[Refactor] Move MM data parsing outside processor (#33408)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
2026-02-01 00:46:14 +08:00
parent 92924b2ddd
commit 88c3e114d8
43 changed files with 228 additions and 139 deletions
--- a/tests/models/multimodal/processing/test_phi4mm.py
+++ b/tests/models/multimodal/processing/test_phi4mm.py
@@ -51,7 +51,11 @@ def test_processor_override(
    dummy_image = image_assets[0].pil_image.resize(dummy_image_size)
    mm_data = {"image": [dummy_image] * num_imgs}

-    processed_inputs = processor.apply(prompt, mm_data, hf_processor_mm_kwargs)
+    processed_inputs = processor.apply(
+        prompt,
+        mm_items=processor.info.parse_mm_data(mm_data),
+        hf_processor_mm_kwargs=hf_processor_mm_kwargs,
+    )

    # Ensure we have the right number of placeholders per num_crops size
    img_tok_count = processed_inputs["prompt_token_ids"].count(