Mistral Fine-Tune

Re:Mistral Fine-Tune by anon373839 on Saturday May 25, 2024 @06:57AM (#40474169)

Not the OP, but you can take a look at https://spacy.io/usage/spacy-101 to get a sense of what traditional NLP tasks look like. These things can be done much faster than LLMs with appropriate tooling (such as spaCy) and they don’t risk hallucination.

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Re:Mistral Fine-Tune by maaaaattttt on Saturday May 25, 2024 @07:44AM (#40474313)

I’ve tried PII anonymization with standard NLP approaches and LLMs have been (way) better at this task in my experience.

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Re:Mistral Fine-Tune by threeseed on Saturday May 25, 2024 @07:21AM (#40474217)

Also you can do it at scale with SparkNLP: https://sparknlp.org

Many of the use cases I've seen for LLMs would actually be better with NLP.

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Re:Mistral Fine-Tune by meandmycode on Saturday May 25, 2024 @07:52AM (#40474362)

Which kinds of use cases?

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