- include detailed runtime instructions for Windows and macOS
- include instructions for agreeing to use Hugging Face repositories
- always create directories by default when run interactively
- model downloader now supports multiple folder names for known models
- improve logging in sd.py
- ComfyUI can now load EXR files.
- There are new arithmetic nodes for floats and integers.
- EXR nodes can load depth maps and be remapped with
ImageApplyColormap. This allows end users to use ground truth depth
data from video game engines or 3D graphics tools and recolor it to
the format expected by depth ControlNets: grayscale inverse depth
maps and "inferno" colored inverse depth maps.
- Fixed license notes.
- Added an additional known ControlNet model.
- Because CV2 is now used to read OpenEXR files, an environment
variable must be set early on in the application, before CV2 is
imported. This file, main_pre, is now imported early on in more
places.
- Improve node loading order. It now occurs "as late as possible".
Configuration should be exposed as per the README.
- Added methods to specify custom folders and models used in examples
more robustly for custom nodes.
- Downloading models can now be gracefully interrupted.
- Progress notifications are now sent over the network for distributed
ComfyUI operations.
- Python objects have been moved around to prevent less transitive
package importing issues.
- Binary previews are not yet supported
- Use `--distributed-queue-connection-uri=amqp://guest:guest@rabbitmqserver/`
- Roles supported: frontend, worker or both (see `--help`)
- Run `comfy-worker` for a lightweight worker you can wrap your head
around
- Workers and frontends must have the same directory structure (set
with `--cwd`) and supported nodes. Frontends must still have access
to inputs and outputs.
- Configuration notes:
distributed_queue_connection_uri (Optional[str]): Servers and clients will connect to this AMQP URL to form a distributed queue and exchange prompt execution requests and progress updates.
distributed_queue_roles (List[str]): Specifies one or more roles for the distributed queue. Acceptable values are "worker" or "frontend", or both by writing the flag twice with each role. Frontends will start the web UI and connect to the provided AMQP URL to submit prompts; workers will pull requests off the AMQP URL.
distributed_queue_name (str): This name will be used by the frontends and workers to exchange prompt requests and replies. Progress updates will be prefixed by the queue name, followed by a '.', then the user ID.
- Run comfyui workflows directly inside other python applications using
EmbeddedComfyClient.
- Optional telemetry in prompts and models using anonymity preserving
Plausible self-hosted or hosted.
- Better OpenAPI schema
- Basic support for distributed ComfyUI backends. Limitations: no
progress reporting, no easy way to start your own distributed
backend, requires RabbitMQ as a message broker.
