diff --git a/tests/generation/test_utils.py b/tests/generation/test_utils.py
index 69c1e0f6674c..f285ce2818bf 100644
--- a/tests/generation/test_utils.py
+++ b/tests/generation/test_utils.py
@@ -779,6 +779,7 @@ def test_prompt_lookup_decoding_matches_greedy_search(self):
                     "blip2",  # overridden `generate()` for all BLIP models
                     "instructblip",
                     "instructblipvideo",
+                    # TODO: The list is growing huge 🙃! Let's try to check if the config has any of audio/image/video token id and skip the test!
                     # All models below: shouldn't suggest image tokens. Can be fixed by passing `suppress_ids` to candidate generator: @joaa @raushan
                     "llava",
                     "idefics2",
@@ -796,6 +797,8 @@ def test_prompt_lookup_decoding_matches_greedy_search(self):
                     "chameleon",
                     "internvl",
                     "qwen2_5omni",  # the file is named `qwen2_5_omni`, but the model class is `Qwen2_5Omni`,
+                    # All models below: shouldn't suggest audio tokens. Can be fixed by passing `suppress_ids` to candidate generator: @joaa @raushan
+                    "voxtral",
                 ]
             ):
                 self.skipTest(reason="May fix in the future: need model-specific fixes")