comfyui-lopi999-nodes
Utility nodes for some randomness in your workflows, like random latent sizes. A few modifications to a few existing nodes, includes nodes for sampler and model parameters. Also includes two schedulers and four samplers that can be used with any KSampler node.
Nodes (21)
Ten prompt slots with weighted random picks, for artist-mix chaos
A switch that doesn't care what you throw at it
Darken shadows, midtones, and highlights like Krita's burn tool
Join strings with a prefix AND a counter, not just a delimiter
Pull a random tagged image straight off Danbooru
Telling your workflow when something silently vanished
Krita's color-correction trio, as one ComfyUI node
Flip your numbers' sign, conditionally or not
Paste a list, get one random line
Turn a base64 blob back into playable audio
An empty latent picker built for the Lumina-Image family
Tell a loader what to load, and save the same names to metadata
Turn your sampler settings into a string your metadata actually wants
Coin flip with a +n bonus for your automation
Random numbers that cluster around a value, not every value equally
Random SDXL sizes, done right
Round floats the way a schoolchild would, not the way a banker would
A better empty latent picker than the one the ecosystem abandoned
Stop guessing how many CLIP tokens your prompt eats
A custom noise schedule that wants to be the 'other Beta'
A noise schedule that spends most steps on detail
comfyui-lopi999-nodes
In general, this is a sort of "general purpose" node suite, with some unique nodes and some modified nodes. This suite adds two schedulers and four samplers to the default Comfy scheduler and sampler lists. The samplers added are extsig modifications to the Euler samplers, which cause them to spend more time in lower sigmas, increasing detail. The two schedulers are covered in more depth later in this README.
Nodes
Image Nodes
These two nodes are based on the burn and HSV treatment functions provided by Krita. Good for some post-processing after generating an image.
Logic Nodes
Does Exist
Returns a boolean value based on whether or not a given output actually exists or not. Useful for adding some logic if a node is bypassed in a workflow.
Invert Sign
Takes an int and/or a float, and inverts their sign if the mode's condition is met.
Round Float
Receives a float, and rounds it to the given number of decimal places. Uses "standard" rounding, not banker's rounding or truncating.
Random Nodes
Random Boolean
Straightforward and simple, just generates a True or a False randomly each time. Contains an int output with a selectable range of +n for some added modularity.
Random Normal Distribution
All current random number generators for Comfy really only give uniform distributions. Why not normal distributions as well? Useful for a more "controlled" randomness in large batches.
Random SDXL Latent Size
This node is sort of the one that started this collection of nodes. It is a fairly straightforward node based heavily on the Empty Latent Picker node from ComfyUI_essentials. Most of the functions are pretty self-explanitory. Landscape and portrait resolutions can either be included or excluded, and one can define what the minimum landscape and the maximum landscape resolutions should be.
Schedulers
Adds two schedulers, Zipf Linear and Zeta. Zipf Linear is really designed to be good for a "flat" look, as it drops heavily down towards low sigmas after only a few steps. Zeta is meant to be a sort of "alternative" to Beta, they work on different distribution types, but overall Zeta appears to have good color depth.
Both schedulers have a linear drift that goes from high to low x.
String Nodes
Advanced Text Switch
Take the text switch node, and use built-in multiline textboxes instead of text inputs, allow for easy randomization and concatenation, and you get the Advanced Text Switch node. Technically should have code to hide textboxes that aren't in use but I guess I wasn't able to get the whale to properly code that in. Otherwise, it is perfectly functional, helps trim down on node counts when using multiple text inputs, and allows for easy randomization. Perfect for switching around artist mixes at random if using Illu/NoobAI models.
Concatenate With Prefix
Most concatenation nodes only let you specify a delimiter. Why not a prefix as well? Effortlessly prefixes nodes as well as delimits, with the added ability to have a dynamic counter for the prefix.
List Wildcard
Intended to be a dead-simple wildcard node that just takes a separator and makes a list out of a given string, and randomly selects an item from the list.
Parameters to String
Takes some sampler parameters, and converts it into a string. Useful for the extra info input for the Prompt Saver Node if using more than one ksampler.
Etc.
Model Parameters
This does require a bit of explaining. ComfyUI cannot output a tuple to a tuple input unless if both tuples are 1:1. If the tuple is different by even one element, it will refuse to work. I don't know why this is, but it means that there needs to be four outputs to this thing because loaders may expect to have a tuple that contains "None" for the model tuple and "Baked VAE" for the VAE tuple, while nodes like rgthree's context and SD Prompt Saver do not want those.
This was about the best implementation I could come up with. It allows for both specifying what model a loader should load, and then saving it to metadata.
SDXL Empty Latent Size Picker v2
Credits to cubiq for this. Since the essentials suite is pretty much near-abandoned, I still wanted to make an adjustment to the original emtpy latent size picker node. This has much more resolutions to choose from, a resolution multiplier, and the ability to swap resolutions as just a convenience feature.
Token Counter
Credits to pamparamm for the original code provided here. The current code for ppm's CLIP Token Counter has issues with... just giving a simple, straightforward output. This is based on the old code for that node, with two very slight modifications:
- String is now a forced input instead of a multiline string being built into the node
- The node can now output an int as well as a string, useful for manipulation if needed.
NOTE: Only works for SD1.5 and SDXL CLIP outputs.