diff --git a/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py b/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py
index 2c5d930d58e..ce054b91cc9 100644
--- a/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py
+++ b/litellm/litellm_core_utils/llm_response_utils/convert_dict_to_response.py
@@ -1,6 +1,5 @@
 import asyncio
 import json
-import re
 import time
 import traceback
 import uuid
@@ -11,7 +10,6 @@ from litellm._logging import verbose_logger
 from litellm.constants import RESPONSE_FORMAT_TOOL_NAME
 from litellm.litellm_core_utils.prompt_templates.common_utils import (
     _extract_reasoning_content,
-    _parse_content_for_reasoning,
 )
 from litellm.types.llms.databricks import DatabricksTool
 from litellm.types.llms.openai import (
diff --git a/litellm/llms/base_llm/audio_transcription/transformation.py b/litellm/llms/base_llm/audio_transcription/transformation.py
index c20ee0f7375..3574996e48e 100644
--- a/litellm/llms/base_llm/audio_transcription/transformation.py
+++ b/litellm/llms/base_llm/audio_transcription/transformation.py
@@ -1,6 +1,6 @@
 from abc import ABC, abstractmethod
 from dataclasses import dataclass
-from typing import TYPE_CHECKING, Any, Dict, List, Optional, Union
+from typing import TYPE_CHECKING, Any, List, Optional, Union
 
 import httpx
 
diff --git a/litellm/llms/hosted_vllm/transcriptions/transformation.py b/litellm/llms/hosted_vllm/transcriptions/transformation.py
index 14ed278c974..5eeb892d846 100644
--- a/litellm/llms/hosted_vllm/transcriptions/transformation.py
+++ b/litellm/llms/hosted_vllm/transcriptions/transformation.py
@@ -2,31 +2,17 @@
 Transformation logic for Hosted VLLM rerank
 """
 
-import uuid
-from typing import Any, Dict, List, Optional, Union
+from typing import Optional, Union
 
 import httpx
 
-from litellm.litellm_core_utils.litellm_logging import Logging as LiteLLMLoggingObj
 from litellm.llms.base_llm.audio_transcription.transformation import (
     AudioTranscriptionRequestData,
 )
 from litellm.llms.base_llm.chat.transformation import BaseLLMException
-from litellm.llms.base_llm.rerank.transformation import BaseRerankConfig
 from litellm.llms.openai.transcriptions.whisper_transformation import (
     OpenAIWhisperAudioTranscriptionConfig,
 )
-from litellm.secret_managers.main import get_secret_str
-from litellm.types.rerank import (
-    OptionalRerankParams,
-    RerankBilledUnits,
-    RerankRequest,
-    RerankResponse,
-    RerankResponseDocument,
-    RerankResponseMeta,
-    RerankResponseResult,
-    RerankTokens,
-)
 from litellm.types.utils import FileTypes