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[Calculate] LLM memory calculations

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[Calculate] Communication and compute overhead
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AI course essential

[Calculate] Communication and compute overhead

The embedding layer (before Attention layer) expands each token to a 1D vector of size hidden_dim. The common sizes of hidden dimension are 1024 to 8096.

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[Calculate] LLM memory calculations

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