WebMar 10, 2024 · Scaling up GANs for Text-to-Image Synthesis present our 1B-parameter GigaGAN, achieving lower FID than Stable Diffusion v1.5, DALL·E 2, and Parti-750M. ... @gwern. and. @sedielem "killed the novelty" is not quite right, but didn't give a strong enough impression that scaling gans was valuable. a bunch of (imo) promising research … Webgwern's profile on LessWrong — A community blog devoted to refining the art of rationality. ... Not the most dangerous area of scaling capabilities, but certainly a concerning one, and one that will be a challenge to humans …
Are we in an AI overhang? - LessWrong
WebOct 28, 2024 · Up to a certain limit; Kaplan covers this in the talk a bit with reference to the RNN scaling curves in Kaplan et al 2024 - RNNs scale similarly to Transformers, with a worse constant in terms of compute, but they make bad use of context. After a few hundred tokens, the history has vanished. WebMay 28, 2024 · Tech blogger Gwern Branwen has a lot of similar examples in his blog. Gwern calls this way of interacting with GPT-3 prompt programming. We can give GPT-3 a written input and it’ll know which task it has to perform. The prompt can include some explicit examples — a few-shot setting — to help the system. It’s striking that the system can ... overgrown shrubs solutions
Gwern - Wikipedia
WebAug 5, 2024 · As Gwern Branwen wrote in his The Scaling Hypothesis: “GPT-3, announced by OpenAI in May 2024, is the largest neural network ever trained, by over an order of magnitude. Trained on Internet text data, it is the successor to GPT-2 , which had surprised everyone by its natural language understanding & generation ability. To the surprise of ... WebJul 16, 2024 · The Scaling Hypothesis (Gwern Branwen) (summarized by Rohin): This post centers around the scaling hypothesis: Once we find a scalable architecture which can be applied fairly uniformly, we can simply train ever larger networks and ever more sophisticated behavior will emerge naturally as the easiest way to optimize for all the … WebJul 27, 2024 · Scaling up 1000x and you're at $2/page, which is cheap compared to … overgrown shrubs before and after