vLLM-Omni v0.31.0rc1

[Bugfix] Fix MiniCPM-o 4.5 seeded turns and window E2E inputs (#8160)

Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>

[Rebase] Rebase to vLLM 0.30.0 (#7820)

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Gao Han <hgaoaf@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>

[Rebase] Rebase to vLLM 0.29.0 (#7230)

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Signed-off-by: Zhou Taichang <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 <noreply@anthropic.com>

[Bugfix][Core] Do not advance the segment watermark past an unmaintai…

…ned request counter (#6834)

Signed-off-by: Inesh Reddy Chappidi <ineshreddy249@gmail.com>
Co-authored-by: Gao Han <hgaoaf@connect.ust.hk>

[Rebase] Rebase to vllm 0.28.0 (#6606)

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>

[Rebase] Rebase to vllm 0.27.0 (#5976)

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 5 (1M context) <noreply@anthropic.com>

[Model] Add soundfile fallback for MiniMax H3 audio loading (#5699)

Signed-off-by: brandneway <gyuan4892@gmail.com>

[Refactor] Migrate Voxtral TTS XPU stage config to --deploy-config (#…

…5467)

Signed-off-by: Joshna Medisetty <joshna.medisetty@intel.com>

[Rebase] Rebase to vllm v0.25.0 (#5042)

Signed-off-by: tzhouam <tzhouam@connect.ust.hk>
Co-authored-by: Claude Opus 4.8 <noreply@anthropic.com>