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
Jiachen LIU's Projects
2020-fall
https://sustech-application.github.io/2020-Fall
alpa
Training and serving large-scale neural networks
amberljc.github.io
Amber's Personal Blog - AI Knowledge Sharing
awesome-llm
Awesome-LLM: a curated list of Large Language Model
awesome-llmops
An awesome & curated list of best LLMOps tools for developers
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。
clustered-federated-learning
Clustered Federated Learning: Model-Agnostic Distributed Multi-Task Optimization under Privacy Constraints
eecs598
Advanced Topics on Systems for X
examples
A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.
faiss
A library for efficient similarity search and clustering of dense vectors.
falconn
FAst Lookups of Cosine and Other Nearest Neighbors (based on fast locality-sensitive hashing)
fastchat
An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and FastChat-T5.
fedscale
FedScale: Benchmarking Model and System Performance of Federated Learning
flselector
Restricted client selector
flsystem-paper
Federated Learning Systems Paper List
fluid
A Generic Resource-Aware Hyperparameter Tuning Execution Engine
hnswlib
Header-only C++/python library for fast approximate nearest neighbors
identify-personality-by-text-classification
Text Classification: Identify Personality based on users' online behavior
kubernetes
Production-Grade Container Scheduling and Management
linestro.github.io
A Bootstrap 4 resume/CV theme created by Start Bootstrap
llmsys-paperlist
Large Language Model (LLM) Systems Paper List
minimal
A Theme for GitHub Pages
nmslib
Non-Metric Space Library (NMSLIB): An efficient similarity search library and a toolkit for evaluation of k-NN methods for generic non-metric spaces.
pfedme
Personalized Federated Learning with Moreau Envelopes (pFedMe) using Pytorch (NeurIPS 2020)
pq-with-blas
This project compares the run-time speed of the look-up table pre-computation procedure in several PQ-like methods.
pqtable
Fast search algorithm for product-quantized codes via hash-tables
project2_kmeans
Kmeans in Map Reduce, Hadoop starter code.
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.
scikit-learn
scikit-learn: machine learning in Python
server
The Triton Inference Server provides an optimized cloud and edge inferencing solution.
Recommend Projects
-
React
A declarative, efficient, and flexible JavaScript library for building user interfaces.
-
Vue.js
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
-
Typescript
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
-
TensorFlow
An Open Source Machine Learning Framework for Everyone
-
Django
The Web framework for perfectionists with deadlines.
-
Laravel
A PHP framework for web artisans
-
D3
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
-
Recommend Topics
-
javascript
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
-
web
Some thing interesting about web. New door for the world.
-
server
A server is a program made to process requests and deliver data to clients.
-
Machine learning
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
-
Visualization
Some thing interesting about visualization, use data art
-
Game
Some thing interesting about game, make everyone happy.
Recommend Org
-
Facebook
We are working to build community through open source technology. NB: members must have two-factor auth.
-
Microsoft
Open source projects and samples from Microsoft.
-
Google
Google ❤️ Open Source for everyone.
-
Alibaba
Alibaba Open Source for everyone
-
D3
Data-Driven Documents codes.
-
Tencent
China tencent open source team.