[Multimodal] Simplify MM input definitions (#33331)

Signed-off-by: DarkLight1337 <tlleungac@connect.ust.hk>
This commit is contained in:
Cyrus Leung
2026-01-29 21:32:04 +08:00
committed by GitHub
parent 17b17c0684
commit c6e7404cc5
17 changed files with 142 additions and 164 deletions

View File

@@ -104,14 +104,10 @@ class MyRequest(msgspec.Struct):
def test_multimodal_kwargs():
e1 = MultiModalFieldElem(
"audio",
"a0",
torch.zeros(1000, dtype=torch.bfloat16),
MultiModalBatchedField(),
)
e2 = MultiModalFieldElem(
"video",
"v0",
[torch.zeros(1000, dtype=torch.int8) for _ in range(4)],
MultiModalFlatField(
slices=[[slice(1, 2, 3), slice(4, 5, 6)], [slice(None, 2)]],
@@ -119,21 +115,20 @@ def test_multimodal_kwargs():
),
)
e3 = MultiModalFieldElem(
"image",
"i0",
torch.zeros(1000, dtype=torch.int32),
MultiModalSharedField(batch_size=4),
)
e4 = MultiModalFieldElem(
"image",
"i1",
torch.zeros(1000, dtype=torch.int32),
MultiModalFlatField(slices=[slice(1, 2, 3), slice(4, 5, 6)], dim=2),
)
audio = MultiModalKwargsItem.from_elems([e1])
video = MultiModalKwargsItem.from_elems([e2])
image = MultiModalKwargsItem.from_elems([e3, e4])
mm = MultiModalKwargsItems.from_seq([audio, video, image])
mm = MultiModalKwargsItems(
{
"audio": [MultiModalKwargsItem({"a0": e1})],
"video": [MultiModalKwargsItem({"v0": e2})],
"image": [MultiModalKwargsItem({"i0": e3, "i1": e4})],
}
)
# pack mm kwargs into a mock request so that it can be decoded properly
req = MyRequest([mm])
@@ -147,8 +142,8 @@ def test_multimodal_kwargs():
total_len = sum(memoryview(x).cast("B").nbytes for x in encoded)
# expected total encoding length, should be 14395, +-20 for minor changes
assert 14375 <= total_len <= 14425
# expected total encoding length, should be 14319, +-20 for minor changes
assert 14300 <= total_len <= 14340
decoded = decoder.decode(encoded).mm[0]
assert isinstance(decoded, MultiModalKwargsItems)