diff --git a/scripts/get_next_logprobs.py b/scripts/get_next_logprobs.py
index 1ba0365c..5cf0d26e 100755
--- a/scripts/get_next_logprobs.py
+++ b/scripts/get_next_logprobs.py
@@ -16,7 +16,7 @@
 
 def main(
     in_model_repo_id: str,
-    revisions: Iterable[str],
+    branches: Iterable[str],
     in_dataset_repo_id: str,
     split: str,
     feature: str,
@@ -31,11 +31,9 @@ def main(
         in_dataset_repo_id, split, feature
     )
     in_dataset_split.set_format("torch")
-    for revision in revisions:
-        print(f"Loading model={in_model_repo_id}, {revision=}")
-        model = AutoModelForCausalLM.from_pretrained(
-            in_model_repo_id, revision=revision
-        )
+    for branch in branches:
+        print(f"Loading model='{in_model_repo_id}', {branch=}")
+        model = AutoModelForCausalLM.from_pretrained(in_model_repo_id, revision=branch)
         logprobs_dataset = get_logprobs_single_model(
             model=model,
             dataset=in_dataset_split,
@@ -45,7 +43,7 @@ def main(
         logprobs_dataset.push_to_hub(
             repo_id=out_repo_id,
             split=utils.hf_split_to_split_name(split),
-            revision=revision,
+            revision=branch,
         )
 
 
@@ -80,9 +78,8 @@ def get_logprobs_single_model(
         help="The model",
     )
     parser.add_argument(
-        "--revisions",
-        "-r",
-        help="comma separated revisions of the model to use or 'ALL_BRANCHES' to use all branches",
+        "--branches",
+        help="comma separated branches of the model to use or 'ALL' to use all branches",
         type=str,
         default="main",
         required=False,
@@ -133,15 +130,15 @@ def get_logprobs_single_model(
     # )
     args = parser.parse_args()
 
-    revisions = (
-        args.revisions.split(",")
-        if args.revisions != "ALL_BRANCHES"
+    branches = (
+        args.branches.split(",")
+        if args.branches != "ALL"
         else utils.get_all_hf_branch_names(args.in_model_repo_id)
     )
 
     main(
         in_model_repo_id=args.in_model_repo_id,
-        revisions=revisions,
+        branches=branches,
         in_dataset_repo_id=args.in_dataset_repo_id,
         split=args.split,
         feature=args.feature,