unedited text, and potentially incorrect or irrelevant information. This diversity in sources leads t...
Abstract. The task of predicting multiple links within knowledge graphs (KGs) stands as a challenge in the field of knowledge graph analysis, a challenge increasingly resolvable due to advancements in natural language processing (NLP) and KG embedding techniques. This paper introduces a novel methodol...
Generative AI and Large Language Models (LLMs) are often used interchangeably, but while they share some similarities, they differ significantly in purpose, architecture, and capabilities. In this article, I'll break down the difference between the two, explore the broader implications of generative...
Data pipeline: Pre-training requires huge datasets (e.g.,Llama 2was trained on 2 trillion tokens) that need to be filtered, tokenized, and collated with a pre-defined vocabulary. Causal language modeling: Learn the difference between causal and masked language modeling, as well as the loss fu...
Delta – The difference between the WeightedAvg score and the Target score Settings: (Split: test, Total num: 13985, 5-shot) Model Revision Precision Humanities STEM SocialScience Other WeightedAvg Avg Target Delta Baichuan2-7B-Base v1.0.2 fp16 0.4295 0.398 0.5736 0.5325 0.4781 0.4918 0.5416 ...
大语言模型(LLM)评测是LLM开发和应用中的关键环节。目前评测方法可以分为人工评测和自动评测,其中,自动评测技术相比人工评测来讲,具有效率高、一致性好...
“the GitHub of machine learning”. Today, it's one of the leading platforms for natural language processing and provides open-source NLP technologies, thousands of pre-trained models to perform tasks related to text, image, and audio, and a large number of datasets and tokenizers, not to ...
Generally, hallucinations in natural language generation tasks can be categorized into two primary types: intrinsic hallucination and extrinsic hallucination [126, 136, 174]. 幻觉的概念溯源于病理学和心理学领域,被定义为对现实中缺席的实体或事件的感知[ 202 ]。在NLP领域,幻觉通常被认为是一种产生的内容...
Image and Text WeChat(android/wkteam) Lark OpenXLab Web Gradio Demo HTTP Server Read the Docs Coreference Resolution 📦 Hardware Requirements The following are the GPU memory requirements for different features, the difference lies only in whether the options are turned on. Configuration ExampleGPU...
What Is the Difference Between Natural Language Processing (NLP) and Large Language Models? NLP is short for natural language processing, which is a specific area of AI that’s concerned with understanding human language. As an example of how NLP is used, it’s one of the factors that searc...