Qasim

[Bug]: Vllm 0.8.2 + Ray 2.44 (Ray serve deployment) fallbacks to V0 Engine

13

### Your current environment ```text INFO 03-26 19:23:29 [__init__.py:239] Automatically detected platform cuda. Collecting environment information... PyTorch version: 2.6.0+cu124 Is debug build: False CUDA used to build PyTorch: 12.4 ROCM...