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Inference & serving

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

Open on GitHub
Stars
5.1k
Forks
878
Open issues
33
Last push
13d ago

About cube-studio

cube-studio is a free, open-source AI inference tool by tencentmusic. 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. It has 5.1k GitHub stars and 878 forks, and was last updated 13d ago. GitHub doesn't detect a standard license, so check the repository before using it commercially.

License
Not detected
Language
–
Stars
5,084
Last update
13d ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not stated
Self-hostable
Not stated

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cube-studio FAQ

Is cube-studio free?

Yes. cube-studio is open source and free to use. GitHub doesn't detect a standard license, so check the repository before using it commercially.

Does cube-studio run on a Mac?

The project doesn't say. Check its installation guide before you start.

Does cube-studio need a GPU?

The project doesn't state hardware needs. AI models generally run much faster with a GPU.

Is cube-studio still maintained?

Yes. It was last updated 13d ago and has 33 open issues on GitHub.

What are alternatives to cube-studio?

Similar free, open-source tools include vllm, BentoML, kong, pytorch-lightning.

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