Merge pull request #5483 from whybeyoung/main

fix: 修复function call数据集如果 function_call 值的为不合法json，异常提示且中断训练。

src/llamafactory/data/formatter.py

@@ -113,7 +113,7 @@ class FunctionFormatter(Formatter):
                 functions.append((tool_call["name"], json.dumps(tool_call["arguments"], ensure_ascii=False)))
 
         except json.JSONDecodeError:
-            functions = []
+            raise RuntimeError("Invalid JSON format in function message: {}".format(str([content])))  # flat string
 
         elements = []
         for name, arguments in functions:
@@ -141,7 +141,7 @@ class ToolFormatter(Formatter):
             tools = json.loads(content)
             return [self.tool_utils.tool_formatter(tools) if len(tools) != 0 else ""]
         except json.JSONDecodeError:
-            return [""]
+            raise RuntimeError("Invalid JSON format in tool description: {}".format(str([content])))  # flat string
 
     @override
     def extract(self, content: str) -> Union[str, List["FunctionCall"]]: