diff --git a/litellm/utils.py b/litellm/utils.py
index 9b8d11cfd5d..8217a1860ad 100644
--- a/litellm/utils.py
+++ b/litellm/utils.py
@@ -523,9 +523,9 @@ def function_setup(  # noqa: PLR0915
         function_id: Optional[str] = kwargs["id"] if "id" in kwargs else None
 
         ## DYNAMIC CALLBACKS ##
-        dynamic_callbacks: Optional[List[Union[str, Callable, CustomLogger]]] = (
-            kwargs.pop("callbacks", None)
-        )
+        dynamic_callbacks: Optional[
+            List[Union[str, Callable, CustomLogger]]
+        ] = kwargs.pop("callbacks", None)
         all_callbacks = get_dynamic_callbacks(dynamic_callbacks=dynamic_callbacks)
 
         if len(all_callbacks) > 0:
@@ -1209,9 +1209,9 @@ def client(original_function):  # noqa: PLR0915
                         exception=e,
                         retry_policy=kwargs.get("retry_policy"),
                     )
-                    kwargs["retry_policy"] = (
-                        reset_retry_policy()
-                    )  # prevent infinite loops
+                    kwargs[
+                        "retry_policy"
+                    ] = reset_retry_policy()  # prevent infinite loops
                 litellm.num_retries = (
                     None  # set retries to None to prevent infinite loops
                 )
@@ -2754,16 +2754,16 @@ def get_optional_params(  # noqa: PLR0915
                     True  # so that main.py adds the function call to the prompt
                 )
                 if "tools" in non_default_params:
-                    optional_params["functions_unsupported_model"] = (
-                        non_default_params.pop("tools")
-                    )
+                    optional_params[
+                        "functions_unsupported_model"
+                    ] = non_default_params.pop("tools")
                     non_default_params.pop(
                         "tool_choice", None
                     )  # causes ollama requests to hang
                 elif "functions" in non_default_params:
-                    optional_params["functions_unsupported_model"] = (
-                        non_default_params.pop("functions")
-                    )
+                    optional_params[
+                        "functions_unsupported_model"
+                    ] = non_default_params.pop("functions")
             elif (
                 litellm.add_function_to_prompt
             ):  # if user opts to add it to prompt instead
@@ -2786,10 +2786,10 @@ def get_optional_params(  # noqa: PLR0915
 
     if "response_format" in non_default_params:
         if provider_config is not None:
-            non_default_params["response_format"] = (
-                provider_config.get_json_schema_from_pydantic_object(
-                    response_format=non_default_params["response_format"]
-                )
+            non_default_params[
+                "response_format"
+            ] = provider_config.get_json_schema_from_pydantic_object(
+                response_format=non_default_params["response_format"]
             )
         else:
             non_default_params["response_format"] = type_to_response_format_param(
@@ -3805,9 +3805,9 @@ def _count_characters(text: str) -> int:
 
 
 def get_response_string(response_obj: Union[ModelResponse, ModelResponseStream]) -> str:
-    _choices: Union[List[Union[Choices, StreamingChoices]], List[StreamingChoices]] = (
-        response_obj.choices
-    )
+    _choices: Union[
+        List[Union[Choices, StreamingChoices]], List[StreamingChoices]
+    ] = response_obj.choices
 
     response_str = ""
     for choice in _choices:
@@ -4127,6 +4127,18 @@ def get_provider_info(
     return model_info
 
 
+def _is_potential_model_name_in_model_cost(
+    potential_model_names: PotentialModelNamesAndCustomLLMProvider,
+) -> bool:
+    """
+    Check if the potential model name is in the model cost.
+    """
+    return any(
+        potential_model_name in litellm.model_cost
+        for potential_model_name in potential_model_names.values()
+    )
+
+
 def _get_model_info_helper(  # noqa: PLR0915
     model: str, custom_llm_provider: Optional[str] = None
 ) -> ModelInfoBase:
@@ -4182,7 +4194,9 @@ def _get_model_info_helper(  # noqa: PLR0915
                 supports_prompt_caching=None,
                 supports_pdf_input=None,
             )
-        elif custom_llm_provider == "ollama" or custom_llm_provider == "ollama_chat":
+        elif (
+            custom_llm_provider == "ollama" or custom_llm_provider == "ollama_chat"
+        ) and not _is_potential_model_name_in_model_cost(potential_model_names):
             return litellm.OllamaConfig().get_model_info(model)
         else:
             """