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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[–] xelldev13@alien.top 1 points 2 years ago (1 children)

You can do this with NER model like bert, is more fast, but is only for entitie recognition

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

Yeah Named Entity Recognition with BERT works very well, provided that you have a good dataset. Another limitation is that it can only handle 512 tokens