latentblending/parameters.md

Gradio Parameters

depth_strength

• Determines when the blending process will begin in terms of diffusion steps.
• A value close to zero results in more creative and intricate outcomes, but may also introduce additional objects and motion.
• A value closer to one indicates a simpler alpha blending.

branch1_crossfeed_power

• Controls the level of cross-feeding between the first and last image branch. This allows to preserve structures from the first image.
• A value of 0.0 disables crossfeeding.
• A value of 1.0 fully copies the latents from the first branch to the last.

branch1_crossfeed_range

• Sets the duration of active crossfeed during development. High values enforce strong structural similarity.
• The value x ranges from [0,1], and the crossfeeding is deactivated after x*num_inference_steps steps

branch1_crossfeed_decay

• Sets decay for branch1_crossfeed_power. Lower values make the decay stronger across the range
• The value x ranges from [0,1], and the branch1_crossfeed_power is decreased until the end of the branch1_crossfeed_range to a value of x*branch1_crossfeed_power

parental_crossfeed_power

Similar to branch1_crossfeed_power, however applied for the images withinin the transition.

parental_crossfeed_range

Similar to branch1_crossfeed_range, however applied for the images withinin the transition.

parental_crossfeed_power_decay

Similar to branch1_crossfeed_decay, however applied for the images withinin the transition.

guidance_scale

• Higher guidance scale encourages the creation of images that are closely aligned with the text.
• Lower values are recommended for the best results in latent blending.

guidance_scale_mid_damper

• Decreases the guidance scale in the middle of a transition.
• A value of 1 maintains a constant guidance scale.
• A value of 0 decreases the guidance scale to 1 at the midpoint of the transition.

num_inference_steps

• Determines the quality of the results.
• Higher values improve the outcome, but also require more computation time.

nmb_trans_images

• Final number of images computed in the last branch of the tree.
• Higher values give better results but require more computation time.