[Core] Add Kolors

src/diffusers/__init__.py

@@ -236,6 +236,8 @@
             "AudioLDMPipeline",
             "BlipDiffusionControlNetPipeline",
             "BlipDiffusionPipeline",
+            "ChatGLMModel",
+            "ChatGLMTokenizer",
             "CLIPImageProjection",
             "CycleDiffusionPipeline",
             "HunyuanDiTControlNetPipeline",
@@ -267,6 +269,7 @@
             "KandinskyV22Pipeline",
             "KandinskyV22PriorEmb2EmbPipeline",
             "KandinskyV22PriorPipeline",
+            "KolorsPipeline",
             "LatentConsistencyModelImg2ImgPipeline",
             "LatentConsistencyModelPipeline",
             "LDMTextToImagePipeline",
@@ -639,6 +642,8 @@
             AudioLDM2ProjectionModel,
             AudioLDM2UNet2DConditionModel,
             AudioLDMPipeline,
+            ChatGLMModel,
+            ChatGLMTokenizer,
             CLIPImageProjection,
             CycleDiffusionPipeline,
             HunyuanDiTControlNetPipeline,
@@ -670,6 +675,7 @@
             KandinskyV22Pipeline,
             KandinskyV22PriorEmb2EmbPipeline,
             KandinskyV22PriorPipeline,
+            KolorsPipeline,
             LatentConsistencyModelImg2ImgPipeline,
             LatentConsistencyModelPipeline,
             LDMTextToImagePipeline,

src/diffusers/pipelines/__init__.py

@@ -198,6 +198,7 @@
         "Kandinsky3Img2ImgPipeline",
         "Kandinsky3Pipeline",
     ]
+    _import_structure["kolors"] = ["KolorsPipeline", "ChatGLMModel", "ChatGLMTokenizer"]
     _import_structure["latent_consistency_models"] = [
         "LatentConsistencyModelImg2ImgPipeline",
         "LatentConsistencyModelPipeline",
@@ -480,6 +481,7 @@
             Kandinsky3Img2ImgPipeline,
             Kandinsky3Pipeline,
         )
+        from .kolors import ChatGLMModel, ChatGLMTokenizer, KolorsPipeline
         from .latent_consistency_models import (
             LatentConsistencyModelImg2ImgPipeline,
             LatentConsistencyModelPipeline,

src/diffusers/pipelines/kolors/__init__.py

@@ -0,0 +1,51 @@
+from typing import TYPE_CHECKING
+
+from ...utils import (
+    DIFFUSERS_SLOW_IMPORT,
+    OptionalDependencyNotAvailable,
+    _LazyModule,
+    get_objects_from_module,
+    is_torch_available,
+    is_transformers_available,
+)
+
+
+_dummy_objects = {}
+_import_structure = {}
+
+try:
+    if not (is_transformers_available() and is_torch_available()):
+        raise OptionalDependencyNotAvailable()
+except OptionalDependencyNotAvailable:
+    from ...utils import dummy_torch_and_transformers_objects  # noqa F403
+
+    _dummy_objects.update(get_objects_from_module(dummy_torch_and_transformers_objects))
+else:
+    _import_structure["pipeline_kolors"] = ["KolorsPipeline"]
+    _import_structure["text_encoder"] = ["ChatGLMModel"]
+    _import_structure["tokenizer"] = ["ChatGLMTokenizer"]
+
+if TYPE_CHECKING or DIFFUSERS_SLOW_IMPORT:
+    try:
+        if not (is_transformers_available() and is_torch_available()):
+            raise OptionalDependencyNotAvailable()
+    except OptionalDependencyNotAvailable:
+        from ...utils.dummy_torch_and_transformers_objects import *
+
+    else:
+        from .pipeline_kolors import KolorsPipeline
+        from .text_encoder import ChatGLMModel
+        from .tokenizer import ChatGLMTokenizer
+
+else:
+    import sys
+
+    sys.modules[__name__] = _LazyModule(
+        __name__,
+        globals()["__file__"],
+        _import_structure,
+        module_spec=__spec__,
+    )
+
+    for name, value in _dummy_objects.items():
+        setattr(sys.modules[__name__], name, value)