XB_ToolBox 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
2%
You're using 2% of your 12GB VRAM, leaving 11.8GB headroom.
Recommended Batch Size
11
Start with batch size of 11 for optimal performance.
Suggested Resolution
1024x1024 or higher
Best balance of quality and performance for 12GB.
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:
- 256MB (0.25GB)
- Your GPU (12GB):
- 12288MB (12GB) - RTX 3060 (12GB), RTX 4070
- VRAM Utilization:
- 2%
- Available Headroom:
- 11.75GB
- Low VRAM Mode:
- ✓ Supported
- Estimation Confidence:
- HIGH
Python Dependencies
aiohttp# 异步HTTP (音频波形端点)av# PyAV - 音频解码 (AudioSlicer)conformer>=0.3.2 # Conformer 模型组件diffusers>=0.29.0 # Diffusers 扩散模型diskcache# 磁盘缓存easyocr# OCR 文字识别 (漫画工具)einops# 张量操作gguf# GGUF 模型格式解析huggingface_hub# HuggingFace 模型下载hydra-core>=1.3.0 # Hydra 配置框架
+ 27 more dependencies