Meta (Facebook 2.0) recently released a preview of its brand new artificial intelligence model "Galactica". AI can generate science-related articles with citations. It can also perform mathematical calculations and provide explanations.
What is Galactica?
Gactica is a large-scale scientific language model (LLM) trained on over 48 million research papers, textbooks, and other sources of scientific knowledge.
The table below provides a detailed breakdown of the dataset sources.
With so much information at hand, AI can suggest citations and help find papers that are relevant to the paper being viewed.
Here is an example:
一篇介绍用于识别数字的神经网络架构的论文
The model also applies to scientific terms, mathematical and chemical formulas, and source code.
For example, you can ask an AI to explain a mathematical formula in plain English.
It's unbelievable.
I can imagine how useful this tool would be for students and researchers.
What is a Large Language Model (LLM)?
Large language models (LLMs) are artificial intelligence computer programs that can read, summarize, and translate text. They can also guess what word will appear next in a sentence, which allows them to create natural-sounding sentences.
Galactica is Open Source
Unlike other LL.M.s that are only accessible through a paid API, Galactica is Open Source. <