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Mohammad Norouzi

πŸ‘€ Speaker
359 total appearances
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Podcast Appearances

The a16z Show
AI, Design, and the Power of Open Models

release some more exciting features next.

The a16z Show
AI, Design, and the Power of Open Models

So this is just the first release.

The a16z Show
AI, Design, and the Power of Open Models

We're just testing the waters, figuring out how to work with Hugging Face and the open source community, comfy UI, et cetera.

The a16z Show
AI, Design, and the Power of Open Models

What I'm personally most excited about is something we haven't released yet, which is editable text and layout control.

The a16z Show
AI, Design, and the Power of Open Models

And I really believe for a lot of design and marketing use cases, we need editable design, not a single flat image.

The a16z Show
AI, Design, and the Power of Open Models

And we haven't released that yet.

The a16z Show
AI, Design, and the Power of Open Models

We cannot show the teaser in our video, but I'm personally most excited about that.

The a16z Show
AI, Design, and the Power of Open Models

On the technical side, what we've done is we went really detailed on the prompting.

The a16z Show
AI, Design, and the Power of Open Models

And if you look at our prompts, it's like thousands of words, each element in the image, where it is in the image.

The a16z Show
AI, Design, and the Power of Open Models

We have layout control, bounding box, and a number of elements.

The a16z Show
AI, Design, and the Power of Open Models

And that's one of the key innovations here that unlocks a lot of, again, design use cases because you clearly want font control, you want layout control.

The a16z Show
AI, Design, and the Power of Open Models

And this model is very versatile, allows you to really find

The a16z Show
AI, Design, and the Power of Open Models

fix certain elements, fix positioning and control the image generation in every detail possible.

The a16z Show
AI, Design, and the Power of Open Models

I don't know if you remember, but the very first model we released three years ago.

The a16z Show
AI, Design, and the Power of Open Models

And at the time, image generation was synonymous with garbled text.

The a16z Show
AI, Design, and the Power of Open Models

And there were memes about Dolly 2 generating travel posters with incorrect city names, which is fun to look at.

The a16z Show
AI, Design, and the Power of Open Models

So I remember at the time, we were just a few people building these models.

The a16z Show
AI, Design, and the Power of Open Models

And the question was, how can we differentiate?

The a16z Show
AI, Design, and the Power of Open Models

What's unique about our model?

The a16z Show
AI, Design, and the Power of Open Models

And he said, okay, text generation, accurate text is something we have.