diff --git a/expo/experimenter/aug.py b/expo/experimenter/aug.py
index e57d024bd..ffe0d04c5 100644
--- a/expo/experimenter/aug.py
+++ b/expo/experimenter/aug.py
@@ -24,9 +24,11 @@ class AugExperimenter(Experimenter):
             exps = InstructionGenerator._random_sample(exp_pool, self.args.num_experiments)
             exps = [exp["Analysis"] for exp in exps]
         elif self.args.aug_mode == "set":
-            exp_set = InstructionGenerator.sample_instruction_set(exp_pool)
-            exp_set_text = "\n".join([f"{exp['task_id']}: {exp['Analysis']}" for exp in exp_set])
-            exps = [exp_set_text] * self.args.num_experiments
+            exps = []
+            for i in range(self.args.num_experiments):
+                exp_set = InstructionGenerator.sample_instruction_set(exp_pool)
+                exp_set_text = "\n".join([f"{exp['task_id']}: {exp['Analysis']}" for exp in exp_set])
+                exps.append(exp_set_text)
         else:
             raise ValueError(f"Invalid mode: {self.args.aug_mode}")