Large model product architecture diagram
2024-09-12 10:25:56 2 Report
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This large model product architecture diagram provides a comprehensive overview of the components and processes involved in deploying and managing advanced AI models. Key elements include model compression, distillation, and quantization, which enhance efficiency and performance. The architecture supports various applications such as customer service, intelligent credit, and document recognition, facilitated by specialized models like voiceprint and image models. Essential tools like the KnowledgeBaseCenter, vector database, and workflow orchestration ensure seamless integration and operation. The architecture also emphasizes model evaluation, tuning, and localized deployment, supported by user feedback and data cleaning processes, to optimize AI solutions for diverse business needs.
Other works by the author
Outline/Content
Model Compression
Agent
ModelService
Customer Service Assistant
Voiceprint model
Intelligent Credit
KnowledgeBaseCenter
Distributed Scheduling
Office Assistant
Basic Model Service
Programming Assistant
Model Distillation
ModelManagement
Image model
Meeting Summary
Telesales Training Assistant
Log Alert Assistant
Vector Database
Document Recognition Model
Model Effectiveness Evaluation
Data Annotation
Single/Multiple Model Evaluation
Landing scene
Business Data
Model Quantization
ASR
Model Scheduling
Keyword Management
Application Chain Tools
Prompt Template
Smart Office
Application Center
Embedding
Model tuning/training
Intelligent IT
Evaluation Dimension Management
Reminder Assistant
Fine-tuning model
Reasoning Acceleration
Knowledge Base
User Feedback Data
Data Cleaning
Proprietary Model Service
Prompt Optimization
Localized deployment
Machine Learning Platform
Workflow Orchestration Tool
Model Fine-tuning
Text-to-Speech
Application Tools
RAG
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