[Chore] remove deprecation from transformer2d regarding the output cl…

…ass. (#8698)

* remove deprecation from transformer2d regarding the output class.

* up

* deprecate more

docs/source/en/api/models/transformer2d.md

@@ -38,4 +38,4 @@ It is assumed one of the input classes is the masked latent pixel. The predicted
 
 ## Transformer2DModelOutput
 
-[[autodoc]] models.transformers.transformer_2d.Transformer2DModelOutput
+[[autodoc]] models.modeling_outputs.Transformer2DModelOutput

src/diffusers/models/controlnet_sd3.py

@@ -23,11 +23,11 @@
 from ..loaders import FromOriginalModelMixin, PeftAdapterMixin
 from ..models.attention import JointTransformerBlock
 from ..models.attention_processor import Attention, AttentionProcessor
+from ..models.modeling_outputs import Transformer2DModelOutput
 from ..models.modeling_utils import ModelMixin
 from ..utils import USE_PEFT_BACKEND, is_torch_version, logging, scale_lora_layers, unscale_lora_layers
 from .controlnet import BaseOutput, zero_module
 from .embeddings import CombinedTimestepTextProjEmbeddings, PatchEmbed
-from .transformers.transformer_2d import Transformer2DModelOutput
 
 
 logger = logging.get_logger(__name__)  # pylint: disable=invalid-name

src/diffusers/models/transformers/transformer_2d.py

@@ -30,8 +30,10 @@
 
 
 class Transformer2DModelOutput(Transformer2DModelOutput):
-    deprecation_message = "Importing `Transformer2DModelOutput` from `diffusers.models.transformer_2d` is deprecated and this will be removed in a future version. Please use `from diffusers.models.modeling_outputs import Transformer2DModelOutput`, instead."
-    deprecate("Transformer2DModelOutput", "1.0.0", deprecation_message)
+    def __init__(self, *args, **kwargs):
+        deprecation_message = "Importing `Transformer2DModelOutput` from `diffusers.models.transformer_2d` is deprecated and this will be removed in a future version. Please use `from diffusers.models.modeling_outputs import Transformer2DModelOutput`, instead."
+        deprecate("Transformer2DModelOutput", "1.0.0", deprecation_message)
+        super().__init__(*args, **kwargs)
 
 
 class Transformer2DModel(LegacyModelMixin, LegacyConfigMixin):

src/diffusers/models/transformers/transformer_sd3.py

@@ -28,7 +28,7 @@
 from ...models.normalization import AdaLayerNormContinuous
 from ...utils import USE_PEFT_BACKEND, is_torch_version, logging, scale_lora_layers, unscale_lora_layers
 from ..embeddings import CombinedTimestepTextProjEmbeddings, PatchEmbed
-from .transformer_2d import Transformer2DModelOutput
+from ..modeling_outputs import Transformer2DModelOutput
 
 
 logger = logging.get_logger(__name__)  # pylint: disable=invalid-name