7 ms·
LLMs like GPT are heavy and costly (and BERT are LLMs too, params can up to like 1.5B). For niche problems like classification on a small domain, BERT like mode
by vietvu 2y ago
LLMs like GPT are heavy and costly (and BERT are LLMs too, params can up to like 1.5B). For niche problems like classification on a small domain, BERT like models are much better, cheaper. You don't need all knowledge gen AI LLM has. I have seen many companies using DeBERTa or RoBERTa for text classification, not using GPT/LLaMA.