Large Language Models (LLMs)

•  is a language model, characterized by its large size

LLM - History

LLM - Models

Most notable models include the GPT series:

• GPT-1/2/3/4/5
• LLaMA
• ESM-3 Evolution Language Model
• PaLM (used in Google Bard)
• BERT (Bidirectional Encoder Representations from Transformers)
• BLOOM
• Ernie 3.0 Titan
• Claude

LLM - Challenges

Known challenges of LLMs include:

• Presenting false information when it does not have the answer.
• Presenting out-of-date or generic information when the user expects a specific, current response.
• Creating a response from non-authoritative sources.
• Creating inaccurate responses due to terminology confusion, wherein different training sources use the same terminology to talk about different things