Topbots

OCTOBER 4, 2023

For example, large language models (LLMs) are trained by randomly replacing some of the tokens in training data with a special token, such as [MASK]. Masking in BERT architecture ( illustration by Misha Laskin ) Another common type of generative AI model are diffusion models for image and video generation and editing.

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

AssemblyAI

MAY 3, 2023

This is heavily due to the popularization (and commercialization) of a new generation of general purpose conversational chatbots that took off at the end of 2022, with the release of ChatGPT to the public. Thanks to the widespread adoption of ChatGPT, millions of people are now using Conversational AI tools in their daily lives.

Large Language Models 363

Large Language Models Neural Network LLM Chatbots 363

Topbots

JULY 6, 2023

Like other large language models, including BERT and GPT-3, LaMDA is trained on terabytes of text data to learn how words relate to one another and then predict what words are likely to come next. The second pre-training stage performs vision-to-language generative learning by connecting the output of the Q-Former to a frozen LLM.

LLM 52

LLM Large Language Models Natural Language Processing OpenAI 52

ODSC - Open Data Science

FEBRUARY 14, 2023

Trained with 570 GB of data from books and all the written text on the internet, ChatGPT is an impressive example of the training that goes into the creation of conversational AI. and is trained in a manner similar to OpenAI’s earlier InstructGPT, but on conversations.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

AssemblyAI

MAY 23, 2023

The widespread use of ChatGPT has led to millions embracing Conversational AI tools in their daily routines. Large Language Models In recent years, LLM development has seen a significant increase in size, as measured by the number of parameters. Determining the necessary data for training an LLM is challenging.

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

Unite.AI

AUGUST 8, 2023

Generative AI Types: Text to Text, Text to Image Transformers & LLM The paper “ Attention Is All You Need ” by Google Brain marked a shift in the way we think about text modeling. Large Language Models (LLMs) like GPT-4, Bard, and LLaMA, are colossal constructs designed to decipher and generate human language, code, and more.

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

Topbots

JUNE 29, 2023

4] In the open-source camp, initial attempts at solving the Text2SQL puzzle were focussed on auto-encoding models such as BERT, which excel at NLU tasks.[5, 5, 6, 7] However, amidst the hype around generative AI, recent approaches focus on autoregressive models such as the T5 model. different variants of semantic parsing.

Auto-complete 52

Auto-complete Algorithm Data Scientist Auto-classification 52

Topbots

JUNE 6, 2023

In October 2022, I published an article on LLM selection for specific NLP use cases , such as conversation, translation and summarisation. Since then, AI has made a huge step forward, and in this article, we will review some of the trends of the past months as well as their implications for AI builders.

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105