Development Releases (`dev` branch)

docker-diffusers-api
8

Latest Changelog entries from dev branch:

  • Latest diffusers, SDv2.1. All the latest goodness, and upgraded some
    dependencies too. Models are:

    • stabilityai/stable-diffusion-2-1-base (512x512)
    • stabilityai/stable-diffusion-2-1 (768x768)

  • ALL THE PIPELINES. We no longer load a list of hard-coded pipelines
    in init(). Instead, we init and cache each on first use (for faster
    first calls on cold boots), and, all pipelines, both official diffusers
    and community pipelines, are available. Full details

  • Dreambooth: Enable mixed_precision training, default to fp16.

  • [Experimental] Runtime downloads (Dreambooth only for now, more on the way)

  • S3: Add upload/download progress indicators.

  • Stable Diffusion has standardized image instead of init_image for
    all pipelines. Using init_image now shows a deprecation warning and
    will be removed in future.

  • Changed sd-base to diffusers-api as the default tag / name used
    in the README examples and optional [./build][build script].

  • Much better error handling. We now try...except both the pipeline
    run and entire inference() call, which will save you a trip to banana’s
    logs which don’t always even show these errors and sometimes just leave
    you with an unexplained stuck instance. These kinds of errors are almost
    always a result of problematic callInputs and modelInputs used for the
    pipeline call, so finding them will be a lot easier now.

Have a great weekend everyone :sun_with_face: