tencentmusic/cube-studio
A comprehensive, cloud-native, one-stop platform for machine learning, deep learning, and large language model development, covering the entire MLOps lifecycle.
Core Features
Detailed Introduction
Cube Studio is an open-source, cloud-native, and one-stop platform designed for the entire MLOps lifecycle, from machine learning and deep learning to large language model development. It offers a comprehensive suite of tools including online notebook development, drag-and-drop pipeline orchestration, multi-node distributed training, and hyperparameter search. The platform also specializes in LLM fine-tuning, reward modeling, and multi-node inference with support for frameworks like vLLM and Ollama. With features like vGPU virtualization for inference, edge computing, and compatibility with domestic CPU/GPU/NPU ecosystems, Cube Studio provides a robust and scalable solution for AI development and deployment.