tencentmusic/cube-studio

cube studio开源云原生一站式机器学习/深度学习AI平台,支持sso登录,多租户/多项目组,数据资产对接,notebook在线开发,拖拉拽任务流pipeline编排,多机多卡分布式算法训练,超参搜索,推理服务VGPU,多集群调度,边缘计算,serverless,标注平台,自动化标注,数据集管理,大模型一键微调,llmops,私有知识库,AI应用商店,支持模型一键开发/推理/微调,私有化部署,支持国产cpu/gpu/npu芯片,支持RDMA,支持pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/spark/ray/volcano分布式

Jupyter NotebookPythonTypeScriptHTMLJavaScriptShellOtherkubernetesworkflowaisparkpipelinenotebookinferencepytorchargogptautomlkubeflowmlopsvgpuaihubllmops
This is stars and forks stats for /tencentmusic/cube-studio repository. As of 27 Apr, 2024 this repository has 1488 stars and 388 forks.

Cube Studio English | 简体中文 Infra cube-studio is a one-stop cloud-native machine learning platform open sourced by Tencent Music, Currently mainly includes the following functions 1、data management: feature store, online and offline features; dataset management, structure data and media data, data label platform 2、develop: notebook(vscode/jupyter); docker image management; image build online 3、train: pipeline drag and drop online; open template market; distributed computing/training tasks, example...
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