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
cube studio is an open-source, cloud-native, one-stop machine learning / deep learning / large model AI platform. It covers the full mlops algorithm pipeline, a computing power rental platform, online notebook development, drag-and-drop task flow pipeline orchestration, multi-machine multi-GPU distributed training, hyperparameter search, inference services with VGPU virtualization, edge computing, a labeling platform with automated labeling, SFT fine-tuning / reward model / reinforcement learning training for large models such as deepseek, multi-machine large model inference with vllm/ollama/mindie, a private knowledge base, and an AI model marketplace. It supports domestic Chinese CPUs/GPUs/NPUs and the Ascend ecosystem, supports RDMA, and supports distributed frameworks such as pytorch/tf/mxnet/deepspeed/paddle/colossalai/horovod/ray/volcano. Machine translation by Claude Sonnet 5.5. A wrong translation? Report an error
- Stars
- 5,085 stars
- Forks
- 878 forks
- Language
- Not reported
- License
- OTHER
- Created
- Aug 17, 2021
- Last push
- Oct 9, 2026
- Updated
- Nov 11, 2026
Why these Tags: an agent read the README and quoted it
- Data orchestration from the description:
拖拉拽任务流pipeline编排
- Distributed training from the description:
多机多卡分布式训练
- Model serving from the description:
推理服务VGPU虚拟化
- LLM fine-tuning from the description:
deepseek等大模型sft微调/奖励模型/强化学习训练
An agent gave these Tags from the fixed Tag list in the AwesomeRepos source code. A code check kept each Tag only when its quote is in the text. A wrong Tag? Report an error with the form at the end of this page.
Admitted to the Repository Index on Nov 10, 2026: 5,086 stars on 2026-11-10.
Star History
184 days recorded, May 12, 2026 – Nov 11, 2026 (UTC). Net change +125 stars.
The star count of each day is the latest count minus the net stars of the later days.
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Star History chart
[](https://awesomerepos.com/tencentmusic/cube-studio) Badge
[](https://awesomerepos.com/tencentmusic/cube-studio) Timeline
It gained stars on 76 of the 184 days recorded since May 12, 2026.
Its largest 7 days were Jun 2, 2026 to Jun 8, 2026: 18 stars.
In the 30 days to Nov 11, 2026 it got 12 stars, 20% more than in the 30 days before.
- Created on the Repository Host
- Release v2025.03.01
- Release v2025.07.01
- Release v2025.09.01
- Release v2026.01.01
- Release v2026.03.01
- +4 stars in one day
- Reached 5,000 stars, 1,751 days after it was created
- Largest star day recorded: +5 stars
- +4 stars in one day
- Latest push
- Entered the Repository Index: 5,086 stars on 2026-11-10
The timeline comes from the creation date and the releases on the Repository Host, the Admission, the Star History, and the Observations. Star milestones show only when the Star History records the day. The list shows up to 5 stable releases from the latest 10 releases recorded. When none of them is stable, one item counts the pre-releases. On the chart of net stars each day, a solid line marks each recorded release.
Forks and pushes
From 2 Observations, Nov 11, 2026 – Nov 12, 2026. Forks 0. AwesomeRepos saw a new push on 0 of 1 days.
- Nov 12, 2026: no new push
A filled day: the last push time changed since the Observation before it.
Health facts
Measured facts in four separate dimensions, each with a date and a source. AwesomeRepos does not add them into one score. AwesomeRepos reads the weekly commits, the changelog, and the community files each week for the 5,000 visible repositories with the most stars and for each rising repository. How AwesomeRepos defines each check
Copies a prompt for a coding agent. It has 1 task for the maintainers of tencentmusic/cube-studio.
Improve the Health Facts of the GitHub repository tencentmusic/cube-studio. AwesomeRepos measures facts about how a repository is maintained, released, secured, and documented. Its page for this repository is https://awesomerepos.com/tencentmusic/cube-studio. A change to the repository can improve each of the item below. Each item gives the measured fact or score, and a task. 1. The newest release tag is a semantic version Fact: The newest release tag is v2026.03.01. Rule: The tag of the newest release has the form 1.2.3 or v1.2.3, with an optional pre-release or build part. There is no data when the repository has no release. Task: Make the next release tag a semantic version (1.2.3 or v1.2.3). Do not change or delete a published tag. If a release tool makes the tags, configure it for semantic versions, and write the version scheme in the contributing guide. Rules for this work: - Each file must be true for this project. Do not copy text that does not apply to it. - Do not choose a licence, a contact, or a release version for me. Ask me. - Do not publish a release, change a repository setting, or push to the default branch. Make the changes on a new branch. - Keep each change small, and run the checks of this repository before you finish. - At the end, list each item as DONE, SKIPPED (with the reason), or NEEDS A DECISION (with the question). AwesomeRepos reads these facts again in its next scan. The definitions of the checks: https://awesomerepos.com/health-facts
Maintenance
2 of 4 checks (2 without data)-
Yes: Not archived
GitHub does not mark the repository as archived. Source
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Yes: A push in the last 90 days
Last push on 2026-10-09, 34 days ago. Source
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No data: Commits in the last 13 weeks
No data: AwesomeRepos has not read the weekly commits.
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No data: Commits in 26 or more of the last 52 weeks
No data: AwesomeRepos has not read the weekly commits.
Releases
1 of 3 checks (1 without data)-
Yes: A release in the last 365 days
Newest release v2026.03.01 on 2026-05-09, 187 days ago. 2 releases in the last 365 days. Source
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No: The newest release tag is a semantic version
The newest release tag is v2026.03.01. Source
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No data: A changelog file at the root
No data: AwesomeRepos has not scanned this repository.
Security practice
0 of 1 check (1 without data)-
No data: A security policy
No data: AwesomeRepos has not scanned this repository.
AwesomeRepos has not asked OpenSSF Scorecard about this repository.
Community files
1 of 3 checks (2 without data)-
Yes: A licence
GitHub finds a licence file, but cannot name the licence. Source
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No data: A contributing guide
No data: AwesomeRepos has not scanned this repository.
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No data: A code of conduct
No data: AwesomeRepos has not scanned this repository.
Observations
Latest Observation, Nov 12, 2026: 5,085 stars, 878 forks, last push Oct 9, 2026, not archived. One of 2 Observations since Nov 11, 2026.