stable-fast
civitai
stable-fast | civitai | |
---|---|---|
11 | 639 | |
1,018 | 5,760 | |
- | 2.7% | |
9.3 | 10.0 | |
about 1 month ago | 2 days ago | |
Python | TypeScript | |
MIT License | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
stable-fast
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Has anyone managed to get TensorRT working in ComfyUI on Windows?
Download (https://github.com/chengzeyi/stable-fast/releases) and install stable-fast binary, compiled according to your system: pip install stable_fast-0.0.13.post3+torch210cu118-cp310-cp310-win_amd64.whl
- Optimum-NVIDIA - 28x faster inference in just 1 line of code !?
- stable-fast for SD inference: Faster than AITemplate, On par with TensorRT
- [N] stable-fast for SD inference: Faster than AITemplate, On par with TensorRT
- Stable-fast for SD inference: Faster than AITemplate, On par with TensorRT
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SDXL Turbo: A Real-Time Text-to-Image Generation Model
SDXL and ControlNet are already optimized, if thats what you mean: https://github.com/chengzeyi/stable-fast
(Note the links to various SD compilers).
But the whole field is moving so fast that people aren't even adopting the compilers at large.
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Getting sub 100ms refresh rate on LCMs
> already compiling
Hmm, well if you mean torch.compile, y'all should still check out stable-fast, which is claiming ~16ms/iter on a 4090:
https://github.com/chengzeyi/stable-fast#rtx-4090-512x512-ba...
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Generate images fast with SD 1.5 while typing on Gradio
Now combine this with an optimized SD implementation, like:
https://github.com/chengzeyi/stable-fast
Or AITemplate, and you are at 15FPS on a larger consumer GPU. 10 with a controlnet you can use for some motion consistency.
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S-LoRA: Serving Concurrent LoRA Adapters
Since I am sending you down the rabbit hole anyway, you should check out sfast:
https://github.com/chengzeyi/stable-fast
It's, the most promising "fast" and flexible stable diffusion implementation akin to this paper or vLLM that I know of. It doesn't have as many caveats as other implementations, like AITemplate (which is basically Turing+ and linux only) or torch.compile (basically no support for changing inputs/loras).
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🚀Announcing stable-fast v0.0.5: Speed Optimization for SDXL, Dynamic CUDA Graph
About 2 weeks ago, I released the stable-fast project, which is a lightweight inference performance optimization framework for HuggingFace Diffusers. It provides best performance while keeping the compilation dynamic and flexible, and supports ControlNet and LoRA seamlessly.
civitai
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Washington's Lottery forced to pull site after creating AI porn of lotto user
I find it quite funny, especially if you realize that something like 90% of the Stable Diffusion model fine-tunes out there are actually made for generating porn or images of females. Go to the website that has the most image generation models to verify this for yourself: https://civitai.com
WARNING don't visit this site on your work computer.
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JavaScript Bloat in 2024
Remember The Website Obesity Crisis [1] article from 2015, since then [2] things only got worse, and it is been almost 10 years already (at the end of 2024).
Is it foolish to say that in 10 more years you wont be able to navigate the web on a circa 2015 PC ? If nothing changes seems like it.
My old macbook from 2013 with latest Firefox is already can not handle loading https://civitai.com web page with 23.98 MB of JavaScript, it is just hangs for half a minute while trying to render this disaster of web frontend.
[1] https://idlewords.com/talks/website_obesity.htm
[2] https://hn.algolia.com/?dateRange=all&page=0&prefix=true&que...
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Generate Unlimited AI Images for Free Online
One of the most popular free AI image generators right now is Civitai. Civitai uses a cutting-edge AI model to turn text prompts into photorealistic images in seconds.
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Ask HN: Those making $500/month on side projects in 2024 – Show and tell
Soz, I don't like to cross link my accounts, especially with all this TSWift shenanigans going around. But, if you look at https://civitai.com/ plenty of people have links to their ko-fi accounts where you can commission them (heck you may even find me somewhere on there).
- Google Imagen 2
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Help with finding an AI art site.
civitai.com ?
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Prompts?
all the samples images on models at https://civitai.com/ have prompts included. I used to have a bunch of sites that list prompts bookmarked, but I lost all my bookmarks recently :(
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not sure how to set up conterfiet modal
https://civitai.com/ most people grab models here these days I think. At least I do. And yeah, make sure to put checkpoints in the model folder, and lora in the lora folder, and hit the refresh button and it should show up.
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Online AI instagram model with stable diffusion Attempt 1(support needed, like desperately, like really bad)
Go to civitai.com, look for images that look realistic, study their prompts and the models used to generate them.
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‘Nudify’ Apps That Use AI to ‘Undress’ Women in Photos Are Soaring in Popularity
Tons of models to pick from on Civitai. I have a bunch downloaded for making NPCs for DnD.
What are some alternatives?
Fooocus - Focus on prompting and generating
stable-diffusion-webui-colab - stable diffusion webui colab
gpt-fast - Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
huggingface_hub - The official Python client for the Huggingface Hub.
TensorRT-LLM - TensorRT-LLM provides users with an easy-to-use Python API to define Large Language Models (LLMs) and build TensorRT engines that contain state-of-the-art optimizations to perform inference efficiently on NVIDIA GPUs. TensorRT-LLM also contains components to create Python and C++ runtimes that execute those TensorRT engines.
stable-diffusion-webui - Stable Diffusion web UI
stable-diffusion-ui - Easiest 1-click way to install and use Stable Diffusion on your computer. Provides a browser UI for generating images from text prompts and images. Just enter your text prompt, and see the generated image. [Moved to: https://github.com/easydiffusion/easydiffusion]
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.
stable.art - Photoshop plugin for Stable Diffusion with Automatic1111 as backend (locally or with Google Colab)
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.
A1111-Web-UI-Installer - Complete installer for Automatic1111's infamous Stable Diffusion WebUI
stablediffusion - High-Resolution Image Synthesis with Latent Diffusion Models