Deploying Large NLP Models: Infrastructure Cost Optimization

NLP models in commercial applications such as text generation systems have experienced great interest among the user. These models have achieved various groundbreaking results in many NLP tasks like question-answering, summarization, language translation, classification, paraphrasing, et cetera.  Models like for example ChatGPT, Gopher **(280B), GPT-3 (175B), Jurassic-1 (178B), and Megatron-Turing NLG (530B) are predominantly very…

applications chatgpt classification commercial cost example gpt gpt-3 infrastructure jurassic-1 language language translation megatron natural language processing nlg nlp nlp models optimization paraphrasing summarization systems text text generation translation turing