Large language models work by consuming vast amounts of information in the form of written text, like books, articles, and other internet data. The more high-quality data these deep learning models process, the better they become at understanding and using human language. Let’s take a closer...
AI & Large Language Models (LLMs) reading list (Articles, Blogs, Threads, Videos) Andrej Karpathy does a GREAT presentation on how GPTs work, link here for the video on Microsoft.comAI for the n…
UAE. It is recognized for its robust capabilities in natural language processing and generation. It is the first open-source large language model on this list, and it has outranked all the open-source models released so far, including LLaMA, StableLM, MPT, and more. ...
1.Tokenization(词元编码) Tokenization做的事情是把正常的文本转化为输入大模型的id列表list,是一个必要的预处理步骤。读者可以参考这个博客进行学习。 2. Attentions(注意力机制) Self-Attention:原Transformer的注意力机制。 Cross Attention:Cross-attention的输入来自不同的序列,Self-attention的输入来自同序列。例如,...
A Survey of Large Language Models;Wayne Xin Zhao et al Tool Learning with Foundation Models;Yujia Qin et al A Cookbook of Self-Supervised Learning;Randall Balestriero et al Foundation Models for Decision Making: Problems, Methods, and Opportunities;Sherry Yang et al ...
Large Language Models in Healthcare: Examples & 10 Use Cases ['25] Dec 236 min read 50 ChatGPT Use Cases with Real-Life Examples in '25 Jan 1712 min read Generative AI in Life Sciences: Use Cases & Examples ['25] Dec 275 min read ...
Large language models can perform content generation, translation, and analytical reasoning tasks. Find out the top 10 LLMs to use in 2024.
把prompt输入大语言模型 F 中得到自然语言的推荐列表,然后用 Φ (比如fuzzy matching)映射到item list中,为了有更确定的结果,生成模型的温度系数设置为了0。3 Datasets 构建了数据集Reddit-Movie,这个数据集包含2012年1月到2022年12月有关电影(r/movies, r/bestofnetflix, r/moviesuggestions, r/netflixbestof ...
The last time I updated the list, o1 hadn't even been announced; now we have o3!) Take the word "best" with a grain of salt here: I've tried to narrow things down by offering a list of the most significant, interesting, and popular models, not necessarily the ones that outperform ...
The most recent success–OpenAI's ChatGPT is built on top of the GPT-3 family of large language models. This article presents a list of free courses on large language models that’ll help you get a deeper technical understanding. Let’s dive right in!