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28 changes: 23 additions & 5 deletions tests/models/video_llama_3/test_modeling_video_llama_3.py
Original file line number Diff line number Diff line change
Expand Up @@ -36,6 +36,7 @@
is_torch_available,
)
from transformers.testing_utils import (
Expectations,
backend_empty_cache,
require_flash_attn,
require_torch,
Expand Down Expand Up @@ -831,7 +832,14 @@ def test_small_model_integration_test(self):
torch.testing.assert_close(expected_pixel_slice, inputs.pixel_values[:6, :3], atol=1e-4, rtol=1e-4)

output = model.generate(**inputs, max_new_tokens=20, do_sample=False, repetition_penalty=None)
EXPECTED_DECODED_TEXT = "user\n\nDescribe the image.\nassistant\nThe image captures a vibrant nighttime scene on a bustling city street. A woman in a striking red dress"
# fmt: off
EXPECTED_DECODED_TEXT = Expectations(
{
("cuda", None): "user\n\nDescribe the image.\nassistant\nThe image captures a vibrant nighttime scene on a bustling city street. A woman in a striking red dress",
("xpu", None): "user\n\nDescribe the image.\nassistant\nThe image captures a vibrant night scene in a bustling Japanese city. A woman in a striking red dress",
}
).get_expectation()
# fmt: on

self.assertEqual(
self.processor.decode(output[0], skip_special_tokens=True),
Expand Down Expand Up @@ -874,11 +882,21 @@ def test_small_model_integration_test_batch_wo_image(self):

# it should not matter whether two images are the same size or not
output = model.generate(**inputs, max_new_tokens=20, do_sample=False, repetition_penalty=None)
# fmt: off
EXPECTED_DECODED_TEXT = Expectations(
{
("cuda", None): [
"user\n\nDescribe the image.\nassistant\nThe image captures a vibrant nighttime scene on a bustling city street. A woman in a striking red dress",
"user\nWhat is relativity?\nassistant\nRelativity is a scientific theory that describes the relationship between space and time. It was first proposed by",
],
("xpu", None): [
"user\n\nDescribe the image.\nassistant\nThe image captures a vibrant night scene in a bustling Japanese city. A woman in a striking red dress",
"user\nWhat is relativity?\nassistant\nRelativity is a scientific theory that describes the relationship between space and time. It was first proposed by",
],
}
).get_expectation()
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as above

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Done

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as above

# fmt: on

EXPECTED_DECODED_TEXT = [
"user\n\nDescribe the image.\nassistant\nThe image captures a vibrant nighttime scene on a bustling city street. A woman in a striking red dress",
"user\nWhat is relativity?\nassistant\nRelativity is a scientific theory that describes the relationship between space and time. It was first proposed by",
] # fmt: skip
self.assertEqual(
self.processor.batch_decode(output, skip_special_tokens=True),
EXPECTED_DECODED_TEXT,
Expand Down