diff --git a/llama_stack/providers/adapters/datasetio/huggingface/benchmarks/__init__.py b/llama_stack/providers/adapters/datasetio/huggingface/benchmarks/__init__.py
index c608f6fff..30ab690a4 100644
--- a/llama_stack/providers/adapters/datasetio/huggingface/benchmarks/__init__.py
+++ b/llama_stack/providers/adapters/datasetio/huggingface/benchmarks/__init__.py
@@ -3,4 +3,4 @@
 #
 # This source code is licensed under the terms described in the LICENSE file in
 # the root directory of this source tree.
-from .llamastack_mmlu import llamastack_mmlu  # noqa: F401
+from .mmlu import mmlu  # noqa: F401
diff --git a/llama_stack/providers/adapters/datasetio/huggingface/benchmarks/llamastack_mmlu.py b/llama_stack/providers/adapters/datasetio/huggingface/benchmarks/mmlu.py
similarity index 67%
rename from llama_stack/providers/adapters/datasetio/huggingface/benchmarks/llamastack_mmlu.py
rename to llama_stack/providers/adapters/datasetio/huggingface/benchmarks/mmlu.py
index 36464c63f..dbd14df31 100644
--- a/llama_stack/providers/adapters/datasetio/huggingface/benchmarks/llamastack_mmlu.py
+++ b/llama_stack/providers/adapters/datasetio/huggingface/benchmarks/mmlu.py
@@ -8,19 +8,17 @@ from llama_models.llama3.api.datatypes import URL
 from llama_stack.apis.common.type_system import ChatCompletionInputType, StringType
 from llama_stack.apis.datasetio import DatasetDef
 
-llamastack_mmlu = DatasetDef(
-    identifier="llamastack_mmlu",
-    url=URL(
-        uri="https://huggingface.co/datasets/llamastack/Llama-3.2-1B-Instruct-evals"
-    ),
+mmlu = DatasetDef(
+    identifier="mmlu",
+    url=URL(uri="https://huggingface.co/datasets/llamastack/evals"),
     dataset_schema={
         "input_query": StringType(),
         "expected_answer": StringType(),
         "chat_completion_input": ChatCompletionInputType(),
     },
     metadata={
-        "path": "llamastack/Llama-3.2-1B-Instruct-evals",
-        "name": "Llama-3.2-1B-Instruct-evals__mmlu__details",
+        "path": "llamastack/evals",
+        "name": "evals__mmlu__details",
         "split": "train",
     },
 )
diff --git a/llama_stack/providers/adapters/datasetio/huggingface/huggingface.py b/llama_stack/providers/adapters/datasetio/huggingface/huggingface.py
index fadd54209..02a3be8fb 100644
--- a/llama_stack/providers/adapters/datasetio/huggingface/huggingface.py
+++ b/llama_stack/providers/adapters/datasetio/huggingface/huggingface.py
@@ -12,7 +12,7 @@ import datasets as hf_datasets
 from llama_stack.providers.datatypes import DatasetsProtocolPrivate
 from llama_stack.providers.utils.datasetio.url_utils import get_dataframe_from_url
 
-from .benchmarks import llamastack_mmlu
+from .benchmarks import mmlu
 
 from .config import HuggingfaceDatasetIOConfig
 
@@ -38,7 +38,7 @@ class HuggingfaceDatasetIOImpl(DatasetIO, DatasetsProtocolPrivate):
 
     async def initialize(self) -> None:
         # pre-registered benchmark datasets
-        pre_registered_datasets = [llamastack_mmlu]
+        pre_registered_datasets = [mmlu]
         self.dataset_infos = {x.identifier: x for x in pre_registered_datasets}
 
     async def shutdown(self) -> None: ...
diff --git a/llama_stack/providers/inline/meta_reference/eval/eval_task_defs/meta_reference_mmlu.py b/llama_stack/providers/inline/meta_reference/eval/eval_task_defs/meta_reference_mmlu.py
index 938055316..f8fc284a9 100644
--- a/llama_stack/providers/inline/meta_reference/eval/eval_task_defs/meta_reference_mmlu.py
+++ b/llama_stack/providers/inline/meta_reference/eval/eval_task_defs/meta_reference_mmlu.py
@@ -8,6 +8,6 @@ from llama_stack.apis.eval import EvalTaskDef
 
 meta_reference_mmlu = EvalTaskDef(
     identifier="meta-reference-mmlu",
-    dataset_id="llamastack_mmlu",
+    dataset_id="mmlu",
     scoring_functions=["meta-reference::regex_parser_multiple_choice_answer"],
 )