Pinned

1. Awesome-System-for-Machine-Learning Awesome-System-for-Machine-Learning Public

   A curated list of research in machine learning systems (MLSys). Paper notes are also provided.

   2.5k 301

2. MLSysOps/MLE-agent MLSysOps/MLE-agent Public

   MLE-Agent is designed to be a pair coding agent for machine learning engineers and researchers. Support OpenAI and Ollama.

   Python 11 1

3. MLSysOps/Active-Learning-as-a-Service MLSysOps/Active-Learning-as-a-Service Public

   A scalable & efficient active learning/data selection system for everyone.

   Python 213 17

4. LAION-AI/Open-Assistant LAION-AI/Open-Assistant Public

   OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

   Python 36.8k 3.2k

5. cap-ntu/ML-Model-CI cap-ntu/ML-Model-CI Public

   MLModelCI is a complete MLOps platform for managing, converting, profiling, and deploying MLaaS (Machine Learning-as-a-Service), bridging the gap between current ML training and serving systems.

   Python 188 33

6. MLSysOps/MIGProfiler MLSysOps/MIGProfiler Public

   Multi-Instance-GPU profiling tool

   Jupyter Notebook 43 4