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The development of Large Language Models (LLMs), such as GPT and BERT, represents a remarkable leap in computationallinguistics. The computational intensity required and the potential for various failures during extensive training periods necessitate innovative solutions for efficient management and recovery.
Categorization of LLMs – Source One of the most common examples of an LLM is a virtual voice assistant such as Siri or Alexa. The models, such as BERT and GPT-3 (improved version of GPT-1 and GPT-2), made NLP tasks better and polished. GPT-4, BERT) based on your specific task requirements.
Research models such as BERT and T5 have become much more accessible while the latest generation of language and multi-modal models are demonstrating increasingly powerful capabilities. 92] categorized the languages of the world into six different categories based on the amount of labeled and unlabeled data available in them.
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