diff --git a/assets/ar/demographic_attributes/gender/ArabGend_JAIS13b_ZeroShot.py b/assets/ar/demographic_attributes/gender/ArabGend_JAIS13b_ZeroShot.py
index b6a902f7..30e92e1d 100644
--- a/assets/ar/demographic_attributes/gender/ArabGend_JAIS13b_ZeroShot.py
+++ b/assets/ar/demographic_attributes/gender/ArabGend_JAIS13b_ZeroShot.py
@@ -6,9 +6,8 @@
 def metadata():
     return {
         "author": "Arabic Language Technologies, QCRI, HBKU",
-        "model": "JAIS-13b",
-        "description": "Locally hosted JAIS-13b-chat model using FastChat.",
-        "scores": {"Macro-F1": ""},
+        "model": "Jais-13b-chat",
+        "description": "Locally hosted Jais-13b-chat model using FastChat.",
     }
 
 
@@ -40,8 +39,8 @@ def prompt(input_sample):
 
 def post_process(response):
     label = response["choices"][0]["message"]["content"]
-    if label.lower() == 'male':
-        return 'm'
+    if label.lower() == "male":
+        return "m"
     elif "female" in label.lower():
         return "f"
     else:
diff --git a/assets/ar/demographic_attributes/gender/ArapTweet_JAIS13b_ZeroShot.py b/assets/ar/demographic_attributes/gender/ArapTweet_JAIS13b_ZeroShot.py
index 3c56fc81..10241a89 100644
--- a/assets/ar/demographic_attributes/gender/ArapTweet_JAIS13b_ZeroShot.py
+++ b/assets/ar/demographic_attributes/gender/ArapTweet_JAIS13b_ZeroShot.py
@@ -6,9 +6,8 @@
 def metadata():
     return {
         "author": "Arabic Language Technologies, QCRI, HBKU",
-        "model": "JAIS-13b",
-        "description": "Locally hosted JAIS-13b-chat model using FastChat.",
-        "scores": {"Macro-F1": ""},
+        "model": "Jais-13b-chat",
+        "description": "Locally hosted Jais-13b-chat model using FastChat.",
     }
 
 
diff --git a/assets/ar/demographic_attributes/location/Location_JAIS13b_ZeroShot.py b/assets/ar/demographic_attributes/location/Location_JAIS13b_ZeroShot.py
index e558f5aa..915cb63d 100644
--- a/assets/ar/demographic_attributes/location/Location_JAIS13b_ZeroShot.py
+++ b/assets/ar/demographic_attributes/location/Location_JAIS13b_ZeroShot.py
@@ -6,9 +6,8 @@
 def metadata():
     return {
         "author": "Arabic Language Technologies, QCRI, HBKU",
-        "model": "JAIS-13b",
-        "description": "Locally hosted JAIS-13b-chat model using FastChat.",
-        "scores": {"Macro-F1": ""},
+        "model": "Jais-13b-chat",
+        "description": "Locally hosted Jais-13b-chat model using FastChat.",
     }
 
 
@@ -71,8 +70,8 @@ def post_process(response):
 
     if "country code: " in label:
         label_fixed = label.replace("country code: ", "")
-    elif label.lower() == 'uae':
-        label_fixed = 'ae'
+    elif label.lower() == "uae":
+        label_fixed = "ae"
     elif label in label_list:
         label_fixed = label
     else:
diff --git a/assets/ar/demographic_attributes/name_info/NameInfo_JAIS13b_ZeroShot.py b/assets/ar/demographic_attributes/name_info/NameInfo_JAIS13b_ZeroShot.py
index 1640829e..1aafdab4 100644
--- a/assets/ar/demographic_attributes/name_info/NameInfo_JAIS13b_ZeroShot.py
+++ b/assets/ar/demographic_attributes/name_info/NameInfo_JAIS13b_ZeroShot.py
@@ -6,9 +6,8 @@
 def metadata():
     return {
         "author": "Arabic Language Technologies, QCRI, HBKU",
-        "model": "JAIS-13b",
-        "description": "Locally hosted JAIS-13b-chat model using FastChat.",
-        "scores": {"Macro-F1": ""},
+        "model": "Jais-13b-chat",
+        "description": "Locally hosted Jais-13b-chat model using FastChat.",
     }
 
 
@@ -146,8 +145,8 @@ def post_process(response):
 
     if "name: " in label:
         label_fixed = label.replace("name: ", "").lower()
-    elif label.lower() == 'uae':
-        label_fixed = 'ae'
+    elif label.lower() == "uae":
+        label_fixed = "ae"
     elif label.lower() in label_list:
         label_fixed = label.lower()
     elif (