diff --git a/modelscope/models/nlp/__init__.py b/modelscope/models/nlp/__init__.py
index 5f8b88f9..3d4f8c7d 100644
--- a/modelscope/models/nlp/__init__.py
+++ b/modelscope/models/nlp/__init__.py
@@ -109,7 +109,8 @@ else:
         'sentence_embedding': ['SentenceEmbedding'],
         'T5': ['T5ForConditionalGeneration'],
         'mglm': ['MGLMForTextSummarization'],
-        'codegeex': ['CodeGeeXForCodeTranslation', 'CodeGeeXForCodeGeneration'],
+        'codegeex':
+        ['CodeGeeXForCodeTranslation', 'CodeGeeXForCodeGeneration'],
         'gpt_neo': ['GPTNeoModel'],
         'bloom': ['BloomModel'],
     }
diff --git a/modelscope/models/nlp/codegeex/codegeex_for_code_generation.py b/modelscope/models/nlp/codegeex/codegeex_for_code_generation.py
index dbe6d4a4..ff191cba 100755
--- a/modelscope/models/nlp/codegeex/codegeex_for_code_generation.py
+++ b/modelscope/models/nlp/codegeex/codegeex_for_code_generation.py
@@ -65,7 +65,7 @@ class CodeGeeXForCodeGeneration(TorchModel):
         bad_ids = None
         lang = input['language']
         prompt = input['prompt']
-        prompt = f"# language: {lang}\n{prompt}"
+        prompt = f'# language: {lang}\n{prompt}'
         logger = get_logger()
         tokenizer = self.tokenizer
         model = self.model
@@ -83,8 +83,7 @@ class CodeGeeXForCodeGeneration(TorchModel):
                 topk=1,
                 topp=0.9,
                 temperature=0.9,
-                greedy=True
-            )
+                greedy=True)
             is_finished = [False for _ in range(micro_batch_size)]
             for i, generated in enumerate(token_stream):
                 generated_tokens = generated[0]
diff --git a/modelscope/pipelines/nlp/codegeex_code_generation_pipeline.py b/modelscope/pipelines/nlp/codegeex_code_generation_pipeline.py
index 2eaebca3..f23461b1 100755
--- a/modelscope/pipelines/nlp/codegeex_code_generation_pipeline.py
+++ b/modelscope/pipelines/nlp/codegeex_code_generation_pipeline.py
@@ -21,7 +21,7 @@ class CodeGeeXCodeGenerationPipeline(Pipeline):
                  *args,
                  **kwargs):
         model = CodeGeeXForCodeGeneration(model) if isinstance(model,
-                                                                str) else model
+                                                               str) else model
         self.model = model
         self.model.eval()
         self.model.half()
@@ -38,8 +38,15 @@ class CodeGeeXCodeGenerationPipeline(Pipeline):
         for para in ['prompt', 'language']:
             if para not in inputs:
                 raise Exception('Please check your input format.')
-        if inputs['language'] not in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]: # noqa
-            raise Exception('Make sure the language is in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]') # noqa
+        if inputs['language'] not in [
+                'C++', 'C', 'C#', 'Cuda', 'Objective-C', 'Objective-C++',
+                'Python', 'Java', 'Scala', 'TeX', 'HTML', 'PHP', 'JavaScript',
+                'TypeScript', 'Go', 'Shell', 'Rust', 'CSS', 'SQL', 'Kotlin',
+                'Pascal', 'R', 'Fortran', 'Lean'
+        ]:  # noqa
+            raise Exception(
+                'Make sure the language is in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]'  # noqa
+            )  # noqa
 
         return self.model(inputs)
 
diff --git a/modelscope/pipelines/nlp/codegeex_code_translation_pipeline.py b/modelscope/pipelines/nlp/codegeex_code_translation_pipeline.py
index 61be5620..8bd5a6da 100755
--- a/modelscope/pipelines/nlp/codegeex_code_translation_pipeline.py
+++ b/modelscope/pipelines/nlp/codegeex_code_translation_pipeline.py
@@ -38,11 +38,25 @@ class CodeGeeXCodeTranslationPipeline(Pipeline):
         for para in ['prompt', 'source language', 'target language']:
             if para not in inputs:
                 raise Exception('please check your input format.')
-        if inputs['source language'] not in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]: # noqa
-            raise Exception('Make sure the source language is in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]') # noqa
+        if inputs['source language'] not in [
+                'C++', 'C', 'C#', 'Cuda', 'Objective-C', 'Objective-C++',
+                'Python', 'Java', 'Scala', 'TeX', 'HTML', 'PHP', 'JavaScript',
+                'TypeScript', 'Go', 'Shell', 'Rust', 'CSS', 'SQL', 'Kotlin',
+                'Pascal', 'R', 'Fortran', 'Lean'
+        ]:
+            raise Exception(
+                'Make sure the source language is in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]'  # noqa
+            )  # noqa
 
-        if inputs['target language'] not in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]: # noqa
-            raise Exception('Make sure the target language is in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]') # noqa
+        if inputs['target language'] not in [
+                'C++', 'C', 'C#', 'Cuda', 'Objective-C', 'Objective-C++',
+                'Python', 'Java', 'Scala', 'TeX', 'HTML', 'PHP', 'JavaScript',
+                'TypeScript', 'Go', 'Shell', 'Rust', 'CSS', 'SQL', 'Kotlin',
+                'Pascal', 'R', 'Fortran', 'Lean'
+        ]:
+            raise Exception(
+                'Make sure the target language is in ["C++","C","C#","Cuda","Objective-C","Objective-C++","Python","Java","Scala","TeX","HTML","PHP","JavaScript","TypeScript","Go","Shell","Rust","CSS","SQL","Kotlin","Pascal","R","Fortran","Lean"]'  # noqa
+            )  # noqa
 
         return self.model(inputs)