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Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

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Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#51
post #34
post #31

What’s interesting about datasets like this is that you can likely use it to distil an even more compressed SD generator from it.

yup! btw, if you want compressed generators you'll enjoy this discussion https://discuss.huggingface.co/t/decoding-latents-to-rgb-wit...

Oh that discussion thats been going on in the last few day is so silly. The vae is hardly any kind of bottleneck. You barely gain anything by working with the latents directly

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#53

Earlier quoted context omitted.

Last month Lexica served a little over 1 billion images and the Cloudflare bill (I'm using R2 + workers) was a little over $5k. I've since gotten it down to a more reasonable amount after spending some time to re-encode the images to reduce our bandwidth usage significantly. If Lexica were running on AWS/S3 I imagine our first month's bill would be closer to $100k rather than $5k. This is only image serving, so not i…

Why not go with a server or two or some VMs on Hetzner/Kimsufi/OVH/Netcup/BuyVM etc where they have very generous included transfer or even unmetered (BuyVM) ? I get it that everyone wants to use the trendy newest tech (workers etc or whatever the latest is), but your bill could easily be 20% (or less) of the $5k kind of numbers you are mentioning. I guess if those kind of numbers are just water under the bridge for…

Having used many different providers (though not all of the ones on your list), be very careful with suspiciously generous or unmetered anything. More often than not, you'll hit a soft limit where your performance will degrade and/or you'll get kicked for ToS violations.

Most apps never hit those limits, but once you get to multi-thousands/mo in cloud bills, there's benefits in pay-as-you-go billing where the provider is incentivized to let you use as much as you want to pay for.

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#55
post #41

Earlier quoted context omitted.

really cool! that must have been a lot of work. Here's another great site for references: https://proximacentaurib.notion.site/proximacentaurib/parrot...

Thanks for the kind words. I collected them and built the site over ~2 months. The financial cost to run the prompts on DALL•E 2 was the hardest part!

This is a tangent, but what are your thoughts about the word on this image?

https://generrated.com/?prompt=digitalPainting&subject=anxie...

It seems pretty on-topic. You've seen a lot of images, so I'm curious if that happens often? Or how significant you think it is.

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#56

Great work! If anyone’s planning to use AI generated artwork in their projects, I’ve added an image search API to Lexica, similar to Unsplash. All the images are licensed CC0 and millions more are being added every few weeks. Docs here: https://lexica.art/docs

Amazing work, love Lexica! Thank you!

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#57
post #18

Great work! If anyone’s planning to use AI generated artwork in their projects, I’ve added an image search API to Lexica, similar to Unsplash. All the images are licensed CC0 and millions more are being added every few weeks. Docs here: https://lexica.art/docs

Thanks! Great work with Lexica. We also released a free API https://devapi.krea.ai/ if anyone wants to check it out. It will soon have endpoints with custom image generation features.

Amazing! Great to see more prompt APIs!

Re: Show HN: Open Prompts – dataset of 10M Stable Diffusion generations

#58
post #6

How does it compare with https://lexica.art ?

Krea dev here. Lexica is a search engine (like krea.ai), but it doesn’t allow you to create collections or like generations. Regarding the API, both have public APIs although I’m not sure if you can paginate through several search results using the public Lexica API. In the Krea Prompts API, you can do cursor-based pagination. Finally, Lexica API allows you to do CLIP-based search, but with Krea we are using PostgreS…

Nice! That is cool!
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