LSTM gate mechanism clearly explained. I read this article years ago but it's nice to read it again.

This article discusses conventional and newer fine tuning techniques for LLM. Keyword for search: prompt tuning, prefix tuning, in-context learning, frozen layers, adaptor, LoRA.