Xiamen University: Download the PPT "DeepSeek Large Model Empowering Government Digital Transformation" 188

"DeepSeek Large Models Empowering Government Digital Transformation" was produced by Associate Professor Lin Ziyu's team at Xiamen University. It provides a detailed introduction to the concepts, development, classification, and government applications of ai large models, aiming to educate government departments on DeepSeek large models and their applications in government digital transformation.

Baidu Netdisk Download Link:https://pan.baidu.com/s/1uEzc1Z1bcODQlFykuI7qmQ?pwd=xb4k Extraction Code: xb4k

1. Overview of Large Models

• Concept: Large models are AI models based on deep learning technology, with massive parameters and powerful learning capabilities, capable of processing multiple types of data.

• Features: Large parameter scale (e.g., GPT-3's 175 billion parameters), large training data volume, and high computing resource requirements.

• Development History: It can be divided into the incubation period, accumulation period, and explosion period, and has developed rapidly in recent years with technological advancements.

• Classification:

• Language large models: such as the GPT series and ERNIE Bot.

• Vision large models: such as the VIT series and ERNIE UFO.

• Multimodal large models: such as DALL-E and Wukong Drawing.

• General large models (L0): Applicable to multi-domain tasks.

• Industry large models (L1): Optimized for specific industries.

• Vertical large models (L2): Optimized for specific tasks.

2. Large Model Products

Foreign Products:

• ChatGPT: A large language model developed by OpenAI, used for Q&A, text generation, etc.

• Gemini: Google's multimodal large model supporting multiple data types.

• Sora: OpenAI's text-to-video large model that can generate complex video content.

Domestic Products:

• DeepSeek: Performs excellently in mathematical reasoning and performance, with lower costs.

• Tongyi Qianwen: A language model from Alibaba Cloud that supports multi-turn dialogue and multimodal understanding.

• ERNIE Bot: Baidu's knowledge-enhanced large model used in areas such as intelligent customer service.

• Kimi: Supports ultra-long text processing and multi-format file interpretation.

3. Industry Applications of Large Models

• Natural Language Processing: Text generation, translation, Q&A systems, etc.

• Computer Vision: Image classification, object detection, medical image analysis, etc.

• Speech Recognition: Speech recognition, speech synthesis, etc.

• Recommendation Systems: Personalized recommendations, ad recommendations, etc.

• Government Sector: Intelligent government services consulting, policy interpretation, urban governance, etc.

4. Local Deployment of Large Models in Government Departments

• Needs: Offline use, customization, data privacy, cost optimization.

• Technical Solution: Combining model fine-tuning with local knowledge bases to enhance domain adaptability and output accuracy.

• DeepSeek All-in-One Machine: Supports private deployment, lowers barriers, and has been applied in multiple government agencies.

5. Applications of DeepSeek in Government Services

• Intelligent Government Consultation and Approval: Multilingual intelligent customer service, intelligent approval assistants, business registration consultation, etc.

• Policy Interpretation and Precise Service Push: Personalized policy matching, proactive service push.

• Urban Governance and Grassroots Services: Request intent recognition, intelligent dispatch and collaboration, community governance risk warning, etc.

• Official Document Processing: Intelligent drafting, verification, error correction, information extraction and summarization.

• Knowledge Management and Decision Support: Intelligent library search, knowledge graph construction, data visualization analysis.

6. Government Applications of Intelligent Agents

• Concept: An intelligent agent (AI Agent) is an intelligent system based on large models, with autonomous decision-making and execution capabilities.

• Application Scenarios:

• Material Review: Automatic classification and key information extraction.

• Data Acquisition and Filling: OCR recognition and automatic input.

• Text Quality Control: Grammar and semantic checks, official document format adjustment.

• Intelligent Q&A: Accurate answers to policy questions.

• Correlation Analysis and Decision Support: Multi-source data integration and in-depth analysis.

7. AIGC (Artificial Intelligence Generated Content) and Government Application Practices

AIGC Overview: Using AI to generate text, images, video, and other types of content.

Application Scenarios:

• Text: Assisting official document writing, report generation.

• Images: Image generation, restoration, style transfer.

• Audio: Speech synthesis, translation, sentiment analysis.

• Video: Text-to-video, image-to-video.

• Programming Assistance: Code generation, optimization, completion.

• Intelligent Office: ai writing, design, reading, data analysis.

DeepSeek large models and their related technologies have broad application prospects in government digital transformation. They can significantly improve the efficiency of government services, optimize policy interpretation and push, enhance urban governance capabilities, and ensure data security through localized deployment. With the continuous development of technology, large models will play an important role in more fields.