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[Bugfix] Benchmark serving script used global parameter 'args' in function 'sample_random_requests' (#6428)

Co-authored-by: simon-mo <simon.mo@hey.com>

Co-authored-by: Robert Shaw <rshaw@neuralmagic.com>

Co-authored-by: Roger Wang <ywang@roblox.com>

Co-authored-by: Roger Wang <ywang@roblox.com>

 [Speculative Decoding] Support draft model on different tensor-parallel size than target model (#5414)

This PR adds basic support for OpenTelemetry distributed tracing.
It includes changes to enable tracing functionality and improve monitoring capabilities.

I've also added a markdown with print-screens to guide users how to use this feature. You can find it here

[CI] Improve the readability of performance benchmarking results and prepare for upcoming performance dashboard (#5571)

Co-authored-by: Jiang Li <jiang1.li@intel.com>
Co-authored-by: Abhilash Majumder <abhilash.majumder@intel.com>
Co-authored-by: Abhilash Majumder <30946547+abhilash1910@users.noreply.github.com>

[CI/Build][Misc] Add CI that benchmarks vllm performance on those PRs with `perf-benchmarks` label (#5073)
Co-authored-by: simon-mo <simon.mo@hey.com>

Co-authored-by: Michael Goin <michael@neuralmagic.com>
Co-authored-by: youkaichao <youkaichao@gmail.com>
Co-authored-by: zifeitong <zifei.tong@parasail.io>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>

Signed-off-by: Wang, Yi A <yi.a.wang@intel.com>
Co-authored-by: Roger Wang <ywang@roblox.com>

Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Robert Shaw <114415538+robertgshaw2-neuralmagic@users.noreply.github.com>

Co-authored-by: Zhuohan Li <zhuohan123@gmail.com>

Signed-off-by: pandyamarut <pandyamarut@gmail.com>

Co-authored-by: Roger Wang <ywang@roblox.com>