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The ultimate training toolkit for finetuning diffusion models

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AI Toolkit Docker Image

Docker image for training FLUX.1 and other models, based on AI Toolkit.

Quick Start

Shared Drive: Mount lora-training-shared at /app/workspace

Captioning Setup

# Navigate to /app/workspace/captions

# Make the setup script executable:
chmod +x setup_caption_env.sh

# Run the setup:
./setup_caption_env.sh

After setup:

  • Place images in /app/workspace/captions/input/

  • Run captioning process from captions/ directory

FLUX.1 Training

Requirements

  • GPU with ≥24GB VRAM

⚠️ Important: Don't interrupt during checkpoint saves

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The ultimate training toolkit for finetuning diffusion models

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