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What do you guys use LLMs for, that is proven to work well with them? (lemmy.world)

submitted 4 days ago* (last edited 3 days ago) by ZkhqrD5o@lemmy.world to c/asklemmy@lemmy.ml

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When I search this topic online, I always find either wrong information or advertising lies. So what is actually something that LLMs can do very well, as in being actually useful and not just outputing a nonsensical word salad that sounds coherent.

Results

So basically from what I've read, most people use it for natural language processing problems.

Example: turn this infodump into a bullet point list, or turn this bullet point list into a coherent text, help me with rephrasing this text, word association, etc.

Other people use it for simple questions that it can answer with a database of verified sources.

Also, a few people use it as struggle duck, basically helping alleviate writers block.

Thanks guys.

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[–] dosse91@lemmy.trippy.pizza 12 points 4 days ago* (last edited 4 days ago)

As a developer, I use LLMs as sort of a search engine, I ask things like how to use a certain function, or how to fix a build error. I try to avoid asking for code because often the generated code doesn't work or uses made up or deprecated functions.

As a teacher, I use it to generate data for exercises, they're especially useful for populating databases and generating text files in a certain format that need to be parsed. I tried asking for ideas for new exercises but they always suck.