Eden.art LoRa Trainer on 10GB GPU

aiXander image_generationtext 8192MB VRAM

Compatible with 10GB GPU

This node will run on RTX 3080 (10GB) and similar GPUs with 10GB VRAM.

Optimized Settings for 10GB

VRAM Utilization

80%

You're using 80% of your 10GB VRAM, leaving 2.0GB headroom.

Recommended Batch Size

2

Start with batch size of 2 for optimal performance.

Suggested Resolution

512x768 to 768x768

Best balance of quality and performance for 10GB.

Performance Tips

  • Close other GPU-intensive applications
  • Monitor GPU usage with nvidia-smi

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VRAM Requirements

Base VRAM Requirement:
8192MB (8.00GB)
Your GPU (10GB):
10240MB (10GB) - RTX 3080 (10GB)
VRAM Utilization:
80%
Available Headroom:
2.00GB
Low VRAM Mode:
✗ Not supported
Estimation Confidence:
HIGH

Python Dependencies

  • bitsandbytes==0.43.1
  • diffusers>=0.29.2
  • einops==0.8.0
  • huggingface-hub==0.23.2
  • invisible-watermark==0.2.0
  • mediapipe==0.10.14
  • numpy==1.26.4
  • omegaconf==2.3.0
  • openai==1.35.13
  • opencv-python==4.10.0.84

+ 16 more dependencies

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