[BugFix] Modify the bug in Qwen2 when enabling ENABLE_V1_KVCACHE_SCHEDULER. (#3670)

* merge 2.1

* fix

* pre-commit

* fix

fastdeploy/engine/engine.py

@@ -29,6 +29,7 @@ import traceback
 import uuid
 import weakref
 from concurrent.futures import ThreadPoolExecutor
+from dataclasses import asdict
 from typing import Dict, List, Optional, Tuple
 
 import numpy as np
@@ -479,6 +480,8 @@ class LLMEngine:
         """
         # TODO 输入输出长度确认
 
+        if sampling_params is not None:
+            task.update(asdict(sampling_params))
         request = Request.from_dict(task)
         llm_logger.info(f"Receive request {request}")
         if sampling_params is not None: