mirror of
https://github.com/vladmandic/automatic
synced 2026-09-18 16:54:33 +02:00
@@ -191,7 +191,7 @@ class CogView4CFGZeroPipeline(DiffusionPipeline, CogView4LoraLoaderMixin):
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def _get_glm_embeds(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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max_sequence_length: int = 1024,
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device: Optional[torch.device] = None,
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dtype: Optional[torch.dtype] = None,
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@@ -217,7 +217,7 @@ class FluxCFGZeroPipeline(
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def _get_t5_prompt_embeds(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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num_images_per_prompt: int = 1,
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max_sequence_length: int = 512,
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device: Optional[torch.device] = None,
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@@ -535,7 +535,7 @@ class FluxCFGZeroPipeline(
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@staticmethod
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def _unpack_latents(latents, height, width, vae_scale_factor):
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batch_size, _num_patches, channels = latents.shape
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batch_size, num_patches, channels = latents.shape
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# VAE applies 8x compression on images but we must also account for packing which requires
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# latent height and width to be divisible by 2.
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@@ -637,9 +637,9 @@ class FluxCFGZeroPipeline(
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@replace_example_docstring(EXAMPLE_DOC_STRING)
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def __call__(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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prompt_2: Optional[Union[str, List[str]]] = None,
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negative_prompt: Union[str, List[str]] | None = None,
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negative_prompt: Union[str, List[str]] = None,
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negative_prompt_2: Optional[Union[str, List[str]]] = None,
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true_cfg_scale: float = 1.0,
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height: Optional[int] = None,
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@@ -211,7 +211,7 @@ class HiDreamImageCFGZeroPipeline(DiffusionPipeline, HiDreamImageLoraLoaderMixin
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def _get_t5_prompt_embeds(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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max_sequence_length: int = 128,
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device: Optional[torch.device] = None,
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dtype: Optional[torch.dtype] = None,
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@@ -285,7 +285,7 @@ class HiDreamImageCFGZeroPipeline(DiffusionPipeline, HiDreamImageLoraLoaderMixin
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def _get_llama3_prompt_embeds(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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max_sequence_length: int = 128,
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device: Optional[torch.device] = None,
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dtype: Optional[torch.dtype] = None,
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@@ -545,7 +545,7 @@ class HiDreamImageCFGZeroPipeline(DiffusionPipeline, HiDreamImageLoraLoaderMixin
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@torch.no_grad()
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def __call__(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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prompt_2: Optional[Union[str, List[str]]] = None,
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prompt_3: Optional[Union[str, List[str]]] = None,
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prompt_4: Optional[Union[str, List[str]]] = None,
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@@ -317,7 +317,7 @@ class HunyuanVideoCFGZeroPipeline(DiffusionPipeline, HunyuanVideoLoraLoaderMixin
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def encode_prompt(
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self,
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prompt: Union[str, List[str]],
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prompt_2: Union[str, List[str]] | None = None,
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prompt_2: Union[str, List[str]] = None,
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prompt_template: Dict[str, Any] = DEFAULT_PROMPT_TEMPLATE,
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num_videos_per_prompt: int = 1,
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prompt_embeds: Optional[torch.Tensor] = None,
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@@ -481,15 +481,15 @@ class HunyuanVideoCFGZeroPipeline(DiffusionPipeline, HunyuanVideoLoraLoaderMixin
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@replace_example_docstring(EXAMPLE_DOC_STRING)
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def __call__(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt_2: Union[str, List[str]] | None = None,
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negative_prompt: Union[str, List[str]] | None = None,
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negative_prompt_2: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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prompt_2: Union[str, List[str]] = None,
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negative_prompt: Union[str, List[str]] = None,
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negative_prompt_2: Union[str, List[str]] = None,
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height: int = 720,
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width: int = 1280,
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num_frames: int = 129,
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num_inference_steps: int = 50,
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sigmas: List[float] | None = None,
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sigmas: List[float] = None,
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true_cfg_scale: float = 1.0,
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guidance_scale: float = 6.0,
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num_videos_per_prompt: Optional[int] = 1,
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@@ -246,7 +246,7 @@ class StableDiffusion3CFGZeroPipeline(DiffusionPipeline, SD3LoraLoaderMixin, Fro
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def _get_t5_prompt_embeds(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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num_images_per_prompt: int = 1,
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max_sequence_length: int = 256,
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device: Optional[torch.device] = None,
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@@ -786,7 +786,7 @@ class StableDiffusion3CFGZeroPipeline(DiffusionPipeline, SD3LoraLoaderMixin, Fro
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@replace_example_docstring(EXAMPLE_DOC_STRING)
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def __call__(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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prompt_2: Optional[Union[str, List[str]]] = None,
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prompt_3: Optional[Union[str, List[str]]] = None,
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height: Optional[int] = None,
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@@ -813,7 +813,7 @@ class StableDiffusion3CFGZeroPipeline(DiffusionPipeline, SD3LoraLoaderMixin, Fro
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callback_on_step_end: Optional[Callable[[int, int, Dict], None]] = None,
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callback_on_step_end_tensor_inputs: List[str] = ["latents"],
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max_sequence_length: int = 256,
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skip_guidance_layers: List[int] | None = None,
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skip_guidance_layers: List[int] = None,
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skip_layer_guidance_scale: float = 2.8,
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skip_layer_guidance_stop: float = 0.2,
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skip_layer_guidance_start: float = 0.01,
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@@ -153,7 +153,7 @@ class WanCFGZeroPipeline(DiffusionPipeline, WanLoraLoaderMixin):
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def _get_t5_prompt_embeds(
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self,
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prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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num_videos_per_prompt: int = 1,
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max_sequence_length: int = 226,
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device: Optional[torch.device] = None,
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@@ -374,8 +374,8 @@ class WanCFGZeroPipeline(DiffusionPipeline, WanLoraLoaderMixin):
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@replace_example_docstring(EXAMPLE_DOC_STRING)
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def __call__(
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self,
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prompt: Union[str, List[str]] | None = None,
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negative_prompt: Union[str, List[str]] | None = None,
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prompt: Union[str, List[str]] = None,
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negative_prompt: Union[str, List[str]] = None,
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height: int = 480,
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width: int = 832,
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num_frames: int = 81,
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