https://arxiv.org/pdf/2406.00515摘要;大型语言模型(LLMs)在各种与代码相关的任务中取得了显著的进步,特别是在从自然语言描述生成源代码的代码生成任务中。这一新兴领域由于其在软件开发中的实际意义,例如Git…
除此之外,本文还讨论了code-specific features,比如AST,CFG和单元测试,以及它们在训练code语言模型的应用和在这个领域的潜在未来方向。 背景 这一部分快速浏览Transformer-based language modeling的前置知识 Causal Language Modeling Unidirectional language models(单向语言模型)也叫做causal language models(因果推理模型) ...
The “Tunability” column suggests whether these models can be fine-tuned for specific tasks. In other words, it is possible to take a large, pre-trained language model and adjust its parameters and training on a smaller, domain-specific dataset to make it perform better on a particular task...
In addition, we discuss challenges and opportunities regarding the gap between models and humans. We also create a website this https URL to track the latest progress through crowd-sourcing. To the best of our knowledge, this is the first survey of large language models for NL2Code, and we...
Recently, through the acquisition of vast amounts of Web knowledge, large language models (LLMs) have shown potential in human-level intelligence, leading to a surge in research on LLM-based autonomous agents. In this paper, we present a comprehensive survey of these studies, delivering a ...
Large Language Models (LLMs) have emerged as powerful tools in the field of Natural Language Processing (NLP) and have recently gained significant attention in the domain of Recommendation Systems (RS). These models, trained on massive amounts of data using self-supervised learning, have ...
探索大型语言模型的无限可能:A Survey of Large Language Models 引言 随着人工智能技术的飞速发展,大型语言模型(Large Language Models, LLMs)已成为自然语言处理(NLP)领域的明星。这些模型凭借其庞大的参数规模和强大的学习能力,在文本生成、问答、文本摘要等多种任务中展现出惊人的性能。本文将从LLMs的定义、技术原...
简介:本文将详细解读LLMs:《A Survey of Large Language Models大语言模型综述》的序言部分,概述大型语言模型(LLMs)的挑战、发展历程中的四个阶段,以及LLMs与AI未来的关系。本文旨在帮助读者更好地理解大型语言模型的前沿技术和应用前景。 满血版DeepSeek,从部署到应用,全栈都支持 快速部署、超低价格、极速蒸馏、应...
续费VIP 立即续费VIP 会员中心 VIP福利社 VIP免费专区 VIP专属特权 客户端 登录 百度文库 其他 a survey of large language models 中文a survey of large language models中文是:大型语言模型综述 ©2022 Baidu |由 百度智能云 提供计算服务 | 使用百度前必读 | 文库协议 | 网站地图 | 百度营销 ...
Large Language Models (LLMs) have garnered remarkable advancements across diverse code-related tasks, known as Code LLMs, particularly in code generation that generates source code with LLM from natural language descriptions. This burgeoning field has captured significant interest from both academic ...