StableCascade
ComfyUI_examples
StableCascade | ComfyUI_examples | |
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4 | 6 | |
6,382 | 1,087 | |
3.6% | - | |
7.2 | 7.2 | |
3 months ago | about 1 month ago | |
Jupyter Notebook | HTML | |
MIT License | - |
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StableCascade
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Stable Cascade Prompt Following Is Amazing — This Model Has Huge Potential — High Resolutions Uses Lesser VRAM
Stability AI recently released Stable Cascade. You can read here : https://github.com/Stability-AI/StableCascade
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Stable Cascade VS StableCascade - a user suggested alternative
2 projects | 13 Feb 2024
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Stable Cascade
I see in the commits that the license was changed from MIT to their own custom one: https://github.com/Stability-AI/StableCascade/commit/209a526...
Is it legal to use an older snapshot before the license was changed in accordance with the previous MIT license?
ComfyUI_examples
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Stable Cascade
ComfyUI is similar to Houdini in complexity, but immensely powerful. It's a joy to use.
There are also a large amount of resources available for it on YouTube, GitHub (https://github.com/comfyanonymous/ComfyUI_examples), reddit (https://old.reddit.com/r/comfyui), CivitAI, Comfy Workflows (https://comfyworkflows.com/), and OpenArt Flow (https://openart.ai/workflows/).
I still use AUTO1111 (https://github.com/AUTOMATIC1111/stable-diffusion-webui) and the recently released and heavily modified fork of AUTO1111 called Forge (https://github.com/lllyasviel/stable-diffusion-webui-forge).
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A comparison Stable Diffusion XL 1.0 using Fooocus, Automatic1111 and ComfyUI
For ComfyUI, the workflow was sdxl_refiner_prompt_example.
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including workflows
GitHub - comfyanonymous/ComfyUI_examples: Examples of ComfyUI workflows
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PromptONLY for 3 Celebs
Here are examples of Noisy Latent Composition. Noisy latent composition is when latents are composited together while still noisy before the image is fully denoised. Since general shapes like poses and subjects are denoised in the first sampling steps this lets us for example position subjects with specific poses anywhere on the image while keeping a great amount of consistency. The subjects are then composited (pasted) onto the background with some feathering applied. The rest of the sampling steps are then run on this composited image. ComfyUI_examples/noisy_latent_composition at master · comfyanonymous/ComfyUI_examples · GitHub I dont use auto1111 so i unsure of its equivalent but ImpossibleAds answer sounds pretty similar.
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Is Stable Diffusion able to process multiple image prompts at the same time?
From what i've seen, this guy has done some composition stuff, not sure what exactly though: https://github.com/comfyanonymous/ComfyUI_examples/tree/master/noisy_latent_composition
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Landscape Combination with ComfyUI
This is just a slightly modified ComfyUI workflow from an example provided in the examples repo. The idea is that it creates a tall canvas and renders 4 vertical sections separately, combining them as they go. Then there's a full render of the image with a prompt that describes the whole thing. And there's the addition of an astronaut subject standing in the scene. Comfy UI looks daunting at first and I didn't try it the first or second time I came across it, but it's really just a good way to get more control over your creation while learning more about how SD works. Also, the image IS the workflow. Install ComfyUI and run it. Then drag the image onto it and it'll build out the workflow for you.
What are some alternatives?
stable-diffusion-webui-forge
Fooocus - Focus on prompting and generating
ComfyUI - The most powerful and modular stable diffusion GUI, api and backend with a graph/nodes interface.
StableCascade - Official Code for Stable Cascade
sd-webui-lobe-theme - 🅰️ Lobe theme - The modern theme for stable diffusion webui, exquisite interface design, highly customizable UI, and efficiency boosting features.
ComfyUI-DiffusersStableCascade - Simple inference with StableCascade using diffusers in ComfyUI
zero123 - Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)