Emad acc/acc Profile picture
Aug 22, 2022 11 tweets 4 min read Read on X
Delighted to announce the public open source release of #StableDiffusion!

Please see our release post and retweet! stability.ai/blog/stable-di…

Proud of everyone involved in releasing this tech that is the first of a series of models to activate the creative potential of humanity
We are also delighted to announce the public beta release of #DreamStudio, our reference implementation to allow anyone to create anything.

The public API will be available here shortly to extend your creativity and enable new experiences.

beta.dreamstudio.ai
We have more to come and expect an explosion of originality in UI/UX and new ways to create both from our efforts and those of the community, which everyone should join at discord.gg/stablediffusion !

Developers, creatives and those inspired by this, all are welcome to come & dream
A sneak peek at some of the futures to come for #DreamStudio, including local GPU usage, animation, logic-based pipeline flow with more such as inpainting, dynamic variation and latent space exploration to come..

Very proud of the whole team and look forward to the future
We look forward to highlighting the work of all those who build on #StableDiffusion (note per the license you have to say if you are! But use the hashtag anyway as that's the cool thing to do), as well as supporting them in various ways with some big announcements to come..
To the license itself and the extra work done, this comes in two parts.

The license is ethical use and should be distributed with model and made available to end users. It is permissive and respectful of individual responsibility.

We hope it sets a standard for these models.
The safety filters incorporated in the default package can be adjusted (you can even add things like removing clowns), but are important given the various limitations highlighted in the model card for this general first model that is reflective of humanity huggingface.co/CompVis/stable…
... or at least what humanity is reflected in a scrape of the internet.

It does not target any specific group and sets a basis from which far better and diverse models can be built.

We will be building models and datasets for all cultures, races and countries.

Plus...
We are making it so every individual can create, fine-tune and train their own models that take their information and condense them down to a few gigabytes.

These are really generative search engines that take our information and turn it into compressed knowledge.
By making these frameworks we look forward to the diversity this will create and encourage you to come and share on our community and let us know how we can support you.

Many more models to come but this is only possible through the work of our communities, partners and you.
Today we all made the World a more creative, happier and communicative place.

More to come in the next few days but I for one can't wait to see what you all create.

Let's activate humanity's potential.

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More from @EMostaque

Apr 20, 2023
This is our business model for folk that keep asking:

Stable models are benchmark open source of every modality based on open data.

We'll have sectoral/commercially licensed ones via our partners eg AWS to your data.

We also build custom models for largest cos & govts
We will be the largest supporter of open source innovation via individuals, collaboratives and academia.

That is the Linux to our Red Hat as it were.

The Stable series of models will be the building blocks for turning the private data of the world into intelligence to help
This is a good and solid infrastructure play similar to ASML and the best researchers should join and collaborate with us.

We have loads of announcements to come but by bringing stability to a chaotically growing technology we will make it easier & safer for folk to use
Read 6 tweets
Apr 19, 2023
Proud of team after dealing with melted GPUs and more starting to release these (currently very alpha) models

Loads of details, inner workings & more coming soon now that this is out, should view this as a continuous process now vs a one and done, loads of complexity in LLMs
We have been honing down on our exact position in the ecosystem and it is this.

We will be the biggest supporter of the open ecosystem, academic, independent and otherwise.

The stable series of models is the equivalent of Red Hat, done deliberatively & fully open & auditable
We will make these available across every modality, sector and nationality to provide the foundation to activate humanity's potential, building blocks you can take to your private data and own, on device or on prem or in the cloud via new services such as @awscloud Bedrock
Read 4 tweets
Mar 29, 2023
The argument private companies should hyperscale large models they themselves say could flip our society & kill us all because otherwise China or Russia will get there first is specious

If proponents actually believe that then large trainings should be nationalized by military
Fear of the other is no reason to do what is effectively gain of function research into models that exhibit crazy emergent properties and we have basically zero idea how to align.

Alignment is orthogonal to freedom as you must take the liberty of a entity more capable than you
To ensure it does as you say.

However, large emergent models can be very dangerous without achieving AGI or sentience.

I don't think a pause will do much but signed in the spirit of the letter that transparency & coordination & better governance is 💯 needed
Read 6 tweets
Mar 11, 2023
To all impacted by #svb it will be ok.

The best analysis on this is (as usual) by Matt Levine at Bloomberg and I would agree with the below as the base case.

There will still be plenty of knock on effects but this is not the big systemic issue.. yet.

bloomberg.com/opinion/articl…
The bulk of the assets are not complex and the market is functioning well so expect a rapid resolution versus prior bank failures which still had depositors pretty much made whole.

The book will likely be bought by just a few entities also speeding things up absent takeover.
The purchase of long dated bonds was a stupid trade causing a mismatch, but their are plenty of folk who can hold them to maturity, including by basically putting them to the Fed (which svb couldn’t given the mess they got in).

So plenty of buyers and nothing to complex in there
Read 4 tweets
Aug 21, 2022
Some thoughts on #StableDiffusion vs #DALLE2 vs #midjourney

They are actually all different (complementary?).

First this whole field was catalysed by @OpenAI releasing CLIP publicly last year (!) which @RiversHaveWings, @advadnoun and others built on openai.com/blog/clip/
This allowed image generation to be guided, the output of which was surprising and led to a burst of developer and artist creativity from @ClaireSilver12 and many others.

Proud to say we supported & funded most of the open tools in this space.

It is now good enough, fast enough
So #dalle2 is a model and a service.

It is focused on a certain usage subset that will broaden.

Inpainting is it’s best feature but by default it is random and best used for ideation and more corporate usage, hence it’s clear training on licensed stock images
Read 13 tweets
Mar 12, 2020
Hi all, I am back and I know a lot of you are scared.
This is a thread on why this will end up ok.
I say this having warned what would happen/get bad at the end of January saying it would go exponential over the period it did ()
1. As humans our greatest ability is to come together to form something @waitbutwhy calls the "Human Colossus".
The Colossus can split the atom or reach the stars.
Little versions of it can also do big things, some good, some bad.
2. We are tied together by our common stories, from family to sports team to nations.
Even money is just a common story that allows us to store and exchange value at scale, helping connect between and across communities
Read 18 tweets

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