[Multi Modal] Configurable MM Profiling (#25631)

Signed-off-by: wwl2755 <wangwenlong2755@gmail.com>
Signed-off-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>
Co-authored-by: Harry Mellor <19981378+hmellor@users.noreply.github.com>

vllm/model_executor/models/qwen3_vl.py

@@ -47,6 +47,7 @@ from vllm.attention.backends.registry import _Backend
 from vllm.attention.layer import check_upstream_fa_availability
 from vllm.compilation.decorators import support_torch_compile
 from vllm.config import VllmConfig
+from vllm.config.multimodal import BaseDummyOptions
 from vllm.distributed import get_pp_group
 from vllm.logger import init_logger
 from vllm.model_executor.layers.activation import _ACTIVATION_REGISTRY
@@ -736,6 +737,7 @@ class Qwen3VLDummyInputsBuilder(BaseDummyInputsBuilder[Qwen3VLProcessingInfo]):
         self,
         seq_len: int,
         mm_counts: Mapping[str, int],
+        mm_options: Optional[Mapping[str, BaseDummyOptions]] = None,
     ) -> MultiModalDataDict:
         num_images = mm_counts.get("image", 0)
         num_videos = mm_counts.get("video", 0)
@@ -750,17 +752,23 @@ class Qwen3VLDummyInputsBuilder(BaseDummyInputsBuilder[Qwen3VLProcessingInfo]):
             num_frames=target_num_frames,
             image_processor=self.info.get_video_processor(),
         )
+
+        image_overrides = mm_options.get("image") if mm_options else None
+        video_overrides = mm_options.get("video") if mm_options else None
+
         return {
             "image":
             self._get_dummy_images(width=target_width,
                                    height=target_height,
-                                   num_images=num_images),
+                                   num_images=num_images,
+                                   overrides=image_overrides),
             "video":
             self._get_dummy_videos(
                 width=target_video_size.width,
                 height=target_video_size.height,
                 num_frames=target_num_frames,
                 num_videos=num_videos,
+                overrides=video_overrides,
             ),
         }