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ComfyUI_TravelSuite_Zho

LatentTravel Node

Travel between different latent spaces using a range of blend and travel modes.

1）How to use：

9b2a5aa4875c678c95da6ffd80fb5512

workflow：Latent_travel_workflow【Zho】.json

note：need CoInput

2）Compare to Conditioning average & Latent composite：

image

workflow：Latent_travel_compare2composite_workflow【Zho】.json

note：need CoInput

3）Differences from original branch：

  • Change BOOL to BOOLEAN (for "reflect_travel", "output_images" and "save_images")
  • Change some names:
    • "write_images" to "save_images"
    • "prefix" to "filename_prefix"

(修改为boolean模式 + 修改参数位置和名称)

Node：

image

Node Inputs

  • A, B: Latent variables needed for the process.
  • vae: VAE (Variational Autoencoder) type, to decode generated latents to tensors.
  • steps: Integer representing the number of steps. This includes the two input latents A and B which will always be the first and last latents. The default value is 5. It should be within the range [0,10000].
  • factor: A floating-point value with a default of 0.5. This value depends on the travel_mode specified
  • blend_mode: Specifies the method used for latent blending: lerp", "slerp", "add", "multiply", "divide", "subtract", "overlay", "hard_light", "soft_light", "screen", "linear_dodge", "difference", "exclusion", "random"
  • travel_mode: Determines the travel interval model:
    • 'linear': linear interpolation
    • 'hinge': takes factor as a cutpoint and splits the steps evenly between above and below the hinge
    • 'circle': steps along the X-axis of a circle
    • 'norm': steps along a normal distribution centered at 0.5. Factor is the gaussian scale factor.
    • 'quadratic', 'cubic', 'quartic': steps along linear space raised to 2, 3, 4 powers.
    • 'geometric': steps along geomspace from 0, 1
  • reflect_travel: whether to reflect travel mode values around the center.
  • output_images: whether to output images. Requires VAE input.
  • save_images: whether to save output images. Requires VAE input.
  • filepath: String for defining the output path for the files. Default path is 'output/travel'.
  • filename_prefix: String for prefixing the generated files. By default, this is 'travel'.

Node Outputs

  • LATENTS: Resulting travel latents. There will be steps latents, and the first and last will be the input A and B.
  • IMAGES: Tensor images, if output_images=True. Requires VAE.
  • FILEPATHS: List of filepaths produced if save_images=True.