diff --git a/benchmark/config/countdown-template.yaml b/benchmark/config/countdown-template.yaml
index 5f1c9801c5..96726c51e6 100644
--- a/benchmark/config/countdown-template.yaml
+++ b/benchmark/config/countdown-template.yaml
@@ -54,7 +54,7 @@ explorer:
   rollout_model:
     engine_num: 2
     tensor_parallel_size: 1
-    enforce_eager: true
+    enforce_eager: false
     enable_prefix_caching: false
     enable_chunked_prefill: false
     gpu_memory_utilization: 0.9
diff --git a/docs/sphinx_doc/source/tutorial/example_step_wise.md b/docs/sphinx_doc/source/tutorial/example_step_wise.md
index c9703c905d..8463b3ad77 100644
--- a/docs/sphinx_doc/source/tutorial/example_step_wise.md
+++ b/docs/sphinx_doc/source/tutorial/example_step_wise.md
@@ -140,7 +140,7 @@ explorer:
     engine_num: 2
     tensor_parallel_size: 2
     enable_prefix_caching: false
-    enforce_eager: true
+    enforce_eager: false
     dtype: bfloat16
     seed: 42
     gpu_memory_utilization: 0.7
diff --git a/docs/sphinx_doc/source_zh/tutorial/example_step_wise.md b/docs/sphinx_doc/source_zh/tutorial/example_step_wise.md
index 2909add310..a796d5d296 100644
--- a/docs/sphinx_doc/source_zh/tutorial/example_step_wise.md
+++ b/docs/sphinx_doc/source_zh/tutorial/example_step_wise.md
@@ -135,7 +135,7 @@ explorer:
     engine_num: 2
     tensor_parallel_size: 2
     enable_prefix_caching: false
-    enforce_eager: true
+    enforce_eager: false
     dtype: bfloat16
     seed: 42
     gpu_memory_utilization: 0.7
diff --git a/examples/agentscope_react/gsm8k.yaml b/examples/agentscope_react/gsm8k.yaml
index ecc1477cf5..c1b79f7016 100644
--- a/examples/agentscope_react/gsm8k.yaml
+++ b/examples/agentscope_react/gsm8k.yaml
@@ -43,7 +43,7 @@ explorer:
     engine_num: 4
     tensor_parallel_size: 1
     enable_prefix_caching: false
-    enforce_eager: true
+    enforce_eager: false
     enable_openai_api: true
     enable_history: true
     enable_auto_tool_choice: true
diff --git a/examples/agentscope_tool_react/agentscopev0_tool_react_dapo.yaml b/examples/agentscope_tool_react/agentscopev0_tool_react_dapo.yaml
index 9463de670b..e03664557e 100644
--- a/examples/agentscope_tool_react/agentscopev0_tool_react_dapo.yaml
+++ b/examples/agentscope_tool_react/agentscopev0_tool_react_dapo.yaml
@@ -44,7 +44,7 @@ explorer:
     engine_num: 4
     tensor_parallel_size: 1
     enable_prefix_caching: false
-    enforce_eager: true
+    enforce_eager: false
     enable_openai_api: true
     enable_history: true
     dtype: bfloat16
diff --git a/examples/agentscope_tool_react/agentscopev0_tool_react_gsm8k.yaml b/examples/agentscope_tool_react/agentscopev0_tool_react_gsm8k.yaml
index e5c3ed1d71..4715ee9f58 100644
--- a/examples/agentscope_tool_react/agentscopev0_tool_react_gsm8k.yaml
+++ b/examples/agentscope_tool_react/agentscopev0_tool_react_gsm8k.yaml
@@ -44,7 +44,7 @@ explorer:
     engine_num: 4
     tensor_parallel_size: 1
     enable_prefix_caching: false
-    enforce_eager: true
+    enforce_eager: false
     enable_openai_api: true
     enable_history: true
     dtype: bfloat16
diff --git a/examples/agentscope_tool_react/agentscopev1_tool_react_dapo.yaml b/examples/agentscope_tool_react/agentscopev1_tool_react_dapo.yaml
index 0fe9343077..4dd3ee76c8 100644
--- a/examples/agentscope_tool_react/agentscopev1_tool_react_dapo.yaml
+++ b/examples/agentscope_tool_react/agentscopev1_tool_react_dapo.yaml
@@ -44,7 +44,7 @@ explorer:
     engine_num: 4
     tensor_parallel_size: 1
     enable_prefix_caching: false
-    enforce_eager: true
+    enforce_eager: false
     enable_openai_api: true
     enable_history: true
     dtype: bfloat16
diff --git a/examples/agentscope_websearch/agentscopev1_websearch_agent.yaml b/examples/agentscope_websearch/agentscopev1_websearch_agent.yaml
index 5002a26b4a..a6ad09cef8 100644
--- a/examples/agentscope_websearch/agentscopev1_websearch_agent.yaml
+++ b/examples/agentscope_websearch/agentscopev1_websearch_agent.yaml
@@ -68,7 +68,7 @@ explorer:
     engine_num: 4
     tensor_parallel_size: 1
     enable_prefix_caching: false
-    enforce_eager: true
+    enforce_eager: false
     dtype: bfloat16
     seed: 42
     gpu_memory_utilization: 0.7
diff --git a/trinity/common/config.py b/trinity/common/config.py
index dd328acd55..c722959b96 100644
--- a/trinity/common/config.py
+++ b/trinity/common/config.py
@@ -447,7 +447,7 @@ class InferenceModelConfig:
     engine_num: int = 1
     tensor_parallel_size: int = 1
     use_v1: bool = True
-    enforce_eager: bool = True
+    enforce_eager: bool = False
     enable_prefix_caching: bool = False
     enable_chunked_prefill: bool = False
     gpu_memory_utilization: float = 0.9
diff --git a/trinity/common/models/vllm_model.py b/trinity/common/models/vllm_model.py
index 11df1263bd..0133586f7c 100644
--- a/trinity/common/models/vllm_model.py
+++ b/trinity/common/models/vllm_model.py
@@ -53,6 +53,13 @@ def __init__(
             os.environ["VLLM_ENABLE_V1_MULTIPROCESSING"] = "0"
         if get_vllm_version() >= parse_version("0.11.0"):
             os.environ["VLLM_ALLREDUCE_USE_SYMM_MEM"] = "0"
+        if not config.enforce_eager:
+            # To avoid torch compile conflicts when multiple model are started simultaneously.
+            # remove this when the following PR is released:
+            # https://github.com/vllm-project/vllm/pull/27616
+            os.environ["VLLM_CACHE_ROOT"] = os.path.expanduser(
+                f"~/.cache/vllm/{config.bundle_indices}"
+            )
         self.default_sampling_params = vllm.SamplingParams(
             n=1,
             temperature=0.0,