git-re-basin
artbot-for-stable-diffusion
git-re-basin | artbot-for-stable-diffusion | |
---|---|---|
9 | 85 | |
438 | 157 | |
- | - | |
3.5 | 9.4 | |
about 1 year ago | about 2 months ago | |
Python | TypeScript | |
MIT License | MIT License |
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.
git-re-basin
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Merge-Stable-Diffusion-models-without-distortion-gui
Implementation: https://github.com/samuela/git-re-basin
- I'm testing if the 1.5 and 2.0 model combine in Automatic 1111 now...
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I love SD but the pain is real
Wouldn't "applying the permutation" simply swap all the parameters in a model so they match on both models? For example, in https://github.com/samuela/git-re-basin/blob/main/src/cifar10_vgg_weight_matching.py, on line 184 they apply the permutation, and on line 192 they lerp from model A's params to the permuted model B's params. This lerp is basically a weighted sum merge, isn't it? At a lerp of 0.5, it would be somewhere in between model A and the permuted model B.
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Not really working, poorly coded sparse tensor compression of Dreambooth models. Help appreciated, code in comments
Definitely interesting, but you might get something useful out of https://github.com/samuela/git-re-basin ?
- Git Re-Basin: Merging models and preserving latent spaces (ie not the A111 linear interpolation)
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Most Popular AI Research Sept 2022 - Ranked Based On Total GitHub Stars
Git Re-Basin: Merging Models modulo Permutation Symmetries https://github.com/samuela/git-re-basin https://arxiv.org/abs/2209.04836v1
- [D] Most Popular AI Research Sept 2022 - Ranked Based On GitHub Stars
- Git Re-Basin: Merging Models Modulo Permutation Symmetries
artbot-for-stable-diffusion
- ArtBot for Stable Diffusion
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Show HN: I have created a free text-to-image website that supports SDXL Turbo
I am going to plug artbot, an actually free SD image generator: https://tinybots.net/artbot
The front end is all local, and the backend image generation run on volunteer hosts running on the AI Hoard. I donate my own 3090/2060 sometimes (albeit for text generation, not imagegen).
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NSFW AI Tools
No mention of the AI Horde anywhere?
https://tinybots.net/artbot
https://lite.koboldai.net/
- Run LLMs at home, BitTorrent‑style
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Stability AI releases its latest image-generating model, Stable Diffusion XL 1.0
This AI Horde UI has, IMO, some really good templates and suggestions:
https://tinybots.net/artbot
- SDXL 1.0 Release Candidate now in rotation on the AI Horde
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A prompt without a subject!
Tried just now and this is the result, i haven't clear what is the LSDR 3.75 parameter, im using https://tinybots.net/artbot
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[DISCUSSION] The delegitimization of AI art is nothing new...
Try either of these, they in theory would work on your phone or PC https://aqualxx.github.io/stable-ui/ https://tinybots.net/artbot
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Useful Links
ArtBot
- Sci-Fi posters
What are some alternatives?
VToonify - [SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer
unprompted - Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.
whisper - Robust Speech Recognition via Large-Scale Weak Supervision
civitai - A repository of models, textual inversions, and more
setfit - Efficient few-shot learning with Sentence Transformers
ControlNet - Let us control diffusion models!
Text2Light - [SIGGRAPH Asia 2022] Text2Light: Zero-Shot Text-Driven HDR Panorama Generation
A1111-Web-UI-Installer - Complete installer for Automatic1111's infamous Stable Diffusion WebUI
hivemind - Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
scribble-diffusion - Turn your rough sketch into a refined image using AI
storydalle
stable-diffusion-webui-colab - stable diffusion webui colab