[0/N] Rename MultiModalInputs to MultiModalKwargs (#10040)

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

vllm/model_executor/models/internvl.py

@@ -26,7 +26,7 @@ from vllm.model_executor.models.intern_vit import (InternVisionModel,
                                                    InternVisionPatchModel)
 from vllm.model_executor.sampling_metadata import SamplingMetadata
 from vllm.multimodal import MULTIMODAL_REGISTRY
-from vllm.multimodal.base import MultiModalInputs
+from vllm.multimodal.base import MultiModalKwargs
 from vllm.multimodal.utils import cached_get_tokenizer
 from vllm.sequence import IntermediateTensors
 from vllm.utils import is_list_of
@@ -346,7 +346,7 @@ class InternVLInputPipeline:
             # we can't stack here because images may have different num_patches
             data = [image_pixel_values_mapper(img) for img in data]
         else:
-            return MultiModalInputs({"image_embeds": data})
+            return MultiModalKwargs({"image_embeds": data})
         model_config = ctx.model_config
         tokenizer = cached_get_tokenizer(
             model_config.tokenizer,
@@ -355,7 +355,7 @@ class InternVLInputPipeline:
                                           add_special_tokens=False,
                                           return_tensors="pt")[0]
 
-        return MultiModalInputs({
+        return MultiModalKwargs({
             "pixel_values": data,
             "image_token_id": image_token_id
         })