Support Qwen2-MoE Architecture #2089
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@DiegoCao can you help to followup and add TP support? |
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depends on apache/tvm#16848, waiting for the next sync |
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Just rebased mlc-ai/relax. Let's trigger the CI tomorrow. |
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Got it, working on the TP support |
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Waiting for dependencies: apache/tvm#16887 and apache/tvm#16886 BTW, there is a known numerical issue on Vulkan. Will fix it in a follow-up PR. |
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@Hzfengsy seems alll deps are landed, let us followup |
Hzfengsy
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Qwen1.5-MoE-A2.7B-Chat is an open-sourced 14B MoE model, based on Qwen2-MoE architecture. It is possible to run on mobile devices.
Note that we need to support multi-device TP for the arch for future large models. However, I fail to do that because of limited devices.
cc @vinx13 @tqchen