efficient-dreambooth
diffusers
efficient-dreambooth | diffusers | |
---|---|---|
9 | 105 | |
45 | 1,870 | |
- | - | |
10.0 | 7.0 | |
over 1 year ago | 11 months ago | |
Dockerfile | Python | |
- | Apache License 2.0 |
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efficient-dreambooth
- Want to use your own face ? Uploading a Tutorial today !
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Inserting your face to any picture after Dreambooth (or other faces)
Well, i don't better make a video to install this repo https://github.com/smy20011/efficient-dreambooth in windows, so we all can train our models?
- Automatic1111 with WORKING local textual inversion on 8GB 2090 Super !!!
- Show HN: Train Stable Diffusion Dreambooth on 1080ti
- Train dreambooth on 11GB GPU with prebuilt docker image
- Dreambooth in 11GB of VRAM
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Help with Dreambooth
Option1: you wait for people to push the limits. its currently at 11gb.
diffusers
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Useful Links
ShivamShrirao's Diffusers Pretrained diffusion models across multiple modalities.
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DreamBooth fine-tuning failing to get the style
Like the title say I'm trying to fine-tune a model to match a style of a popular manhwa. I'm using the ShivamShrirao Google Colab to accomplish this.
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How to resume Dreambooth training?
I am running the DreamBooth_Stable_Diffusion.ipynb notebook from ShivamShrirao locally on my machine. Let's say I have trained for 500 iterations and it hasn't converged yet. How do I make it resume training from that iteration so it can do another 500?
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Non web-ui colab
My understanding, based on messages from an (alleged) representative of colabs, is that the webui is the problem, not SD itself. This also seems to be the consensus in the comments section of other posts. I have not yet seen a link to colab based webui alternatives so here is something I found from a tutorial. I am certain that there are better alternatives. Anyone have a better idea? This will still probably be useful to other people like me who are just messing around.
- [Stablediffusion] Guide pour DreamBooth avec 8 Go de vram sous Windows
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Finally got Dreambooth running without errors... but is it even using the model I trained?
I'm running ShivamShrirao's fork of diffusers; ran into a fp16 issue and had to patch in a fix from the main branch ( #1567 ).
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Shivam Stable Diffusion: Getting same example models repeatedly (SD + Dreambooth)
I am running Shivam Stable Diffusion Jupyter notebook: diffusers/DreamBooth_Stable_Diffusion.ipynb at main · ShivamShrirao/diffusers · GitHub.
- Running Stable Diffusion locally with personalized changes
- Can't create embedding's with dreambooth ckpt
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Weird issue using Shivam's Diffuser notebook
Are you using this one? https://github.com/S
What are some alternatives?
fast-stable-diffusion - fast-stable-diffusion + DreamBooth
stable-diffusion-webui - Stable Diffusion web UI
Dreambooth-Stable-Diffusion-cpu - Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion
dreambooth-docker
A1111-Web-UI-Installer - Complete installer for Automatic1111's infamous Stable Diffusion WebUI
xformers - Hackable and optimized Transformers building blocks, supporting a composable construction.
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.
stable-dreambooth-optimized - Dreambooth implementation based on Stable Diffusion with minimal code.
Dreambooth-SD-optimized - Implementation of Dreambooth (https://arxiv.org/abs/2208.12242) with Stable Diffusion