diff --git a/examples/community/adaptive_mask_inpainting.py b/examples/community/adaptive_mask_inpainting.py index b4f6b6ef668f..df736956485b 100644 --- a/examples/community/adaptive_mask_inpainting.py +++ b/examples/community/adaptive_mask_inpainting.py @@ -416,10 +416,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" @@ -438,7 +442,7 @@ def __init__( unet._internal_dict = FrozenDict(new_config) # Check shapes, assume num_channels_latents == 4, num_channels_mask == 1, num_channels_masked == 4 - if unet.config.in_channels != 9: + if unet is not None and unet.config.in_channels != 9: logger.info(f"You have loaded a UNet with {unet.config.in_channels} input channels which.") self.register_modules( diff --git a/examples/community/composable_stable_diffusion.py b/examples/community/composable_stable_diffusion.py index 23423594c54b..024818daf186 100644 --- a/examples/community/composable_stable_diffusion.py +++ b/examples/community/composable_stable_diffusion.py @@ -132,10 +132,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/instaflow_one_step.py b/examples/community/instaflow_one_step.py index 2af24ab8b703..e726b42756ee 100644 --- a/examples/community/instaflow_one_step.py +++ b/examples/community/instaflow_one_step.py @@ -152,10 +152,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/ip_adapter_face_id.py b/examples/community/ip_adapter_face_id.py index 8b6d147724bd..648bf2933145 100644 --- a/examples/community/ip_adapter_face_id.py +++ b/examples/community/ip_adapter_face_id.py @@ -234,10 +234,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/llm_grounded_diffusion.py b/examples/community/llm_grounded_diffusion.py index 07fbc15350a9..129793dae6b0 100644 --- a/examples/community/llm_grounded_diffusion.py +++ b/examples/community/llm_grounded_diffusion.py @@ -379,10 +379,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/lpw_stable_diffusion.py b/examples/community/lpw_stable_diffusion.py index 73ea8fffd2e4..32baf500d456 100644 --- a/examples/community/lpw_stable_diffusion.py +++ b/examples/community/lpw_stable_diffusion.py @@ -539,10 +539,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/lpw_stable_diffusion_xl.py b/examples/community/lpw_stable_diffusion_xl.py index d23eca6059b4..4bcef10f97c2 100644 --- a/examples/community/lpw_stable_diffusion_xl.py +++ b/examples/community/lpw_stable_diffusion_xl.py @@ -678,7 +678,11 @@ def __init__( self.mask_processor = VaeImageProcessor( vae_scale_factor=self.vae_scale_factor, do_normalize=False, do_binarize=True, do_convert_grayscale=True ) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available() diff --git a/examples/community/matryoshka.py b/examples/community/matryoshka.py index 0cd85ced59a1..f80b29456c60 100644 --- a/examples/community/matryoshka.py +++ b/examples/community/matryoshka.py @@ -3793,10 +3793,14 @@ def __init__( # new_config["clip_sample"] = False # scheduler._internal_dict = FrozenDict(new_config) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/pipeline_demofusion_sdxl.py b/examples/community/pipeline_demofusion_sdxl.py index b21902e9798f..624b2bd1ed81 100644 --- a/examples/community/pipeline_demofusion_sdxl.py +++ b/examples/community/pipeline_demofusion_sdxl.py @@ -168,7 +168,11 @@ def __init__( self.register_to_config(force_zeros_for_empty_prompt=force_zeros_for_empty_prompt) self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available() diff --git a/examples/community/pipeline_fabric.py b/examples/community/pipeline_fabric.py index 75d724bd7304..30847f875bda 100644 --- a/examples/community/pipeline_fabric.py +++ b/examples/community/pipeline_fabric.py @@ -150,10 +150,14 @@ def __init__( ): super().__init__() - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/pipeline_kolors_differential_img2img.py b/examples/community/pipeline_kolors_differential_img2img.py index 7734ef8f164a..dfef872d1c30 100644 --- a/examples/community/pipeline_kolors_differential_img2img.py +++ b/examples/community/pipeline_kolors_differential_img2img.py @@ -216,7 +216,11 @@ def __init__( vae_scale_factor=self.vae_scale_factor, do_normalize=False, do_convert_grayscale=True ) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) # Copied from diffusers.pipelines.kolors.pipeline_kolors.KolorsPipeline.encode_prompt def encode_prompt( diff --git a/examples/community/pipeline_prompt2prompt.py b/examples/community/pipeline_prompt2prompt.py index 172241c817fd..736f00799eae 100644 --- a/examples/community/pipeline_prompt2prompt.py +++ b/examples/community/pipeline_prompt2prompt.py @@ -174,10 +174,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/pipeline_sdxl_style_aligned.py b/examples/community/pipeline_sdxl_style_aligned.py index 50e0ca0f9f24..9377caf7ba2e 100644 --- a/examples/community/pipeline_sdxl_style_aligned.py +++ b/examples/community/pipeline_sdxl_style_aligned.py @@ -494,7 +494,11 @@ def __init__( vae_scale_factor=self.vae_scale_factor, do_normalize=False, do_binarize=True, do_convert_grayscale=True ) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available() diff --git a/examples/community/pipeline_stable_diffusion_boxdiff.py b/examples/community/pipeline_stable_diffusion_boxdiff.py index 6d36a9a8a389..bd58a65ce787 100644 --- a/examples/community/pipeline_stable_diffusion_boxdiff.py +++ b/examples/community/pipeline_stable_diffusion_boxdiff.py @@ -460,10 +460,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/pipeline_stable_diffusion_pag.py b/examples/community/pipeline_stable_diffusion_pag.py index 9dda2b5a0a1e..874303e0ad6c 100644 --- a/examples/community/pipeline_stable_diffusion_pag.py +++ b/examples/community/pipeline_stable_diffusion_pag.py @@ -427,10 +427,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter.py b/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter.py index d80cb209ec0a..e55be92962f2 100644 --- a/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter.py +++ b/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter.py @@ -231,7 +231,11 @@ def __init__( self.control_image_processor = VaeImageProcessor( vae_scale_factor=self.vae_scale_factor, do_convert_rgb=True, do_normalize=False ) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) # Copied from diffusers.pipelines.stable_diffusion_xl.pipeline_stable_diffusion_xl.StableDiffusionXLPipeline.encode_prompt def encode_prompt( diff --git a/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter_inpaint.py b/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter_inpaint.py index d8c52a78b104..8480117866cc 100644 --- a/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter_inpaint.py +++ b/examples/community/pipeline_stable_diffusion_xl_controlnet_adapter_inpaint.py @@ -379,7 +379,11 @@ def __init__( self.control_image_processor = VaeImageProcessor( vae_scale_factor=self.vae_scale_factor, do_convert_rgb=True, do_normalize=False ) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) # Copied from diffusers.pipelines.stable_diffusion_xl.pipeline_stable_diffusion_xl.StableDiffusionXLPipeline.encode_prompt def encode_prompt( diff --git a/examples/community/pipeline_stable_diffusion_xl_ipex.py b/examples/community/pipeline_stable_diffusion_xl_ipex.py index bc430955282e..f43726b1b5b8 100644 --- a/examples/community/pipeline_stable_diffusion_xl_ipex.py +++ b/examples/community/pipeline_stable_diffusion_xl_ipex.py @@ -256,7 +256,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available() diff --git a/examples/community/pipeline_zero1to3.py b/examples/community/pipeline_zero1to3.py index 9c1f2362b1c8..9a34f91bf841 100644 --- a/examples/community/pipeline_zero1to3.py +++ b/examples/community/pipeline_zero1to3.py @@ -151,10 +151,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/stable_diffusion_ipex.py b/examples/community/stable_diffusion_ipex.py index 3cae3e6df4f3..b2d4541797f5 100644 --- a/examples/community/stable_diffusion_ipex.py +++ b/examples/community/stable_diffusion_ipex.py @@ -148,10 +148,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/stable_diffusion_reference.py b/examples/community/stable_diffusion_reference.py index b54ebf27f715..9ef95a52051d 100644 --- a/examples/community/stable_diffusion_reference.py +++ b/examples/community/stable_diffusion_reference.py @@ -181,10 +181,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" @@ -202,7 +206,7 @@ def __init__( new_config["sample_size"] = 64 unet._internal_dict = FrozenDict(new_config) # Check shapes, assume num_channels_latents == 4, num_channels_mask == 1, num_channels_masked == 4 - if unet.config.in_channels != 4: + if unet is not None and unet.config.in_channels != 4: logger.warning( f"You have loaded a UNet with {unet.config.in_channels} input channels, whereas by default," f" {self.__class__} assumes that `pipeline.unet` has 4 input channels: 4 for `num_channels_latents`," diff --git a/examples/community/stable_diffusion_repaint.py b/examples/community/stable_diffusion_repaint.py index 115a6b005565..0bc28eca15cc 100644 --- a/examples/community/stable_diffusion_repaint.py +++ b/examples/community/stable_diffusion_repaint.py @@ -236,10 +236,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" @@ -257,7 +261,7 @@ def __init__( new_config["sample_size"] = 64 unet._internal_dict = FrozenDict(new_config) # Check shapes, assume num_channels_latents == 4, num_channels_mask == 1, num_channels_masked == 4 - if unet.config.in_channels != 4: + if unet is not None and unet.config.in_channels != 4: logger.warning( f"You have loaded a UNet with {unet.config.in_channels} input channels, whereas by default," f" {self.__class__} assumes that `pipeline.unet` has 4 input channels: 4 for `num_channels_latents`," diff --git a/examples/community/stable_diffusion_tensorrt_img2img.py b/examples/community/stable_diffusion_tensorrt_img2img.py index 453e2d8d679c..ae12cd94f9b0 100755 --- a/examples/community/stable_diffusion_tensorrt_img2img.py +++ b/examples/community/stable_diffusion_tensorrt_img2img.py @@ -753,10 +753,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/stable_diffusion_tensorrt_inpaint.py b/examples/community/stable_diffusion_tensorrt_inpaint.py index 8d0c7bedc904..557aabdacfb8 100755 --- a/examples/community/stable_diffusion_tensorrt_inpaint.py +++ b/examples/community/stable_diffusion_tensorrt_inpaint.py @@ -757,10 +757,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/examples/community/stable_diffusion_tensorrt_txt2img.py b/examples/community/stable_diffusion_tensorrt_txt2img.py index f94f114663bc..595c5f5ea830 100755 --- a/examples/community/stable_diffusion_tensorrt_txt2img.py +++ b/examples/community/stable_diffusion_tensorrt_txt2img.py @@ -669,10 +669,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py b/src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py index c037c239a3b5..958eb5fb5134 100644 --- a/src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py +++ b/src/diffusers/pipelines/animatediff/pipeline_animatediff_sdxl.py @@ -319,7 +319,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.video_processor = VideoProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) # Copied from diffusers.pipelines.stable_diffusion_xl.pipeline_stable_diffusion_xl.StableDiffusionXLPipeline.encode_prompt with num_images_per_prompt->num_videos_per_prompt def encode_prompt( diff --git a/src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img_superresolution.py b/src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img_superresolution.py index f39a63f22e11..b23ea39bb292 100644 --- a/src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img_superresolution.py +++ b/src/diffusers/pipelines/deepfloyd_if/pipeline_if_img2img_superresolution.py @@ -184,7 +184,7 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - if unet.config.in_channels != 6: + if unet is not None and unet.config.in_channels != 6: logger.warning( "It seems like you have loaded a checkpoint that shall not be used for super resolution from {unet.config._name_or_path} as it accepts {unet.config.in_channels} input channels instead of 6. Please make sure to pass a super resolution checkpoint as the `'unet'`: IFSuperResolutionPipeline.from_pretrained(unet=super_resolution_unet, ...)`." ) diff --git a/src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py b/src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py index 8ea5e16090c2..bdad9c29b18f 100644 --- a/src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py +++ b/src/diffusers/pipelines/deepfloyd_if/pipeline_if_inpainting_superresolution.py @@ -186,7 +186,7 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - if unet.config.in_channels != 6: + if unet is not None and unet.config.in_channels != 6: logger.warning( "It seems like you have loaded a checkpoint that shall not be used for super resolution from {unet.config._name_or_path} as it accepts {unet.config.in_channels} input channels instead of 6. Please make sure to pass a super resolution checkpoint as the `'unet'`: IFSuperResolutionPipeline.from_pretrained(unet=super_resolution_unet, ...)`." ) diff --git a/src/diffusers/pipelines/deepfloyd_if/pipeline_if_superresolution.py b/src/diffusers/pipelines/deepfloyd_if/pipeline_if_superresolution.py index da3d2ea087e0..012c4ca6d448 100644 --- a/src/diffusers/pipelines/deepfloyd_if/pipeline_if_superresolution.py +++ b/src/diffusers/pipelines/deepfloyd_if/pipeline_if_superresolution.py @@ -142,7 +142,7 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - if unet.config.in_channels != 6: + if unet is not None and unet.config.in_channels != 6: logger.warning( "It seems like you have loaded a checkpoint that shall not be used for super resolution from {unet.config._name_or_path} as it accepts {unet.config.in_channels} input channels instead of 6. Please make sure to pass a super resolution checkpoint as the `'unet'`: IFSuperResolutionPipeline.from_pretrained(unet=super_resolution_unet, ...)`." ) diff --git a/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py b/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py index 705bf3661ffb..48c0aa4f6d76 100644 --- a/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py +++ b/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion.py @@ -253,10 +253,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py b/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py index af77cac3cb8a..fa70689d790d 100644 --- a/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py +++ b/src/diffusers/pipelines/deprecated/alt_diffusion/pipeline_alt_diffusion_img2img.py @@ -281,10 +281,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_cycle_diffusion.py b/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_cycle_diffusion.py index 70ad47074ca2..1752540e8f79 100644 --- a/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_cycle_diffusion.py +++ b/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_cycle_diffusion.py @@ -213,10 +213,14 @@ def __init__( "Make sure to define a feature extractor when loading {self.__class__} if you want to use the safety" " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_inpaint_legacy.py b/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_inpaint_legacy.py index f4483fc47b79..f9c9c37c4867 100644 --- a/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_inpaint_legacy.py +++ b/src/diffusers/pipelines/deprecated/stable_diffusion_variants/pipeline_stable_diffusion_inpaint_legacy.py @@ -183,10 +183,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/kolors/pipeline_kolors.py b/src/diffusers/pipelines/kolors/pipeline_kolors.py index dce060f726a8..99a8bf4e4ce9 100644 --- a/src/diffusers/pipelines/kolors/pipeline_kolors.py +++ b/src/diffusers/pipelines/kolors/pipeline_kolors.py @@ -191,7 +191,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) def encode_prompt( self, diff --git a/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py b/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py index 890a67fb3e25..df94ec3f0f24 100644 --- a/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py +++ b/src/diffusers/pipelines/kolors/pipeline_kolors_img2img.py @@ -210,7 +210,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) # Copied from diffusers.pipelines.kolors.pipeline_kolors.KolorsPipeline.encode_prompt def encode_prompt( diff --git a/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py b/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py index 3c1c2924e9db..bdac47c47ade 100644 --- a/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py +++ b/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion.py @@ -368,10 +368,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py b/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py index fe45d7f9fa2e..cad7d8a66a08 100644 --- a/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py +++ b/src/diffusers/pipelines/ledits_pp/pipeline_leditspp_stable_diffusion_xl.py @@ -384,7 +384,11 @@ def __init__( "The scheduler has been changed to DPMSolverMultistepScheduler." ) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available() diff --git a/src/diffusers/pipelines/pag/pipeline_pag_kolors.py b/src/diffusers/pipelines/pag/pipeline_pag_kolors.py index 458a4d4667bf..62f634312ada 100644 --- a/src/diffusers/pipelines/pag/pipeline_pag_kolors.py +++ b/src/diffusers/pipelines/pag/pipeline_pag_kolors.py @@ -205,7 +205,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) self.set_pag_applied_layers(pag_applied_layers) diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd.py b/src/diffusers/pipelines/pag/pipeline_pag_sd.py index 86c810ab1a10..fc7dc3a83f27 100644 --- a/src/diffusers/pipelines/pag/pipeline_pag_sd.py +++ b/src/diffusers/pipelines/pag/pipeline_pag_sd.py @@ -259,10 +259,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py index c38fcf86c4a7..d91c02b607a3 100644 --- a/src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py +++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_img2img.py @@ -254,10 +254,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_inpaint.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_inpaint.py index 8fb677e56bbb..33abfb0be89f 100644 --- a/src/diffusers/pipelines/pag/pipeline_pag_sd_inpaint.py +++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_inpaint.py @@ -286,10 +286,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py b/src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py index 856b07102363..856f6a3e789e 100644 --- a/src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py +++ b/src/diffusers/pipelines/pag/pipeline_pag_sd_xl.py @@ -278,7 +278,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available() diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion.py b/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion.py index 71dbf989bf92..eaeb5f809c47 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion.py @@ -132,10 +132,14 @@ def __init__( " information, please have a look at https://github.com/huggingface/diffusers/pull/254 ." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion_inpaint.py b/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion_inpaint.py index 2367ca36fc8e..abcba926160a 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion_inpaint.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_flax_stable_diffusion_inpaint.py @@ -159,10 +159,14 @@ def __init__( " information, please have a look at https://github.com/huggingface/diffusers/pull/254 ." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py index 8bfe273b2fb9..6e93c34929de 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion.py @@ -254,12 +254,15 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - self._is_unet_config_sample_size_int = isinstance(unet.config.sample_size, int) + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + self._is_unet_config_sample_size_int = unet is not None and isinstance(unet.config.sample_size, int) is_unet_sample_size_less_64 = ( - hasattr(unet.config, "sample_size") + unet is not None + and hasattr(unet.config, "sample_size") and self._is_unet_config_sample_size_int and unet.config.sample_size < 64 ) diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py index abd67ae577ea..f158c41cac53 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_depth2img.py @@ -130,10 +130,14 @@ def __init__( ): super().__init__() - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_image_variation.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_image_variation.py index 308a0753b175..e0268065a415 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_image_variation.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_image_variation.py @@ -104,10 +104,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py index 17e8f0eb494f..901dcd6db012 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_img2img.py @@ -282,10 +282,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py index 9d3dfd30607a..6f4e7f358952 100644 --- a/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py +++ b/src/diffusers/pipelines/stable_diffusion/pipeline_stable_diffusion_inpaint.py @@ -229,10 +229,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" @@ -251,7 +255,7 @@ def __init__( unet._internal_dict = FrozenDict(new_config) # Check shapes, assume num_channels_latents == 4, num_channels_mask == 1, num_channels_masked == 4 - if unet.config.in_channels != 9: + if unet is not None and unet.config.in_channels != 9: logger.info(f"You have loaded a UNet with {unet.config.in_channels} input channels which.") self.register_modules( diff --git a/src/diffusers/pipelines/stable_diffusion_diffedit/pipeline_stable_diffusion_diffedit.py b/src/diffusers/pipelines/stable_diffusion_diffedit/pipeline_stable_diffusion_diffedit.py index bdc9cb80da16..4b999662a6e7 100644 --- a/src/diffusers/pipelines/stable_diffusion_diffedit/pipeline_stable_diffusion_diffedit.py +++ b/src/diffusers/pipelines/stable_diffusion_diffedit/pipeline_stable_diffusion_diffedit.py @@ -344,10 +344,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py b/src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py index ddcc77de28f5..c7c5bd9cff67 100644 --- a/src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py +++ b/src/diffusers/pipelines/stable_diffusion_k_diffusion/pipeline_stable_diffusion_xl_k_diffusion.py @@ -173,7 +173,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) model = ModelWrapper(unet, scheduler.alphas_cumprod) if scheduler.config.prediction_type == "v_prediction": diff --git a/src/diffusers/pipelines/stable_diffusion_safe/pipeline_stable_diffusion_safe.py b/src/diffusers/pipelines/stable_diffusion_safe/pipeline_stable_diffusion_safe.py index 6c4513b9a69d..deae82eb8813 100644 --- a/src/diffusers/pipelines/stable_diffusion_safe/pipeline_stable_diffusion_safe.py +++ b/src/diffusers/pipelines/stable_diffusion_safe/pipeline_stable_diffusion_safe.py @@ -124,10 +124,14 @@ def __init__( " checker. If you do not want to use the safety checker, you can pass `'safety_checker=None'` instead." ) - is_unet_version_less_0_9_0 = hasattr(unet.config, "_diffusers_version") and version.parse( - version.parse(unet.config._diffusers_version).base_version - ) < version.parse("0.9.0.dev0") - is_unet_sample_size_less_64 = hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + is_unet_version_less_0_9_0 = ( + unet is not None + and hasattr(unet.config, "_diffusers_version") + and version.parse(version.parse(unet.config._diffusers_version).base_version) < version.parse("0.9.0.dev0") + ) + is_unet_sample_size_less_64 = ( + unet is not None and hasattr(unet.config, "sample_size") and unet.config.sample_size < 64 + ) if is_unet_version_less_0_9_0 and is_unet_sample_size_less_64: deprecation_message = ( "The configuration file of the unet has set the default `sample_size` to smaller than" diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py index 18e6d91b3245..9c69fe65fbdb 100644 --- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py +++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl.py @@ -272,7 +272,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available() diff --git a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_instruct_pix2pix.py b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_instruct_pix2pix.py index e191565f947e..aaffe8efa730 100644 --- a/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_instruct_pix2pix.py +++ b/src/diffusers/pipelines/stable_diffusion_xl/pipeline_stable_diffusion_xl_instruct_pix2pix.py @@ -201,7 +201,11 @@ def __init__( self.register_to_config(force_zeros_for_empty_prompt=force_zeros_for_empty_prompt) self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) self.is_cosxl_edit = is_cosxl_edit add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available() diff --git a/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py b/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py index d4cbc3c66bea..5eacb64d01e3 100644 --- a/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py +++ b/src/diffusers/pipelines/t2i_adapter/pipeline_stable_diffusion_xl_adapter.py @@ -304,7 +304,11 @@ def __init__( self.register_to_config(force_zeros_for_empty_prompt=force_zeros_for_empty_prompt) self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) # Copied from diffusers.pipelines.stable_diffusion_xl.pipeline_stable_diffusion_xl.StableDiffusionXLPipeline.encode_prompt def encode_prompt( diff --git a/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py b/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py index a9f7b4b000c2..339d5b3a6019 100644 --- a/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py +++ b/src/diffusers/pipelines/text_to_video_synthesis/pipeline_text_to_video_zero_sdxl.py @@ -422,7 +422,11 @@ def __init__( self.vae_scale_factor = 2 ** (len(self.vae.config.block_out_channels) - 1) if getattr(self, "vae", None) else 8 self.image_processor = VaeImageProcessor(vae_scale_factor=self.vae_scale_factor) - self.default_sample_size = self.unet.config.sample_size + self.default_sample_size = ( + self.unet.config.sample_size + if hasattr(self, "unet") and self.unet is not None and hasattr(self.unet.config, "sample_size") + else 128 + ) add_watermarker = add_watermarker if add_watermarker is not None else is_invisible_watermark_available()