中芸汇科技
Industry Model Fine-Tuning & Prompt Optimization Service

Industry Model Fine-Tuning & Prompt Optimization Service

Customization of industry-specific prompt libraries (finance/tax, manufacturing, legal, retail), small-sample fine-tuning with enterprise private data, RAG Q&A logic optimization to improve answer accuracy.

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Industry Model Fine-Tuning & Prompt Optimization Service
Industry Model Fine-Tuning & Prompt Optimization Service

Solution Overview

General large models often "hallucinate" in professional domains. We combine industry-specific prompt library customization, small-sample fine-tuning with enterprise data, and RAG retrieval logic optimization to make large models truly useful and reliable in your business scenarios.

Features

  • Industry-specific prompt library customization (finance/tax, manufacturing, legal, retail)
  • Small-sample fine-tuning with enterprise private data
  • RAG Q&A logic optimization to improve answer accuracy
  • Model performance evaluation and A/B testing
  • Hallucination detection and avoidance strategy configuration
  • Continuous iteration: optimize prompts and models based on user feedback
  • Application Scenarios

  • Finance/Tax: Customized prompt for terminology; after fine-tuning, tax consultation accuracy increased from 75% to 95%
  • Manufacturing: Fine-tuning with process parameters and equipment failure knowledge for more precise AI diagnostics
  • Legal: Prompt optimization for contract clauses; AI review compliance rate improved to 98%
  • Retail: Fine-tuning with product knowledge; AI recommendation accuracy increased by 40%
  • Healthcare: Fine-tuning with clinical guidelines for more reliable assisted diagnosis suggestions