diff --git a/README.md b/README.md
index 420d12320..501832314 100644
--- a/README.md
+++ b/README.md
@@ -111,6 +111,7 @@ We have published a number of papers around components or features of LightLLM,
     doi = "10.18653/v1/2025.acl-long.551",
     pages = "11253--11267",
     ISBN = "979-8-89176-251-0",
+}
 ```
 
 **Request scheduler**: accepted by [ASPLOS’25](https://dl.acm.org/doi/10.1145/3676641.3716011):
diff --git a/lightllm/utils/config_utils.py b/lightllm/utils/config_utils.py
index 85d21477b..09302ebc5 100644
--- a/lightllm/utils/config_utils.py
+++ b/lightllm/utils/config_utils.py
@@ -487,7 +487,15 @@ def get_tool_call_parser_for_model(model_path: str) -> Optional[str]:
         return "qwen3_coder"
 
     # Qwen3 series
-    if model_type in ["qwen3", "qwen3_moe", "qwen3_vl", "qwen3_vl_moe", "qwen3_vl_text", "qwen3_vl_moe_text"]:
+    if model_type in [
+        "qwen3",
+        "qwen3_moe",
+        "qwen3_omni_moe",
+        "qwen3_vl",
+        "qwen3_vl_moe",
+        "qwen3_vl_text",
+        "qwen3_vl_moe_text",
+    ]:
         return "qwen25"
 
     # DeepSeek V3
@@ -519,6 +527,7 @@ def get_reasoning_parser_for_model(model_path: str) -> Optional[str]:
         "qwen3_vl_moe",
         "qwen3_vl_text",
         "qwen3_vl_moe_text",
+        "qwen3_omni_moe",
         "qwen3_5",
         "qwen3_5_moe",
         "qwen3_5_text",