Zuellni/ComfyUI-Custom-Nodes on 4GB GPU

Zuellni image_generationtext 2048MB VRAM

Compatible with 4GB GPU

This node will run on RTX 3050, GTX 1650 and similar GPUs with 4GB VRAM.

Optimized Settings for 4GB

VRAM Utilization

50%

You're using 50% of your 4GB VRAM, leaving 2.0GB headroom.

Recommended Batch Size

2

Start with batch size of 2 for optimal performance.

Suggested Resolution

512x768 to 768x768

Best balance of quality and performance for 4GB.

Performance Tips

  • Close other GPU-intensive applications
  • Low VRAM mode available
  • Monitor GPU usage with nvidia-smi

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VRAM Requirements

Base VRAM Requirement:
2048MB (2.00GB)
Your GPU (4GB):
4096MB (4GB) - RTX 3050, GTX 1650
VRAM Utilization:
50%
Available Headroom:
2.00GB
Low VRAM Mode:
✓ Supported
Estimation Confidence:
MEDIUM

Python Dependencies

  • accelerate
  • bitsandbytes; platform_system != "Windows"
  • diffusers
  • https://github.com/jllllll/bitsandbytes-windows-webui/releases/download/wheels/bitsandbytes-0.40.1.post1-py3-none-win_amd64.whl; platform_system == "Windows"
  • sentencepiece
  • transformers

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