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Comments (8)

qinxuye avatar qinxuye commented on September 24, 2024

使用 deepspeed 主要作用是?

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wangyongpenga avatar wangyongpenga commented on September 24, 2024

节省gpu

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qinxuye avatar qinxuye commented on September 24, 2024

没明白,你准备用 deepspeed 拉 xinf 还是 xinf 拉 deepspeed ,要解决什么问题?

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wangyongpenga avatar wangyongpenga commented on September 24, 2024

就是如果资源比较紧张的话训练的时候,能使用deepspeed进行策略调用用比较少的gpu资源进行训练,推挤到推理的时候,我们部署推理模型的时候是不是也能使用deepspeed类似的策略进行gpu资源的合理使用

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Ilovecode93 avatar Ilovecode93 commented on September 24, 2024

同问,我也遇到了同样的问题,xinf 中不知道如何使用deepspeed

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SeesawLiu avatar SeesawLiu commented on September 24, 2024

我也遇到这样的需求,需要使用deepspeed集合多张小显存卡共同进行推理比较大的模型

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qinxuye avatar qinxuye commented on September 24, 2024

deepspeed怎么使用的能给个例子吗

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SeesawLiu avatar SeesawLiu commented on September 24, 2024

deepspeed怎么使用的能给个例子吗

我具体也没有写过,只看到相关的文档 deepspeed tutorials ZeRO-Infinity: Breaking the GPU Memory Wall for Extreme Scale Deep Learning

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