diff --git a/src/novelai_python/credential/UserAuth.py b/src/novelai_python/credential/UserAuth.py
index bc0ac08..f4e1a78 100755
--- a/src/novelai_python/credential/UserAuth.py
+++ b/src/novelai_python/credential/UserAuth.py
@@ -19,7 +19,7 @@ class LoginCredential(CredentialBase):
     """
     username: str = Field(None, description="username")
     password: SecretStr = Field(None, description="password")
-    _session_headers: dict = {}
+    _session_headers: dict = Field(default_factory=dict)
     _update_at: Optional[int] = None
     _x_correlation_id: str = shortuuid.uuid()[0:6]
 
diff --git a/src/novelai_python/sdk/ai/generate/__init__.py b/src/novelai_python/sdk/ai/generate/__init__.py
index e01b172..b497f46 100644
--- a/src/novelai_python/sdk/ai/generate/__init__.py
+++ b/src/novelai_python/sdk/ai/generate/__init__.py
@@ -306,6 +306,7 @@ def build(cls,
               ) -> "LLM":
         """
         Generate
+        :param phrase_rep_pen: Phrase_rep_pen
         :param prompt: prompt, exp "Hello, World!"
         :param model: TextLLMModelTypeAlias
         :param advanced_setting: AdvanceLLMSetting, default None means auto-select
diff --git a/src/novelai_python/sdk/ai/generate/_schema.py b/src/novelai_python/sdk/ai/generate/_schema.py
index c8e460a..c5ffdae 100644
--- a/src/novelai_python/sdk/ai/generate/_schema.py
+++ b/src/novelai_python/sdk/ai/generate/_schema.py
@@ -92,7 +92,7 @@ class AdvanceLLMSetting(BaseModel):
     prefix: Optional[str] = ""
     logit_bias_exp: Optional[List[LogitBiasGroup]] = None
     num_logprobs: Optional[int] = None
-    order: List[int] = []
+    order: List[int] = Field(default_factory=list)
     bracket_ban: Optional[bool] = True
     model_config = ConfigDict(extra="allow")
 
@@ -116,7 +116,7 @@ class LLMGenerationParams(BaseModel):
 
     eos_token_id: int = None
     bad_words_ids: List[List[int]] = None
-    logit_bias_groups: Optional[List[LogitBiasGroup]] = []
+    logit_bias_groups: Optional[List[LogitBiasGroup]] = Field(default_factory=list)
 
     repetition_penalty_frequency: Optional[Union[float, int]] = Field(default=None, allow_inf_nan=False)
     repetition_penalty_presence: Optional[Union[float, int]] = Field(default=None, allow_inf_nan=False)
@@ -133,19 +133,21 @@ class LLMGenerationParams(BaseModel):
     math1_quad_entropy_scale: Optional[Union[float, int]] = Field(default=None, allow_inf_nan=False)
     min_p: Optional[Union[float, int]] = Field(default=None, allow_inf_nan=False)
 
-    order: Union[List[int], List[KeyOrderEntry]] = [
-        KeyOrderEntry(id=Key.Cfg, enabled=False),
-        KeyOrderEntry(id=Key.Temperature, enabled=True),
-        KeyOrderEntry(id=Key.TopK, enabled=True),
-        KeyOrderEntry(id=Key.TopP, enabled=True),
-        KeyOrderEntry(id=Key.TFS, enabled=True),
-        KeyOrderEntry(id=Key.TopA, enabled=False),
-        KeyOrderEntry(id=Key.TypicalP, enabled=False),
-        KeyOrderEntry(id=Key.TopG, enabled=False),
-        KeyOrderEntry(id=Key.Mirostat, enabled=False),
-        KeyOrderEntry(id=Key.Math1, enabled=False),
-        KeyOrderEntry(id=Key.MinP, enabled=False),
-    ]
+    order: Union[List[int], List[KeyOrderEntry]] = Field(
+        default=[
+            KeyOrderEntry(id=Key.Cfg, enabled=False),
+            KeyOrderEntry(id=Key.Temperature, enabled=True),
+            KeyOrderEntry(id=Key.TopK, enabled=True),
+            KeyOrderEntry(id=Key.TopP, enabled=True),
+            KeyOrderEntry(id=Key.TFS, enabled=True),
+            KeyOrderEntry(id=Key.TopA, enabled=False),
+            KeyOrderEntry(id=Key.TypicalP, enabled=False),
+            KeyOrderEntry(id=Key.TopG, enabled=False),
+            KeyOrderEntry(id=Key.Mirostat, enabled=False),
+            KeyOrderEntry(id=Key.Math1, enabled=False),
+            KeyOrderEntry(id=Key.MinP, enabled=False),
+        ]
+    )
 
     def get_base_map(self):
         parameters = self.model_dump(mode="json", exclude_none=True)
diff --git a/src/novelai_python/sdk/ai/generate_image/schema.py b/src/novelai_python/sdk/ai/generate_image/schema.py
index db8a7d6..e302343 100644
--- a/src/novelai_python/sdk/ai/generate_image/schema.py
+++ b/src/novelai_python/sdk/ai/generate_image/schema.py
@@ -77,7 +77,7 @@ class CharCaption(BaseModel):
 class Caption(BaseModel):
     base_caption: str = Field("", description="Main Prompt")
     """Main Prompt"""
-    char_captions: List[CharCaption] = Field([], description="Character Captions")
+    char_captions: List[CharCaption] = Field(default_factory=list, description="Character Captions")
     """Character Captions"""
 
 
diff --git a/src/novelai_python/tokenizer/clip_simple_tokenizer.py b/src/novelai_python/tokenizer/clip_simple_tokenizer.py
index 41197d2..0942ff5 100644
--- a/src/novelai_python/tokenizer/clip_simple_tokenizer.py
+++ b/src/novelai_python/tokenizer/clip_simple_tokenizer.py
@@ -105,11 +105,12 @@ def bpe(self, token):
             new_word = []
             i = 0
             while i < len(word):
+                # noinspection PyBroadException
                 try:
                     j = word.index(first, i)
                     new_word.extend(word[i:j])
                     i = j
-                except:
+                except Exception:
                     new_word.extend(word[i:])
                     break
 
@@ -151,4 +152,4 @@ def get_vocab(self):
 
 if __name__ == '__main__':
     tokenizer = SimpleTokenizer()
-    print(len(tokenizer.get_vocab()))
\ No newline at end of file
+    print(len(tokenizer.get_vocab()))