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Discussion on "The Numbers: Benchmarking My LLM Gateway on a H100" | Hashnode

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Orhun Küpeli

Jun 21

The Numbers: Benchmarking My LLM Gateway on a H100

A couple of weeks ago I wrote about rewriting my LLM gateway to bring it from MVP to production. The architectural claims were; multi-tenancy, hybrid inference , sub-5ms overhead. So I benchmarked it

orhunkupeli.hashnode.dev5 min read

#llm-gateway #vllm #nvidia-a100 #llm-benchmarking #continuous-batching #qwen25 #ai-infrastructure #llmops #time-to-first-token #modelserving #ai-inference-optimization #awq-quantization

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