ComfyUI-Grounding on 6GB GPU
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
2%
You're using 2% of your 6GB VRAM, leaving 5.9GB headroom.
Recommended Batch Size
5
Start with batch size of 5 for optimal performance.
Suggested Resolution
1024x1024 or higher
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:
- 128MB (0.13GB)
- Your GPU (6GB):
- 6144MB (6GB) - RTX 2060, GTX 1660 Ti
- VRAM Utilization:
- 2%
- Available Headroom:
- 5.88GB
- Low VRAM Mode:
- ✓ Supported
- Estimation Confidence:
- MEDIUM
Python Dependencies
einops>=0.6.0 # Required by Florence-2 and SA2VA model architectureshf_transferhuggingface_hub>=0.20.0peftpyyaml>=6.0timm>=0.9.0tqdm>=4.65.0transformers>=4.30.0ultralytics>=8.2.0