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Comparison Between MLA and MHA in dense model #26

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mx8435 opened this issue May 13, 2024 · 1 comment
Open

Comparison Between MLA and MHA in dense model #26

mx8435 opened this issue May 13, 2024 · 1 comment

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@mx8435
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mx8435 commented May 13, 2024 •
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Hi, great job. Did you have a ablation study about the performance between MLA and MHA in dense model ? Thanks.
@luofuli
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luofuli commented May 27, 2024

@mx8435 Our early experiments have already verified that on the 7B dense model, MLA outperforms MHA (by aligning the overall number of parameters of the models, the lesser parameter count in MLA is compensated by increasing the number of layers).

@luofuli luofuli mentioned this issue May 27, 2024
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@mx8435 @luofuli