diff --git a/python/sglang/srt/layers/logits_processor.py b/python/sglang/srt/layers/logits_processor.py
index 60091b9a4..70c823992 100644
--- a/python/sglang/srt/layers/logits_processor.py
+++ b/python/sglang/srt/layers/logits_processor.py
@@ -47,18 +47,6 @@ from sglang.srt.utils import dump_to_file
 logger = logging.getLogger(__name__)
 
 
-from sglang.srt.layers.vocab_parallel_embedding import VocabParallelEmbedding
-from sglang.srt.managers.schedule_batch import global_server_args_dict
-from sglang.srt.model_executor.forward_batch_info import (
-    CaptureHiddenMode,
-    ForwardBatch,
-    ForwardMode,
-)
-from sglang.srt.utils import dump_to_file
-
-logger = logging.getLogger(__name__)
-
-
 @dataclasses.dataclass
 class LogitsProcessorOutput:
     ## Part 1: This part will be assigned in python/sglang/srt/layers/logits_processor.py::LogitsProcessor