Рефакторинг: единообразие оформления кода (пробелы, кавычки, пустые строки), без изменения логики по всему проекту.

llm/tests/tokenizers/test_base_tokenizer.py

@@ -8,15 +8,15 @@ from llm.tokenizers import BaseTokenizer
 
 class ConcreteTokenizer(BaseTokenizer):
     """Concrete implementation for testing BaseTokenizer."""
-    
+
     def train(self, texts: list, vocab_size: int = 1000, **kwargs):
         """Dummy implementation for testing."""
         pass
-    
+
     def encode(self, text: str, **kwargs) -> list:
         """Dummy implementation for testing."""
         return [1, 2, 3]
-    
+
     def decode(self, tokens: list, **kwargs) -> str:
         """Dummy implementation for testing."""
         return "decoded text"
@@ -24,33 +24,33 @@ class ConcreteTokenizer(BaseTokenizer):
 
 class TestBaseTokenizer:
     """Test cases for BaseTokenizer."""
-    
+
     def test_initialization(self):
         """Test that BaseTokenizer can be initialized through concrete class."""
         tokenizer = ConcreteTokenizer()
         assert tokenizer is not None
         assert tokenizer.vocab == {}
         assert tokenizer.vocab_size == 0
-    
+
     def test_encode_implemented(self):
         """Test that encode method works in concrete implementation."""
         tokenizer = ConcreteTokenizer()
         result = tokenizer.encode("test text")
         assert result == [1, 2, 3]
-    
+
     def test_decode_implemented(self):
         """Test that decode method works in concrete implementation."""
         tokenizer = ConcreteTokenizer()
         result = tokenizer.decode([1, 2, 3])
         assert result == "decoded text"
-    
+
     def test_get_vocab_size(self):
         """Test that get_vocab_size method works."""
         tokenizer = ConcreteTokenizer()
         tokenizer.vocab = {"a": 0, "b": 1, "c": 2}
         tokenizer.vocab_size = 3
         assert tokenizer.get_vocab_size() == 3
-    
+
     def test_get_vocab(self):
         """Test that get_vocab method works."""
         tokenizer = ConcreteTokenizer()