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ComfyUI-Keyframed

🚧 Work In Progress 🚧 - ComfyUI nodes to facilitate value keyframing by providing an interface for using keyframed in ComfyUI workflows.

Similar project you might find more convenient for certain use cases https://github.com/FizzleDorf/ComfyUI_FizzNodes

Overview

Philosophy

  • Treat curves/schedules and keyframes as objects that can be passed around, plugged and unplugged, interchanged, and manipulated atomically.
  • Leverage nodes to facilitate modularity and flexibility.
  • Facilitate fast iteration
  • Provide convenience functions for most common use cases, and also low-leverl operators capable of reproducing the behavior of those convenience functions to permit user customization in "node space".

Starter Workflows

Prompt Scheduling

Prompt Scheduling

This one is probably why you are here. This workflow demonstrates how to use the keyframed/schedule nodes to achieve similar behavior as FizzNodes' PromptSchedule node, but implemented differently.

This schedule is essentailly a normal AnimateDiff workflow where several nodes have replaced the normal conditioning setup. Rather than a single CLIP Text Encode node, we can have multiple prompts which transition sequentially over time. For documentation detailing how this workflow works, see the Nodes > Scheduling section below.

Prompt Interleaving (aka Prompt Entanglement, aka Prompt Superposition)

Prompt Entanglement

Which is the node equivalent for achieving this type of thing

Simple Curved Parameter

Simple Curved Parameter

Multi-Prompt Transition With Manually Specified Curves

Manual Prompt Transition

Nodes

Curve Constructors

Curve From String

Curve From String

Curve From YAML

Curve From YAML

Constant-Valued Curve

Curve From YAML

Entangled Curves

Entangled Curves

Curve Operators

Evaluate Curve At T

Evaluate Curve At T

Apply Curve To Conditioning

Apply Curve To Conditioning

Add Conditions

Apply Curve To Conditioning

Curve Arithmetic Operators

Curve Arithmetic

NB: the division operator is unreliable at the time of this writing (2023-12-09).

Scheduling

Keyframed Condition

Keyframed Condition

Set Keyframe

Set Keyframe

Evaluate Schedule

Evaluate Schedule

S
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