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[ckpt] feat: add mooncake backend#5176

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x1314aq wants to merge 2 commits intoverl-project:mainfrom
x1314aq:mooncake
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[ckpt] feat: add mooncake backend#5176
x1314aq wants to merge 2 commits intoverl-project:mainfrom
x1314aq:mooncake

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@x1314aq
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@x1314aq x1314aq commented Feb 2, 2026

What does this PR do?

Add mooncake-transfer-engine backend to checkpoint-engine.

TODO

  • Add detailed performance testing results in checkpoint engine README.

benchmark result test with bucket_size=2GB

Model Device Info time cost (s) bandwidth (GB/s)
Qwen3-8B 8x Ascend 910C 0.27 50.26
Qwen3-8B 8x Nvidia H100, ConnectX-7 400Gbps (InfiniBand) 1.90 7.28

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@wuxibin89
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There's a ongoing work on this: #4954

@x1314aq x1314aq force-pushed the mooncake branch 3 times, most recently from a1a612c to baa3ce5 Compare February 4, 2026 08:51
@wuxibin89
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What is the difference between kimi_ckpt_engine and mooncake?

@x1314aq
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x1314aq commented Feb 6, 2026

What is the difference between kimi_ckpt_engine and mooncake?

The mooncake backend implements D2D communication, so tensors don’t need to be offloaded to host DRAM. The kimi_ckpt_engine backend mainly uses H2D transfers and broadcast.

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3 participants