Diffusers documentation
TODO
Get started
Tutorials
Using Diffusers
Loading & Hub
OverviewLoad pipelines, models, and schedulersLoad and compare different schedulersLoad community pipelinesLoad KerasCV Stable Diffusion checkpoints
Pipelines for Inference
OverviewUnconditional image generationText-to-image generationText-guided image-to-imageText-guided image-inpaintingText-guided depth-to-imageImprove image quality with deterministic generationCreate reproducible pipelinesCommunity pipelinesHow to contribute a community pipelineUsing safetensorsStable Diffusion in JAX/FlaxWeighting Prompts
Training
OverviewUnconditional image generationTextual InversionDreamBoothText-to-imageLow-Rank Adaptation of Large Language Models (LoRA)ControlNetInstructPix2Pix TrainingCustom Diffusion
Taking Diffusers Beyond Images
Optimization/Special Hardware
Conceptual Guides
PhilosophyControlled generationHow to contribute?Diffusers' Ethical GuidelinesEvaluating Diffusion Models
API
Main Classes
Pipelines
OverviewAltDiffusionAudio DiffusionAudioLDMCycle DiffusionDance DiffusionDDIMDDPMDiTIFLatent DiffusionPaintByExamplePNDMRePaintSafe Stable DiffusionScore SDE VESemantic GuidanceSpectrogram Diffusion
Stable Diffusion
OverviewText-to-ImageImage-to-ImageInpaintDepth-to-ImageImage-VariationSuper-ResolutionStable-Diffusion-Latent-UpscalerInstructPix2PixAttend and ExcitePix2Pix ZeroSelf-Attention GuidanceMultiDiffusion PanoramaText-to-Image Generation with ControlNet ConditioningText-to-Image Model Editing
Stable Diffusion 2Stable unCLIPStochastic Karras VEText-to-VideoText-to-Video ZeroUnCLIPUnconditional Latent DiffusionVersatile DiffusionVQ DiffusionSchedulers
OverviewDDIMDDIMInverseDDPMDEISDPM Discrete SchedulerDPM Discrete Scheduler with ancestral samplingEuler Ancestral SchedulerEuler schedulerHeun SchedulerIPNDMLinear MultistepMultistep DPM-SolverPNDMRePaint SchedulerSinglestep DPM-SolverStochastic Kerras VEUniPCMultistepSchedulerVE-SDEVP-SDEVQDiffusionScheduler
Experimental Features
You are viewing v0.16.0 version. A newer version v0.38.0 is available.