v0.11.0

Features

• added SDXL and SDXL Turbo support (#406, #431)
  • new pipelines: SDXL txt2img, SDXL img2img, SDXL panorama
  • added DPM SDE scheduler
• added LCM support for SD v1, v2, and SDXL (#421)
  • added LCM scheduler
• added documentation site to GH pages (#436)
  • https://www.onnx-web.ai/docs
  • with getting started guide (#425): https://www.onnx-web.ai/docs/getting-started
• added a way to generate multiple images with one request (#17)
  • grid mode, X/Y prompts, etc
  • see user guide: https://www.onnx-web.ai/docs/user-guide/#grid-mode-parameters
• added region prompts and region seed to panorama pipeline (#359)
  • see user guide: https://www.onnx-web.ai/docs/user-guide/#region-tokens
• added wildcard menu to web UI (#419)
• added support for Civitai authentication (#426)
  • for models that require logged in
• added some preset parameter profiles to the web UI (#420)
  • they will not replace existing profiles with the same name
• added support for downloading archives with pre-converted models (#437)
• replaced the SD model converter with an optimum-powered one (#446)
• split up UNet and VAE tile size and overlap parameters (#427)
• upgrade onnxruntime, pytorch, werkzeug, and other dependencies (#414)

SDXL and SDXL Turbo

This release adds support for SDXL and SDXL Turbo, allowing you to generate higher-quality images than ever before, or generate tons of images very quickly.

Using SDXL Turbo, images come back almost as fast as you can click Generate:

sdxl-turbo.webm

Documentation Site

This release comes with a new documentation and help site: https://www.onnx-web.ai/docs

This is hosted on Github Pages alongside the web UI and refers to the latest release, although I hope to add a version selector at some point.

If you have any questions that are not answered on the help site, please join the Discord server and ask: https://discord.gg/7CdQmutGuw

Grid Mode

Grid mode allows you to generate more than one image in a single run, with parameters that change for each column or row. You can change the CFG, steps, or replace part of the prompt for each image.

See the user guide for more details.

Region Prompts

Region prompts allow you to change the prompt for part of a panorama, seamlessly blending multiple concepts across the image with one button click.

See the user guide for more details.

Region prompts and grid mode work great together:

Bug Fixes

• fixed various errors while converting SD v1.5 models (#164, #376, #404)
• removed broken Karras Ve scheduler (#189, deprecated upstream)
• fixed DDPM scheduler (#190)
• fixed various errors in Windows launch scripts (#378)
• fixed error where conversion would download tensors even if model had already been converted (#398)
• fixed dependencies with conflicting pytorch versions
• fixed errors with blending images > 512px or when images are different sizes (#445)
• fixed various performance issues in web UI, especially when using large number of models/LoRAs/wildcards

Artifacts:

• Windows bundle
  • attached here with onnx-files.com mirror
  • VirusTotal scan
  • SHA256: df23170d89503b5f5de620707ea3540a34749ef6a69285e4a51a83c488040875
• web UI
  • https://www.onnx-web.ai/v0.11.0/index.html
• OCI containers
  • https://hub.docker.com/repository/docker/ssube/onnx-web-api
    • podman pull docker.io/ssube/onnx-web-api:v0.11.0-cpu-buster
    • podman pull docker.io/ssube/onnx-web-api:v0.11.0-cuda-ubuntu
    • podman pull docker.io/ssube/onnx-web-api:v0.11.0-rocm-ubuntu
  • https://hub.docker.com/repository/docker/ssube/onnx-web-gui
    • podman pull docker.io/ssube/onnx-web-gui:v0.11.0-nginx-alpine
    • podman pull docker.io/ssube/onnx-web-gui:v0.11.0-nginx-bullseye
    • podman pull docker.io/ssube/onnx-web-gui:v0.11.0-node-alpine
    • podman pull docker.io/ssube/onnx-web-gui:v0.11.0-node-bullseye
• packages
  • https://www.npmjs.com/package/@apextoaster/onnx-web
    • yarn add @apextoaster/[email protected]
  • https://pypi.org/project/onnx-web/
    • pip install onnx-web==0.11.0

Release checklist: #418
Release milestone: https://github.com/ssube/onnx-web/milestone/11
Release pipeline: https://git.apextoaster.com/ssube/onnx-web/-/pipelines/55107

<lora:sdxl-harrlogos:0.9> onnx text logo, onyx gemstone logo, stone background, scattered rocks, gems, mountainside using DynaVision and Harrlogos XL