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shivamshrirao
GitHub Repository: shivamshrirao/diffusers
 Path: blob/main/docs/source/en/_toctree.yml
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- sections:

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  - local: index

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    title: �� Diffusers

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  - local: quicktour

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    title: Quicktour

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  - local: stable_diffusion

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    title: Stable Diffusion

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  - local: installation

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    title: Installation

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  title: Get started

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- sections:

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  - local: tutorials/tutorial_overview

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    title: Overview

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  - local: using-diffusers/write_own_pipeline

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    title: Understanding models and schedulers

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  - local: tutorials/basic_training

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    title: Train a diffusion model

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  title: Tutorials

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- sections:

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  - sections:

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    - local: using-diffusers/loading_overview

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      title: Overview

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    - local: using-diffusers/loading

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      title: Load pipelines, models, and schedulers

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    - local: using-diffusers/schedulers

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      title: Load and compare different schedulers

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    - local: using-diffusers/custom_pipeline_overview

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      title: Load and add custom pipelines

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    - local: using-diffusers/kerascv

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      title: Load KerasCV Stable Diffusion checkpoints

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    title: Loading & Hub

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  - sections:

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    - local: using-diffusers/pipeline_overview

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      title: Overview

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    - local: using-diffusers/unconditional_image_generation

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      title: Unconditional image generation

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    - local: using-diffusers/conditional_image_generation

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      title: Text-to-image generation

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    - local: using-diffusers/img2img

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      title: Text-guided image-to-image

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    - local: using-diffusers/inpaint

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      title: Text-guided image-inpainting

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    - local: using-diffusers/depth2img

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      title: Text-guided depth-to-image

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    - local: using-diffusers/reusing_seeds

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      title: Improve image quality with deterministic generation

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    - local: using-diffusers/reproducibility

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      title: Create reproducible pipelines

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    - local: using-diffusers/custom_pipeline_examples

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      title: Community Pipelines

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    - local: using-diffusers/contribute_pipeline

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      title: How to contribute a Pipeline

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    - local: using-diffusers/using_safetensors

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      title: Using safetensors

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    - local: using-diffusers/weighted_prompts

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      title: Weighting Prompts

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    title: Pipelines for Inference

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  - sections:

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    - local: training/overview

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      title: Overview

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    - local: training/unconditional_training

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      title: Unconditional image generation

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    - local: training/text_inversion

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      title: Textual Inversion

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    - local: training/dreambooth

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      title: DreamBooth

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    - local: training/text2image

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      title: Text-to-image

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    - local: training/lora

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      title: Low-Rank Adaptation of Large Language Models (LoRA)

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    - local: training/controlnet

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      title: ControlNet

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    - local: training/instructpix2pix

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      title: InstructPix2Pix Training

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    title: Training

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  - sections:

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    - local: using-diffusers/rl

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      title: Reinforcement Learning

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    - local: using-diffusers/audio

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      title: Audio

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    - local: using-diffusers/other-modalities

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      title: Other Modalities

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    title: Taking Diffusers Beyond Images

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  title: Using Diffusers

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- sections:

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  - local: optimization/opt_overview

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    title: Overview

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  - local: optimization/fp16

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    title: Memory and Speed

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  - local: optimization/torch2.0

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    title: Torch2.0 support

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  - local: optimization/xformers

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    title: xFormers

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  - local: optimization/onnx

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    title: ONNX

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  - local: optimization/open_vino

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    title: OpenVINO

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  - local: optimization/mps

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    title: MPS

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  - local: optimization/habana

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    title: Habana Gaudi

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  title: Optimization/Special Hardware

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- sections:

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  - local: conceptual/philosophy

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    title: Philosophy

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  - local: using-diffusers/controlling_generation

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    title: Controlled generation

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  - local: conceptual/contribution

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    title: How to contribute?

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  - local: conceptual/ethical_guidelines

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    title: Diffusers' Ethical Guidelines

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  - local: conceptual/evaluation

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    title: Evaluating Diffusion Models

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  title: Conceptual Guides

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- sections:

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  - sections:

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    - local: api/models

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      title: Models

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    - local: api/diffusion_pipeline

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      title: Diffusion Pipeline

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    - local: api/logging

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      title: Logging

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    - local: api/configuration

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      title: Configuration

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    - local: api/outputs

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      title: Outputs

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    - local: api/loaders

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      title: Loaders

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    title: Main Classes

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  - sections:

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    - local: api/pipelines/overview

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      title: Overview

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    - local: api/pipelines/alt_diffusion

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      title: AltDiffusion

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    - local: api/pipelines/audio_diffusion

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      title: Audio Diffusion

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    - local: api/pipelines/audioldm

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      title: AudioLDM

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    - local: api/pipelines/cycle_diffusion

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      title: Cycle Diffusion

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    - local: api/pipelines/dance_diffusion

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      title: Dance Diffusion

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    - local: api/pipelines/ddim

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      title: DDIM

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    - local: api/pipelines/ddpm

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      title: DDPM

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    - local: api/pipelines/dit

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      title: DiT

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    - local: api/pipelines/latent_diffusion

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      title: Latent Diffusion

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    - local: api/pipelines/paint_by_example

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      title: PaintByExample

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    - local: api/pipelines/pndm

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      title: PNDM

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    - local: api/pipelines/repaint

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      title: RePaint

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    - local: api/pipelines/stable_diffusion_safe

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      title: Safe Stable Diffusion

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    - local: api/pipelines/score_sde_ve

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      title: Score SDE VE

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    - local: api/pipelines/semantic_stable_diffusion

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      title: Semantic Guidance

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    - local: api/pipelines/spectrogram_diffusion

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      title: "Spectrogram Diffusion"

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    - sections:

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      - local: api/pipelines/stable_diffusion/overview

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        title: Overview

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      - local: api/pipelines/stable_diffusion/text2img

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        title: Text-to-Image

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      - local: api/pipelines/stable_diffusion/img2img

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        title: Image-to-Image

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      - local: api/pipelines/stable_diffusion/inpaint

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        title: Inpaint

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      - local: api/pipelines/stable_diffusion/depth2img

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        title: Depth-to-Image

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      - local: api/pipelines/stable_diffusion/image_variation

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        title: Image-Variation

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      - local: api/pipelines/stable_diffusion/upscale

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        title: Super-Resolution

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      - local: api/pipelines/stable_diffusion/latent_upscale

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        title: Stable-Diffusion-Latent-Upscaler

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      - local: api/pipelines/stable_diffusion/pix2pix

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        title: InstructPix2Pix

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      - local: api/pipelines/stable_diffusion/attend_and_excite

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        title: Attend and Excite

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      - local: api/pipelines/stable_diffusion/pix2pix_zero

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        title: Pix2Pix Zero

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      - local: api/pipelines/stable_diffusion/self_attention_guidance

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        title: Self-Attention Guidance

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      - local: api/pipelines/stable_diffusion/panorama

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        title: MultiDiffusion Panorama

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      - local: api/pipelines/stable_diffusion/controlnet

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        title: Text-to-Image Generation with ControlNet Conditioning

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      - local: api/pipelines/stable_diffusion/model_editing

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        title: Text-to-Image Model Editing

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      title: Stable Diffusion

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    - local: api/pipelines/stable_diffusion_2

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      title: Stable Diffusion 2

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    - local: api/pipelines/stable_unclip

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      title: Stable unCLIP

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    - local: api/pipelines/stochastic_karras_ve

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      title: Stochastic Karras VE

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    - local: api/pipelines/text_to_video

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      title: Text-to-Video

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    - local: api/pipelines/unclip

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      title: UnCLIP

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    - local: api/pipelines/latent_diffusion_uncond

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      title: Unconditional Latent Diffusion

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    - local: api/pipelines/versatile_diffusion

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      title: Versatile Diffusion

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    - local: api/pipelines/vq_diffusion

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      title: VQ Diffusion

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    title: Pipelines

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  - sections:

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    - local: api/schedulers/overview

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      title: Overview

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    - local: api/schedulers/ddim

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      title: DDIM

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    - local: api/schedulers/ddim_inverse

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      title: DDIMInverse

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    - local: api/schedulers/ddpm

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      title: DDPM

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    - local: api/schedulers/deis

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      title: DEIS

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    - local: api/schedulers/dpm_discrete

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      title: DPM Discrete Scheduler

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    - local: api/schedulers/dpm_discrete_ancestral

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      title: DPM Discrete Scheduler with ancestral sampling

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    - local: api/schedulers/euler_ancestral

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      title: Euler Ancestral Scheduler

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    - local: api/schedulers/euler

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      title: Euler scheduler

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    - local: api/schedulers/heun

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      title: Heun Scheduler

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    - local: api/schedulers/ipndm

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      title: IPNDM

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    - local: api/schedulers/lms_discrete

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      title: Linear Multistep

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    - local: api/schedulers/multistep_dpm_solver

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      title: Multistep DPM-Solver

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    - local: api/schedulers/pndm

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      title: PNDM

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    - local: api/schedulers/repaint

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      title: RePaint Scheduler

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    - local: api/schedulers/singlestep_dpm_solver

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      title: Singlestep DPM-Solver

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    - local: api/schedulers/stochastic_karras_ve

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      title: Stochastic Kerras VE

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    - local: api/schedulers/unipc

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      title: UniPCMultistepScheduler

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    - local: api/schedulers/score_sde_ve

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      title: VE-SDE

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    - local: api/schedulers/score_sde_vp

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      title: VP-SDE

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    - local: api/schedulers/vq_diffusion

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      title: VQDiffusionScheduler

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    title: Schedulers

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  - sections:

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    - local: api/experimental/rl

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      title: RL Planning

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    title: Experimental Features

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  title: API

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