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Wan 2.1 Vace Batched video to video

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Description

This works similar to my extend flow

https://openart.ai/workflows/rocky533/wan-21-vace-extensions-image-or-ref-to-video/wCOmLvDk0XE7ChtodMop

But this loops batches.


Seed change between videos or you will get problems.  Prompts can stick and bleed if you dont change seeds.  Can show up as openpose overlay on output as well.

This is an attempt to allow longer videos via vace.

This uses a for loop to batch and loop through batches for video to video

This generates control videos and masks to extend videos via looping.

Allows changing prompts for the loops.


This should not be hard to follow but it does some complex stuff you may need to learn.

This can use 1.3b or 14b vace models.  

4-12 steps.


Let me know any errors as testing this was a chore.

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  • - latest (6 months ago)

Primitive Nodes (152)

Any Switch (rgthree) (6)

DepthAnythingV2Preprocessor (1)

Display Int (rgthree) (7)

Fast Groups Bypasser (rgthree) (11)

Fast Groups Muter (rgthree) (2)

GetNode (50)

Image Batch To Sublist (mtb) (1)

ImagePadKJ (1)

ImageResizeKJv2 (8)

Lora Loader Stack (rgthree) (1)

ModelSamplingSD3 (1)

Note (19)

PrimitiveNode (6)

ReActorUnload (1)

Reroute (2)

SetNode (23)

TrimVideoLatent (2)

UnetLoaderGGUF (1)

UnetLoaderGGUFDisTorchMultiGPU (1)

WanVaceToVideo (2)

WanVideoNAG (2)

easy forLoopEnd (1)

easy forLoopStart (1)

easy ifElse (2)

Custom Nodes (143)

Comfyroll Studio

  • - CR Image Input Switch (4)

ComfyUI

  • - CLIPTextEncode (3)

  • - VAEDecode (2)

  • - CLIPLoader (1)

  • - LoraLoaderModelOnly (3)

  • - ImageFromBatch (9)

  • - VAELoader (1)

  • - EmptyImage (3)

  • - ImageBatch (4)

  • - ImageBlend (2)

  • - LoadImage (2)

  • - PreviewImage (5)

  • - MaskToImage (2)

  • - RebatchImages (1)

  • - UpscaleModelLoader (1)

  • - ImageScaleBy (1)

  • - UNETLoader (1)

  • - KSamplerAdvanced (2)

  • - easy compare (2)

  • - easy textSwitch (2)

  • - GetImageSize+ (1)

  • - SimpleMath+ (12)

  • - RIFE VFI (1)

  • - FILM VFI (1)

  • - PreviewBridge (2)

  • - MediaPipe-FaceMeshPreprocessor (1)

  • - OpenposePreprocessor (1)

  • - DWPreprocessor (1)

  • - LineArtPreprocessor (2)

  • - VHS_VideoCombine (8)

  • - VHS_DuplicateImages (6)

  • - VHS_VideoInfoLoaded (1)

  • - VHS_LoadVideoPath (1)

  • - ImageUpscaleWithModelBatched (1)

  • - GetImageSizeAndCount (8)

  • - ResizeMask (2)

  • - FloatConstant (1)

  • - MaskBatchMulti (2)

  • - ColorMatch (1)

  • - INTConstant (7)

  • - ImageConcanate (1)

  • - StringConstantMultiline (3)

  • - VRAM_Debug (1)

  • - Change Channel Count (10)

  • - Image To Mask (4)

  • - Cut By Mask (2)

  • - ShowText|pysssss (1)

  • - MathExpression|pysssss (3)

  • - ReActorRestoreFace (2)

  • - Image Rembg (Remove Background) (2)

  • - Image Bounds (1)

  • - Bounded Image Crop (1)

  • - Inset Image Bounds (1)

Checkpoints (0)

LoRAs (4)

wan\Wan2.1-T2V-1.3B-Self-Forcing-DMD-FP16-LoRA-Rank32.safetensors

wan\Wan21_T2V_14B_lightx2v_cfg_step_distill_lora_rank32.safetensors

wan\control\Wan21_AccVid_T2V_14B_lora_rank32_fp16.safetensors

wan\t2v\T2V-jiggle_tits-14b.safetensors