unpaint
A simple Windows / Xbox app for generating AI images with Stable Diffusion. (by axodox)
Olive
Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation. (by microsoft)
unpaint | Olive | |
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6 | 14 | |
261 | 1,304 | |
- | 6.1% | |
8.2 | 9.7 | |
about 2 months ago | 6 days ago | |
C++ | Python | |
GNU General Public License v3.0 or later | MIT License |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
unpaint
Posts with mentions or reviews of unpaint.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-07.
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I ported Stable Diffusion onto Xbox Series X and S.
Here are the details: Running Unpaint on the Xbox Series consoles · axodox/unpaint Wiki (github.com)
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Unpaint: a compact, fully C++ implementation of Stable Diffusion with no dependency on python
I also started to build an app of my own on top of it called Unpaint (which you can download and try following the link), targeting Windows and (for now) DirectML. The app provides the basic Stable Diffusion pipelines - it can do txt2img, img2img and inpainting, it also implements some advanced prompting features (attention, scheduling) and the safety checker. It is lightweight and starts up quickly, and it is just ~2.5GB with a model, so you can easily put it on your fastest drive. Performance wise with single images is on par for me with CUDA and Automatic1111 with a 3080 Ti, but it seems to use more VRAM at higher batch counts, however this is a good start in my opinion. It also has an integrated model manager powered by Hugging Face - though for now I restricted it to avoid vandalism, however you can still convert existing models and install them offline (I will make a guide soon). And as you can see on the above images: it also has a simple but nice user interface.
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Looking for a "censored" or "SFW" 1.5 model
The source code is on GitHub (here: axodox/native-diffusion (github.com)), there is also an installer in releases, if you want to try it.
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Nvidia: "2x performance improvement for Stable Diffusion coming in tomorrow's Game Ready Driver"
I made a C++ test project here: Release Olive Test · axodox/native-diffusion (github.com)
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Stable Diffusion XUI for Nvidia and AMD GPU
Well, I am working on a port of StableDiffusion which uses C++ only, no python, no other dependencies and crap. I have txt2img, img2img and inpainting fully working now.
Olive
Posts with mentions or reviews of Olive.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-06-11.
- FLaNK Stack Weekly for 12 June 2023
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Unpaint: a compact, fully C++ implementation of Stable Diffusion with no dependency on python
I use Microsoft Olive to optimize my networks. It works rather well as I did make my inference speed like 2-3 times faster, the models smaller and VRAM usage was reduced as well, though this needs the latest nvidia drivers to happen.
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A1111 vs Olive vs AITemplate.
First update drivers, then follow the instruction here: Olive/README.md at main · microsoft/Olive · GitHub I try SD1.5 and DreamShaper model, both hit 30it/s
- I have created Olive model. But what is the next step? Who knows?
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AMD support for Microsoft® DirectML optimization of Stable Diffusion
Microsoft has provided a path in DirectML for vendors like AMD to enable optimizations called ‘metacommands’. In the case of Stable Diffusion with the Olive pipeline, AMD is building driver support for a metacommand implementation intended to improve performance and reduce the time it takes to generate output from the model. This feature will be validated on AMD RDNA™ 3 devices including AMD Radeon™ RX 7900 Series graphics cards and AMD Ryzen™ 7040 Series Mobile processors with Radeon™ graphics.
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Nvidia:"2x performance improvement for Stable Diffusion coming in tomorrow's Game Ready Driver"
Olive is an easy-to-use hardware-aware model optimization tool that composes industry-leading techniques across model compression, optimization, and compilation. Given a model and targeted hardware, Olive composes the best suitable optimization techniques to output the most efficient model(s) for inferencing on cloud or edge, while taking a set of constraints such as accuracy and latency into consideration.
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NVIDIA and Microsoft Drive Innovation for Windows PCs in New Era of Generative AI
Repository: https://github.com/microsoft/Olive
- Nvidia: "2x performance improvement for Stable Diffusion coming in tomorrow's Game Ready Driver"
What are some alternatives?
When comparing unpaint and Olive you can also consider the following projects:
a1111-sd-webui-locon - A extension for loading LyCORIS model in sd-webui
chatdocs - Chat with your documents offline using AI.
stable-diffusion-webui-amdgpu - Stable Diffusion web UI
StableDiffusionUI - Stable Diffusion UI: Diffusers (CUDA/ONNX)
documenso - The Open Source DocuSign Alternative.
axodox-machinelearning - This repository contains a pure C++ ONNX implementation of multiple offline AI models, such as StableDiffusion (1.5 and XL), ControlNet, Midas, HED and OpenPose.
SDAtom-WebUi-us - Queue system for AUTOMATIC1111's webui
azurelinux - Linux OS for Azure 1P services and edge appliances
kafka-connect-servicenow - ServiceNow connector for Kafka Connect.
unpaint vs a1111-sd-webui-locon
Olive vs chatdocs
unpaint vs stable-diffusion-webui-amdgpu
Olive vs StableDiffusionUI
unpaint vs StableDiffusionUI
Olive vs documenso
unpaint vs axodox-machinelearning
Olive vs SDAtom-WebUi-us
unpaint vs azurelinux
Olive vs stable-diffusion-webui-amdgpu
unpaint vs SDAtom-WebUi-us
Olive vs kafka-connect-servicenow