stable-diffusion-ui
Dreambooth-SD-optimized
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stable-diffusion-ui | Dreambooth-SD-optimized | |
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249 | 26 | |
6,808 | 341 | |
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9.9 | 1.8 | |
10 months ago | over 1 year ago | |
JavaScript | Jupyter Notebook | |
GNU General Public License v3.0 or later | MIT License |
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stable-diffusion-ui
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Useful Links
CMDR2's 1-Click Installer
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Best current stable diffusion UI app?
Hey so i'm currently using easydiffusion but its missing one feature i've been really wanting to play around with recently. Video, and i've heard from some others that its one of the easiest to install but least peformant and worse options you can get; so what do you guys suggest?
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The softer side of self hosting: The aesthetics, logos
Or just use the CPU and it works, just takes a few minutes. stable diffusion cpu But don't let me stop you, I need one too.
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So how is nvidia gpu experience these days?
No. CUDA is very straightforward. There is even a nice project that sets up Stable Diffusion for you. With basically no knowledge about AI i was able to get it to run. If i recall correctly i just needed to install one dependency manually, and i was provided with nice web gui for playing with it.
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Models and samplers…
You could read the guide first: https://github.com/cmdr2/stable-diffusion-ui/wiki/UI-Overview or Start easy diffusion
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Could someone please make my wife into a realistic sculpture/statue? Will tip $50 for a perfect one!
Thanks and your right there are loads, trying out this from GitHub
- What is the text-to-image AI tool?
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Tip for a (kinda) newbie
Simplest start https://github.com/cmdr2/stable-diffusion-ui
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SD privacy? Offline? Concerns?
First is Easy Diffusion, you need to be online just once to run the installer. It downloads several extra files. Let it finish and then make some test pictures. Exit everything (browser window and text window). Then anytime you want to run it, just turn off internet and run the batch file to start it up. No internet!
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Need help installing SD on AMD!!
Yesterday I got Easy Diffusion to work (on Windows only), but it refuses to use the GPU and instead uses the CPU, which of course, takes nearly an hour to make a 512x512 image.
Dreambooth-SD-optimized
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Rtx 4070 Ti which dreambooth could fit
Hey guys im quite new to dream booth i tried the one in stabel diffusion but wasnt really satisfied with the output. Im lloking for a external dreambooth that could be started with anaconda but doesnt need 24 gb Vram i only have 12 Gb. I tried gammagec / Dreambooth-SD-optimizedbut he says you need at least 24 GB
- Best Local SD/Dream Both Combination For Those With 24GB Cards
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Update 1.7.0 of my Windows SD GUI is out! Supports VAE selection, prompt wildcards, even easier DreamBooth training, and tons of quality-of-life improvements. Details in comments.
Using this GitHub https://github.com/gammagec/Dreambooth-SD-optimized from this guide https://pastebin.com/xcFpp9Mr
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Questions about training parameters.
I had pretty good results with 20 images of myself, 200 reg images and 6000 step using https://github.com/gammagec/Dreambooth-SD-optimized.
- [Dreambooth] I changed something about the way Dreambooth training works. Tell me what you think, please.
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First full music video with Deforum 0.5 (single render)
I use Automatic1111 for SD and then Dreambooth Optimized https://github.com/gammagec/Dreambooth-SD-optimized to do custom models.
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How to increase the value of the num_workers?
Gammagec Dreambooth-SD-optimized - https://github.com/gammagec/Dreambooth-SD-optimized
- [Guide] DreamBooth Training with ShivamShrirao's Repo on Windows Locally
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Looking to replicate these kind of effects in stable diffusion. Anyone know what prompts/techniques would be involved? I'd guess they used img2img + ebsynth?
I use this dreambooth repo to train the SD model. https://github.com/gammagec/Dreambooth-SD-optimized Here's the video that shows how to install it in very good detail. https://youtu.be/TwhqmkzdH3s He uses it to train in a face but you can use it to train in a style as well. I suggest taking about 15 or 20 detailed frames of the video and training it in as a style for the class name. You'll have to experiment with how many training steps to take. I suggest doing 1,000 steps at a time and testing out the model. Also don't leave the default "sks", the researchers forgot that that's a common acronym if you know what I mean. Do something like my_style1 so the model doesn't get confused with something else.
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Fewer steps produce more clear images
I'm using this guide: https://www.reddit.com/r/StableDiffusion/comments/xpoexy/yet_another_dreambooth_post_how_to_train_an_image/ to train locally with this repo https://github.com/gammagec/Dreambooth-SD-optimized on windows. Needs a 24gb card though.
What are some alternatives?
stable-diffusion-webui - Stable Diffusion web UI
ComfyUI - The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
Dreambooth-Stable-Diffusion - Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) by way of Textual Inversion (https://arxiv.org/abs/2208.01618) for Stable Diffusion (https://arxiv.org/abs/2112.10752). Tweaks focused on training faces, objects, and styles.
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
Stable-Diffusion-Regularization-Images - For use with fine-tuning, especially the current implementation of "Dreambooth".
A1111-Web-UI-Installer - Complete installer for Automatic1111's infamous Stable Diffusion WebUI
Dreambooth-Stable-Diffusion - Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
civitai - A repository of models, textual inversions, and more
kohya_ss
SHARK - SHARK - High Performance Machine Learning Distribution
fast-stable-diffusion - fast-stable-diffusion + DreamBooth