this post was submitted on 01 Oct 2024
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Over simplification but partly it has to do with how LLMs split language into tokens and some of those tokens are multi-letter. To us when we look for R's we split like S - T - R - A - W - B - E - R - R - Y where each character is a token, but LLMs split it something more like STR - AW - BERRY which makes predicting the correct answer difficult without a lot of training on the specific problem. If you asked it to count how many times STR shows up in "strawberrystrawberrystrawberry" it would have a better chance.
Thanks, you explained it well enough this layman kinda gets it!