Similar Questions in Deployment & Cost (AI-Ops)
Medium
How do you monitor for "Concept Drift" in an LLM application? If the model's output starts getting shorter over time, is that a deployment failure or a data failure?
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Medium
Can you use "Spot" or "Preemptible" GPU instances for real-time inference? What happens to the user's request if the cloud provider reclaims the GPU mid-generation?
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Medium
How does reducing the precision of model weights from 16-bit to 4-bit impact your infrastructure costs?
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