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Crossposting from your substack: 
Re: “Llama is this so easy”, this repo seems to suggest that actually you may need *very* few additional parameters and a tiny amount of fine-tuning of a network that you bolt on top of an LLM to get pretty good instruction following. I haven’t experimented with it though.