Model reference · open weights

Boogu-Image

Image Comfy-Org Text→image 1 build Open weights 67k dl/mo

Boogu-Image is an open-weight image model from Comfy-Org. Boogu-Image (BF16) weighs 236 GB; it needs more than the reference configurations below.

For self-hosting, compare this build's requirements below with the GPU you plan to rent.

  • Boogu-Image is a text-to-image model by Comfy-Org, repackaged for use in ComfyUI.
  • It is distributed under the apache-2.0 license.
  • The card lists various file formats including bf16, fp8, and nvfp4, along with LoRA files and a Qwen3VL text encoder.

Summary of the Comfy-Org/Boogu-Image model card, 2026-10-28

What it is

Released byComfy-Org
Released2026-06-17
VRAM236 GB for the weights

What it runs on

Memory and cards for Boogu-Image (BF16)

236 GBweights, file size
222 GBbiggest part
5.0 GBworking memory, one 1024² image
537 MBruntime overhead
CardOne imageMemory
RTX 3060 12 GB … B200 180 GBdoes not fit

From the model card

What Comfy-Org says about Boogu-Image

Read the model card

Repackaged model files for ComfyUI.

Original model repository: https://huggingface.co/Boogu

Place the files in the following folders:

📂 ComfyUI/
├── 📂 models/
│   ├── 📂 diffusion_models/
│   │   ├── boogu_image_base_bf16.safetensors
│   │   ├── boogu_image_base_fp8_scaled.safetensors
│   │   ├── boogu_image_base_nvfp4.safetensors
│   │   ├── boogu_image_edit_bf16.safetensors
│   │   ├── boogu_image_edit_turbo_bf16.safetensors
│   │   ├── boogu_image_edit_turbo_hotfix_1k_20260708_bf16.safetensors
│   │   ├── boogu_image_edit_fp8_scaled.safetensors
│   │   ├── boogu_image_edit_int8_convrot.safetensors
│   │   ├── boogu_image_edit_turbo_int8_convrot.safetensors
│   │   ├── boogu_image_edit_turbo_hotfix_1k_20260708_int8_convrot.safetensors
│   │   ├── boogu_image_edit_nvfp4.safetensors
│   │   ├── boogu_image_turbo_bf16.safetensors
│   │   ├── boogu_image_turbo_fp8_scaled.safetensors
│   │   ├── boogu_image_turbo_hotfix_bf16.safetensors
│   │   ├── boogu_image_turbo_hotfix_int8_convrot.safetensors
│   │   ├── boogu_image_turbo_hotfix_nvfp4.safetensors
│   │   └── boogu_image_turbo_nvfp4.safetensors
│   ├── 📂 loras/
│   │   ├── boogu_image_turbo_hotfix_lora_rank_128_bf16.safetensors
│   │   └── boogu_image_turbo_lora_rank_128_bf16.safetensors
│   ├── 📂 text_encoders/
│   │   └── qwen3vl_8b_fp8_scaled.safetensors
│   ├── 📂 vae/
│   │   └── flux1_vae_bf16.safetensors

Workflows

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 (19.6 GB)
get Comfy-Org/Boogu-Image diffusion_models/boogu_image_base_fp8_scaled.safetensors diffusion_models
get Comfy-Org/Boogu-Image text_encoders/qwen3vl_8b_fp8_scaled.safetensors text_encoders
get Comfy-Org/Boogu-Image vae/flux1_vae_bf16.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, PORT and BOOKING are your machine's, from its page in the console
ssh -o HostKeyAlias=axforge-BOOKING -o StrictHostKeyChecking=accept-new -L 8188:localhost:8188 dev@HOST -p PORT
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