XB_ToolBox on 16GB GPU
Compatible with 16GB GPU
This node will run on RTX 4080, A4000 and similar GPUs with 16GB VRAM.
Optimized Settings for 16GB
VRAM Utilization
2%
You're using 2% of your 16GB VRAM, leaving 15.8GB headroom.
Recommended Batch Size
15
Start with batch size of 15 for optimal performance.
Suggested Resolution
1024x1024 or higher
Best balance of quality and performance for 16GB.
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 (16GB):
- 16384MB (16GB) - RTX 4080, A4000
- VRAM Utilization:
- 2%
- Available Headroom:
- 15.75GB
- 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