ComfyUI GLM-4 Wrapper on 12GB GPU
Compatible with 12GB GPU
This node will run on RTX 3060 (12GB), RTX 4070 and similar GPUs with 12GB VRAM.
Optimized Settings for 12GB
VRAM Utilization
33%
You're using 33% of your 12GB VRAM, leaving 8.0GB headroom.
Recommended Batch Size
8
Start with batch size of 8 for optimal performance.
Suggested Resolution
1024x1024 or higher
Best balance of quality and performance for 12GB.
Performance Tips
- Close other GPU-intensive applications
- Monitor GPU usage with nvidia-smi
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VRAM Requirements
- Base VRAM Requirement:
- 4096MB (4.00GB)
- Your GPU (12GB):
- 12288MB (12GB) - RTX 3060 (12GB), RTX 4070
- VRAM Utilization:
- 33%
- Available Headroom:
- 8.00GB
- Low VRAM Mode:
- ✗ Not supported
- Estimation Confidence:
- MEDIUM
Python Dependencies
accelerate>=0.33.0bitsandbytes>=0.43.3botocore>=1.35.10einops>=0.8.0huggingface-hub>=0.24.5jinja2>=3.1.4numpy==1.26.4optimum>=1.22.0pillow>=10.4.0pydantic>=2.8.2
+ 8 more dependencies