Best Practices for Optimizing LLMs (Prompt Engineering, RAG and Fine-tuning)

• The Optimization Strategies
• Typical Optimization Pipeline
• Comparison of Optimisation Approaches
• OpenAI RAG Use Case

Challenges in the Commercialization of Large Language Models

• 1. Current Solutions for Rapid Commercial Deployment: RAG
• 2. Challenges in the Commercialization of LLM
• 3. Generation and Retrieval
• 4. Use Case: Implementation of an Intelligent Customer Service System

LLM Leaderboard Platform

• 1. The Platform for LLM evals
• 2. LLM Organization and Product