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[Multi Modal] Configurable MM Profiling (#25631)

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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>
This commit is contained in:
Wenlong Wang
2025-10-03 03:59:10 -07:00
committed by GitHub
parent 2ed3f20dba
commit 79aa244678
60 changed files with 654 additions and 99 deletions
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11
vllm/model_executor/models/interns1.py
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@@ -20,6 +20,7 @@ from transformers.models.internvl.video_processing_internvl import (
InternVLVideoProcessor)
from vllm.config import VllmConfig
from vllm.config.multimodal import BaseDummyOptions
from vllm.model_executor.layers.quantization import QuantizationConfig
from vllm.model_executor.models.interns1_vit import InternS1VisionModel
from vllm.model_executor.models.module_mapping import MultiModelKeys
@@ -270,6 +271,7 @@ class InternS1DummyInputsBuilder(BaseDummyInputsBuilder[InternS1ProcessingInfo]
self,
seq_len: int,
mm_counts: Mapping[str, int],
mm_options: Optional[Mapping[str, BaseDummyOptions]] = None,
) -> MultiModalDataDict:
target_width, target_height = \
self.info.get_image_size_with_most_features()
@@ -281,16 +283,21 @@ class InternS1DummyInputsBuilder(BaseDummyInputsBuilder[InternS1ProcessingInfo]
config = self.info.get_hf_config()
image_size_h, image_size_w = config.vision_config.image_size
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=image_size_w,
height=image_size_h,
num_frames=target_num_frames,
num_videos=num_videos),
num_videos=num_videos,
overrides=video_overrides),
}