[Refactor] Simplify dummy data generation (#35025)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>

tests/models/multimodal/processing/test_audioflamingo3.py

@@ -116,7 +116,7 @@ def test_dummy_data_generation(mock_ctx):
     builder = AudioFlamingo3DummyInputsBuilder(info)
 
     mm_counts = {"audio": 2}
-    dummy_data = builder.get_dummy_mm_data(100, mm_counts, None)
+    dummy_data = builder.get_dummy_mm_data(100, mm_counts, {})
 
     assert "audio" in dummy_data
     assert len(dummy_data["audio"]) == 2

tests/models/multimodal/processing/test_common.py

@@ -195,6 +195,7 @@ def get_text_token_prompts(
             inputs = dummy_inputs.get_dummy_processor_inputs(
                 model_config.max_model_len,
                 mm_counts,
+                mm_options={},
             )
             text_prompt = None
             token_prompt = (
@@ -224,6 +225,7 @@ def get_text_token_prompts(
         inputs = dummy_inputs.get_dummy_processor_inputs(
             model_config.max_model_len,
             mm_counts,
+            mm_options={},
         )
         assert isinstance(inputs.prompt, str)
 

tests/models/multimodal/processing/test_tensor_schema.py

@@ -97,6 +97,7 @@ def create_batched_mm_kwargs(
     processor_inputs = dummy_inputs.get_dummy_processor_inputs(
         seq_len=model_config.max_model_len,
         mm_counts=mm_counts,
+        mm_options={},
     )
     mm_items = processor_inputs.mm_items
     resized_mm_data = {