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hey hn! I'm one of the founders at Krea. we prepared a blogpost about how we trained FLUX Krea if you're interested in learning more: https://www.krea.ai/blog/flux-krea-open-source…

hey hn! I'm one of the founders at Krea. we prepared a blogpost about how we trained FLUX Krea if you're interested in learning more: https://www.krea.ai/blog/flux-krea-open-source…

exactly

how will this change with ai though?

it would be interesting to play with LCM-LoRAs and AnimateDiff and see how much much this technique can speed up video generation. not sure if it's possible to just plug-and-play i…

indeed; we're able to make it work with SDXL thanks to a new technique that got released yesterday called LCM-LoRA. with LCM-LoRA you can turn models like SDXL into LCMs without ne…

it uses a new technique called "consistency" that lets latent diffusion models to predict images in much fewer steps. some links here: - https://arxiv.org/abs/2310.04378 - https://…

Here's a brief explanation of ControlNet, a new method that can be used to control large diffusion models in arbitrary conditions, such as image edges, human poses, or segmentation…

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

Good question. All the generations in the dataset were generated with version 1.3.

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

in krea.ai you can create collections of images with their prompts by pressing the "+" button in an image. you also have access to all the different components that create each pro…

Stable Diffusion was released just a month ago and look at the amount of applications and improvements that have been developed, it feels like a year! Open-source is the way to get…

We're living some crazy times! A truly AI summer. If you enjoy thinking about how the future of this field might look like, I highly recommend watching the interview between Yannic…

You can use the code in https://github.com/krea-ai/prompt-search to do so. You first want to compute the CLIP embeddings of each prompt, index them using something like K-Nearest N…

fixed! thanks for spotting the issue :)

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 featur…

Thanks! Prompts can be hard to create, we hope that having access to these kinds of datasets we will be able to create tools and conduct studies that help us create better images a…

I wonder how CLIP search would work for finding errors in the dataset. For now, a workaround is to create your own "glitch" collection in krea.ai and store there images with artifa…

The source (Stability AI Discord) is the same, but I don't know how Sharif gathered his data.

We do not have a continuous system, the data is a mix between our own crawled generations and the dataset published by Dave Caruso ( https://github.com/paperdave ). With our crawle…

Open Prompts is the dataset used to build krea.ai. The data comes from the Stability AI Discord and includes around 10M images from 2M prompts. You can use it for creating semantic…

you should check out these amazing art studies by @proximasan, @EErratica, @KyrickYoung, and @sureailabs (twitter) https://proximacentaurib.notion.site/proximacentaurib/parrot...

Just wrote this article introducing the main ideas on why Transformers can be so powerful for Computer Vision applications. Hope you find it insightful, any feedback is welcome :)