ComfyUI-UltimateUpsacaler 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
50%
You're using 50% of your 6GB VRAM, leaving 3.0GB headroom.
Recommended Batch Size
3
Start with batch size of 3 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:
- 3072MB (3.00GB)
- Your GPU (6GB):
- 6144MB (6GB) - RTX 2060, GTX 1660 Ti
- VRAM Utilization:
- 50%
- Available Headroom:
- 3.00GB
- Low VRAM Mode:
- ✓ Supported
- Estimation Confidence:
- MEDIUM
Python Dependencies
accelerate>=0.33.0huggingface-hub>=0.24.0numpy>=1.24.0pillow>=10.0.0sentencepiece>=0.2.0timm>=1.0.0transformers>=4.44.0