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Recognize the failure modes an AI SRE will actually troubleshoot.
GPU Out of Memory (GPU OOM)
GPU OOM occurs when requested model state, cache or workload exceeds available VRAM.
Think of it like
Think of GPU Out of Memory (GPU OOM) as a production symptom: start with evidence, identify the constrained dependency, then recover safely.
Real life
Large online platforms practice operational response to problems such as GPU Out of Memory (GPU OOM).
SRE lens
Reduce concurrency/context, quantize, shard the model or add capacity.
Remember thisGPU OOM occurs when requested model state, cache or workload exceeds available VRAM.