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A comment on Serving 70B-Scale LLMs Efficiently on Low-Resource Edge Devices [pdf]. Parent comment
The number of layers, and the amount of time spent in each of them, makes me think any benefit from pre-loading the layer ahead is negligible.
You really need the entire model on device to consider it performant.
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The number of layers, and the amount of time spent in each of them, makes me think any benefit from pre-loading the layer ahead is negligible.
You really need the entire model on device to consider it performant.