[…] As defined in academic studies, “emergent” abilities refers to “abilities that are not present in smaller-scale models, but which are present in large-scale models,” as one such paper puts it. In other words, immaculate injection: increasing the size of a model infuses it with some amazing ability not previously present. […] those emergent abilities Read more about LLM emergent behavior written off as rubbish – small models work fine but are measured poorly[…]

[…] Building on this work, today we’re introducing PaLM 2, our next generation language model. PaLM 2 is a state-of-the-art language model with improved multilingual, reasoning and coding capabilities. Multilinguality: PaLM 2 is more heavily trained on multilingual text, spanning more than 100 languages. This has significantly improved its ability to understand, generate and translate Read more about Google introduces PaLM 2 large language model[…]

[…] One simple approach to interpretability research is to first understand what the individual components (neurons and attention heads) are doing. This has traditionally required humans to manually inspect neurons to figure out what features of the data they represent. This process doesn’t scale well: it’s hard to apply it to neural networks with tens Read more about OpenAI attempts to use Language models can explain neurons in language models, open source[…]

🐸TTS is a library for advanced Text-to-Speech generation. It’s built on the latest research, was designed to achieve the best trade-off among ease-of-training, speed and quality. 🐸TTS comes with pretrained models, tools for measuring dataset quality and already used in 20+ languages for products and research projects. Github page: https://github.com/coqui-ai/TTS

[Ramin Hasani] and colleague [Mathias Lechner] have been working with a new type of Artificial Neural Network called Liquid Neural Networks, and presented some of the exciting results at a recent TEDxMIT. Liquid neural networks are inspired by biological neurons to implement algorithms that remain adaptable even after training. [Hasani] demonstrates a machine vision system Read more about Liquid Neural Networks use Neuron design to compute effectively using smaller models[…]

ChatGPT’s maker said Friday April 28, 2023 that the artificial intelligence chatbot is available again in Italy after the company met the demands of regulators who temporarily blocked it over privacy concerns. (AP Photo/Michael Dwyer, File) ChatGPT’s maker said Friday that the artificial intelligence chatbot is available again in Italy after the company met the Read more about OpenAI: ChatGPT back in Italy after meeting watchdog demands – well, cosmetically at any rate[…]