Diffusers-in-ComfyUI on 6GB GPU

Dr.Jusseaux image_generationvideo 2048MB VRAM

Compatible with 6GB GPU

This node will run on RTX 2060, GTX 1660 Ti and similar GPUs with 6GB VRAM.

Optimized Settings for 6GB

VRAM Utilization

33%

You're using 33% of your 6GB VRAM, leaving 4.0GB headroom.

Recommended Batch Size

4

Start with batch size of 4 for optimal performance.

Suggested Resolution

768x768 to 1024x1024

Best balance of quality and performance for 6GB.

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 (6GB):
6144MB (6GB) - RTX 2060, GTX 1660 Ti
VRAM Utilization:
33%
Available Headroom:
4.00GB
Low VRAM Mode:
✓ Supported
Estimation Confidence:
MEDIUM

Python Dependencies

  • diffusers@ git+https://github.com/huggingface/diffusers@6131a93b969f87d171148bd367fd9990d5a49b6b
  • opencv-python==4.10.0.84
  • peft==0.14.0
  • torchvision
  • transformers<5

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