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[Parallelism] Implement vocabulary parallelism #680

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casper-hansen opened this issue Nov 15, 2024 · 1 comment
Open

[Parallelism] Implement vocabulary parallelism #680

casper-hansen opened this issue Nov 15, 2024 · 1 comment
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enhancement New feature or request

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@casper-hansen
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Balancing Pipeline Parallelism with Vocabulary Parallelism introduces a way to handle vocabulary scaling together with PP. While context parallelism splits the sequence dimension across devices, Vocabulary Parallelism specifically splits the vocabulary dimension of embedding layers.

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@fegin fegin added the enhancement New feature or request label Nov 15, 2024
@gnadathur
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cc: @H-Huang

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@gnadathur @fegin @casper-hansen