tencentmusic/cube-studio

cube studio开源云原生一站式机器学习/深度学习/大模型AI平台，mlops算法链路全流程，算力租赁平台，notebook在线开发，拖拉拽任务流pipeline编排，多机多卡分布式训练，超参搜索，推理服务VGPU虚拟化，边缘计算，标注平台自动化标注，deepseek等大模型sft微调/奖励模型/强化学习训练，vllm/ollama/mindie大模型多机推理，私有知识库，AI模型市场，支持国产cpu/gpu/npu 昇腾生态，支持RDMA，支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano等分布式

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519 commits

updated Oct 9, 2026

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帮助文档

参考帮助文档

Cube Studio

整体架构

aihub

argo

automl

deepseek

gpt

inference

kubeflow

kubernetes

llmops

mlops

notebook

pipeline

pytorch

spark

vgpu

workflow

Significant stargazers

Xunzhuo

1,398 followers · starred Feb 2025

杨朱 · Kiki

155 followers · starred Oct 2024

Shenggui Li

408 followers · starred Sep 2023

Peter Pan

79 followers · starred Jul 2024

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