amberljc Goto Github PK
Name: Jiachen LIU
Type: User
Company: [email protected]
Bio: CS PhD student at Umich | MLSys in {LLM, Federated Learning, AutoML} | Ex Apple, SJTU
Location: Ann Arbor
Name: Jiachen LIU
Type: User
Company: [email protected]
Bio: CS PhD student at Umich | MLSys in {LLM, Federated Learning, AutoML} | Ex Apple, SJTU
Location: Ann Arbor
https://sustech-application.github.io/2020-Fall
Training and serving large-scale neural networks
Amber's Personal Blog - AI Knowledge Sharing
Awesome-LLM: a curated list of Large Language Model
An awesome & curated list of best LLMOps tools for developers
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。
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
Advanced Topics on Systems for X
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
A library for efficient similarity search and clustering of dense vectors.
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
FedScale: Benchmarking Model and System Performance of Federated Learning
Restricted client selector
Federated Learning Systems Paper List
A Generic Resource-Aware Hyperparameter Tuning Execution Engine
Header-only C++/python library for fast approximate nearest neighbors
Text Classification: Identify Personality based on users' online behavior
Production-Grade Container Scheduling and Management
A Bootstrap 4 resume/CV theme created by Start Bootstrap
Large Language Model (LLM) Systems Paper List
A Theme for GitHub Pages
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
This project compares the run-time speed of the look-up table pre-computation procedure in several PQ-like methods.
Fast search algorithm for product-quantized codes via hash-tables
Kmeans in Map Reduce, Hadoop starter code.
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.
scikit-learn: machine learning in Python
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.