ComfyUI Node

Runware PuLID

PuLID in the cloud — face identity without the InsightFace install

By Runware·Created 2 years ago·Updated about a month ago· 140
Runware PuLID
  • images
  • pulid
CFGstartStepfalse
CFGstartStep_value0
CFGstartStepPercentagefalse
CFGstartStepPercentage_value0
idWeight1.00
trueCFGScalefalse
trueCFGScale_value0.0

PuLID is ByteDance's face-identity adapter, and in the local ComfyUI world it's a whole setup: InsightFace for detection and embeddings, the right weights, version compatibility, and the occasional "why does this need an update" headache. The InsightFace models are also non-commercial, which quietly blocks product work. This builder is the cloud answer: you feed it reference photos, it outputs a RUNWARE_PULID value, and the identity injection happens on Runware's servers - no InsightFace install, no license trap, no model files. Wire the result into a model node's pulid socket (six models in the pack take it).

The inputs that matter

  • images - required IMAGE. One or more photos of the person. PuLID works from a single clear shot and improves with a few.
  • idWeight - 0 to 3, default 1. Identity strength: higher means closer resemblance to the reference face. This is the main dial - start at 1 and only move it if the likeness is weak (and the prompt is fighting you).
  • CFGstartStep (+ _value) and CFGstartStepPercentage (+ _value) - gate the step where identity influence kicks in. Delaying identity until composition has formed is the same lesson as ControlNet's start/end steps: let the model lay out the image first, then clamp the face on. Gated off by default, which means "model default," per this pack's convention.
  • trueCFGScale (+ _value, 0–10) - a separate, higher guidance scale for the identity embedding itself. It's gated off too. The two-CFG arrangement is PuLID's signature: the main CFG handles prompt adherence while this one handles the face. Leave it off until you've played with idWeight, because it's the subtler knob.

Where it sits in identity-land

The KB's verdict: PuLID beat InstantID for one dull reason - it shipped a Flux port and InstantID didn't - and it's still the right tool for the one job adapters uniquely own, which is getting a specific real face into a generation from a single photo with zero training. The wider identity market moved on to editing models, but that specific job is still PuLID's. The other thing worth knowing from the KB: the local version's InsightFace dependency is both a licensing trap and an install-pain magnet - "lots of people have issues even just installing Insightface" is a direct quote from someone who maintained a competing node. On this builder, all of that is the vendor's problem, not yours, which is the single most underrated reason to use it.

Output and wiring

Output is RUNWARE_PULID. Wire it into a model node's pulid socket, alongside your prompt. If the model node you picked doesn't expose that socket, the builder does nothing - check before building a whole workflow around it.

Install

One-time pack setup:

cd ComfyUI/custom_nodes
git clone https://github.com/Runware/ComfyUI-Runware
pip install -r ComfyUI-Runware/requirements.txt

Restart, add your Runware API key (Settings → Runware API key, or RUNWARE_API_KEY).

The honest take

This is the rare case where the cloud version is less work and more legally clean than the local one. The trade is the per-run cost and the usual likeness ceiling - PuLID gets you close and stops, so if you need a perfect match, pair it with a pixel-level face swap pass afterward. But for "this person, in this style, no training," it's a one-builder setup that skips the whole InsightFace era of pain.

CategoryRunware/Params

Inputs (8)

NameTypeDefaultDescription
imagesIMAGE
CFGstartStepoptBOOLEANfalseEnable to set CFGstartStep. Off uses the model's default.
CFGstartStep_valueoptINT0Absolute step number to start identity influence. Must be less than `steps`.
CFGstartStepPercentageoptBOOLEANfalseEnable to set CFGstartStepPercentage. Off uses the model's default.
CFGstartStepPercentage_valueoptINT00–99Percentage of steps to start identity influence.
idWeightoptFLOAT1.000–3Identity preservation strength. Higher values create closer resemblance to the reference face.
trueCFGScaleoptBOOLEANfalseEnable to set trueCFGScale. Off uses the model's default.
trueCFGScale_valueoptFLOAT0.00–10Guidance scale for identity embedding.

Outputs (1)

NameTypeDescription
pulidRUNWARE_PULID