Hunter Zhang's repositories
AI-System-School
🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Model), GenAI (Generative AI). 🍻 OSDI, NSDI, SIGCOMM, SoCC, MLSys, etc. 🗃️ Llama3, Mistral, etc. 🧑💻 Video Tutorials.
Awsome-Deep-Learning-for-Video-Analysis
Papers, code and datasets about deep learning and multi-modal learning for video analysis
Active-Learning-as-a-Service
A scalable & efficient active learning/data selection system for everyone.
MIGProfiler
Multi-Instance-GPU profiling tool
awesome-mlops
A curated list of references for MLOps
CS224n-UCBerkeley-DRL-homework
cs224n homework and practicing DRL
personal_archived
My personal website
PipeSwitch
PipeSwitch
Awesome-Speech-Enhancement
A tutorial for Speech Enhancement researchers and practitioners. The purpose of this repo is to organize the world’s resources for speech enhancement and make them universally accessible and useful.
data-centric-ai
Resources for Data Centric AI
data-centric-AI-1
A curated, but incomplete, list of data-centric AI resources.
dawn-bench-entries
DAWNBench: An End-to-End Deep Learning Benchmark and Competition
docs.getdbt.com
The code behind docs.getdbt.com
ml-design-patterns
Source code accompanying O'Reilly book: Machine Learning Design Patterns
ML-Model-CI
One-stop ML model managing, converting, profiling and serving toolkit.
modelbench
Run safety benchmarks against AI models and view detailed reports showing how well they performed.
modelgauge
Make it easy to automatically and uniformly measure the behavior of many AI Systems.
once-for-all
[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment
onnxruntime
ONNX Runtime: cross-platform, high performance scoring engine for ML models
Open-Assistant
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
ServerlessBench
A benchmark suite for serverless computing
skypilot
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
Video-to-Retail-Platform
An intelligent multimodal-learning based system for video, product and ads analysis. Based on the system, people can build a lot of downstream applications such as product recommendation, video retrieval, etc.