stable-diffusion-webui-composable-lora
ControlNet
stable-diffusion-webui-composable-lora | ControlNet | |
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16 | 127 | |
461 | 27,964 | |
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4.2 | 4.1 | |
about 1 year ago | 2 months ago | |
Python | Python | |
MIT License | Apache License 2.0 |
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stable-diffusion-webui-composable-lora
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Discussion Thread
They do, it just needs more work. Stable Diffusion + Latent Couple + Composable LoRA let's you have an Elon model and a Mark model in different parts of the image. No Elon/Mark-ness dominating all the subjects.
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ControlNet Reference-Only problems
https://github.com/opparco/stable-diffusion-webui-two-shothttps://github.com/butaixianran/Stable-Diffusion-Webui-Civitai-Helper https://github.com/opparco/stable-diffusion-webui-composable-lora https://github.com/thomasasfk/sd-webui-aspect-ratio-helper
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[STABLE DIFFUSION] I need help with seperating characters. (LORA)
Possibly with something like the Latent Couple extension + Composable LoRA, cf this video.
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Make a Lora only apply to specific aspect of my image?
I think it works with Regional Prompting in combination with and Composable LoRA (both std. Auto1111-extensions). Never tried myself, though.
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Is there someway to make Latent Couple + Composable Lora work on Vlad Automatic webUI?
So i noticed that Latent Couple and Composable Lora don't work on Vlad Automatic (something to do with those extensions beind made for a outdated version of A1111 webUI).
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In the prompt, how to limit the description to the outfit or an object without affecting the background?
Composable LoRA Enables using AND keyword(composable diffusion) to limit LoRAs to subprompts. Useful when paired with Latent Couple extension.
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What is the extension that makes negative Prompt not effect on Lora??? like when i type "man" that effect just on checkpoint not lora !
Its https://github.com/opparco/stable-diffusion-webui-composable-lora
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The Joker 2019 Cosplay Lora tests WIPS
I tried using composable lora but it is hardcoded to look for the "and", plus it has certain issues that haven't been resolved..
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Can anyone suggest ways I can use several trained characters in one picture (using LORA)?
Only one good suggestion can be had here and that is the composable lora extension. I think you need to use it together with the latent couple extension.
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Using multiple Loras without blending faces
Oh this is super easy, just grab the Latent Couple extension and the Composable LoRA extension. Using this you can define multiple sections for different characters, then you can have a prompt/lora unique to each section/character.
ControlNet
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With the recent developments, It looks like AI art is finally beginning to evolve in the right direction
It`s all possible. Have a look into Automatic1111`s Web UI, ControlNet, OpenPose and, if you don`t have a dedicated GPU with at least 8GB of VRAM, or at least 16GB of RAM to use the CPU, you can also use Stable Horde to use the webUI with a peer-to-peer connection, where you`ll only use a fraction of your resources, but you`ll be able to use local AI models with all the bells and whistles that you won`t get from "state-of-the-art" paid services.
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AI "Artists" Are Lazy, and the Ultimate Goal of AI Image Generation (hint: its sloth)
Next up is ControlNet. Controlnet, as Illyasviel--creator of controlnet--describes it, "let's us control diffusion models!." ControlNet is a neural network structure to control diffusion models by adding extra connections. [8]. There is more to that than what I described, but the big take-away is that ControlNet takes a preprocessed image that you provide (or is generated) and uses that as a way of constraining the output the sampler's noise generates, allowing you to have a bit more control of the output. ControlNet is typically used for character or scene "artwork", which previously would have been a challenge with just prompting alone (at least with this current architecture).
- Making a ControlNet inpaint for sdxl
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[P5V6P2] Mother and Daughter (by azfumi)
For your first part of the comment, I can simply refer you to technologies like ControlNet, LoRA and prompt embedding: https://github.com/lllyasviel/ControlNet https://github.com/microsoft/LoRA
- Calling yourself an AI artist is almost exactly the same as calling yourself a cook for heating readymade meals in a microwave
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Why is the AI not listening to my prompts?
Here you can see what every controlnet preprocessor and model do, to give you an idea of how to use
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Can't get img2img working well
Ya, it takes awhile to really start getting comfortable with the wonkiness. If you are trying to do something specific, look for a LoRA, but in general I'd recommend you get controlnet so you can feed it a reference image. Another simple trick is to edit the image a bit in GIMP or a photo editor to get the color scheme you like and then feed it back to img2img at low denoising (0.1-0.2) to refine it. You can also add just garishly bad cartoon drawing or photoshop in assets and img2img will usually make something of them and blend them into your image, I find this easier than using img2img scribble.
- ControlNet on A1111 seems to have been broken in the new update
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Can anyone help me install SD and ControlNet on my Mac pro M1?
If there are no errors, go to the "Extensions" tab, then "Install from URL". There, enter "https://github.com/lllyasviel/ControlNet" then click "Install".
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According to the poll on the recent thread, /r/dalle2 community decided to keep the subreddit restricted on Reddit.
This is a good place to start reading. Given the open-source nature of SD, there are setups of various difficulty available. A1111 is the "standard" people enjoy because it's easy to plug in new stuff (ControlNet, new models, etc.), but it's not inherently easy to set up and get going. There is an installer for it, but I haven't tried it.
What are some alternatives?
adetailer - Auto detecting, masking and inpainting with detection model.
InvokeAI - InvokeAI is a leading creative engine for Stable Diffusion models, empowering professionals, artists, and enthusiasts to generate and create visual media using the latest AI-driven technologies. The solution offers an industry leading WebUI, supports terminal use through a CLI, and serves as the foundation for multiple commercial products.
sd-webui-regional-prompter - set prompt to divided region
lora - Using Low-rank adaptation to quickly fine-tune diffusion models.
ComfyUI_Cutoff - cutoff implementation for ComfyUI
LoRA - Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
stable-diffusion-webui-two-shot - Latent Couple extension (two shot diffusion port)
sd-webui-controlnet - WebUI extension for ControlNet
Stable-Diffusion-Webui-Civitai-Helper - Stable Diffusion Webui Extension for Civitai, to manage your model much more easily.
stable-diffusion-webui-prompt-travel - Travel between prompts in the latent space to make pseudo-animation, extension script for AUTOMATIC1111/stable-diffusion-webui.
sd-webui-latent-couple - Latent Couple extension (two shot diffusion port)
stable-diffusion-webui - Stable Diffusion web UI