Large Language Model (Under Construction…)

LLM

• 🏆 LMSYS Chatbot Arena Leaderboard: Check which LLMs are now on the top of the list!

• ⚔️ Chatbot Arena: Benchmarking LLMs in the Wild

• It is a very challenging task to properly evaluate an LLM. Please check the following articles for more details:

  • LLM Benchmarking: How to Evaluate Language Model Performance

  • Evaluating Large Language Model (LLM) systems: Metrics, challenges, and best practices

  • LLM 評估方法指南：趨勢、指標與未來方向

Topics to be covered

• Transfer Learning based on BERT (X)

• Langchain: An Introduction

  • Leveraging Large Language Models (OpenAI)

  • LLM and Prompt Engeering

  • LLM and Retrieval-Augmented Generation (RAG)

• Multimodal Processing (A YouTube-based Application)