diff --git a/requirements.txt b/requirements.txt
index 590267fba..d2b85522d 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,13 +1,13 @@
 numpy==1.24.2
 datasets==2.14.6
-tokenizers==0.13.3
+tokenizers>=0.13.3
 peft==0.4.0
 torch>=2.0.1
 wandb==0.14.0
 deepspeed==0.10.0
 trl==0.5.0
 sentencepiece
-transformers>=4.31.0,<4.35.0
+transformers>=4.38.0
 flask
 flask_cors
 icetk
diff --git a/src/lmflow/pipeline/auto_pipeline.py b/src/lmflow/pipeline/auto_pipeline.py
index 0a1c3fcdb..524338e8d 100644
--- a/src/lmflow/pipeline/auto_pipeline.py
+++ b/src/lmflow/pipeline/auto_pipeline.py
@@ -2,20 +2,32 @@
 # coding=utf-8
 """Return a pipeline automatically based on its name.
 """
+import pkg_resources
+
+def is_package_version_at_least(package_name, min_version):
+    try:
+        package_version = pkg_resources.get_distribution(package_name).version
+        if (pkg_resources.parse_version(package_version)
+                < pkg_resources.parse_version(min_version)):
+            return False
+    except pkg_resources.DistributionNotFound:
+        return False
+    return True
 
 from lmflow.pipeline.evaluator import Evaluator
 from lmflow.pipeline.finetuner import Finetuner
 from lmflow.pipeline.inferencer import Inferencer
-from lmflow.pipeline.raft_aligner import RaftAligner
-
 
 PIPELINE_MAPPING = {
     "evaluator": Evaluator,
     "finetuner": Finetuner,
     "inferencer": Inferencer,
-    "raft_aligner": RaftAligner,
 }
 
+if not is_package_version_at_least('transformers', '4.35.0'):
+    from lmflow.pipeline.raft_aligner import RaftAligner
+    PIPELINE_MAPPING['raft_aligner'] = RaftAligner
+
 
 class AutoPipeline:
     """