biondizzle/vllm
1
0
Fork 0
Code Issues Pull Requests Actions 2 Packages Projects Releases Wiki Activity

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

Browse Source 
Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
This commit is contained in:
Cyrus Leung
2026-02-01 00:46:14 +08:00
committed by GitHub
parent 92924b2ddd
commit 88c3e114d8
43 changed files with 228 additions and 139 deletions
Download Patch File Download Diff File Expand all files Collapse all files

12
tests/models/multimodal/processing/test_qwen2_vl.py
View File

@@ -42,7 +42,11 @@ def test_processor_override(
prompt = "<|vision_start|><|image_pad|><|vision_end|>" * num_imgs
mm_data = {"image": [image_assets[0].pil_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
hf_processor = processor.info.get_hf_processor(**hf_processor_mm_kwargs)
@@ -83,7 +87,11 @@ def test_get_image_size_with_most_features(
prompt = "<|vision_start|><|image_pad|><|vision_end|>"
for asset in image_assets:
mm_data = {"image": [asset.pil_image]}
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,
)
grid_thw = processed_inputs["mm_kwargs"].get_data()["image_grid_thw"].tolist()
t, h, w = grid_thw[0]
tokens = (t * h * w) // (merge_size**2)