[Model] Add PaddleOCR-VL Model Support

src/transformers/models/__init__.py

@@ -264,6 +264,7 @@
     from .ovis2 import *
     from .owlv2 import *
     from .owlvit import *
+    from .paddleocr_vl import *
     from .paligemma import *
     from .parakeet import *
     from .patchtsmixer import *

src/transformers/models/auto/configuration_auto.py

@@ -298,6 +298,7 @@
         ("ovis2", "Ovis2Config"),
         ("owlv2", "Owlv2Config"),
         ("owlvit", "OwlViTConfig"),
+        ("paddleocr_vl", "PaddleOCRVLConfig"),
         ("paligemma", "PaliGemmaConfig"),
         ("parakeet_ctc", "ParakeetCTCConfig"),
         ("parakeet_encoder", "ParakeetEncoderConfig"),
@@ -749,6 +750,7 @@
         ("ovis2", "Ovis2"),
         ("owlv2", "OWLv2"),
         ("owlvit", "OWL-ViT"),
+        ("paddleocr_vl", "PaddleOCRVL"),
         ("paligemma", "PaliGemma"),
         ("parakeet", "Parakeet"),
         ("parakeet_ctc", "Parakeet"),

src/transformers/models/auto/image_processing_auto.py

@@ -153,6 +153,7 @@
             ("ovis2", ("Ovis2ImageProcessor", "Ovis2ImageProcessorFast")),
             ("owlv2", ("Owlv2ImageProcessor", "Owlv2ImageProcessorFast")),
             ("owlvit", ("OwlViTImageProcessor", "OwlViTImageProcessorFast")),
+            ("paddleocr_vl", ("PaddleOCRVLImageProcessor", "PaddleOCRVLImageProcessorFast")),
             ("paligemma", ("SiglipImageProcessor", "SiglipImageProcessorFast")),
             ("perceiver", ("PerceiverImageProcessor", "PerceiverImageProcessorFast")),
             ("perception_lm", (None, "PerceptionLMImageProcessorFast")),

src/transformers/models/auto/modeling_auto.py

@@ -1024,6 +1024,7 @@ class _BaseModelWithGenerate(PreTrainedModel, GenerationMixin):
         ("mistral3", "Mistral3ForConditionalGeneration"),
         ("mllama", "MllamaForConditionalGeneration"),
         ("ovis2", "Ovis2ForConditionalGeneration"),
+        ("paddleocr_vl", "PaddleOCRVLForConditionalGeneration"),
         ("paligemma", "PaliGemmaForConditionalGeneration"),
         ("perception_lm", "PerceptionLMForConditionalGeneration"),
         ("pix2struct", "Pix2StructForConditionalGeneration"),

src/transformers/models/auto/processing_auto.py

@@ -114,6 +114,7 @@
         ("ovis2", "Ovis2Processor"),
         ("owlv2", "Owlv2Processor"),
         ("owlvit", "OwlViTProcessor"),
+        ("paddleocr_vl", "PaddleOCRVLProcessor"),
         ("paligemma", "PaliGemmaProcessor"),
         ("perception_lm", "PerceptionLMProcessor"),
         ("phi4_multimodal", "Phi4MultimodalProcessor"),

src/transformers/models/paddleocr_vl/__init__.py

@@ -0,0 +1,32 @@
+# coding=utf-8
+# Copyright 2025 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.
+
+from typing import TYPE_CHECKING
+
+from ...utils import _LazyModule
+from ...utils.import_utils import define_import_structure
+
+
+if TYPE_CHECKING:
+    from .configuration_paddleocr_vl import *
+    from .image_processing_paddleocr_vl import *
+    from .image_processing_paddleocr_vl_fast import *
+    from .modeling_paddleocr_vl import *
+    from .processing_paddleocr_vl import *
+else:
+    import sys
+
+    _file = globals()["__file__"]
+    sys.modules[__name__] = _LazyModule(__name__, _file, define_import_structure(_file), module_spec=__spec__)