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
5.1k
Stars
878
Forks
63.3
Radar Score
Rising
Momentum
Scoring Breakdown
Impact87.8
Velocity42.4
Health53.2
Growth Metrics
7-Day Stars
+0
30-Day Stars
+7
Acceleration
0.00x
Language
—
Why it ranks
Steady growth — consistently collecting stars and contributors.
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🛡️ Enterprise Readiness & Commercial Safety
Organic Growth
87%
High Confidence
License
NOASSERTION
Review license terms carefully before commercial adoption.
Health Grade
B
Based on maintenance, issue response, and release cadence.
Radar Score
63.3
Composite of Impact, Velocity, and Health.
Disclaimer: This is an automated heuristic assessment based on public GitHub signals. Always perform your own security audit, dependency review, and legal compliance check before production deployment.
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