Large Language Model (LLM) based SMS Classifier
Raghav Palriwala
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Posted Sep 13, 2024
Mistral 7b Instruct and ChatGPT 3.5 Turbo to classify SMS in multiple categories.
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Moneyview
Aim was to segregate SMS with financial transaction information from everything else. I engineered a prompt using few shot learning on OpenAI's ChatGPT 3.5 Turbo and MistralAI's Mistral 7B Instruct. The models showcased Recall upwards of 97% and Precision more than 93%. This model saves 36 daily man hours and processed over 200 Mn SMS everyday.