Model Guides¶

Step-by-step guides for training each supported model architecture.

Image Models¶

Flow Matching¶

DiT / Transformer¶

U-Net¶

Image Editing¶

Video Models¶

Audio Models¶

Choosing a Model¶

For beginners:

• Start with Flux.1 for high-quality image generation
• Use LoRA training to reduce memory requirements

For production:

• SD3 or SDXL for broad compatibility
• Flux.2 for maximum quality (requires more VRAM)

For video:

• Wan Video for best quality/resource balance
• Hunyuan Video for I2V with super-resolution

For specific use cases:

• Flux Kontext for image editing/conditioning
• ACE-Step for text-to-music LoRA training (v1 and v1.5)
• HeartMuLa for autoregressive text-to-audio