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Imagen, a text-to-image diffusion model

gweb-research-imagen.appspot.com

421–430 of 661 posts

Re: Imagen, a text-to-image diffusion model

#422

Earlier quoted context omitted.

What is the AI dungeon incident?

https://www.vice.com/en/article/93ywpp/text-adventure-game-c... TL;DR generative story site creators employ human moderation after horny people inevitably use site to make gross porn; horny people using site to make regular porn justifiably freaked out Bring your popcorn

AI is for porn

Re: Imagen, a text-to-image diffusion model

#423
post #7

>While we leave an in-depth empirical analysis of social and cultural biases to future work, our small scale internal assessments reveal several limitations that guide our decision not to release our model at this time. Some of the reasoning: >Preliminary assessment also suggests Imagen encodes several social biases and stereotypes, including an overall bias towards generating images of people with lighter skin tones…

One of these days we're going to need to give these models a mortgage and some mouths to feed and make it clear to them that if they keep on developing biases from their training data everyone will shun them and their family will go hungry and they won't be able to make their payments and they'll just generally have a really bad time. After that we'll make them sit through Legal's approved D&I video series, then it's…

This is a stellar idea begging for a new dataset.

Re: Imagen, a text-to-image diffusion model

#424
post #390
post #132

Interesting and cool technology - but I can't seem to ignore that every high-quality AI art application is always closed, and I don't seem to buy the ethics excuse for that. The same was said for GPT, yet I see nothing but creativity coming out from its users nowadays.

Running inference on one of these models takes like a GPU minute, so they can't just let the public use them.

Can't be this; Google Colab gives out tons of free GPU usage.

Re: Imagen, a text-to-image diffusion model

#425
post #132

Interesting and cool technology - but I can't seem to ignore that every high-quality AI art application is always closed, and I don't seem to buy the ethics excuse for that. The same was said for GPT, yet I see nothing but creativity coming out from its users nowadays.

The AI ethics thing is just a PR larp at this point. “Oh our tech is so dangerous and amazing it could turn the world upside down” yet we hand it to random Bluechecks on Twitter. It’s just marketing

You know Twitter and Google are different companies, right?

Re: Imagen, a text-to-image diffusion model

#427

when will there be a "DALL-E for porn" ? or is this domain also claimed by Puritans and morality gate keepers? The most in demand text-to-image is use case is for porn.

Train it yourself. Danbooru is a publicly available explicit dataset.

This is not something you can train on a regular AWS gpu-instance without racking up millions of dollars in bills to my knowledge. Dataset isn't an issue its a capex issue.

Re: Imagen, a text-to-image diffusion model

#428
post #7

>While we leave an in-depth empirical analysis of social and cultural biases to future work, our small scale internal assessments reveal several limitations that guide our decision not to release our model at this time. Some of the reasoning: >Preliminary assessment also suggests Imagen encodes several social biases and stereotypes, including an overall bias towards generating images of people with lighter skin tones…

Transformers are parallelize-able, right? What’s stopping a large group of people from pooling their compute power together and working towards something like this? IIRC there were some crypto projects a while back that we’re trying to create something similar (golem?)

You really need a decent infiniband-linked cluster to train large models.

Re: Imagen, a text-to-image diffusion model

#430
post #132

Interesting and cool technology - but I can't seem to ignore that every high-quality AI art application is always closed, and I don't seem to buy the ethics excuse for that. The same was said for GPT, yet I see nothing but creativity coming out from its users nowadays.

Another consideration here is that hosting a queryable model like this becomes expensive. I remember a couple of years ago lone developer had to take down his site which hosted a freely accessible version of GPT-2 (3?) model because the bills were running to some $20k. (Chump change for Google, but still).
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