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Robert Wojciechowski
2025-07-26 13:07:46 +10:00
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## Key Features
#### Parallel Workflow Processing
- Run the same workflow on multiple GPUs simultaneously with different seeds
- Get multiple outputs in the same time it takes to generate one
- The more workers you have, the more output you get
- Supports both video and images
- Run workflows on multiple GPUs simultaneously with varied seeds
- Generate multiple outputs in the time of one
- Scale output with more workers
- Supports images and videos
#### Distributed Upscaling
- Supercharge Ultimate SD Upscale by having tiles processed across multiple GPUs
- Intelligent work distribution for asymmetrical GPU setups
- Static distribution for similar/same GPUs
- Supports both single images and image batches
- Accelerate Ultimate SD Upscale by distributing tiles across GPUs
- Intelligent distribution for asymmetric setups
- Static distribution for similar GPUs
- Handles single images and batches
#### Convenience
- Automatically set up your local workers and easily add remote and cloud workers
- Manage the workers through the UI panel
- Easily convert any workflow to a distributed one, using no more than 2 nodes
#### Management & Monitoring
- **Worker Management** - Launch and monitor workers from the UI
- **Network Support** - Use GPUs across different machines on your network
- **Cloud Support** - Use GPUs from cloud providers
- **Real-time Monitoring** - Track worker status and performance from the UI
- **Easy Configuration** - JSON-based configuration with UI controls
- Auto-setup local workers; easily add remote/cloud ones
- Manage workers via UI panel
- Convert workflows to distributed with less than 2 nodes
- JSON configuration with UI controls
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## FAQ
Does it combine VRAM of multiple GPUs?
No.
<details>
<summary>Does it combine VRAM of multiple GPUs?</summary>
No, it does not combine VRAM of multiple GPUs.
</details>
Does it speed up the generation of a single image/video?
No, it gives you more images/videos, rather than a faster single one. However, it does speed up the upscaling of a single image using the Ultimate SD Upscale Distributed.
<details>
<summary>Does it speed up the generation of a single image or video?</summary>
No, it does not speed up the generation of a single image or video. Instead, it enables the generation of more images or videos simultaneously. However, it can speed up the upscaling of a single image when using the Ultimate SD Upscale Distributed feature.
</details>
Does it work with ComfyUI desktop app?
Not currently.
<details>
<summary>Does it work with the ComfyUI desktop app?</summary>
Currently, it is not compatible with the ComfyUI desktop app.
</details>
Can I combine my RTX 5090 with a GTX 980 to get faster results?
You can, but this works best with cards that are similar. If you have a large imbalance between GPUs, you will run into bottlenecks. Although you could still benefit from Ultimate SD Upscale Distributed with static_distribution set to false. This will allow the faster card to process more. Note this only works for upscaling.
<details>
<summary>Can I combine my RTX 5090 with a GTX 980 to get faster results?</summary>
Yes, you can combine different GPUs, but performance is optimized when using similar GPUs. A significant performance imbalance between GPUs may cause bottlenecks. For upscaling, setting `static_distribution` to `false` allows the faster GPU to handle more processing, which can mitigate some bottlenecks. Note that this setting only applies to upscaling tasks.
</details>
Does this work with cloud providers?
Yes, see setup guides.
<details>
<summary>Does this work with cloud providers?</summary>
Yes, it is compatible with cloud providers. Refer to the setup guides for detailed instructions.
</details>
Can I make this work with my Docker setup?
Yes, it does work, but you need to know how to set up your Docker environment. I won't be able to assist you with that.
<details>
<summary>Can I make this work with my Docker setup?</summary>
Yes, it is compatible with Docker setups, but you will need to configure your Docker environment yourself. Unfortunately, assistance with Docker configuration is not provided.
</details>
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