Files
agentic-kvc/third_party/vllm/benchmarks/README.md
Gahow Wang 445e491123 Add vLLM v0.18.1 source tree with KV transfer abort fix
third_party/vllm/ now tracked in git for direct patch management.
Based on vLLM v0.18.1 release with one patch applied:

  vllm/v1/core/sched/scheduler.py:
    Replace fatal assert with graceful skip when KV transfer callback
    arrives for an already-aborted request during PD disaggregated serving.

Future vLLM modifications should be made directly in third_party/vllm/
and committed normally. The patches/ directory is kept as documentation
of what changed from upstream.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
2026-05-22 00:30:38 +08:00

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1.0 KiB
Markdown

# Benchmarks
This directory used to contain vLLM's benchmark scripts and utilities for performance testing and evaluation.
## Contents
- **Serving benchmarks**: Scripts for testing online inference performance (latency, throughput)
- **Throughput benchmarks**: Scripts for testing offline batch inference performance
- **Specialized benchmarks**: Tools for testing specific features like structured output, prefix caching, long document QA, request prioritization, and multi-modal inference
- **Dataset utilities**: Framework for loading and sampling from various benchmark datasets (ShareGPT, HuggingFace datasets, synthetic data, etc.)
## Usage
For detailed usage instructions, examples, and dataset information, see the [Benchmark CLI documentation](https://docs.vllm.ai/en/latest/benchmarking/cli/#benchmark-cli).
For full CLI reference see:
- <https://docs.vllm.ai/en/latest/cli/bench/latency.html>
- <https://docs.vllm.ai/en/latest/cli/bench/serve.html>
- <https://docs.vllm.ai/en/latest/cli/bench/throughput.html>