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DeepSpeed MoE 问题 #64

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BlackBearBiscuit opened this issue Mar 18, 2024 · 0 comments
Open

DeepSpeed MoE 问题 #64

BlackBearBiscuit opened this issue Mar 18, 2024 · 0 comments

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@BlackBearBiscuit
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Describe the issue

Issue:
想请教一下是否在13B以上的MoE模型上实验过? 我使用了ZeRO-2,EP_SIZE=8;
在初始化optimizer状态时会报cuda: out of memory.
而ZeRO-3则不支持MoE, 由于设备限制,我也无法采用offload加载;
是不是还是得考虑megatron-deepspeed?

Environment:

GPU: 8×A100-80G

Deepspeed version:0.10.0
Torch version:
Transformers version:
Tokenizers version:

Command:

PASTE THE COMMANDS HERE.

Log:

PASTE THE LOGS HERE.

Screenshots:
You may attach screenshots if it better explains the issue.

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