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GPT4All is the simplest local-LLM desktop app I recommend to first-time users. Three platforms, one click, models running offline. This is the install plus a real first-day workflow.
Jan is the open-source desktop chat app that runs entirely on your machine. I tried it for a week as a ChatGPT replacement. This is the install plus the workflow that worked.
LM Studio is the friendliest local-LLM front-end I have used. Built-in model browser, one-click downloads, OpenAI-compatible API. This is the install plus the workflow I use on the MacBook.