distributed-diffusion
Train a Stable Diffusion model over the internet with Hivemind (by chavinlo)
| distributed-diffusion | diffusion-benchmark | |
|---|---|---|
| 9 | 1 | |
| 140 | 53 | |
| - | - | |
| 10.0 | 0.0 | |
| 11 months ago | 4 months ago | |
| Python | Python | |
| GNU Affero General Public License v3.0 | Apache License 2.0 |
The number of mentions indicates the total number of mentions that we've tracked plus the number of user suggested alternatives.
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.
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.
distributed-diffusion
Posts with mentions or reviews of distributed-diffusion.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-04-04.
-
What is Midjourney doing better than us?
noob here, dunno nothing about how community could contribute be reinforcing a shared training but this is maybe what we should aim. Imagin users contributing in training a large models, with a system of upvotes like midjourney)... They have control over the model and reionforcing that. We are fragmented in multiple models, loras and such. Everyone focusin on different things. Made some researches time ago and ended up here: https://github.com/chavinlo/distributed-diffusion and this https://learning-at-home.github.io/
-
Training Stable Diffusion from Scratch Costs <$160k
Yes, hivemind trained a gpt 6B model like this.
General model training https://github.com/learning-at-home/hivemind
Stable diffusion specific https://github.com/chavinlo/distributed-diffusion
Inference only stable diffusion https://stablehorde.net/
- Distributed training
- SETI@home type model for training Stable Diffusion?
-
Decentralized Training - Train models over the internet!
Github Repo: https://github.com/chavinlo/distributed-diffusion
-
Community driven distributed diffusion training
There has been some effort to train diffusion on distributed community hardware. Mainly https://github.com/chavinlo/distributed-diffusion it is based on https://learning-at-home.github.io/ . If this takes off then we can train stable diffusion together as a community without relying on any company.
-
Colaboratory Dreambooth Training
If you want to try it on your own, you can check the repo https://github.com/chavinlo/distributed-diffusion or the discord https://discord.gg/xVsyrmhQWS
- We need as a community to train Stable Diffusion by ourselves so that new models remain opensource
diffusion-benchmark
Posts with mentions or reviews of diffusion-benchmark.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2023-01-25.
What are some alternatives?
When comparing distributed-diffusion and diffusion-benchmark you can also consider the following projects:
boinc - Open-source software for volunteer computing and grid computing.
stablediffusionAnime - High-Resolution Image Synthesis with Latent Diffusion Models
unprompted - Templating language written for Stable Diffusion workflows. Available as an extension for the Automatic1111 WebUI.
hivemind - Decentralized deep learning in PyTorch. Built to train models on thousands of volunteers across the world.
artbot-for-stable-diffusion - A front-end GUI for interacting with the AI Horde / Stable Diffusion distributed cluster