modelexicon

Yep! No fine tuning. Here's the prompt I use for the description (from source, https://github.com/thesephist/modelexicon/blob/main/src/main... ) --- Proceedings of Deep Learning Advancements Conference, list of accepted deep learning models 1. [StyleGAN] StyleGAN is a generative adversarial network for style transfer between artworks. It uses a traditional GAN architecture and is trained on a dataset of 150,000 traditional and modern art. StyleGAN shows improved style transfer performance while reducing computational complexity. 2. [GPT-2] GPT-2 is a decoder-only transformer model trained on WebText, OpenAI\'s proprietary clean text corpus based on Wikipedia, Google News, Reddit, and others comprising a 2TB dataset for autoregressive training. GPT-2 demonstrates state-of-the-art performance on several language modeling and conversational

Very cool! https://github.com/thesephist/modelexicon Looks like it’s powered by GPT-J. My understanding is that GPT-J has comparable performance to OpenAI’s Curie model on many tasks (their second-best variant of GPT-3) but it’s an openly available model that you can run yourself if you have the resources.

There's a pre-generated set to (1) spare my server some work and (2) showcase some output I liked. But as sibling comment noted, you can (or could) generate your own — I'm working on bringing that side back up... The pre-generated set is hand-curated, but they are still 100% generated by the GPT-J model behind the scenes. More info -> https://github.com/thesephist/modelexicon

Hey HN! Author of the site here. I tried a few tricks to keep the text-generation part of the site up, but even leaning hard on Huggingface's API and bumping time-outs up, it looks like the site is struggling a bit. I'm going to see if there's anything I can do to keep the text-generation part available, but in the meantime, the pre-generated set should stay pretty stable. Not sure if there's much else I can do without burning a hole in my cloud bills — sorry for the troubles! I've put up a more detailed description of how this works on the GitHub - https://github.com/thesephist/modelexicon PS - if anyone at Huggingface is reading this and wants to help out with keeping the API up, that would be super :)