LocalLLaMA

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Community to discuss about Llama, the family of large language models created by Meta AI.

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Is there a 7B model capable to extract keywords from a text and return them as an array? (alien.top)

submitted 2 years ago by grigio@alien.top to c/localllama@poweruser.forum

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Prompt like:

Extract the company names from the texts below and return as an array

-- ["Google", "Meta", "Microsoft"]

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[–] DreamGenX@alien.top 1 points 2 years ago

On top of what other said, make sure to include a few shot examples in your prompt, and consider using constrained decoding (ensuring you get valid json of whatever schema you provide, see pointers on how to do it with llama.cpp).

For few shotting chat models, append fake previous turns, like:

System: 
User: 
Assistant: 
...
User: 
Assistant: 
User: