Understanding Encoder And Decoder LLMs

Several people asked me to dive a bit deeper into large language model (LLM) jargon and explain some of the more technical terms we nowadays take for granted. This includes references to "encoder-style" and "decoder-style" LLMs. What do these terms mean?

decoder encoder language language model large language large language model llm llms mean people technical terms understanding