stable-diffusion | Stable-textual-inversion_win | |
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15 | 15 | |
784 | 240 | |
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0.8 | 10.0 | |
about 1 year ago | over 1 year ago | |
Jupyter Notebook | Jupyter Notebook | |
GNU General Public License v3.0 or later | MIT License |
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stable-diffusion
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I'm building an easy-to-use stable-diffusion-based video generation tool. Looking for beta testers!
it's basically the same as deforum but less features and an order of magnitude easier to use. so it's text to img to img.
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Stable Diffusion coming into VR! Work in progress at the Deforum project
It's a free and open source project made by a team of volunteers (quite small atm) in our free time. By its very nature, anyone can join and contribute stuff. You can find it on Github https://github.com/deforum/stable-diffusion and on Discord https://discord.gg/deforum
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Yellow Submarine music video with whisper and stable diffusion
Using a modified version of DeForum notebook, I took the timestamped lyrics generated by whisper as prompt and added " in the style of an isometric video game art" to every prompt to create this video.
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List of Stable Diffusion systems - Part 3
*PICK\* (Updated Sep. 5, 2022) Colab notebook Deforum Stable Diffusion by deforum. txt2img. img2img. Inpainting. Uses deforum repo. Video tutorial #1. Video tutorial #2.
- I added 2D perspective flipping to the Deforum SD-wrapping script using perspective transform matrices. Now you can adjust the camera angle with lower VRAM usage. The merged pull-request link and details in the comments
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Fiber Collage Video
Or making your own version with this fork and code from the colab above if you wanna do it locally.
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My Stable Diffusion GUI update 1.3.0 is out now! Includes optimizedSD code, upscaling and face restoration, seamless mode, and a ton of fixes!
Very nice. Add features from hlky's webui (https://github.com/hlky/stable-diffusion) and deforum-like (https://github.com/deforum/stable-diffusion) features (ideally with some sort of timeline editor for rotation/translation/zoom) and I will support you on the Patreon.
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Crumbling Castle - AI Generated Music Video (deforum_stable_diffusion)
This was generated using an AI model called deforum_stable_diffusion
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img2img2img2img (vaguely cinematic + somewhat impressionist)
You can do very similar types of animation with the deforum notebook: https://github.com/deforum/stable-diffusion
- Stable Diffusion / Deforum Fusion animation
Stable-textual-inversion_win
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Using DreamBooth on SD on a 3090 w/24gb VRAM (about 1.5 hrs to train)
Would it be possible for you to add this new code in the "regular" textual inversion code? like in this one : https://github.com/nicolai256/Stable-textual-inversion_win - I'm using a 3090, batch size of 3, workers 10, size 384 - works pretty good but if your modification could reduce the VRAM, it could go faster.
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Question About Running Local Textual Inversion
Rinongal and nicolai256 versions, the latter of which is also the one explained in Nerdy Rodent's youtube video https://www.youtube.com/watch?v=WsDykBTjo20, work but they also have an issue of lacking editability in comparison to one made by huggingface's collab which is followed up in a very long issue on Rinongal's Github. You can add accumulate_grad_batches: 4 to the end of the finetune files like shown in Nerdy Rodent's video at this time stamp to try to alleviate this issue, but the quality isn't as good as one made in the online collab.
- NMKD Stable Diffusion GUI 1.4.0 is here! Now with support for inpainting, HuggingFace concepts, VRAM optimizations, and the model no longer needs to be reloaded for every prompt. Full changelog in comments!
- Useful link
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I like Disco Elysium so have been trying some Textual Inversion training + some internal prompt business to replicate the look of the portraits.
the prompt for this one was "a portrait of beautiful young \, painting by Michael Garmash and Kilian Eng, in the style of &",* after training * with pictures of my GF and & with all the Disco Elysium portrait pictures. using the stuff here: https://github.com/nicolai256/Stable-textual-inversion_win, also, thank you u/ExponentialCookie.
- My Stable Diffusion GUI update 1.3.0 is out now! Includes optimizedSD code, upscaling and face restoration, seamless mode, and a ton of fixes!
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Textual Inversion Help
Here is an alternate fork of the repo you talked about: https://github.com/nicolai256/Stable-textual-inversion_win
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Is there any info on how to finetune without using textual inversion?
From my understanding the only finetuning people are doing currently is using textual inversion (this https://github.com/nicolai256/Stable-textual-inversion_win/ and this https://www.reddit.com/r/StableDiffusion/comments/wvzr7s/tutorial_fine_tuning_stable_diffusion_using_only/), but this seems very different from the real finetuning Emad was talking about, and what others (like NovelAI) are doing?
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A user did an Arvalis / RJ Palmer fine-tune (textual inversion)
Cred. to florishdiffusion for showing these gens. I'm not knowledgeable on how to use text inversion but it is possible to do in Free Colab from this source
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Self Portrait, using SD and textual inversion trained on images of myself
what is your --init_word? also what is your prompt for generation? i have doing person training for 6 day and not getting a good results damn! i use https://github.com/nicolai256/Stable-textual-inversion_win
What are some alternatives?
easydiffusion - Easiest 1-click way to create beautiful artwork on your PC using AI, with no tech knowledge. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image.
textual_inversion
stable-diffusion-webui - Stable Diffusion web UI
stable-diffusion - A latent text-to-image diffusion model
stable-diffusion-webui - Stable Diffusion web UI [Moved to: https://github.com/Sygil-Dev/sygil-webui]
sd-enable-textual-inversion - Copy these files to your stable-diffusion to enable text-inversion
stable-diffusion
bitsandbytes - Accessible large language models via k-bit quantization for PyTorch.
sd-webui-colab - A repo for the maintenance of the Colab version of stable-diffusion-webui repo
stylegan2-projecting-images - Projecting images to latent space with StyleGAN2.
stablediffusion-interpolation-tools