diff --git a/.azure-pipelines/ut-basic-no-cover.yml b/.azure-pipelines/ut-basic-no-cover.yml
index 1bd4c3574d3..2f2e29e1148 100644
--- a/.azure-pipelines/ut-basic-no-cover.yml
+++ b/.azure-pipelines/ut-basic-no-cover.yml
@@ -32,6 +32,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
+        displayName: Test FWKs adaptor
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -43,10 +44,11 @@ stages:
               utContainerName: "utTest-no-coverage"
 
   - stage: API
-    displayName: User facing API
+    displayName: Unit Test User facing API
     dependsOn: []
     jobs:
       - job:
+        displayName: Test User facing API
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -62,7 +64,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
-        displayName: PyTorch Pruning
+        displayName: Test PyTorch Pruning
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -73,7 +75,7 @@ stages:
               utTestMode: "no-coverage"
               utContainerName: "utTest-no-coverage"
       - job:
-        displayName: TensorFlow Pruning
+        displayName: Test TensorFlow Pruning
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -89,6 +91,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
+        displayName: Test other basic case
         steps:
           - template: template/ut-template.yml
             parameters:
diff --git a/.azure-pipelines/ut-basic.yml b/.azure-pipelines/ut-basic.yml
index 64110e55fdc..3615a00cecb 100644
--- a/.azure-pipelines/ut-basic.yml
+++ b/.azure-pipelines/ut-basic.yml
@@ -32,6 +32,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
+        displayName: Test FWKs adaptor
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -41,10 +42,11 @@ stages:
               utArtifact: "ut-coverage-adaptor"
 
   - stage: API
-    displayName: User facing API
+    displayName: Unit Test User facing API
     dependsOn: []
     jobs:
       - job:
+        displayName: Test User facing API
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -58,7 +60,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
-        displayName: PyTorch Pruning
+        displayName: Test PyTorch Pruning
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -67,7 +69,7 @@ stages:
               uploadPath: $(UPLOAD_PATH)
               utArtifact: "ut-coverage-pt-pruning"
       - job:
-        displayName: TensorFlow Pruning
+        displayName: Test TensorFlow Pruning
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -77,10 +79,11 @@ stages:
               utArtifact: "ut-coverage-tf-pruning"
 
   - stage: TFNewAPI
-    displayName: Unit Test tf newAPI
+    displayName: Unit Test TF newAPI
     dependsOn: []
     jobs:
       - job:
+        displayName: Test TF newAPI
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -94,6 +97,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
+        displayName: Test ITEX
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -107,6 +111,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
+        displayName: Test other basic case
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -120,6 +125,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
+        displayName: Test FWKs adaptor baseline
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -130,10 +136,11 @@ stages:
               repo: $(REPO)
 
   - stage: API_base
-    displayName: User facing API baseline
+    displayName: Unit Test User facing API baseline
     dependsOn: []
     jobs:
       - job:
+        displayName: Test User facing API baseline
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -148,7 +155,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
-        displayName: PyTorch Pruning baseline
+        displayName: Test PyTorch Pruning baseline
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -158,7 +165,7 @@ stages:
               utArtifact: "ut-coverage-pt-pruning-base"
               repo: $(REPO)
       - job:
-        displayName: TensorFlow Pruning baseline
+        displayName: Test TensorFlow Pruning baseline
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -169,10 +176,11 @@ stages:
               repo: $(REPO)
 
   - stage: TFNewAPI_base
-    displayName: Unit Test tf newAPI baseline
+    displayName: Unit Test TF newAPI baseline
     dependsOn: []
     jobs:
       - job:
+        displayName: Test TF newAPI baseline
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -187,6 +195,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
+        displayName: Test ITEX baseline
         steps:
           - template: template/ut-template.yml
             parameters:
@@ -201,6 +210,7 @@ stages:
     dependsOn: []
     jobs:
       - job:
+        displayName: Test other cases baseline
         steps:
           - template: template/ut-template.yml
             parameters:
diff --git a/examples/tensorflow/nlp/distilbert_base/quantization/ptq/requirements.txt b/examples/tensorflow/nlp/distilbert_base/quantization/ptq/requirements.txt
index 2a3842c85d2..e60cdb323dd 100644
--- a/examples/tensorflow/nlp/distilbert_base/quantization/ptq/requirements.txt
+++ b/examples/tensorflow/nlp/distilbert_base/quantization/ptq/requirements.txt
@@ -3,5 +3,5 @@ scikit-learn>=1.1.2
 scipy>=1.9.3
 sklearn==0.0
 tokenizers==0.13.1
-transformers==4.23.1
+transformers>=4.31.0
 intel-tensorflow>=2.12.0
diff --git a/neural_compressor/benchmark.py b/neural_compressor/benchmark.py
index fdc136d5172..d370519278e 100644
--- a/neural_compressor/benchmark.py
+++ b/neural_compressor/benchmark.py
@@ -475,7 +475,7 @@ def benchmark_with_raw_cmd(raw_cmd, conf=None):
         if conf.backend == "ipex":
             import intel_extension_for_pytorch
         assert sys.platform in ["linux", "win32"], "only support platform windows and linux..."
-        # disable multi-instance for running bechmark on GPU device
+        # disable multi-instance for running benchmark on GPU device
         set_all_env_var(conf)
 
     config_instance(raw_cmd)