disco-diffusion
By alembics
mindall-e
PyTorch implementation of a 1.3B text-to-image generation model trained on 14 million image-text pairs (by kakaobrain)
| disco-diffusion | mindall-e | |
|---|---|---|
| 22 | 8 | |
| 7,457 | 630 | |
| 0.1% | -0.2% | |
| 0.0 | 0.0 | |
| 10 months ago | over 1 year ago | |
| Jupyter Notebook | Python | |
| GNU General Public License v3.0 or later | GNU General Public License v3.0 or later |
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.
disco-diffusion
Posts with mentions or reviews of disco-diffusion.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-23.
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Halloween 2022
Disco-diffusion, a framework like Stable, which came out about 13 months ago: https://github.com/alembics/disco-diffusion
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Which is your favorite text to image model overall?
Runner-ups are Craiyon (for being more "creative" than SD), Disco Diffusion, minDALL-E, and CLIP Guided Diffusion.
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AI Generated Music Video using Disco Diffusion software
From the Disco Diffusion GitHub, "“A frankensteinian amalgamation of notebooks, models and techniques for the generation of AI Art and Animations.”
- List of open source machine learning AI image generation/text-to-image libraries that can be installed on an Amazon GPU instance? e.g. MinDall-E, Disco Diffusion, Pixray
- Colab notebook "Disco Diffusion v5.6, Inpainting_mode by cut_pow" by kostarion. From the developer: "Inpainting mode in #DiscoDiffusion! I've finally made the parametrised guided inpainting for disco, and applied it for more stable 2D and 3D animations. In the thread i show what's in there".
- I used an AI to create EVE Online themed Art!
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A good tutorial to get started?
Google Colab is probably the easiest way to run DD. To find the most recent version go to the GitHub page and then open the link to the Colab. Initially, you'll probably just want to experiment with the prompts. But there's also Zippy's Disco Diffusion Cheatsheet v0.3 which can be a useful place to learn more.
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Free/open-source AI Text-To-Image Models that can be run on AWS?
You can probably port Disco Diffusion pretty easily. It’s available on Google Colab, so should be straightforward. Their GitHub is: https://github.com/alembics/disco-diffusion
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Protests erupt outside of DALL-E offices after pricing implementation, press photograph
https://www.reddit.com/r/DiscoDiffusion/, https://github.com/alembics/disco-diffusion. As far as I'm aware the only way to use this is via Google Colab. Rather difficult to use because of this.
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First nice portrait on 5.6 running locally on 2070 (comparison untouched / GFPGAN)
https://github.com/alembics/disco-diffusion,
mindall-e
Posts with mentions or reviews of mindall-e.
We have used some of these posts to build our list of alternatives
and similar projects. The last one was on 2022-09-23.
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Which is your favorite text to image model overall?
Runner-ups are Craiyon (for being more "creative" than SD), Disco Diffusion, minDALL-E, and CLIP Guided Diffusion.
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minDALL-E on Conceptual Captions
minDALL-E at replicate.com. (Found here.)
GitHub: https://github.com/kakaobrain/minDALL-E Colab demo: https://colab.research.google.com/drive/1Gg7-c7LrUTNfQ-Fk-BVNCe9kvedZZsAh?usp=sharing
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We got openAI's DALL-E
For those wondering, this is minDALL-E as u/DEATH_STAR_EXTRACTOR mentioned
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[P] minDALL-E: PyTorch implementation of a 1.3B text-to-image generation model trained on 14 million image-text pairs
Hello. I introduce an open source project, which released the checkpoint of the text-to-image generation model, DALL-E. Link: https://github.com/kakaobrain/minDALL-E
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Release: 602M-parameter CLIP-conditioned diffusion model trained on Conceptual 12M (v-diffusion-pytorch)
See also the much chonkier minDALL-E: https://github.com/kakaobrain/minDALL-E Wonder which one is better? Diffusion models are pretty good with CLIP.
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Kakao Brain releases 1.3 billion parameter text-to-image model minDALL-E. Details in a comment. Example: "a Christmas tree".
According to its GitHub repo, minDALL-E was trained on 14 million image+text pairs from the Conceptual Captions and Conceptual Captions 12M datasets.
What are some alternatives?
When comparing disco-diffusion and mindall-e you can also consider the following projects:
latent-diffusion - High-Resolution Image Synthesis with Latent Diffusion Models
dalle-mini - DALL·E Mini - Generate images from a text prompt
DALLE2-pytorch - Implementation of DALL-E 2, OpenAI's updated text-to-image synthesis neural network, in Pytorch
CLIP-Guided-Diffusion - Just playing with getting CLIP Guided Diffusion running locally, rather than having to use colab.
dalle-2-preview
artroom-stable-diffusion
CLIP - CLIP (Contrastive Language-Image Pretraining), Predict the most relevant text snippet given an image
VQGAN-CLIP - Just playing with getting VQGAN+CLIP running locally, rather than having to use colab.
big-sleep - A simple command line tool for text to image generation, using OpenAI's CLIP and a BigGAN. Technique was originally created by https://twitter.com/advadnoun
guided-diffusion
disco-diffusion vs latent-diffusion
mindall-e vs dalle-mini
disco-diffusion vs DALLE2-pytorch
mindall-e vs CLIP-Guided-Diffusion
disco-diffusion vs dalle-2-preview
mindall-e vs artroom-stable-diffusion
disco-diffusion vs CLIP
mindall-e vs VQGAN-CLIP
disco-diffusion vs big-sleep
disco-diffusion vs VQGAN-CLIP
disco-diffusion vs artroom-stable-diffusion
disco-diffusion vs guided-diffusion