@@ -22,7 +22,6 @@ from transformers import (
|
||||
AutoProcessor,
|
||||
AyaVisionConfig,
|
||||
is_torch_available,
|
||||
is_vision_available,
|
||||
)
|
||||
from transformers.testing_utils import (
|
||||
Expectations,
|
||||
@@ -51,10 +50,6 @@ if is_torch_available():
|
||||
)
|
||||
|
||||
|
||||
if is_vision_available():
|
||||
pass
|
||||
|
||||
|
||||
class AyaVisionVisionText2TextModelTester:
|
||||
def __init__(
|
||||
self,
|
||||
|
||||
@@ -17,14 +17,11 @@ import unittest
|
||||
|
||||
from transformers.image_utils import OPENAI_CLIP_MEAN, OPENAI_CLIP_STD
|
||||
from transformers.testing_utils import require_torch, require_vision
|
||||
from transformers.utils import is_torch_available, is_torchvision_available, is_vision_available
|
||||
from transformers.utils import is_torchvision_available, is_vision_available
|
||||
|
||||
from ...test_video_processing_common import VideoProcessingTestMixin, prepare_video_inputs
|
||||
|
||||
|
||||
if is_torch_available():
|
||||
pass
|
||||
|
||||
if is_vision_available():
|
||||
if is_torchvision_available():
|
||||
from transformers import InternVLVideoProcessor
|
||||
|
||||
@@ -20,15 +20,10 @@ import unittest
|
||||
import numpy as np
|
||||
|
||||
from transformers import AutoProcessor, AutoTokenizer, JanusProcessor
|
||||
from transformers.utils import is_vision_available
|
||||
|
||||
from ...test_processing_common import ProcessorTesterMixin
|
||||
|
||||
|
||||
if is_vision_available():
|
||||
pass
|
||||
|
||||
|
||||
class JanusProcessorTest(ProcessorTesterMixin, unittest.TestCase):
|
||||
processor_class = JanusProcessor
|
||||
|
||||
|
||||
@@ -16,14 +16,11 @@
|
||||
import unittest
|
||||
|
||||
from transformers.testing_utils import require_torch, require_vision
|
||||
from transformers.utils import is_torch_available, is_torchvision_available, is_vision_available
|
||||
from transformers.utils import is_torchvision_available, is_vision_available
|
||||
|
||||
from ...test_image_processing_common import ImageProcessingTestMixin, prepare_image_inputs
|
||||
|
||||
|
||||
if is_torch_available():
|
||||
pass
|
||||
|
||||
if is_vision_available() and is_torchvision_available():
|
||||
from transformers import Llama4ImageProcessorFast
|
||||
|
||||
|
||||
@@ -18,7 +18,7 @@ import unittest
|
||||
|
||||
from transformers import AutoProcessor, AutoTokenizer, LlamaTokenizerFast, LlavaProcessor
|
||||
from transformers.testing_utils import require_vision
|
||||
from transformers.utils import is_torch_available, is_vision_available
|
||||
from transformers.utils import is_vision_available
|
||||
|
||||
from ...test_processing_common import ProcessorTesterMixin
|
||||
|
||||
@@ -26,9 +26,6 @@ from ...test_processing_common import ProcessorTesterMixin
|
||||
if is_vision_available():
|
||||
from transformers import CLIPImageProcessor
|
||||
|
||||
if is_torch_available:
|
||||
pass
|
||||
|
||||
|
||||
@require_vision
|
||||
class LlavaProcessorTest(ProcessorTesterMixin, unittest.TestCase):
|
||||
|
||||
@@ -21,7 +21,7 @@ import torch
|
||||
|
||||
from transformers import AutoProcessor, LlamaTokenizerFast, LlavaNextVideoProcessor
|
||||
from transformers.testing_utils import require_vision
|
||||
from transformers.utils import is_torch_available, is_torchvision_available, is_vision_available
|
||||
from transformers.utils import is_torchvision_available, is_vision_available
|
||||
|
||||
from ...test_processing_common import ProcessorTesterMixin
|
||||
|
||||
@@ -32,9 +32,6 @@ if is_vision_available():
|
||||
if is_torchvision_available():
|
||||
from transformers import LlavaNextVideoVideoProcessor
|
||||
|
||||
if is_torch_available:
|
||||
pass
|
||||
|
||||
|
||||
@require_vision
|
||||
class LlavaNextVideoProcessorTest(ProcessorTesterMixin, unittest.TestCase):
|
||||
|
||||
@@ -17,14 +17,11 @@ import unittest
|
||||
|
||||
from transformers.image_utils import OPENAI_CLIP_MEAN, OPENAI_CLIP_STD
|
||||
from transformers.testing_utils import require_torch, require_vision
|
||||
from transformers.utils import is_torch_available, is_torchvision_available, is_vision_available
|
||||
from transformers.utils import is_torchvision_available, is_vision_available
|
||||
|
||||
from ...test_video_processing_common import VideoProcessingTestMixin, prepare_video_inputs
|
||||
|
||||
|
||||
if is_torch_available():
|
||||
pass
|
||||
|
||||
if is_vision_available():
|
||||
if is_torchvision_available():
|
||||
from transformers import LlavaNextVideoVideoProcessor
|
||||
|
||||
@@ -20,7 +20,7 @@ import unittest
|
||||
import torch
|
||||
|
||||
from transformers.testing_utils import require_torch, require_vision
|
||||
from transformers.utils import is_torch_available, is_torchvision_available, is_vision_available
|
||||
from transformers.utils import is_torchvision_available, is_vision_available
|
||||
|
||||
from ...test_processing_common import ProcessorTesterMixin
|
||||
|
||||
@@ -36,9 +36,6 @@ if is_vision_available():
|
||||
if is_torchvision_available():
|
||||
from transformers import LlavaOnevisionVideoProcessor
|
||||
|
||||
if is_torch_available:
|
||||
pass
|
||||
|
||||
|
||||
@require_vision
|
||||
@require_torch
|
||||
|
||||
@@ -17,14 +17,11 @@ import unittest
|
||||
|
||||
from transformers.image_utils import OPENAI_CLIP_MEAN, OPENAI_CLIP_STD
|
||||
from transformers.testing_utils import require_torch, require_vision
|
||||
from transformers.utils import is_torch_available, is_torchvision_available, is_vision_available
|
||||
from transformers.utils import is_torchvision_available, is_vision_available
|
||||
|
||||
from ...test_video_processing_common import VideoProcessingTestMixin, prepare_video_inputs
|
||||
|
||||
|
||||
if is_torch_available():
|
||||
pass
|
||||
|
||||
if is_vision_available():
|
||||
if is_torchvision_available():
|
||||
from transformers import LlavaOnevisionVideoProcessor
|
||||
|
||||
@@ -20,7 +20,7 @@ import numpy as np
|
||||
|
||||
from transformers import PixtralProcessor
|
||||
from transformers.testing_utils import require_vision
|
||||
from transformers.utils import is_torch_available, is_vision_available
|
||||
from transformers.utils import is_torch_available
|
||||
|
||||
from ...test_processing_common import ProcessorTesterMixin
|
||||
|
||||
@@ -29,10 +29,6 @@ if is_torch_available():
|
||||
import torch
|
||||
|
||||
|
||||
if is_vision_available():
|
||||
pass
|
||||
|
||||
|
||||
@require_vision
|
||||
class Mistral3ProcessorTest(ProcessorTesterMixin, unittest.TestCase):
|
||||
"""This tests Pixtral processor with the new `spatial_merge_size` argument in Mistral3."""
|
||||
|
||||
@@ -23,7 +23,6 @@ from transformers import (
|
||||
PaliGemmaConfig,
|
||||
PaliGemmaForConditionalGeneration,
|
||||
is_torch_available,
|
||||
is_vision_available,
|
||||
)
|
||||
from transformers.testing_utils import (
|
||||
is_flaky,
|
||||
@@ -40,10 +39,6 @@ if is_torch_available():
|
||||
import torch
|
||||
|
||||
|
||||
if is_vision_available():
|
||||
pass
|
||||
|
||||
|
||||
class PaliGemma2VisionText2TextModelTester:
|
||||
def __init__(
|
||||
self,
|
||||
|
||||
@@ -17,15 +17,10 @@ import unittest
|
||||
|
||||
from transformers import AutoProcessor, AutoTokenizer, Qwen2AudioProcessor, WhisperFeatureExtractor
|
||||
from transformers.testing_utils import require_torch, require_torchaudio
|
||||
from transformers.utils import is_torch_available
|
||||
|
||||
from ...test_processing_common import ProcessorTesterMixin
|
||||
|
||||
|
||||
if is_torch_available:
|
||||
pass
|
||||
|
||||
|
||||
@require_torch
|
||||
@require_torchaudio
|
||||
class Qwen2AudioProcessorTest(ProcessorTesterMixin, unittest.TestCase):
|
||||
|
||||
@@ -21,15 +21,11 @@ import torch
|
||||
|
||||
from transformers import TimesFmConfig, is_torch_available
|
||||
from transformers.testing_utils import require_torch, slow, torch_device
|
||||
from transformers.utils import is_torch_fx_available
|
||||
|
||||
from ...test_configuration_common import ConfigTester
|
||||
from ...test_modeling_common import ModelTesterMixin
|
||||
|
||||
|
||||
if is_torch_fx_available():
|
||||
pass
|
||||
|
||||
if is_torch_available():
|
||||
from transformers import TimesFmModelForPrediction
|
||||
|
||||
|
||||
@@ -17,14 +17,11 @@ import unittest
|
||||
|
||||
from transformers.image_utils import OPENAI_CLIP_MEAN, OPENAI_CLIP_STD
|
||||
from transformers.testing_utils import require_torch, require_vision
|
||||
from transformers.utils import is_torch_available, is_torchvision_available, is_vision_available
|
||||
from transformers.utils import is_torchvision_available, is_vision_available
|
||||
|
||||
from ...test_video_processing_common import VideoProcessingTestMixin, prepare_video_inputs
|
||||
|
||||
|
||||
if is_torch_available():
|
||||
pass
|
||||
|
||||
if is_vision_available():
|
||||
if is_torchvision_available():
|
||||
from transformers import VideoLlavaVideoProcessor
|
||||
|
||||
@@ -18,7 +18,7 @@ import unittest
|
||||
|
||||
from transformers import VitPoseBackboneConfig
|
||||
from transformers.testing_utils import require_torch, torch_device
|
||||
from transformers.utils import is_torch_available, is_vision_available
|
||||
from transformers.utils import is_torch_available
|
||||
|
||||
from ...test_backbone_common import BackboneTesterMixin
|
||||
from ...test_configuration_common import ConfigTester
|
||||
@@ -31,10 +31,6 @@ if is_torch_available():
|
||||
from transformers import VitPoseBackbone
|
||||
|
||||
|
||||
if is_vision_available():
|
||||
pass
|
||||
|
||||
|
||||
class VitPoseBackboneModelTester:
|
||||
def __init__(
|
||||
self,
|
||||
|
||||
Reference in New Issue
Block a user