SP-Nodes

Turn a checkbox into text

Pull real prompts straight out of CivitAI's gallery

Tune ComfyUI's launch flags without touching the .bat file

Composite a face across a canvas

FaceScatter with randomization actually exposed

Sweep LoRA block weights across Flux's transformer

One fixed block-weight vector for a Flux LoRA

Merge two checkpoints block by block, with controlled randomness

Set, or randomize, one block group's merge ratio

The input-blocks config, now model-aware

Dialing in the merge ratio for SDXL's conditioning block

Merging the U-Net's bottleneck on purpose

The model-aware version of the middle-block merger

Sprinkling noise into a checkpoint's weights

Merging the one layer that actually produces the image

Merging the decoder half of the U-Net

Output-block merging with the model in hand

Replaying a saved merge recipe exactly

Merging the block that tells the model 'how far along' it is

Load whatever image is sitting at a path, on demand

Pull the seed (or anything else) back out of a PNG

Load a LoRA (model + CLIP) from any path on disk

Point LoRA loading at a folder outside ComfyUI's own

Load a LoRA straight from disk, no models/loras folder needed

Faster, smaller previews when you're iterating fast

Click-and-drag prompt editing, wildcards included

One node, two checkpoints, a controlled-randomization merge

Turn any text file into a prompt slot machine

The recipe for scattering copies across a canvas

Combining several scatter recipes into one

A volume knob per transformer block in SD3

Turning individual weight groups up or down inside SD3's MMDiT

Get pinged on Telegram the second your render finishes

Bundle ten arbitrary wires into one

The bigger bundle-everything pipe

The pipe size you'll actually reach for

For when 20 wasn't enough

For control-panel-sized workflows

Bundle five wires into one so your graph stops looking like spaghetti

The biggest pipe in the pack, for when everything needs to travel together

Memoize an expensive node across queue runs, to memory and disk

A boolean gate for whether a key is already cached

Read a cached value without any risk of triggering a recompute

View or clear the SP-Nodes cache without restarting ComfyUI

Save or restore the entire SP-Nodes cache as one joblib file

Forcibly write a value into the SP-Nodes cache, every run

Cache a value once, reuse it until you say otherwise

Save a checkpoint without being forced to bundle CLIP and VAE

Build a cache key that actually changes when your inputs do

A packaged differential-diffusion inpaint step for the SP_PIPE workflow

Print whatever's flowing through a wire without breaking it

Pull one field out of a dict without writing a parser node

A dropdown you build yourself, no custom node required

Auto-caption a whole dataset with Florence-2

A monkey-patch that speeds up FP8 model merging, and knows it's experimental

Unsampling for Flux, packaged as one node

The controlled-forward-ODE settings behind SP-Nodes' unsampling

Dialing in the noising half of a Flux unsample

Hi-res fix, but as one node with its own upscale/sharpen pipeline

The ramp curve behind SP_HiresGen's multi-pass upscale

Which upscale model and how many passes for SP_HiresGen

An unsharp-mask pass for when SP_HiresGen comes out soft

Talk to a local LLM from inside your ComfyUI graph

Stop your local LLM from saying specific words

Fine-tune your local LLM's sampling without leaving ComfyUI

Chat-style calls to a local LLM, with real context

The pipe-based KSampler that also decodes and previews

One dropdown for sampler and scheduler, wired everywhere at once

Bundle up to five arbitrary values into one list

Reload a saved latent from an absolute file path

Pick a checkpoint's filename without loading the model

Grab a text-encoder filename as a string, without loading it

The filename behind your IP-Adapter's vision encoder

Which control model, as a string, not a load

The filename behind a Redux-style reference model

The filename of a standalone diffusion-model weight file

The ESRGAN filename, as text, without loading it

Which VAE, as a string — useful more often than it sounds

SP-Nodes' internal test node (use with caution)

Bundle model/clip/vae/conditioning into one wire

Hand your SP_Pipe bundle to Impact Pack

Dump a latent to an exact file path

Pull the Nth item, and don't crash if you overshoot

Push text out to whatever's listening on your API connection

Tag your SP_Pipe bundle as Flux or Hunyuan Video

SUPIR restoration-upscale, collapsed into one node

Unpack a SUPIR sampler config into its raw values

The simple sampler config for SP_Supir

SUPIR's sampler settings, boiled down to three dials

A boolean-driven if/else for any type

Bake an in-graph model edit into a file you can just load next time

One of SP-Nodes' rougher, unlabeled corners

Stream an image straight to your API client, no disk write

Turn two values into a parameter sweep

Turn a block of text into a typed list

Feed a dropdown-only input from a plain string

Slice and reformat a delimited text block