在上一篇《Generative AI 新世界:文本生成领域论文解读》中,我带领大家一起梳理了文本生成领域(Text Generation)的主要几篇论文:InstructGPT,RLHF,PPO,GPT-3,以及 GPT-4。本期文章我将帮助大家一起梳理另一个目前炙手可热的话题:大型语言模型(Large Language Models,或简写为 LLMs)。 亚马逊云科技开发者社区为开...
如果你在 Hugging Face 网站或 AWS(Amazon Web Services)等“playground”中使用过大型语言模型(LLM, Large Language Model),你可能已经遇到过这样的控制选项,以调整 LLM 的行为。 2. 配置参数: 每个模型都有一套可以在推理过程中影响模型输出的配置参数,注意这些参数与训练参数不同,训练参数是在训练期间学习的,而...
第一篇:渺小的人类:课程笔记:Generative AI with Large Language Models 具有大型语言模型的生成式人工智能(week 1-part1) 第二篇:渺小的人类:课程笔记:Generative AI with Large Language Models 具有大型语言模型的生成式人工智能(week 1-part2) 第三篇:渺小的人类:课程笔记:Generative AI with Large Language M...
在上一篇《Generative AI 新世界:文本生成领域论文解读》中,我带领大家一起梳理了文本生成领域(Text Generation)的主要几篇论文:InstructGPT,RLHF,PPO,GPT-3,以及 GPT-4。本期文章我将帮助大家一起梳理另一个目前炙手可热的话题:大型语言模型(Large Language Models,或简写为 LLMs)。 亚马逊云科技开发者社区为开...
During COVID-19 we found out that it’s possible to deliver education via the internet. More recently, large language models have had a huge impact on the public perception of AI – there has been a revolution sin...
定义:LLMs(Large language models) 是一种特殊的 Foundation Model,专注于理解和生成人类语言。 它们在海量文本数据上训练,能够生成流畅自然的文本、翻译语言、编写不同类型的创意内容等。 核心技术:LLMs 通常基于 Transformer 架构,这是一种强大的神经网络结构,能够有效地处理和生成序列数据,例如文本。
Generative AI is designed to create new content from trained parameters. Learning from large amounts of data, many of these models aim to simulate human conversation. Generative AI is being applied to many different sectors. Within healthcare there has b
This point of view is authored by Sreekanth Menon, global AI/ML leader, and Megha Sinha, AI leader. Discover a framework for responsible generative AI Explore how businesses use responsible generative AI to maintain their reputations, increase data security, and enable ethical decision-making. ...
Generative AILarge language modelReport generationReport structuringEducationNuclear medicinePETSPECTThis review explores the potential applications of Large Language Models (LLMs) in nuclear medicine, especially nuclear medicine examinations such as PET and SPECT, reviewing recent advancements in both fields....
large language models (LLMs). Generative AI’s ability to produce new original content appears to be an emergent property of what is known, that is, their structure and training. So, while there is plenty to explain vis-a-vis what we know, what a model such as GPT-3.5 is actually ...