stable-diffusion
diffusion-models-class
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stable-diffusion | diffusion-models-class | |
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15 | 22 | |
3,593 | 3,221 | |
4.6% | 5.5% | |
0.0 | 6.3 | |
12 months ago | 17 days ago | |
Jupyter Notebook | Jupyter Notebook | |
GNU General Public License v3.0 or later | Apache License 2.0 |
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stable-diffusion
- diffusion low level question
- Does anyone know a white-label Automatic1111 equivalent?
- How to run a .safetensors model with runwayml/stable-diffusion?
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Stability-AI vs RunwayML Stable Diffusion
What are the differences between the stable diffusion projects by Stability-AI and RunwayML? In addition, a similar project Diffusers by HuggingFace also exists, is that different as well?
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Getty Images is suing the creators of AI art tool Stable Diffusion for scraping its content.
Ok. I refreshed my memory (here). RunwayML did the training. Stability AI donated the compute. At least. 1 member of the german research team has gone to work for RML and basically continued his work there. I'm not clear at all on the relationship between SAI and RML.
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Thank you to all the alpha testers! RunDiffusion.com is ready! Launch a stable diffusion server in minutes on industry leading hardware for $0.50 /hr. Automatic1111 with 20+ Models ready on boot. File browser to persist files. Smart timer so you don't accidentally leave it running. 15 min free!
Pretty sure. There's an in painting model that is available! I heard it's pretty good! https://github.com/runwayml/stable-diffusion
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Captain Picard facepalm outpainting
so use it with the fork it was designed to work on: https://github.com/runwayml/stable-diffusion
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Stability AI's Take on Stable Diffusion 1.5 and the Future of Open Source AI
source: https://github.com/runwayml/stable-diffusion/blob/main/Stable_Diffusion_v1_Model_Card.md
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Stable Diffusion v1.5 Weights Released
If this gets taken down because of the cucks at Stability, you can also download the model weights at https://github.com/runwayml/stable-diffusion
- RunwayML fine tuned Stable Diffusion 1.5 model
diffusion-models-class
- diffusion low level question
- Here's a learning resource
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[R] Classifier-Free Guidance can be applied to LLMs too. It generally gives results of a model twice the size you apply it to. New SotA on LAMBADA with LLaMA-7B over PaLM-540B and plenty other experimental results.
When you use stable diffusion, you can adjust the classifier free guidance scale to control how much it follows the input prompt. From what I understand(check https://github.com/huggingface/diffusion-models-class/tree/main/unit3), what cfg does is that it generates an unconditional image and an image conditional on the text prompt, and then scale up the difference.
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Ai Coding roadmap
https://huggingface.co/learn/nlp-course/ https://huggingface.co/docs/transformers (go through the task guide) https://github.com/huggingface/diffusion-models-class http://d2l.ai/ https://www.youtube.com/watch?v=VMj-3S1tku0&list=PLAqhIrjkxbuWI23v9cThsA9GvCAUhRvKZ
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How does stable diffusion work from a technical perspective?
I couldn't understand the original paper(havent done meth in a long time). This blog post and short course help me to understand.
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Using SD programatically with APIs
The Diffusion Models Course is another good resource to learn more technical details.
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I made a generative 3D game and took a walk in the streets of Paris. Playback speed 30x
Next, you need to become familiar with the diffusion model. I recommend this huggingface's course(https://github.com/huggingface/diffusion-models-class) because it is very high quality and you will learn while using diffusers. At first glance, it may not seem directly related to this game, but in my case, knowing what is happening in diffusers helped me in many ways: trial and error, inspiration for ideas, etc. I had no knowledge of pytorch (the deep learning library used for diffusers), so I also took this course (https://www.udacity.com/course/deep-learning-pytorch--ud188) which was in the prerequisites for that huggingface's course. It was also very good.
- Sunt AI Research Scientist, AMA
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Dreambooth Hackaton: How can we use a text-to-image model to explore the cinematographic appeal of Torres del Paine 🇨🇱?
Hugging Face Dreambooth Hackaton details
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[N] Personalise Stable Diffusion models in DreamBooth Hackathon
Details: https://github.com/huggingface/diffusion-models-class/blob/main/hackathon/README.md
What are some alternatives?
auto-sd-paint-ext - Extension for AUTOMATIC1111 to add custom backend API for Krita Plugin & more
deforum-stable-diffusion
glid-3-xl-stable - stable diffusion training
UnstableFusion - A Stable Diffusion desktop frontend with inpainting, img2img and more!
stable-diffusion-webui - Stable Diffusion web UI
tutorials - AI-related tutorials. Access any of them for free → https://towardsai.net/editorial
imaginAIry - Pythonic AI generation of images and videos
approachingalmost - Approaching (Almost) Any Machine Learning Problem
auto-sd-krita - AUTOMATIC1111 webUI + Krita Plugin with superb Inpainting
pml-book - "Probabilistic Machine Learning" - a book series by Kevin Murphy
yasd-discord-bot - Yet Another Stable Diffusion Discord Bot
deforumed-walk - Take a walk in the generated world.