ComfyUI-StyleStudio
ComfyUI nodes for StyleStudio model.
How much VRAM does ComfyUI-StyleStudio require?
Direct Answer: The ComfyUI node ComfyUI-StyleStudio requires a minimum base VRAM of 128MB and is optimized for GPUs with at least 4GB of VRAM. Low VRAM mode is fully supported for resource-constrained setups.
- Base VRAM:
- 128MB (0.1GB)
- Recommended GPU:
- 4GB+ VRAM
- Low VRAM Mode:
- ✓ Supported
- Estimation Confidence:
- MEDIUM
Interactive VRAM Compatibility Estimator
Your GPU has plenty of headroom. You can run this node safely with your active configurations!
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What Python packages are required for ComfyUI-StyleStudio?
Direct Answer: Running ComfyUI-StyleStudio requires installing the following Python package dependencies: accelerate, controlnet_aux, diffusers==0.25.1, einops, gdown, gradio==4.42.0, huggingface-hub==0.24.6, insightface, numpy==1.26.4, omegaconf, onnx==1.16.2, onnxruntime-gpu==1.19.0, opencv-python, peft, safetensors, spaces==0.19.4, tokenizers==0.19.1, torch==2.1.0, torchaudio==2.1.0, torchvision==0.16.0, transformers==4.45.2, xformers==0.0.22.post7. Ensure your ComfyUI environment has these packages active before launching.
accelerate
controlnet_aux
diffusers==0.25.1
einops
gdown
gradio==4.42.0
huggingface-hub==0.24.6
insightface
numpy==1.26.4
omegaconf
onnx==1.16.2
onnxruntime-gpu==1.19.0
opencv-python
peft
safetensors
spaces==0.19.4
tokenizers==0.19.1
torch==2.1.0
torchaudio==2.1.0
torchvision==0.16.0
transformers==4.45.2
xformers==0.0.22.post7Interactive Setup & Dependency Resolver
# Loading command...Frequently Asked Questions
How much VRAM does ComfyUI-StyleStudio require?
ComfyUI-StyleStudio requires a minimum of 128MB (0.1GB) of VRAM for base operation. For optimal performance, a GPU with at least 4GB of VRAM is recommended. This node supports low VRAM mode for resource-constrained setups.
Can I run ComfyUI-StyleStudio on an RTX 3060, RTX 4070, or RTX 4090?
✅ RTX 3060 (12GB): Yes, fully compatible with 10.7GB headroom. ✅ RTX 4070 (12GB): Yes, fully compatible with 10.7GB headroom. ✅ RTX 4070 Ti (16GB): Yes, fully compatible with 14.3GB headroom. ✅ RTX 4090 (24GB): Yes, fully compatible with 21.5GB headroom
What PyTorch version does ComfyUI-StyleStudio need?
ComfyUI-StyleStudio requires the following PyTorch-related packages: torch==2.1.0, torchaudio==2.1.0, torchvision==0.16.0. Ensure your ComfyUI environment has these installed. Ensure your PyTorch installation matches your CUDA version (use torch.version.cuda to check).
What Python packages are required for ComfyUI-StyleStudio?
To run ComfyUI-StyleStudio, you need to install: accelerate, controlnet_aux, diffusers==0.25.1, einops, gdown, gradio==4.42.0, huggingface-hub==0.24.6, insightface, numpy==1.26.4, omegaconf, onnx==1.16.2, onnxruntime-gpu==1.19.0, opencv-python, peft, safetensors, spaces==0.19.4, tokenizers==0.19.1, torch==2.1.0, torchaudio==2.1.0, torchvision==0.16.0, transformers==4.45.2, xformers==0.0.22.post7. You can install these using pip or add them to your requirements.txt file.
How can I reduce VRAM usage when running ComfyUI-StyleStudio?
ComfyUI-StyleStudio supports low VRAM mode. To reduce memory usage: (1) Enable --lowvram or --medvram flags in ComfyUI, (2) Reduce batch size to 1, (3) Use fp16 or fp8 precision if supported, (4) Close other GPU applications.
How do I install ComfyUI-StyleStudio in ComfyUI?
To install ComfyUI-StyleStudio: (1) Navigate to your ComfyUI/custom_nodes directory, (2) Clone the repository: git clone https://github.com/Yuan-ManX/ComfyUI-StyleStudio, (3) Install dependencies: pip install -r requirements.txt (if present), (4) Restart ComfyUI. Alternatively, use ComfyUI Manager for one-click installation.