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tests/models/instructblip/test_processing_instructblip.py

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+# Copyright 2023 The HuggingFace Team. All rights reserved.
+#
+# Licensed under the Apache License, Version 2.0 (the "License");
+# you may not use this file except in compliance with the License.
+# You may obtain a copy of the License at
+#
+#     http://www.apache.org/licenses/LICENSE-2.0
+#
+# Unless required by applicable law or agreed to in writing, software
+# distributed under the License is distributed on an "AS IS" BASIS,
+# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+# See the License for the specific language governing permissions and
+# limitations under the License.
+import unittest
+
+from transformers.testing_utils import require_vision
+from transformers.utils import is_vision_available
+
+from ...test_processing_common import ProcessorTesterMixin
+
+
+if is_vision_available():
+    from transformers import (
+        InstructBlipProcessor,
+    )
+
+
+@require_vision
+class InstructBlipProcessorTest(ProcessorTesterMixin, unittest.TestCase):
+    processor_class = InstructBlipProcessor
+
+    @classmethod
+    def _setup_tokenizer(cls):
+        tokenizer_class = cls._get_component_class_from_processor("tokenizer")
+        return tokenizer_class.from_pretrained("hf-internal-testing/tiny-random-GPT2Model")
+
+    @classmethod
+    def _setup_qformer_tokenizer(cls):
+        qformer_tokenizer_class = cls._get_component_class_from_processor("qformer_tokenizer")
+        return qformer_tokenizer_class.from_pretrained("hf-internal-testing/tiny-random-bert")
+
+    @staticmethod
+    def prepare_processor_dict():
+        return {"num_query_tokens": 1}