Sizing a GPU server: what actually matters
Memory bandwidth, not raw FLOPS, decides most inference budgets. Here is the checklist we run before quoting any cluster.
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Why on-device fine-tuning changed our roadmap
A 70B model on a workstation beats a queue in the cloud for most small teams. The numbers behind that claim.
Read moreOwn the burst, rent the baseline
A hybrid of owned nodes and cloud capacity cut one customer’s monthly bill by 41%. The maths, step by step.
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