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Signed-off-by: Varun Sundar Rabindranath <varun@neuralmagic.com>
Co-authored-by: Varun Sundar Rabindranath <varun@neuralmagic.com>

Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
Co-authored-by: Linkun Chen <github+anyscale@lkchen.net>

Signed-off-by: Linkun Chen <github+anyscale@lkchen.net>
Co-authored-by: Linkun Chen <lkchen@github.com>
Co-authored-by: Linkun Chen <github+anyscale@lkchen.net>

Removing the block manager v1. This is the initial piece of prefix-caching-centric design. In order to achieve prefix-caching-centric design, we need to simplify the code path so that we only use v2 block manager (which has much higher performance on prefix caching).

[Core] Add an environment variable which needs to be set explicitly to allow BlockSpaceManagerV1 (#9149)

Co-authored-by: youkaichao <youkaichao@126.com>

Co-authored-by: Brendan Wong <bjwpokemon@gmail.com>

Co-authored-by: Alexander Matveev <alexm@neuralmagic.com>

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>

The 2nd PR for #4532.

This PR supports loading FP8 kv-cache scaling factors from a FP8 checkpoint (with .kv_scale parameter).