Change Log for SD.Next

SD.Next Xmass edition: What’s new?

While we have several new supported models, workflows and tools, this release is primarily about quality-of-life improvements:

  • New memory management engine
    list of changes that went into this one is long: changes to GPU offloading, brand new LoRA loader, system memory management, on-the-fly quantization, improved gguf loader, etc.
    but main goal is enabling modern large models to run on standard consumer GPUs
    without performance hits typically associated with aggressive memory swapping and needs for constant manual tweaks
  • New documentation website
    with full search and tons of new documentation
  • New settings panel with simplified and streamlined configuration

We’ve also added support for several new models such as highly anticipated NVLabs Sana (see supported models for full list)
And several new SOTA video models: Lightricks LTX-Video, Hunyuan Video and Genmo Mochi.1 Preview

And a lot of Control and IPAdapter goodies

  • for SDXL there is new ProMax, improved Union and Tiling models
  • for FLUX.1 there are Flux Tools as well as official Canny and Depth models,
    a cool Redux model as well as XLabs IP-adapter
  • for SD3.5 there are official Canny, Blur and Depth models in addition to existing 3rd party models
    as well as InstantX IP-adapter

Plus couple of new integrated workflows such as FreeScale and Style Aligned Image Generation

And it wouldn’t be a Xmass edition without couple of custom themes: Snowflake and Elf-Green!
All-in-all, we’re around ~180 commits worth of updates, check the changelog for full list

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