GitHub - vladmandic/automatic: SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models
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SD.Next: Advanced Implementation of Stable Diffusion and other Diffusion-based generative image models - vladmandic/automatic

Highlights for 2024-06-23

Following zero-day SD3 release, a 10 days later here’s a refresh with 10+ improvements
including full prompt attention, support for compressed weights, additional text-encoder quantization modes.

But there’s more than SD3:

  • support for quantized T5 text encoder FP16/FP8/FP4/INT8 in all models that use T5: SD3, PixArt-Σ, etc.
  • support for PixArt-Sigma in small/medium/large variants
  • support for HunyuanDiT 1.1
  • additional NNCF weights compression support: SD3, PixArt, ControlNet, Lora
  • integration of MS Florence VLM/VQA Base and Large models
  • (finally) new release of Torch-DirectML
  • additional efficiencies for users with low VRAM GPUs
  • over 20 overall fixes