Nodes/Runware.ai ComfyUI Inference API Integration/Pony Diffusion XL (custom model)
ComfyUI Node

Pony Diffusion XL (custom model)

Every Pony checkpoint, one node

By Runware·Created 2 years ago·Updated about a month ago· 140
Pony Diffusion XL (custom model)
  • seedImage
  • maskImage
  • outpaint
  • lora
  • controlNet
  • ipAdapters
  • embeddings
  • refiner
  • ultralytics
  • acceleratorOptions
  • advancedFeatures.watermark.image
  • image
modelrunware:257749@290640
positivePrompt
width1024
height1024
negativePrompt
seed0
stepsfalse
steps_value1
scheduler(default)
CFGScalefalse
CFGScale_value0.00
strengthfalse
strength_value0.80
maskMarginfalse
maskMargin_value32
clipSkipfalse
clipSkip_value0
vae
promptWeighting(default)
numberResults1
advancedFeaturesfalse
advancedFeatures.watermark.bgColor
advancedFeatures.watermark.displayPosition(default)
advancedFeatures.watermark.fontColor
advancedFeatures.watermark.opacityfalse
advancedFeatures.watermark.opacity_value0.10
advancedFeatures.watermark.text
safetyfalse
safety.checkContentfalse
ttlfalse
ttl_value60
outputFormatJPG
outputQuality95
advanced_json

This is not a model node - it's a doorway node. RunwareArch_pony lives in the pack's Runware/Custom models folder, and its job is to let you run any community Pony-architecture checkpoint from the Runware catalog, without downloading a single file. You type (or search) a model AIR into the model field, and the node runs that exact checkpoint in the cloud. Pony Diffusion V6 XL is the SDXL fine-tune that owned 2024's stylized and NSFW generation - famous for anatomy, niche fetishes, and that botched score-tag system you had to paste into every prompt. Hundreds of merges (AutismMix, PonyRealism, and friends) made "Pony" a family, and this node is how you browse that family from inside ComfyUI.

Why would you use this instead of the pack's fixed image nodes? Flexibility. The dedicated nodes are pinned to one model; this one can point at any Pony checkpoint Runware hosts - including the merge you actually want for a specific look. If you already run Pony locally, this is also a nice escape hatch for when you're away from your GPU and just need a quick render.

What you set

Required: model (an AIR string like runware:257749@290640 - use the search button to browse the catalog), positivePrompt, width, height (128–2048, step 8).

Then the full SDXL feature set you'd expect:

  • negativePrompt - works here, unlike on the distilled models. Pony is classic guidance, so both prompts matter.
  • CFGScale toggle + CFGScale_value - Pony's sweet spot is around 4-6, lower than SD 1.5's 7+. The default is fine; you're mostly nudging, not launching.
  • steps toggle + steps_value - 20-30 is the Pony norm.
  • clipSkip - the classic anime trick, 1-2 layers, because Pony's CLIP is overtrained on tags.
  • vae - override the base VAE if a specific checkpoint wants one.
  • promptWeighting - compel or sdEmbeds syntax for prompt weighting.
  • Sockets: lora, controlNet, ipAdapters, embeddings, refiner, outpaint, maskImage, seedImage - the full builder-node spread.
  • scheduler, seed, numberResults (up to 20), outputFormat, outputQuality, and advanced_json (tooltip: for hiresFix).

Output is image (IMAGE).

How it works

Same pack machinery as everything else - the request carries the model AIR you chose, plus taskType, over REST via the Runware SDK, and the finished IMAGE comes back. The subtle part: because Pony checkpoints live in the catalog with known architectures, Runware picks the correct sampler settings for the architecture automatically. You still tune CFG and steps, but you don't fight the plumbing. The title bar shows cost, and Pony at 1024 is cheap enough that trying three merges to find your look is an afternoon hobby, not a budget crisis.

Installing

ComfyUI Manager → search Runware → install → restart. Manual:

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

No model downloads - the catalog hosts them. Dependencies are runware-sdk, pillow, soundfile. API key via Settings → Runware API key, RUNWARE_API_KEY, or runware auth login.

Troubleshooting

The model AIR is the failure point - a typo or stale AIR means a failed request, so use the search button. If your Pony output ignores the negative prompt, check CFGScale isn't ≤ 1 (negative is ignored there by design). And if you expected Pony's score-tag behavior, remember you still need those tags in the prompt - the node doesn't add them for you.

CategoryRunware/Custom models

Inputs (45)

NameTypeDefaultDescription
modelSTRINGrunware:257749@290640AIR of any checkpoint of this architecture. Use the search button to browse the catalog.
positivePromptSTRINGText prompt describing elements to include in the generated output.
widthINT1024128–2048Width of the generated media in pixels.
heightINT1024128–2048Height of the generated media in pixels.
seedImageoptIMAGE
maskImageoptIMAGE
outpaintoptRUNWARE_OUTPAINT
loraoptRUNWARE_LORA
controlNetoptRUNWARE_CONTROLNET
ipAdaptersoptRUNWARE_IPADAPTERS
embeddingsoptRUNWARE_EMBEDDINGS
refineroptRUNWARE_REFINER
ultralyticsoptRUNWARE_ULTRALYTICS
acceleratorOptionsoptRUNWARE_ACCELERATOROPTIONS
advancedFeatures.watermark.imageoptIMAGE
negativePromptoptSTRINGPrompt to guide what to exclude from generation. Ignored when guidance is disabled (CFGScale ≤ 1).
seedoptINT00–9223372036854776000Random seed for reproducible generation. When not provided, a random seed is generated in the unsigned 32-bit range.
stepsoptBOOLEANfalseEnable to set steps. Off uses the model's default.
steps_valueoptINT11–50Total number of denoising steps. Higher values generally produce more detailed results but take longer.
scheduleroptCOMBO(default)Scheduler to use for the diffusion process.
CFGScaleoptBOOLEANfalseEnable to set CFGScale. Off uses the model's default.
CFGScale_valueoptFLOAT0.000–30Guidance scale representing how closely the output will resemble the prompt. Higher values produce results more aligned with the prompt.
strengthoptBOOLEANfalseEnable to set strength. This setting has usage rules in this model, so it is off unless you enable it.
strength_valueoptFLOAT0.800–1Strength of the transformation. Lower values result in more influence from the original input.
maskMarginoptBOOLEANfalseEnable to set maskMargin. Off uses the model's default.
maskMargin_valueoptINT3232–128Extra context pixels around the masked region during inpainting. The model zooms into the masked area with these additional pixels for better integration.
clipSkipoptBOOLEANfalseEnable to set clipSkip. Off uses the model's default.
clipSkip_valueoptINT00–4Number of layers to skip in the CLIP model.
vaeoptSTRINGVAE model identifier. Overrides the default VAE included with the base model.
promptWeightingoptCOMBO(default)Syntax used for prompt weighting.
numberResultsoptINT11–20Number of results to generate. Each result uses a different seed, producing variations of the same parameters.
advancedFeaturesoptBOOLEANfalseEnable to set advancedFeatures. Off uses the model's default.
advancedFeatures.watermark.bgColoroptSTRINGBackground color in hex format.
advancedFeatures.watermark.displayPositionoptCOMBO(default)Watermark position.
advancedFeatures.watermark.fontColoroptSTRINGText color in hex format.
advancedFeatures.watermark.opacityoptBOOLEANfalseEnable to set advancedFeatures.watermark.opacity. Off uses the model's default.
advancedFeatures.watermark.opacity_valueoptFLOAT0.100.1–1Watermark opacity.
advancedFeatures.watermark.textoptSTRINGWatermark text.
safetyoptBOOLEANfalseEnable to set safety. Off uses the model's default.
safety.checkContentoptBOOLEANfalseEnable or disable content safety checking.
ttloptBOOLEANfalseEnable to set ttl. Off uses the model's default.
ttl_valueoptINT60Time-to-live (TTL) in seconds for generated content. Only applies when `outputType` is `URL`.
outputFormatoptCOMBOJPGFile format for the generated image.
outputQualityoptINT9520–99Compression quality of the output. Higher values preserve quality but increase file size.
advanced_jsonoptSTRINGOptional JSON merged into the request. For: hiresFix

Outputs (1)

NameTypeDescription
imageIMAGE