![]() RoBERTa uses CommonCrawl (CC-News), which includes 63 million English news articles generated between September 2016 and February 2019, as its 76GB data set. RoBERTa (Robustly Optimized BERT Pretraining Approach) is another advanced version of the original BERT, which Facebook announced in July 2019.įacebook created this NLP model with a larger source of data as its pretraining model. Meena also received a metric score in Sensibleness and Specificity Average (SSA) of 79%, making it one of the most intelligent chatbots of its time. Its neural network comprises 2.6 parameters and it is trained on public domain social media conversations. Examples of its functions include simple conversations that include interesting jokes and puns, such as Meena suggesting cows study “Bovine sciences” at Harvard.Īs a direct alternative to OpenAI’s GPT-2, Meena had the ability to process 8.5 times as much data as its competitor at the time. Meena is a chatbot that Google introduced in January 2020 with the ability to converse in a humanlike fashion. Meanwhile, OpenAI GPT is unidirectional and can only respond to complex queries. ![]() Early literature about BERT compareb it to OpenAI’s ChatGPT in November 2018, noting that Google’s technology is deep bidirectional, which helps with predicting incoming text. The technology has since been implemented into Google Search. It uses BookCorpus and English Wikipedia as its models for pretraining references, having learned 800 million and 2.5 billion words respectively.īERT was first announced as an open-source research project and academic paper in October 2018. Lots of ChatGPT’s results mentioned projects by Google, which you’ll see later on in this list.īERT is known for its natural language-processing (NLP) abilities, such as question-answering and sentiment analysis. What is Grok? Elon Musk’s controversial ChatGPT competitor explainedīERT (Bidirectional Encoder Representations from Transformers) is a machine-learning model developed by Google. Here’s why people are claiming GPT-4 just got way better
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