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封面
市场调查报告书
商品编码
1575260

小语言模型市场规模、份额、趋势分析报告：按技术、按部署、按应用、按地区、细分市场预测，2024-2030 年

Small Language Model Market Size, Share & Trends Analysis Report By Technology, By Deployment (Cloud, On-premises, Hybrid), By Application, By Region, And Segment Forecasts, 2024 - 2030
出版日期: | 出版商: Grand View Research | 英文 150 Pages | 商品交期: 2-10个工作天内

价格

小型语言模型的市场规模与趋势：

预计2023年小语言模型市场规模将达77.6亿美元，2024年至2030年复合年增长率为15.6%。

随着公司管理生成人工智慧的复杂性，小型语言模型提供了一个有前途的解决方案，可以平衡功能和实用性。这些模型代表了人工智慧技术的重大进步，为企业提供了一种以更可控、更有效率和客製化的方式利用人工智慧力量的方法。小规模语言模型技术的持续改进和创新预计将对企业人工智慧解决方案的未来产生重大影响。

与数十亿个较大的模型相比，小语言模型 (SLM) 的特征是策略性地使用较少的限制，通常为数千万到数亿。这种有意的设计提高了运算效率和特定任务的效能，同时保持强大的语言构思和生成能力。知识撷取、模型压缩和迁移学习等关键技术对于优化 SLM 至关重要。这些技术有助于将大型模型的广泛知识提取到更专注的特定领域工具中，确保 SLM 提供准确有效的应用程序，同时保持高效能。

目录

第一章调查方法和范围

第 2 章执行摘要

第 3 章 小规模语言模型的市场变数、趋势与范围

  • 市场介绍/系统展望
  • 市场动态
    • 市场驱动因素分析
    • 市场限制因素分析
    • 行业机会
    • 产业挑战
  • 小语言模型市场分析工具
    • 波特的分析
    • PESTEL分析

第四章 小规模语言模式市场：技术预估与趋势分析

  • 细分仪表板
  • 小语言模型市场：技术变化分析，百万美元，2023 年和 2030 年
  • 基于深度学习
  • 基于机器学习
  • 基于规则的系统

第五章 小规模语言模式市场：发展预估及趋势分析

  • 细分仪表板
  • 小语言模型市场：演化分析，百万美元，2023 年和 2030 年
  • 云
  • 本地
  • 混合

第六章 小规模语言模型市场：使用估算与趋势分析

  • 细分仪表板
  • 小规模语言模型市场：使用变化分析，百万美元，2023 年和 2030 年
  • 消费性应用
  • 企业用途
  • 卫生保健
  • 金融
  • 零售
  • 法律事务
  • 其他的

第七章 小规模语言模型市场：区域估算与趋势分析

  • 2023 年和 2030 年按地区分類的小语言模型市场占有率，百万美元
  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 英国
    • 德国
    • 法国
  • 亚太地区
    • 中国
    • 日本
    • 印度
    • 韩国
    • 澳洲
  • 拉丁美洲
    • 巴西
  • 中东/非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 南非

第八章 竞争格局

  • 最新趋势与影响分析：主要市场参与企业
  • 公司分类
  • 公司市场定位
  • 公司市场占有率分析
  • 企业热力图分析
  • 策略规划
    • 扩张
    • 併购
    • 伙伴关係与协作
    • 新产品发布
    • 研究与开发
  • 公司简介
    • Meta AI
    • Microsoft
    • Salesforce AI
    • Alibaba
    • Mosaic ML
    • Technology Innovation Institute（TII）
    • Hugging Face
Product Code: GVR-4-68040-441-3

Small Language Model Market Size & Trends:

The small language model market size was estimated at USD 7.76 billion in 2023 and is projected to grow at a CAGR of 15.6% from 2024 to 2030. As businesses manage the complexities of generative AI and small language model are provide promising solution that strikes a balance between capability and practicality. These models mark an important advancement in AI technology, providing companies with a way to leverage AI's power in a more controlled, efficient, and customized manner. The continuous improvements and innovations in small language model technology are expected to influence the future of enterprise AI solutions significantly.

Small Language Models (SLMs) stand out due to their strategic use of fewer limitations, normally varying from tens to hundreds of millions, compared to the billions found in larger models. This deliberate design boosts computational efficiency and task-specific performance while preserving strong language conception and generation abilities. Key techniques such as knowledge distillation, model compression, and transfer learning are crucial for optimizing SLMs. These methods help extract the extensive knowledge of larger models into a more focused and domain-specific tool, allowing SLMs to deliver precise and effective applications while maintaining high performance.

Global Small Language Model Market Report Segmentation

This report forecasts revenue growth at global, regional, and country levels and provides an analysis of the latest industry trends in each of the sub-segments from 2018 to 2030. For this study, Grand View Research has segmented the global small language model market report based on technology, deployment, application, and region:

  • Technology Outlook (Revenue, USD Million, 2018 - 2030)
  • Deep Learning Based
  • Machine Learning based
  • Rule based system
  • Deployment Outlook (Revenue, USD Million, 2018 - 2030)
  • Cloud
  • On-premises
  • Hybrid
  • Application Outlook (Revenue, USD Million, 2018 - 2030)
  • Consumer Applications
  • Enterprise Applications
  • Healthcare
  • Finance
  • Retail
  • Legal
  • Others
  • Regional Outlook (Revenue, USD Million, 2018 - 2030)
  • North America
    • U.S.
    • Canada
  • Europe
    • Germany
    • UK
    • France
  • Asia Pacific
    • China
    • Japan
    • India
    • South Korea
    • Australia
  • Latin America
    • Brazil
    • Mexico
  • Middle East and Africa (MEA)
    • Kingdom of Saudi Arabia
    • UAE
    • South Africa

Table of Contents

Chapter 1. Methodology and Scope

  • 1.1. Market Segmentation and Scope
  • 1.2. Market Definitions
  • 1.3. Research Methodology
    • 1.3.1. Information Procurement
    • 1.3.2. Information or Data Analysis
    • 1.3.3. Market Formulation & Data Visualization
    • 1.3.4. Data Validation & Publishing
  • 1.4. Research Scope and Assumptions
    • 1.4.1. List of Data Sources

Chapter 2. Executive Summary

  • 2.1. Market Outlook
  • 2.2. Segment Outlook
  • 2.3. Competitive Insights

Chapter 3. Small Language Model Market Variables, Trends, & Scope

  • 3.1. Market Introduction/Lineage Outlook
  • 3.2. Market Dynamics
    • 3.2.1. Market Drivers Analysis
    • 3.2.2. Market Restraints Analysis
    • 3.2.3. Industry Opportunities
    • 3.2.4. Industry Challenges
  • 3.3. Small Language Model Market Analysis Tools
    • 3.3.1. Porter's Analysis
    • 3.3.2. PESTEL Analysis

Chapter 4. Small Language Model Market: Technology Estimates & Trend Analysis

  • 4.1. Segment Dashboard
  • 4.2. Small Language Model Market: Technology Movement Analysis, USD Million, 2023 & 2030
  • 4.3. Deep Learning Based
    • 4.3.1. Deep Learning Based Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.4. Machine Learning based
    • 4.4.1. Machine Learning based Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 4.5. Rule based system
    • 4.5.1. Rule based system Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 5. Small Language Model Market: Deployment Estimates & Trend Analysis

  • 5.1. Segment Dashboard
  • 5.2. Small Language Model Market: Deployment Movement Analysis, USD Million, 2023 & 2030
  • 5.3. Cloud
    • 5.3.1. Cloud Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.4. On-premises
    • 5.4.1. On-premises Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 5.5. Hybrid
    • 5.5.1. Hybrid Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 6. Small Language Model Market: Application Estimates & Trend Analysis

  • 6.1. Segment Dashboard
  • 6.2. Small Language Model Market: Application Movement Analysis, USD Million, 2023 & 2030
  • 6.3. Consumer Applications
    • 6.3.1. Consumer Applications Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.4. Enterprise Applications
    • 6.4.1. Enterprise Applications Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.5. Healthcare
    • 6.5.1. Healthcare Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.6. Finance
    • 6.6.1. Finance Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.7. Retail
    • 6.7.1. Retail Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.8. Legal
    • 6.8.1. Legal Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 6.9. Others
    • 6.9.1. Others Market Revenue Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 7. Small Language Model Market: Regional Estimates & Trend Analysis

  • 7.1. Small Language Model Market Share, By Region, 2023 & 2030, USD Million
  • 7.2. North America
    • 7.2.1. North America Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.2. U.S.
      • 7.2.2.1. U.S. Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.3. Canada
      • 7.2.3.1. Canada Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.2.4. Mexico
      • 7.2.4.1. Mexico Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.3. Europe
    • 7.3.1. Europe Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.2. U.K.
      • 7.3.2.1. U.K. Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.3. Germany
      • 7.3.3.1. Germany Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.3.4. France
      • 7.3.4.1. France Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.4. Asia Pacific
    • 7.4.1. Asia Pacific Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.2. China
      • 7.4.2.1. China Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.3. Japan
      • 7.4.3.1. Japan Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.4. India
      • 7.4.4.1. India Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.5. South Korea
      • 7.4.5.1. South Korea Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.4.6. Australia
      • 7.4.6.1. Australia Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.5. Latin America
    • 7.5.1. Latin America Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.5.2. Brazil
      • 7.5.2.1. Brazil Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
  • 7.6. Middle East and Africa
    • 7.6.1. Middle East and Africa Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.2. KSA
      • 7.6.2.1. KSA Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.3. UAE
      • 7.6.3.1. UAE Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)
    • 7.6.4. South Africa
      • 7.6.4.1. South Africa Small Language Model Market Estimates and Forecasts, 2018 - 2030 (USD Million)

Chapter 8. Competitive Landscape

  • 8.1. Recent Developments & Impact Analysis by Key Market Participants
  • 8.2. Company Categorization
  • 8.3. Company Market Positioning
  • 8.4. Company Market Share Analysis
  • 8.5. Company Heat Map Analysis
  • 8.6. Strategy Mapping
    • 8.6.1. Expansion
    • 8.6.2. Mergers & Acquisition
    • 8.6.3. Partnerships & Collaborations
    • 8.6.4. New Product Launches
    • 8.6.5. Research And Development
  • 8.7. Company Profiles
    • 8.7.1. Meta AI
      • 8.7.1.1. Participant's Overview
      • 8.7.1.2. Financial Performance
      • 8.7.1.3. Product Benchmarking
      • 8.7.1.4. Recent Developments
    • 8.7.2. Microsoft
      • 8.7.2.1. Participant's Overview
      • 8.7.2.2. Financial Performance
      • 8.7.2.3. Product Benchmarking
      • 8.7.2.4. Recent Developments
    • 8.7.3. Salesforce AI
      • 8.7.3.1. Participant's Overview
      • 8.7.3.2. Financial Performance
      • 8.7.3.3. Product Benchmarking
      • 8.7.3.4. Recent Developments
    • 8.7.4. Alibaba
      • 8.7.4.1. Participant's Overview
      • 8.7.4.2. Financial Performance
      • 8.7.4.3. Product Benchmarking
      • 8.7.4.4. Recent Developments
    • 8.7.5. Mosaic ML
      • 8.7.5.1. Participant's Overview
      • 8.7.5.2. Financial Performance
      • 8.7.5.3. Product Benchmarking
      • 8.7.5.4. Recent Developments
    • 8.7.6. Technology Innovation Institute (TII)
      • 8.7.6.1. Participant's Overview
      • 8.7.6.2. Financial Performance
      • 8.7.6.3. Product Benchmarking
      • 8.7.6.4. Recent Developments
    • 8.7.7. Hugging Face
      • 8.7.7.1. Participant's Overview
      • 8.7.7.2. Financial Performance
      • 8.7.7.3. Product Benchmarking
      • 8.7.7.4. Recent Developments

List of Tables

  • Table 1 Global Small Language Model Market by Technology, 2018 - 2030 (USD Million)
  • Table 2 Global Small Language Model Market by Deployment, 2018 - 2030 (USD Million)
  • Table 3 Global Small Language Model Market by Application 2018 - 2030 (USD Million)
  • Table 4 Global Small Language Model Market by region, 2018 - 2030 (USD Million)
  • Table 5 North America Small Language Model Market by country, 2018 - 2030 (USD Million)
  • Table 6 Europe Small Language Model Market by country, 2018 - 2030 (USD Million)
  • Table 7 Asia Pacific Small Language Model Market by country, 2018 - 2030 (USD Million)
  • Table 8 Latin America Small Language Model Market by country, 2018 - 2030 (USD Million)
  • Table 9 MEA Small Language Model Market by country, 2018 - 2030 (USD Million)
  • Table 10 Key companies launching new products/services
  • Table 11 Key companies engaged in mergers & acquisition
  • Table 12 Key companies engaged in Research & development
  • Table 13 Key Companies engaged in expansion

List of Figures

  • Fig. 1 Small Language Model Market segmentation
  • Fig. 2 Market research process
  • Fig. 3 Information procurement
  • Fig. 4 Primary research pattern
  • Fig. 5 Market research approaches
  • Fig. 6 Market formulation & validation
  • Fig. 7 Small Language Model Market snapshot
  • Fig. 8 Small Language Model Market segment snapshot
  • Fig. 9 Small Language Model Market competitive landscape snapshot
  • Fig. 10 Market driver impact analysis
  • Fig. 11 Market restraint impact analysis
  • Fig. 12 Small Language Model Market, technology outlook key takeaways (USD Million)
  • Fig. 13 Small Language Model Market: technology movement analysis 2024 & 2030 (USD Million)
  • Fig. 14 Deep Learning Based market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 15 Rule Based System market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 16 Machine Learning based market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 17 Small Language Model Market: Deployment outlook key takeaways (USD Million)
  • Fig. 18 Small Language Model Market: Deployment movement analysis 2024 & 2030 (USD Million)
  • Fig. 19 Cloud market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 20 On-premises market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 21 Hybrid market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 22 Small Language Model Market: Application outlook key takeaways (USD Million)
  • Fig. 23 Small Language Model Market: Application movement analysis 2024 & 2030 (USD Million)
  • Fig. 24 Consumer Applications market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 25 Enterprise Applications market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 26 Healthcare market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 27 Finance market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 28 Retail market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 29 Legal market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 30 Others market revenue estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 31 Regional marketplace: Key takeaways
  • Fig. 32 Small Language Model Market: Regional outlook, 2024 & 2030, USD Million
  • Fig. 33 North America Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 34 U.S. Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 35 Canada Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 36 Mexico Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 37 Europe Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 38 UK Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 39 Germany Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 40 France Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 41 Asia Pacific Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 42 China Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 43 Japan Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 44 India Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 45 South Korea Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 46 Australia Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 47 Latin America Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 48 Brazil Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 49 MEA Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 50 KSA Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 51 UAE Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 52 South Africa Small Language Model Market estimates and forecasts, 2018 - 2030 (USD Million)
  • Fig. 53 Company Categorization
  • Fig. 54 Company Market Positioning
  • Fig. 55 Strategy framework