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Inside vLLM: Anatomy of a High-Throughput LLM Inference System (aleksagordic.com)
1 point by mellosouls 35 days ago | hide | past | favorite | 1 comment


Great breakdown, thanks for writing this up.

One thing I’m still unclear on: in real production workloads, what ended up being the main bottleneck first — memory bandwidth, KV cache management, or scheduler overhead?

Curious how much of this showed up only under sustained load versus benchmarks.




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