diff --git a/dataset-index.yml b/dataset-index.yml
index 84cac7b4..ed30c49f 100644
--- a/dataset-index.yml
+++ b/dataset-index.yml
@@ -237,7 +237,7 @@
 - bbeh:
     name: BIG-Bench Extra Hard
     category: Reasoning
-    paper:https://arxiv.org/abs/2502.19187
+    paper: https://arxiv.org/abs/2502.19187
     configpath: opencompass/configs/datasets/bbeh
 - bbeh:
     name: BIG-Bench Extra Hard
diff --git a/hf_settings.py b/hf_settings.py
deleted file mode 100644
index c03490ba..00000000
--- a/hf_settings.py
+++ /dev/null
@@ -1,23 +0,0 @@
-import os
-import huggingface_hub.constants as hf_constants
-from huggingface_hub import set_cache_dir
-from datasets import get_dataset_config_names  # Optional, if you need dataset-related functionality
-
-# Set a new cache directory
-new_cache_dir = "/fs-computility/llm/shared/llmeval/models/opencompass_hf_hub"  # Replace with your desired path
-set_cache_dir(new_cache_dir)
-
-# Alternatively, you can set the environment variable
-# os.environ["HF_HOME"] = new_cache_dir
-
-# Root cache path for Hugging Face
-root_cache_dir = hf_constants.HF_HOME
-print(f"Root HF cache path: {root_cache_dir}")
-
-# Dataset cache path (typically under HF_HOME/datasets)
-dataset_cache_dir = f"{root_cache_dir}/datasets"
-print(f"Dataset cache path: {dataset_cache_dir}")
-
-# Model cache path (typically under HF_HOME/hub)
-model_cache_dir = f"{root_cache_dir}/hub"
-print(f"Model cache path: {model_cache_dir}")
\ No newline at end of file
diff --git a/opencompass/datasets/__init__.py b/opencompass/datasets/__init__.py
index 9e51d7cd..76ae3af6 100644
--- a/opencompass/datasets/__init__.py
+++ b/opencompass/datasets/__init__.py
@@ -12,6 +12,7 @@ from .babilong import *  # noqa: F401, F403
 from .bbeh import *  # noqa: F401, F403
 from .bbh import *  # noqa: F401, F403
 from .bbeh import *  # noqa: F401, F403
+from .bbh import *  # noqa: F401, F403
 from .bigcodebench import *  # noqa: F401, F403
 from .boolq import *  # noqa: F401, F403
 from .bustum import *  # noqa: F401, F403