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Ryan Dick 7bbd793064
Fix some models treated as having size 0 in the model cache (#6571) 
## Summary

This PR fixes a regression that caused the following models to be
treated as having size 0 in the model cache: `(TextualInversionModelRaw,
IPAdapter, LoRAModelRaw)`.

Changes:
- Call the correct model size calculation for all supported model types.
- Log an error message if an unexpected model type is loaded, to prevent
similar regressions in the future.

## QA Instructions

I tested the following features and verified that no models fell back to
using a size of 0 unexpectedly:
- Test-to-image
- Textual Inversion
- LoRA
- IP-Adapter
- ControlNet
(All tested with both SD1.5 and SDXL.)

I compared the model cache switching behavior before and after this
change with a large number of LoRAs (10). Since LoRAs are small compared
to the main models, the changes in behaviour are minimal. Nonetheless,
it makes sense to get this in for correctness. And it might make a
difference for some usage patterns with limited RAM.

## Merge Plan

No special instructions.

## Checklist

- [x] _The PR has a short but descriptive title, suitable for a
changelog_
- [x] _Tests added / updated (if applicable)_
- [x] _Documentation added / updated (if applicable)_
2024-07-04 09:21:30 -04:00
.dev_scripts Apply black 2023-07-27 10:54:01 -04:00
.github chore(ci): update pnpm github action 2024-07-03 13:16:25 -04:00
coverage combine pytest.ini with pyproject.toml 2023-03-05 17:00:08 +00:00
docker fix typo (#6255) 2024-05-24 15:26:05 +00:00
docs Merge remote-tracking branch 'origin/main' into lstein/feat/simple-mm2-api 2024-06-07 14:23:41 +10:00
installer fix: remove db maintenance script from launcher 2024-05-23 22:39:55 +10:00
invokeai Update calc_model_size_by_data(...) to handle all expected model types, and to log an error if an unexpected model type is received. 2024-07-04 09:08:25 -04:00
scripts fix(app): openapi schema generation 2024-05-30 12:03:03 +10:00
tests [MM bugfix] Put model install errors on the event bus (#6578) 2024-07-03 22:44:34 -04:00
.dockerignore Update dockerignore, set venv to 3.10, pass cache to yarn vite buidl 2023-07-12 16:51:15 -04:00
.editorconfig Merge dev into main for 2.2.0 (#1642) 2022-11-30 16:12:23 -05:00
.git-blame-ignore-revs (meta) hide the 'black' formatting commit from git blame 2023-07-27 11:29:22 -04:00
.gitattributes Enforce Unix line endings in container (#4990) 2023-10-30 12:34:30 -04:00
.gitignore feat: no frontend build in repo 2023-12-11 12:30:13 +11:00
.gitmodules remove src directory, which is gumming up conda installs; addresses issue #77 2022-08-25 10:43:05 -04:00
.pre-commit-config.yaml Adding isort GHA and pre-commit hooks 2023-09-12 13:01:58 -04:00
.prettierrc.yaml feat: automated releases via github action 2024-02-29 21:57:20 -05:00
flake.lock Add Nix Flake for development, which uses Python virtualenv. 2023-07-31 19:14:30 +10:00
flake.nix fix: flake: add opencv with CUDA, new patchmatch dependency. 2023-08-01 23:56:41 +10:00
InvokeAI_Statement_of_Values.md Add @ebr to Contributors (#2095) 2022-12-21 14:33:08 -05:00
LICENSE Update LICENSE 2023-07-05 23:46:27 -04:00
LICENSE-SD1+SD2.txt updated LICENSE files and added information about watermarking 2023-07-26 17:27:33 -04:00
LICENSE-SDXL.txt updated LICENSE files and added information about watermarking 2023-07-26 17:27:33 -04:00
Makefile fix(app): openapi schema generation 2024-05-30 12:03:03 +10:00
mkdocs.yml docs: merge INSTALL_TROUBLESHOOTING into FAQ 2024-03-27 18:59:55 +05:30
pyproject.toml Rename latent.py -> denoise_latents.py. 2024-06-07 09:28:42 -04:00
README.md Update README.md 2024-07-01 09:12:31 -07:00
Stable_Diffusion_v1_Model_Card.md Global replace [ \t]+$, add "GB" (#1751) 2022-12-19 16:36:39 +00:00

README.md

project hero

Invoke - Professional Creative AI Tools for Visual Media

To learn more about Invoke, or implement our Business solutions, visit invoke.com

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Invoke is a leading creative engine built to empower professionals and enthusiasts alike. Generate and create stunning visual media using the latest AI-driven technologies. Invoke offers an industry leading web-based UI, and serves as the foundation for multiple commercial products.

Invoke is available in two editions:

Community Edition Professional Edition
For users looking for a locally installed, self-hosted and self-managed service For users or teams looking for a cloud-hosted, fully managed service
- Free to use under a commercially-friendly license - Monthly subscription fee with three different plan levels
- Download and install on compatible hardware - Offers additional benefits, including multi-user support, improved model training, and more
- Includes all core studio features: generate, refine, iterate on images, and build workflows - Hosted in the cloud for easy, secure model access and scalability
Quick Start -> Installation and Updates More Information -> www.invoke.com/pricing

Highlighted Features - Canvas and Workflows

Documentation

Quick Links
Installation and Updates - Documentation and Tutorials - Bug Reports - Contributing

Quick Start

  1. Download and unzip the installer from the bottom of the latest release.

  2. Run the installer script.

    • Windows: Double-click on the install.bat script.
    • macOS: Open a Terminal window, drag the file install.sh from Finder into the Terminal, and press enter.
    • Linux: Run install.sh.

  3. When prompted, enter a location for the install and select your GPU type.

  4. Once the install finishes, find the directory you selected during install. The default location is C:\Users\Username\invokeai for Windows or ~/invokeai for Linux/macOS.

  5. Run the launcher script (invoke.bat for Windows, invoke.sh for macOS and Linux) the same way you ran the installer script in step 2.

  6. Select option 1 to start the application. Once it starts up, open your browser and go to http://localhost:9090.

  7. Open the model manager tab to install a starter model and then you'll be ready to generate.

More detail, including hardware requirements and manual install instructions, are available in the installation documentation.

Troubleshooting, FAQ and Support

Please review our FAQ for solutions to common installation problems and other issues.

For more help, please join our Discord.

Features

Full details on features can be found in our documentation.

Web Server & UI

Invoke runs a locally hosted web server & React UI with an industry-leading user experience.

Unified Canvas

The Unified Canvas is a fully integrated canvas implementation with support for all core generation capabilities, in/out-painting, brush tools, and more. This creative tool unlocks the capability for artists to create with AI as a creative collaborator, and can be used to augment AI-generated imagery, sketches, photography, renders, and more.

Workflows & Nodes

Invoke offers a fully featured workflow management solution, enabling users to combine the power of node-based workflows with the easy of a UI. This allows for customizable generation pipelines to be developed and shared by users looking to create specific workflows to support their production use-cases.

Board & Gallery Management

Invoke features an organized gallery system for easily storing, accessing, and remixing your content in the Invoke workspace. Images can be dragged/dropped onto any Image-base UI element in the application, and rich metadata within the Image allows for easy recall of key prompts or settings used in your workflow.

Other features

  • Support for both ckpt and diffusers models
  • SD1.5, SD2.0, and SDXL support
  • Upscaling Tools
  • Embedding Manager & Support
  • Model Manager & Support
  • Workflow creation & management
  • Node-Based Architecture

Contributing

Anyone who wishes to contribute to this project - whether documentation, features, bug fixes, code cleanup, testing, or code reviews - is very much encouraged to do so.

Get started with contributing by reading our contribution documentation, joining the #dev-chat or the GitHub discussion board.

We hope you enjoy using Invoke as much as we enjoy creating it, and we hope you will elect to become part of our community.

Thanks

Invoke is a combined effort of passionate and talented people from across the world. We thank them for their time, hard work and effort.

Original portions of the software are Copyright © 2024 by respective contributors.