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数据与研究 · SKILL.md

benchmarking-profiling

benchmarking-profiling

【数据与研究】Plan and analyze SGLang benchmarks, throughput/latency runs, profiling, request datasets, and reproducible performance triage.

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技能说明

GitHub

name: benchmarking-profiling description: "Plan and analyze SGLang benchmarks, throughput/latency runs, profiling, request datasets, and reproducible performance triage." disable-model-invocation: true metadata: disco-role: operating license: Apache 2.0

Benchmarking Profiling

Use this sub-skill for bench_serving, bench_one_batch, auto_benchmark, profiler/NVTX workflows, concurrency/request-rate experiments, dataset selection, warmup policy, GPU metrics, and regression triage. Keep model, backend, commit, GPU, prompt lengths, output lengths, and traffic shape fixed before comparing results.

Cross-Links

  • Root routing: ../../SKILL.md
  • Workflow map: ../../references/workflow-map.md
  • Cross-cutting troubleshooting: ../../references/troubleshooting.md
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