diff --git a/requirements/framework.txt b/requirements/framework.txt
index 17eac842ac..5f4ec2649d 100644
--- a/requirements/framework.txt
+++ b/requirements/framework.txt
@@ -4,12 +4,10 @@ aiohttp
 attrdict
 binpacking
 dacite
-datasets<3.0
 einops
 importlib_metadata
 jieba
 matplotlib
-modelscope[datasets]>=1.17,<1.19
 nltk
 numpy<2.0
 oss2
diff --git a/setup.py b/setup.py
index 01fd518ddb..3bb117b6be 100644
--- a/setup.py
+++ b/setup.py
@@ -3,6 +3,9 @@
 import os
 import shutil
 from setuptools import find_packages, setup
+from typing import List
+
+from packaging import version
 
 
 def readme():
@@ -115,8 +118,25 @@ def gen_packages_items():
     return gen_packages_items()
 
 
+def add_modelscope_requirement(install_requires: List[str]) -> None:
+    # The future version will remove.
+    try:
+        import modelscope
+        modelscope_version = modelscope.__version__
+    except ImportError:
+        modelscope_version = '1.18'
+
+    if version.parse(modelscope_version) >= version.parse('1.19'):
+        install_requires.append('datasets>=3.0')
+        install_requires.append('modelscope[datasets]>=1.19')
+    else:
+        install_requires.append('datasets<3.0')
+        install_requires.append('modelscope[datasets]>=1.17,<1.19')
+
+
 if __name__ == '__main__':
     install_requires, deps_link = parse_requirements('requirements.txt')
+    add_modelscope_requirement(install_requires)
     extra_requires = {}
     all_requires = []
     extra_requires['llm'], _ = parse_requirements('requirements/llm.txt')