJC/vllm
deprecated
AmberLJC/2020-Fall
https://sustech-application.github.io/2020-Fall
AmberLJC/alpa
Training and serving large-scale neural networks
AmberLJC/Awesome-LLMOps
An awesome & curated list of best LLMOps tools for developers
AmberLJC/clustered-federated-learning
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
AmberLJC/eecs598
Advanced Topics on Systems for X
AmberLJC/examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
AmberLJC/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。
AmberLJC/FastChat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
AmberLJC/Fluid
A Generic Resource-Aware Hyperparameter Tuning Execution Engine
AmberLJC/Linestro.github.io
A Bootstrap 4 resume/CV theme created by Start Bootstrap
AmberLJC/minimal
A Theme for GitHub Pages
AmberLJC/pFedMe
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
AmberLJC/pqtable
Fast search algorithm for product-quantized codes via hash-tables
AmberLJC/Project2_kmeans
Kmeans in Map Reduce, Hadoop starter code.
AmberLJC/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.
AmberLJC/server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
AmberLJC/SJTU-Application
https://survivesjtu.github.io/SJTU-Application/#/
AmberLJC/SymbioticLab.github.io
SymbioticLab website
AmberLJC/text-generation-inference
Large Language Model Text Generation Inference
AmberLJC/tutorials
PyTorch tutorials.
AmberLJC/tutorials-triton
This repository contains tutorials and examples for Triton Inference Server
AmberLJC/WH-challenge-baselines
Example baseline implementations for WH PETS challenge