update server app

Author: Yunnglin

README.md

@@ -213,7 +213,7 @@ from twinkle import init_tinker_client
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 base_model = 'ms://Qwen/Qwen3-30B-A3B-Instruct-2507'
 base_url='your-base-url'

README_ZH.md

@@ -193,7 +193,7 @@ from twinkle import init_tinker_client
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 base_model = 'ms://Qwen/Qwen3-30B-A3B-Instruct-2507'
 base_url='your-base-url'

cookbook/client/tinker/modelscope/self_cognition.py

@@ -15,7 +15,7 @@
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 # Initialize the Tinker client before importing ServiceClient
 init_tinker_client()

cookbook/client/tinker/self_host/self_cognition.py

@@ -16,7 +16,7 @@
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 # Initialize the Tinker client before importing ServiceClient
 init_tinker_client()

docs/source_en/Usage Guide/Introduction-with-Qwen3.5.md

@@ -458,7 +458,7 @@ from twinkle import init_tinker_client
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 # Initialize Tinker client (must be called before importing ServiceClient)
 init_tinker_client()

docs/source_en/Usage Guide/Quick-Start.md

@@ -679,7 +679,7 @@ from tinker import ServiceClient
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 # The base model to fine-tune / evaluate
 base_model = 'ms://Qwen/Qwen3.5-4B'

docs/source_en/Usage Guide/Server and Client/Tinker-Compatible-Client.md

@@ -143,7 +143,7 @@ from twinkle import init_tinker_client
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 # Initialize Tinker client before importing ServiceClient
 init_tinker_client()

docs/source_en/Usage Guide/Train-as-a-Service.md

@@ -28,7 +28,7 @@ from twinkle_client import init_tinker_client
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 base_model = 'ms://Qwen/Qwen3-30B-A3B-Instruct-2507'
 base_url='http://www.modelscope.cn/twinkle'

docs/source_zh/使用指引/Qwen3.5最佳实践.md

@@ -458,7 +458,7 @@ from twinkle import init_tinker_client
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 # 初始化 Tinker 客户端（必须在导入 ServiceClient 之前）
 init_tinker_client()

docs/source_zh/使用指引/快速开始.md

@@ -681,7 +681,7 @@ from tinker import ServiceClient
 from twinkle.dataloader import DataLoader
 from twinkle.dataset import Dataset, DatasetMeta
 from twinkle.preprocessor import SelfCognitionProcessor
-from twinkle.server.tinker.common import input_feature_to_datum
+from twinkle.server.common import input_feature_to_datum
 
 # The base model to fine-tune / evaluate
 base_model = 'Qwen/Qwen3.5-4B'