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Add KV Cache Manager to track block metrics #415

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maschad opened this issue Feb 15, 2025 · 0 comments
Open

Add KV Cache Manager to track block metrics #415

maschad opened this issue Feb 15, 2025 · 0 comments
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@maschad
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maschad commented Feb 15, 2025

Building off #410 we would like to track:

  • Accelerator (e.g. GPU) total KV cache block allocation for the node's model(s);

  • Accelerator average number of used blocks over the last time period;

Given nvlm doesn't have direct access for this, we have to tracks KV cache block usage over time on our own, this could be stored as a prom metric or even in our own db.

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