XB_ToolBox on 4GB GPU
Compatible with 4GB GPU
This node will run on RTX 3050, GTX 1650 and similar GPUs with 4GB VRAM.
Optimized Settings for 4GB
VRAM Utilization
6%
You're using 6% of your 4GB VRAM, leaving 3.8GB 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 4GB.
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 (4GB):
- 4096MB (4GB) - RTX 3050, GTX 1650
- VRAM Utilization:
- 6%
- Available Headroom:
- 3.75GB
- 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