upgrade vLLM to main (#4608)

1. fix https://github.com/vllm-project/vllm/pull/28542
The model structure modifications we involved in are:
     - Qwen2.5-VL(still exist some patch)
     - Qwen2-VL
     - Qwen2
     - DeepSeek series
     - Qwen-moe series
2. fix https://github.com/vllm-project/vllm/pull/29121
   the output token now  type changed from np to `list[list[int]]`

3. fix https://github.com/vllm-project/vllm/pull/29262
    `xformers` backend for multimodal now has been deprecated
4. fix https://github.com/vllm-project/vllm/pull/29342

5. fix https://github.com/vllm-project/vllm/pull/28579
6. fix https://github.com/vllm-project/vllm/pull/28718
7. fix https://github.com/vllm-project/vllm/issues/28665
8. fix https://github.com/vllm-project/vllm/pull/26847
vllm introduced the `optimization-level`, some default config has been
changed, and the param `--enforce-eager` has been deprecated
9. fix http://github.com/vllm-project/vllm/pull/29223 it retuns tuple
for sampler.
10. fix https://github.com/vllm-project/vllm/pull/29471 we'll remove the
related patch to avoid this kind of error.

Co-authored-by: hfadzxy <starmoon_zhang@163.com>
Co-authored-by: wangli <wangli858794774@gmail.com>


- vLLM version: v0.11.2

---------

Signed-off-by: wangxiyuan <wangxiyuan1007@gmail.com>
Signed-off-by: wangli <wangli858794774@gmail.com>
Signed-off-by: hfadzxy <starmoon_zhang@163.com>
Co-authored-by: wangli <wangli858794774@gmail.com>
Co-authored-by: hfadzxy <starmoon_zhang@163.com>

vllm_ascend/platform.py

@@ -157,6 +157,7 @@ class NPUPlatform(Platform):
                 compilation_config.splitting_ops = []
 
         compilation_config.cudagraph_num_of_warmups = 1
+        compilation_config.pass_config.enable_fusion = False
 
         if compilation_config.mode not in [
                 CompilationMode.NONE, CompilationMode.VLLM_COMPILE
@@ -310,7 +311,7 @@ class NPUPlatform(Platform):
             vllm_config.scheduler_config.scheduler_cls = (
                 "vllm_ascend.core.scheduler_dynamic_batch.SchedulerDynamicBatch"
             )
-            vllm_config.scheduler_config.chunked_prefill_enabled = True
+            vllm_config.scheduler_config.enable_chunked_prefill = True
             vllm_config.scheduler_config.SLO_limits_for_dynamic_batch = ascend_config.SLO_limits_for_dynamic_batch
 
         if vllm_config.kv_transfer_config is not None and \