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Inference & serving

data-infra/cube-studio

cubestudio开源云原生一站式机器学习/深度学习/大模型AI平台/MaaS/mlops/人工智能平台/训推平台,算法全链路流程,多租户,算力租赁平台,token中转,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,云边端协同,边缘计算,自动化标注平台,deepseek等大模型sft微调/奖励模型/强化学习训练,vllm/ollama/mindie大模

Python
Stars
2.6k
Forks
214
Open issues
25
Last push
10d ago

About cube-studio

cube-studio is a free, open-source AI inference tool by data-infra, written mainly in Python. cubestudio开源云原生一站式机器学习/深度学习/大模型AI平台/MaaS/mlops/人工智能平台/训推平台,算法全链路流程,多租户,算力租赁平台,token中转,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,云边端协同,边缘计算,自动化标注平台,deepseek等大模型sft微调/奖励模型/强化学习训练,vllm/ollama/mindie大模. It has 2.6k GitHub stars and 214 forks, and was last updated 10d ago. GitHub doesn't detect a standard license, so check the repository before using it commercially.

License
Not detected
Language
Python
Stars
2,564
Last update
10d ago
Runs on Mac
Not stated
GPU
Not stated
Paid API key
Not required
Self-hostable
Yes

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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 10d ago and has 25 open issues on GitHub.

What are alternatives to cube-studio?

Similar free, open-source tools include BentoML, DeepSpeed, Made-With-ML, cube-studio.

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