Your inference bottleneck is not only GPU compute.
At Hot Chips, a generative inference presentation highlighted the scale of the KV cache problem: 64 users at 1M context can require roughly 935 GB of cache.
That changes the infrastructure conversation.
Fast GPU capacity matters, but so does affordable storage for the context your models keep pulling forward.
BHK Cloud gives AI teams both: GPU compute from $0.15/hr and cloud storage from $2.49/TB.
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Originally posted on facebook