以下内容翻译自SEBASTIAN RASCHKA的《Understanding Large Language Models》翻译中有删减。 原文地址:magazine.sebastianraschka.com 大型语言模型席卷了公众的注意力。在短短五年内,大型语言模型——Transformer——几乎完全改变了自然语言处理领域。此外,他们还开始革新计算机视觉和计算生物学等领域。以下列表主要按时间顺序阅...
understanding large language models understanding large language models 【释义】understanding large language models 理解大型语言模型
Understanding Large Language Models 作者:Thimira Amaratunga 出版社:Apress 副标题:Learning Their Underlying Concepts and Technologies 出版年:2023-11 页数:173 装帧:Paperback ISBN:9798868800160 豆瓣评分 评价人数不足 评价: 写笔记 写书评 加入购书单
3. **Pathways Language Model(PaLM)**: - 描述了Google开发的PaLM模型,这是一个具有大量参数的Transformer模型,能够处理多种复杂的任务。 4. **Large Language Model Meta AI(LLaMA)**: - 介绍了Meta AI(Facebook的AI研究部门)开发的LLaMA系列模型,这些模型在参数数量和性能方面与GPT-3进行了比较。 5. **...
Explore the basics of Large Language Models (LLMs), how they work, their training process, and significance in AI development.
Copyright information © 2024 The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature About this chapter Cite this chapter Soh, J., Singh, P. (2024). Understanding Large Language Models. In: Data Science Solutions on Azure. Apress, Berkeley, CA. https://doi...
Large language modelsMeaningGroundingCan a machine understand the meanings of natural language? Recent developments in the generative large language models (LLMs) of artificial intelligence have led to the belief that traditional philosophical assumptions about machine understanding of language need to be ...
Models like large language models or vision models have captured attention due to their remarkable performance and usefulness. If these models are running on a cloud or a big device, this does not create a problem. However, their size and computational demands pose a major challenge when ...
This is similar toPrompt Engineeringwith AI. When we interact with large language models (LLMs) like OpenAI’s GPT-3, we provide them with well-crafted prompts that give enough context to generate relevant responses. For instance, if you ask an AI chatbot, “What are the benefits of ...
《MiniGPT-4: Enhancing Vision-language Understanding with Advanced Large Language Models》论文学习 一、ABSTRACT 最新的GPT-4展示了非凡的多模态能力,例如直接从手写文本生成网站和识别图像中的幽默元素。这些特性在以往的视觉-语言模型中很少见。然而,GPT-4背后的技术细节仍然未公开。我们认为,GPT-4增强的多模态...