notebooks
notebooks | stable-diffusion | |
---|---|---|
17 | 15 | |
3,293 | 784 | |
2.7% | - | |
8.4 | 0.8 | |
4 days ago | about 1 year ago | |
Jupyter Notebook | Jupyter Notebook | |
Apache License 2.0 | GNU General Public License v3.0 or later |
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notebooks
- Training multiple models like ResNet50 or ViT on the same dataset [P]
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Sagemaker Model deployment and Integration
đź““ Open the notebook for an example of how to run a batch transform job for inference.
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Your own Stable Diffusion endpoint with AWS SageMaker
In order to overwrite it, the package readme has some general information about it, and also there is an example in this jupyter notebook. We are doing what is necessary via the files inside sagemaker/code, which has the inference code following SageMaker requirements, and a requirements.txt, that has the necessary dependencies that will be installed when the endpoint gets created
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Is there a huggingface model that does free response QA?
You still haven’t explained your use-case for the model. You can look up “Open Domain QA” models. There are a lot of them, but they’re often restricted in how well they generalize and benefit from fine tuning. E.g., https://github.com/huggingface/notebooks/blob/main/longform-qa/Long_Form_Question_Answering_with_ELI5_and_Wikipedia.ipynb
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List of Stable Diffusion systems - Part 3
(Updated Aug. 27, 2022) Colab notebook Stable Diffusion with diffusers by huggingface. GitHub repo. Video tutorial. Official Colab notebook. txt2img. Uses HuggingFace diffusers repo.
- anyone having issues with the textual inversion colab?
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Training textual inversion of Stable Diffusion on your own dataset
Looks like they updated the notebook 15 minutes ago. Hopefully it works now.
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Ask HN: What kind of data do I need to build a language model?
Basically, you can then do similar things using HuggingFace, as indeed many have (you can explore the models in their hub)[2]
[1] https://www.youtube.com/playlist?list=PLtmWHNX-gukKocXQOkQju...
[2] https://github.com/huggingface/notebooks/blob/main/examples/...
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[D] NLP has HuggingFace, what does Computer Vision have?
image classification: ViT, DeiT, BEiT, Swin Transformer, PoolFormer, ResNet, RegNet, ConvNeXT, Perceiver, ImageGPT, VAN. Check out the official example scripts, example notebooks.
- Need help in extracting a binary label from a text corpus
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
What are some alternatives?
pytorch-image-models - PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNet-V3/V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more
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.
Transformers-Tutorials - This repository contains demos I made with the Transformers library by HuggingFace.
Stable-textual-inversion_win
stable-diffusion - k_diffusion wrapper included for k_lms sampling. fixed for notebook.
stable-diffusion-webui - Stable Diffusion web UI
easydiffusion - Easy Diffusion is an advanced Stable Diffusion Notebook with a feature rich image processing suite.
stable-diffusion-webui - Stable Diffusion web UI [Moved to: https://github.com/Sygil-Dev/sygil-webui]
stable-diffusion-colab - Adapdet for google colab
stable-diffusion
HidamariDiffusionColab - colab for stable diffusion
sd-webui-colab - A repo for the maintenance of the Colab version of stable-diffusion-webui repo