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from ...utils import is_torch_available
if is_torch_available():
from .ace_step_transformer import AceStepTransformer1DModel
from .auraflow_transformer_2d import AuraFlowTransformer2DModel
from .cogvideox_transformer_3d import CogVideoXTransformer3DModel
from .consisid_transformer_3d import ConsisIDTransformer3DModel
from .dit_transformer_2d import DiTTransformer2DModel
from .dual_transformer_2d import DualTransformer2DModel
from .hunyuan_transformer_2d import HunyuanDiT2DModel
from .latte_transformer_3d import LatteTransformer3DModel
from .lumina_nextdit2d import LuminaNextDiT2DModel
from .pixart_transformer_2d import PixArtTransformer2DModel
from .prior_transformer import PriorTransformer
from .sana_transformer import SanaTransformer2DModel
from .stable_audio_transformer import StableAudioDiTModel
from .t5_film_transformer import T5FilmDecoder
from .transformer_2d import Transformer2DModel
from .transformer_2d_dreamlite import DreamLiteTransformer2DModel
from .transformer_allegro import AllegroTransformer3DModel
from .transformer_anyflow import AnyFlowTransformer3DModel
from .transformer_anyflow_far import AnyFlowFARTransformer3DModel
from .transformer_bria import BriaTransformer2DModel
from .transformer_bria_fibo import BriaFiboTransformer2DModel
from .transformer_chroma import ChromaTransformer2DModel
from .transformer_chronoedit import ChronoEditTransformer3DModel
from .transformer_cogview3plus import CogView3PlusTransformer2DModel
from .transformer_cogview4 import CogView4Transformer2DModel
from .transformer_cosmos import CosmosTransformer3DModel
from .transformer_cosmos3 import Cosmos3OmniTransformer
from .transformer_easyanimate import EasyAnimateTransformer3DModel
from .transformer_ernie_image import ErnieImageTransformer2DModel
from .transformer_flux import FluxTransformer2DModel
from .transformer_flux2 import Flux2Transformer2DModel
from .transformer_glm_image import GlmImageTransformer2DModel
from .transformer_helios import HeliosTransformer3DModel
from .transformer_hidream_image import HiDreamImageTransformer2DModel
from .transformer_hunyuan_video import HunyuanVideoTransformer3DModel
from .transformer_hunyuan_video15 import HunyuanVideo15Transformer3DModel
from .transformer_hunyuan_video_framepack import HunyuanVideoFramepackTransformer3DModel
from .transformer_hunyuanimage import HunyuanImageTransformer2DModel
from .transformer_ideogram4 import Ideogram4Transformer2DModel
from .transformer_joyimage import JoyImageEditTransformer3DModel
from .transformer_joyimage_edit_plus import JoyImageEditPlusTransformer3DModel
from .transformer_kandinsky import Kandinsky5Transformer3DModel
from .transformer_krea2 import Krea2Transformer2DModel
from .transformer_longcat_audio_dit import LongCatAudioDiTTransformer
from .transformer_longcat_image import LongCatImageTransformer2DModel
from .transformer_ltx import LTXVideoTransformer3DModel
from .transformer_ltx2 import LTX2VideoTransformer3DModel
from .transformer_lumina2 import Lumina2Transformer2DModel
from .transformer_minimax_h3 import MiniMaxH3Transformer3DModel
from .transformer_mochi import MochiTransformer3DModel
from .transformer_motif_video import MotifVideoTransformer3DModel
from .transformer_nucleusmoe_image import NucleusMoEImageTransformer2DModel
from .transformer_omnigen import OmniGenTransformer2DModel
from .transformer_ovis_image import OvisImageTransformer2DModel
from .transformer_prx import PRXTransformer2DModel
from .transformer_qwenimage import QwenImageTransformer2DModel
from .transformer_sana_video import SanaVideoTransformer3DModel
from .transformer_sd3 import SD3Transformer2DModel
from .transformer_skyreels_v2 import SkyReelsV2Transformer3DModel
from .transformer_temporal import TransformerTemporalModel
from .transformer_wan import WanTransformer3DModel
from .transformer_wan_animate import WanAnimateTransformer3DModel
from .transformer_wan_vace import WanVACETransformer3DModel
from .transformer_z_image import ZImageTransformer2DModel