Args: Compares the current Accelerate version to a given reference with an operation. operation (`str`): A string represe

Gets scaled timesteps from the Karras sigmas for input to the consistency model. Args: sigmas (`float` or `np.ndarray`):

Correct the predicted sample based on the `model_output` of the network. This is often run repeatedly after making the prediction for

r""" Reverses the effect of [`pipe.fuse_lora()`](https://huggingface.co/docs/diffusers/main/en/api/loaders#diffusers.loaders.LoraLoade

Uploads all files in `working_dir` to `repo_id`.

r"""Enables the FreeU mechanism from https://arxiv.org/abs/2309.11497. The suffixes after the scaling factors represent the stage blocks wher

r""" Offloads all models to CPU using accelerate, reducing memory usage with a low impact on performance. Compared to `enable_sequenti

r""" Instantiate a pretrained MultiAdapter model from multiple pre-trained adapter models. The model is set in evaluation mode by def

Args: Compares the current PEFT version to a given reference with an operation. operation (`str`): A string representatio

Updates paths inside resnets to the new naming scheme (local renaming)

Pretty print a list of elements with one line per element and a - starting each line.

overlay the inpaint output to the original image

r""" Checks if the version of PEFT is compatible. Args: version (`str`): The version of PEFT to check against.

Args: Compares a library version to some requirement using a given operation. library_or_version (`str` or `packaging.version.Version

r""" Enable tiled VAE decoding. When this option is enabled, the VAE will split the input tensor into tiles to compute decoding and en

r""" Enable sliced VAE decoding. When this option is enabled, the VAE will split the input tensor in slices to compute decoding in sev

Encode an event to an index.

r""" Encodes the prompt into text encoder hidden states. Args: prompt (`str` or `List[str]`, *optional*):

Expand a tensor or array to a specified number of images.

Finds a rectangular region that contains all masked ares in an image, and expands region to match the aspect ratio of the original im

Gets the current list of all available adapters in the pipeline.

Return a logger with the specified name. This function is not supposed to be directly accessed unless you are writing a custom diffusers mod