Model reference · open weights

JoyAI-Image-Edit

Image Comfy-Org Image edit 1 build Open weights 0 dl/mo

JoyAI-Image-Edit is an open-weight image model from Comfy-Org. JoyAI-Image-Edit (BF16) weighs 76.8 GB; the smallest configuration that runs it is H100 80 GB.

  • JoyAI-Image-Edit is an image-to-image model repackaged by Comfy-Org for use in ComfyUI.
  • The model files are distributed under the apache-2.0 licence and include diffusion models, text encoders, and a VAE.

Summary of the Comfy-Org/JoyAI-Image-Edit model card, 2026-10-01

What it is

Released byComfy-Org
Released2026-07-20
VRAM76.8 GB for the weights

What it runs on

Memory and cards for JoyAI-Image-Edit (BF16)

76.8 GBweights, file size
49.0 GBbiggest part
5.0 GBworking memory, one 1024² image
537 MBruntime overhead
CardOne imageMemory
RTX 3060 12 GB … L40S 48 GBdoes not fit
A100 80 GBfits (encoders offloaded)78.2 GB
H100 80 GBfits (encoders offloaded)78.1 GB
RTX PRO 6000 Blackwell 96 GBtight93.8 GB
DGX Spark (GB10) 128 GB unifiedfits107 GB
H200 141 GBfits138 GB
B200 180 GBfits176 GB

From the model card

What Comfy-Org says about JoyAI-Image-Edit

Read the model card

Repackaged model files for ComfyUI.

Original model repository: https://huggingface.co/jdopensource/JoyAI-Image-Edit-Plus-ComfyUI

Place the files in the following folders:

📂 ComfyUI/
├── 📂 models/
│   ├── 📂 diffusion_models/
│   │   ├── joyai_image_edit_bf16.safetensors
│   │   └── joyai_image_edit_int8_convrot.safetensors
│   ├── 📂 text_encoders/
│   │   ├── qwen3vl_8b_joyimage_edit_bf16.safetensors
│   │   └── qwen3vl_8b_joyimage_edit_int8_convrot.safetensors
│   ├── 📂 vae/
│   │   └── wan_2.1_vae.safetensors

Quoted from the model card on Hugging Face. The full card is behind the Hugging Face link above.

How it works

How image models work

Text promptwhat to makeText encoderunderstands itDiffusion stepsdenoise to pixelsImagePNG / JPEGA diffusion model starts from noise and denoises it, guided by your prompt, into a finished image.

Running it yourself

Run it on a rented GPU

Rent a machine by the hour. ComfyUI is installed on it. Open ComfyUI through the tunnel and load the workflow from the model's card on Hugging Face; choose this model's file in its loader.

# on your rented machine (the ssh line is on its page in the console)
# get REPO FILE FOLDER: one file into /workspace/models/FOLDER, where ComfyUI loads it from
get() { hf download "$1" "$2" --local-dir /workspace/hf-files && mkdir -p "/workspace/models/$3" && mv "/workspace/hf-files/$2" "/workspace/models/$3/$4"; }

# the model (15.5 GB)
get Comfy-Org/JoyAI-Image-Edit diffusion_models/joyai_image_edit_int8_convrot.safetensors diffusion_models
get Comfy-Org/JoyAI-Image-Edit vae/wan_2.1_vae.safetensors vae

start-comfyui
Renting a GPU: connect, tunnels, ComfyUI
# on your computer, in a second terminal: ComfyUI in your browser at http://localhost:8188
# HOST and PORT are your machine's, from its page in the console
ssh -L 8188:localhost:8188 dev@HOST -p PORT
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