ComfyUI-Video-As-Prompt

This repository provides ComfyUI custom nodes to run WAN Video-As-Prompt (VAP).

VRAM Requirements

Direct Answer: The ComfyUI node ComfyUI-Video-As-Prompt requires a minimum base VRAM of 4096MB and is optimized for GPUs with at least 8GB of VRAM. Low VRAM mode is not supported for this node.

Very High (4-8GB)
Base VRAM:
4096MB (4.0GB)
Recommended GPU:
8GB+ VRAM
Low VRAM Mode:
✗ Not supported
Estimation Confidence:
MEDIUM

🧮 Interactive VRAM Compatibility Estimator

Estimated Total VRAM: 3.00 GBTarget: 8 GB
✅ Comfortable Fit

Your GPU has plenty of headroom. You can run this node safely with your active configurations!

Deploy on High-Performance GPUs

Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance GPUs on Vast.ai instantly.

🚀 Deploy on Vast.ai

Deploy on Cloud GPUs

Need more VRAM to run ComfyUI with this node? Rent low-cost, high-performance cloud GPUs on RunPod instantly.

🚀 Deploy on RunPod

Python Dependencies

Direct Answer: Running ComfyUI-Video-As-Prompt requires installing the following Python package dependencies: accelerate, av, bitsandbytes, datasets, decord, deepspeed, diffusers, ftfy, hf_transfer, huggingface_hub, imageio, imageio-ffmpeg, kornia, matplotlib, numpy, nvitop, opencv-python, pandas, peft, qwen-vl-utils, ruff, sentencepiece, torch, torchao, torchdata, torchvision, transformers, wandb. Ensure your ComfyUI environment has these packages active before launching.

requirements.txt
accelerate
av
bitsandbytes
datasets
decord
deepspeed
diffusers
ftfy
hf_transfer
huggingface_hub
imageio
imageio-ffmpeg
kornia
matplotlib
numpy
nvitop
opencv-python
pandas
peft
qwen-vl-utils
ruff
sentencepiece
torch
torchao
torchdata
torchvision
transformers
wandb

🛠️ Interactive Setup & Dependency Resolver

Operating System:
Environment Type:
Run this terminal command in your ComfyUI root folder:
# Loading command...