· ~6 min read
Taming OOM on DGX Spark: Debugging Unified Memory Pressure in a 2-Node vLLM Cluster
Your cluster loads the model. Weights land in GPU memory. Then — crash. `NV_ERR_NO_MEMORY`. The OOM killer takes down `VLLM::Worker_TP`. You restart.
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