Hunter Zhang
HuaizhengZhang
😹PhD@NTUsg ❤️ Focus on MLSys and LLM Agent
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Top Repositories
🚀 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.
Papers, code and datasets about deep learning and multi-modal learning for video analysis
A scalable & efficient active learning/data selection system for everyone.
Multi-Instance-GPU profiling tool
apply BP,GA to stock analyzing
The unofficial implementation for ICCV17 paper "Object that sounds"
Repositories
127🚀 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.
Papers, code and datasets about deep learning and multi-modal learning for video analysis
A scalable & efficient active learning/data selection system for everyone.
verl: Volcano Engine Reinforcement Learning for LLMs
Multi-Instance-GPU profiling tool
Get started with building Fullstack Agents using OpenAI and LangGraph
No description provided.
Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes
Redis for LLMs
vLLM’s reference system for K8S-native cluster-wide deployment with community-driven performance optimization
该系列的目的是让读者可以在基础的pytorch上，不依赖任何其他现成的外部库，从零开始理解并实现一个大语言模型的所有组成部分，以及训练微调代码，因此读者仅需python，pytorch和最基础深度学习背景知识即可。
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data
Run safety benchmarks against AI models and view detailed reports showing how well they performed.
Make it easy to automatically and uniformly measure the behavior of many AI Systems.
A curated list of references for MLOps
SkyPilot: Run LLMs, AI, and Batch jobs on any cloud. Get maximum savings, highest GPU availability, and managed execution—all with a simple interface.
apply BP,GA to stock analyzing
The code behind docs.getdbt.com
TFX is an end-to-end platform for deploying production ML pipelines
Implementations of basic RL algorithms with minimal lines of codes! (pytorch based)
Resources for AI System Education
A curated, but incomplete, list of data-centric AI resources.
OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.
a spider for crawl stock data
GPU Sharing Scheduler for Kubernetes Cluster
Resources for Data Centric AI
AutoVideo: An Automated Video Action Recognition System
No description provided.
Polyaxon standard dockerfile generator
The unofficial implementation for ICCV17 paper "Object that sounds"