TECH & AI
means that it has been trained on a dataset of conversational text , such as chat logs or transcriptions of conversations , and is able to generate text that is more suited for use in a chatbot or other conversational system .”
“ Another difference is the size and capacity of the model . ChatGPT is based on the GPT-3 model , which is one of the largest and most powerful language models currently available . This allows ChatGPT to generate high-quality text that ’ s more coherent and human-like than many other language models .”
To achieve this level of diversity and the high quality of its responses , extensive training was required , utilising a vast , varied dataset .
“ I am a large language model trained by OpenAI . I was trained using a technique called transformers , which allows me to process and understand natural language input . I was trained on a dataset of billions of words from the internet , which means that I have a broad range of knowledge on a wide variety of topics .”
ChatGPT does not have access to the internet , meaning its knowledge is limited to the point at which its training ended ( in 2021 ). But , despite its current limitations , the ChatGPT tool has the potential to be used in a huge variety of different industry applications across almost all of the world ’ s sectors .
According to ChatGPT itself , NLP is needed in areas spanning everything from chatbots , language translation , and text summarisation to text generation and language modelling .
146 March 2023