PRX pixel pipeline

docs/source/en/_toctree.yml

@@ -22,6 +22,8 @@
     title: Reproducibility
   - local: using-diffusers/schedulers
     title: Schedulers
+  - local: using-diffusers/guiders
+    title: Guiders
   - local: using-diffusers/automodel
     title: AutoModel
   - local: using-diffusers/other-formats
@@ -110,8 +112,8 @@
     title: ModularPipeline
   - local: modular_diffusers/components_manager
     title: ComponentsManager
-  - local: modular_diffusers/guiders
-    title: Guiders
+  - local: modular_diffusers/auto_docstring
+    title: Auto docstring and parameter templates
   - local: modular_diffusers/custom_blocks
     title: Building Custom Blocks
   - local: modular_diffusers/mellon
@@ -161,6 +163,8 @@
     - local: training/ddpo
       title: Reinforcement learning training with DDPO
     title: Methods
+  - local: training/nemo_automodel
+    title: NeMo Automodel
   title: Training
 - isExpanded: false
   sections:
@@ -192,33 +196,6 @@
   - local: optimization/neuron
     title: AWS Neuron
   title: Model accelerators and hardware
-- isExpanded: false
-  sections:
-  - local: using-diffusers/consisid
-    title: ConsisID
-  - local: using-diffusers/sdxl
-    title: Stable Diffusion XL
-  - local: using-diffusers/sdxl_turbo
-    title: SDXL Turbo
-  - local: using-diffusers/kandinsky
-    title: Kandinsky
-  - local: using-diffusers/omnigen
-    title: OmniGen
-  - local: using-diffusers/pag
-    title: PAG
-  - local: using-diffusers/inference_with_lcm
-    title: Latent Consistency Model
-  - local: using-diffusers/shap-e
-    title: Shap-E
-  - local: using-diffusers/diffedit
-    title: DiffEdit
-  - local: using-diffusers/inference_with_tcd_lora
-    title: Trajectory Consistency Distillation-LoRA
-  - local: using-diffusers/svd
-    title: Stable Video Diffusion
-  - local: using-diffusers/marigold_usage
-    title: Marigold Computer Vision
-  title: Specific pipeline examples
 - isExpanded: false
   sections:
   - sections:
@@ -318,8 +295,14 @@
         title: SparseControlNetModel
       title: ControlNets
     - sections:
+      - local: api/models/ace_step_transformer
+        title: AceStepTransformer1DModel
       - local: api/models/allegro_transformer3d
         title: AllegroTransformer3DModel
+      - local: api/models/anyflow_far_transformer3d
+        title: AnyFlowFARTransformer3DModel
+      - local: api/models/anyflow_transformer3d
+        title: AnyFlowTransformer3DModel
       - local: api/models/aura_flow_transformer2d
         title: AuraFlowTransformer2DModel
       - local: api/models/transformer_bria_fibo
@@ -338,18 +321,24 @@
         title: CogView4Transformer2DModel
       - local: api/models/consisid_transformer3d
         title: ConsisIDTransformer3DModel
+      - local: api/models/cosmos3_omni_transformer
+        title: Cosmos3OmniTransformer
       - local: api/models/cosmos_transformer3d
         title: CosmosTransformer3DModel
       - local: api/models/dit_transformer2d
         title: DiTTransformer2DModel
       - local: api/models/easyanimate_transformer3d
         title: EasyAnimateTransformer3DModel
+      - local: api/models/ernie_image_transformer2d
+        title: ErnieImageTransformer2DModel
       - local: api/models/flux2_transformer
         title: Flux2Transformer2DModel
       - local: api/models/flux_transformer
         title: FluxTransformer2DModel
       - local: api/models/glm_image_transformer2d
         title: GlmImageTransformer2DModel
+      - local: api/models/helios_transformer3d
+        title: HeliosTransformer3DModel
       - local: api/models/hidream_image_transformer
         title: HiDreamImageTransformer2DModel
       - local: api/models/hunyuan_transformer2d
@@ -360,6 +349,10 @@
         title: HunyuanVideo15Transformer3DModel
       - local: api/models/hunyuan_video_transformer_3d
         title: HunyuanVideoTransformer3DModel
+      - local: api/models/ideogram4_transformer2d
+        title: Ideogram4Transformer2DModel
+      - local: api/models/transformer_joyimage
+        title: JoyImageEditTransformer3DModel
       - local: api/models/latte_transformer3d
         title: LatteTransformer3DModel
       - local: api/models/longcat_image_transformer2d
@@ -374,6 +367,8 @@
         title: LuminaNextDiT2DModel
       - local: api/models/mochi_transformer3d
         title: MochiTransformer3DModel
+      - local: api/models/motif_video_transformer_3d
+        title: MotifVideoTransformer3DModel
       - local: api/models/omnigen_transformer
         title: OmniGenTransformer2DModel
       - local: api/models/ovisimage_transformer2d
@@ -442,6 +437,10 @@
         title: AutoencoderKLHunyuanVideo
       - local: api/models/autoencoder_kl_hunyuan_video15
         title: AutoencoderKLHunyuanVideo15
+      - local: api/models/autoencoder_kl_kvae
+        title: AutoencoderKLKVAE
+      - local: api/models/autoencoder_kl_kvae_video
+        title: AutoencoderKLKVAEVideo
       - local: api/models/autoencoderkl_audio_ltx_2
         title: AutoencoderKLLTX2Audio
       - local: api/models/autoencoderkl_ltx_2
@@ -456,6 +455,8 @@
         title: AutoencoderKLQwenImage
       - local: api/models/autoencoder_kl_wan
         title: AutoencoderKLWan
+      - local: api/models/autoencoder_rae
+        title: AutoencoderRAE
       - local: api/models/consistency_decoder_vae
         title: ConsistencyDecoderVAE
       - local: api/models/autoencoder_oobleck
@@ -472,28 +473,22 @@
     - local: api/pipelines/auto_pipeline
       title: AutoPipeline
     - sections:
-      - local: api/pipelines/audioldm
-        title: AudioLDM
+      - local: api/pipelines/ace_step
+        title: ACE-Step
       - local: api/pipelines/audioldm2
         title: AudioLDM 2
-      - local: api/pipelines/dance_diffusion
-        title: Dance Diffusion
-      - local: api/pipelines/musicldm
-        title: MusicLDM
+      - local: api/pipelines/longcat_audio_dit
+        title: LongCat-AudioDiT
       - local: api/pipelines/stable_audio
         title: Stable Audio
       title: Audio
     - sections:
-      - local: api/pipelines/amused
-        title: aMUSEd
+      - local: api/pipelines/anima
+        title: Anima
       - local: api/pipelines/animatediff
         title: AnimateDiff
-      - local: api/pipelines/attend_and_excite
-        title: Attend-and-Excite
       - local: api/pipelines/aura_flow
         title: AuraFlow
-      - local: api/pipelines/blip_diffusion
-        title: BLIP-Diffusion
       - local: api/pipelines/bria_3_2
         title: Bria 3.2
       - local: api/pipelines/bria_fibo
@@ -520,26 +515,20 @@
         title: ControlNet with Stable Diffusion XL
       - local: api/pipelines/controlnet_sana
         title: ControlNet-Sana
-      - local: api/pipelines/controlnetxs
-        title: ControlNet-XS
-      - local: api/pipelines/controlnetxs_sdxl
-        title: ControlNet-XS with Stable Diffusion XL
       - local: api/pipelines/controlnet_union
         title: ControlNetUnion
-      - local: api/pipelines/cosmos
-        title: Cosmos
       - local: api/pipelines/ddim
         title: DDIM
       - local: api/pipelines/ddpm
         title: DDPM
       - local: api/pipelines/deepfloyd_if
         title: DeepFloyd IF
-      - local: api/pipelines/diffedit
-        title: DiffEdit
       - local: api/pipelines/dit
         title: DiT
       - local: api/pipelines/easyanimate
         title: EasyAnimate
+      - local: api/pipelines/ernie_image
+        title: ERNIE-Image
       - local: api/pipelines/flux
         title: Flux
       - local: api/pipelines/flux2
@@ -554,8 +543,12 @@
         title: Hunyuan-DiT
       - local: api/pipelines/hunyuanimage21
         title: HunyuanImage2.1
+      - local: api/pipelines/ideogram4
+        title: Ideogram 4
       - local: api/pipelines/pix2pix
         title: InstructPix2Pix
+      - local: api/pipelines/joyimage_edit
+        title: JoyImage Edit
       - local: api/pipelines/kandinsky
         title: Kandinsky 2.1
       - local: api/pipelines/kandinsky_v22
@@ -580,22 +573,22 @@
         title: Lumina-T2X
       - local: api/pipelines/marigold
         title: Marigold
-      - local: api/pipelines/panorama
-        title: MultiDiffusion
+      - local: api/pipelines/nucleusmoe_image
+        title: NucleusMoE-Image
       - local: api/pipelines/omnigen
         title: OmniGen
       - local: api/pipelines/ovis_image
         title: Ovis-Image
       - local: api/pipelines/pag
         title: PAG
-      - local: api/pipelines/paint_by_example
-        title: Paint by Example
       - local: api/pipelines/pixart
         title: PixArt-α
       - local: api/pipelines/pixart_sigma
         title: PixArt-Σ
       - local: api/pipelines/prx
         title: PRX
+      - local: api/pipelines/prx_pixel
+        title: PRX Pixel
       - local: api/pipelines/qwenimage
         title: QwenImage
       - local: api/pipelines/sana
@@ -604,10 +597,6 @@
         title: Sana Sprint
       - local: api/pipelines/sana_video
         title: Sana Video
-      - local: api/pipelines/self_attention_guidance
-        title: Self-Attention Guidance
-      - local: api/pipelines/semantic_stable_diffusion
-        title: Semantic Guidance
       - local: api/pipelines/shap_e
         title: Shap-E
       - local: api/pipelines/stable_cascade
@@ -617,23 +606,14 @@
           title: Overview
         - local: api/pipelines/stable_diffusion/depth2img
           title: Depth-to-image
-        - local: api/pipelines/stable_diffusion/gligen
-          title: GLIGEN (Grounded Language-to-Image Generation)
         - local: api/pipelines/stable_diffusion/image_variation
           title: Image variation
         - local: api/pipelines/stable_diffusion/img2img
           title: Image-to-image
         - local: api/pipelines/stable_diffusion/inpaint
           title: Inpainting
-        - local: api/pipelines/stable_diffusion/k_diffusion
-          title: K-Diffusion
         - local: api/pipelines/stable_diffusion/latent_upscale
           title: Latent upscaler
-        - local: api/pipelines/stable_diffusion/ldm3d_diffusion
-          title: LDM3D Text-to-(RGB, Depth), Text-to-(RGB-pano, Depth-pano), LDM3D
-            Upscaler
-        - local: api/pipelines/stable_diffusion/stable_diffusion_safe
-          title: Safe Stable Diffusion
         - local: api/pipelines/stable_diffusion/sdxl_turbo
           title: SDXL Turbo
         - local: api/pipelines/stable_diffusion/stable_diffusion_2
@@ -651,36 +631,40 @@
         title: Stable Diffusion
       - local: api/pipelines/stable_unclip
         title: Stable unCLIP
-      - local: api/pipelines/unclip
-        title: unCLIP
-      - local: api/pipelines/unidiffuser
-        title: UniDiffuser
       - local: api/pipelines/value_guided_sampling
         title: Value-guided sampling
       - local: api/pipelines/visualcloze
         title: VisualCloze
-      - local: api/pipelines/wuerstchen
-        title: Wuerstchen
       - local: api/pipelines/z_image
         title: Z-Image
       title: Image
+    - sections:
+      - local: api/pipelines/llada2
+        title: LLaDA2
+      title: Text
     - sections:
       - local: api/pipelines/allegro
         title: Allegro
+      - local: api/pipelines/anyflow
+        title: AnyFlow
       - local: api/pipelines/chronoedit
         title: ChronoEdit
       - local: api/pipelines/cogvideox
         title: CogVideoX
       - local: api/pipelines/consisid
         title: ConsisID
+      - local: api/pipelines/cosmos
+        title: Cosmos
+      - local: api/pipelines/cosmos3
+        title: Cosmos3
       - local: api/pipelines/framepack
         title: Framepack
+      - local: api/pipelines/helios
+        title: Helios
       - local: api/pipelines/hunyuan_video
         title: HunyuanVideo
       - local: api/pipelines/hunyuan_video15
         title: HunyuanVideo1.5
-      - local: api/pipelines/i2vgenxl
-        title: I2VGen-XL
       - local: api/pipelines/kandinsky5_video
         title: Kandinsky 5.0 Video
       - local: api/pipelines/latte
@@ -691,23 +675,21 @@
         title: LTXVideo
       - local: api/pipelines/mochi
         title: Mochi
-      - local: api/pipelines/pia
-        title: Personalized Image Animator (PIA)
+      - local: api/pipelines/motif_video
+        title: Motif-Video
       - local: api/pipelines/skyreels_v2
         title: SkyReels-V2
       - local: api/pipelines/stable_diffusion/svd
         title: Stable Video Diffusion
-      - local: api/pipelines/text_to_video
-        title: Text-to-video
-      - local: api/pipelines/text_to_video_zero
-        title: Text2Video-Zero
       - local: api/pipelines/wan
         title: Wan
       title: Video
     title: Pipelines
   - sections:
     - local: api/schedulers/overview
       title: Overview
+    - local: api/schedulers/block_refinement
+      title: BlockRefinementScheduler
     - local: api/schedulers/cm_stochastic_iterative
       title: CMStochasticIterativeScheduler
     - local: api/schedulers/ddim_cogvideox
@@ -742,10 +724,16 @@
       title: EulerAncestralDiscreteScheduler
     - local: api/schedulers/euler
       title: EulerDiscreteScheduler
+    - local: api/schedulers/flow_map_euler_discrete
+      title: FlowMapEulerDiscreteScheduler
     - local: api/schedulers/flow_match_euler_discrete
       title: FlowMatchEulerDiscreteScheduler
     - local: api/schedulers/flow_match_heun_discrete
       title: FlowMatchHeunDiscreteScheduler
+    - local: api/schedulers/helios_dmd
+      title: HeliosDMDScheduler
+    - local: api/schedulers/helios
+      title: HeliosScheduler
     - local: api/schedulers/heun
       title: HeunDiscreteScheduler
     - local: api/schedulers/ipndm