Deep-Learning-Ultra
fastsdcpu
Deep-Learning-Ultra | fastsdcpu | |
---|---|---|
1 | 6 | |
75 | 913 | |
- | - | |
7.6 | 9.5 | |
7 months ago | 21 days ago | |
Jupyter Notebook | Python | |
Apache License 2.0 | MIT License |
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.
Deep-Learning-Ultra
fastsdcpu
-
FastSD CPU beta 21 - SDXL Turbo OpenVINO support (2.5 seconds on CPU)
Release : https://github.com/rupeshs/fastsdcpu/releases/tag/v1.0.0-beta.21
-
Krita AI Diffusion
Too bad I don't have the Hardware to run it. Anyone had success with stable diffusion on Steam Deck ? The only thing that works for me is https://github.com/rupeshs/fastsdcpu , but it takes 1m per 512x512 image and is LCM
-
$95 AMD CPU Becomes 16GB GPU to Run AI Software
> one minute and 50 seconds to generate a 512 x 512-pixel image with the default setting of 50 steps
A little over 2s/iter? That is... Not great.
It is slower than CPU diffusion: https://github.com/rupeshs/fastsdcpu
Stable Diffusion in particular doesn't need much VRAM anyway. I get that many people are stuck on lower end computers, but ~4GB is not an unreasonable requirement.
- FLaNK Stack Weekly for 30 Oct 2023
- Generate images in one second on your Mac using a latent consistency model
- rupeshs/fastsdcpu: Fast stable diffusion CPU
What are some alternatives?
bitsandbytes - Accessible large language models via k-bit quantization for PyTorch.
safetensors_util - Utility for Safetensors Files
sd-gui - Clean and simple Stable Diffusion GUI for macOS, Windows, and Linux
qlora - QLoRA: Efficient Finetuning of Quantized LLMs
latent-consistency-model - Run Latent Consistency Models on your Mac
stablediffusion-infinity - Outpainting with Stable Diffusion on an infinite canvas
jupyter-notebook-package - A Kurtosis package for Python data engineers, deploying a Jupyter notebook along with a configurable set of databases, and a visualization tool (Streamlit)
Once-Upon-AI-Time - GPT-3 and Stable Diffusion powered short story generator
openapi-devtools - Browser extension that generates API specs for any app or website
lang-segment-anything - SAM with text prompt
dnd-ai-art-bot - A Discord bot to generate AI art. Compatible with Dreamstudio
stable-diffusion-krita-plugin