Topbots

JULY 6, 2023

If you’d like to skip around, here are the language models we featured: GPT-3 by OpenAI LaMDA by Google PaLM by Google Flamingo by DeepMind BLIP-2 by Salesforce LLaMA by Meta AI GPT-4 by OpenAI If this in-depth educational content is useful for you, you can subscribe to our AI research mailing list to be alerted when we release new material.

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. However, this takes time.”

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

Snorkel AI

AUGUST 24, 2023

Then, they can distill that model’s expertise into a deployable form by having it “teach” a smaller model like BERT and applying it to their specific problem. Banks can use these models to fine-tune their interactive voice responses and train conversational AI to automatically respond to queries over chat, email, and text.

Large Language Models 52

Large Language Models AI AI Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Then, they can distill that model’s expertise into a deployable form by having it “teach” a smaller model like BERT and applying it to their specific problem. Banks can use these models to fine-tune their interactive voice responses and train conversational AI to automatically respond to queries over chat, email, and text.

Large Language Models 52

Large Language Models AI AI Artificial Intelligence 52

Snorkel AI

AUGUST 24, 2023

Then, they can distill that model’s expertise into a deployable form by having it “teach” a smaller model like BERT and applying it to their specific problem. Banks can use these models to fine-tune their interactive voice responses and train conversational AI to automatically respond to queries over chat, email, and text.

Large Language Models 52

Large Language Models AI AI Artificial Intelligence 52

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 ChatGPT 363

Topbots

JUNE 15, 2023

As of March 2023, GPT-3 could take up to 4K tokens and GPT-4 could take up to 8K or 32K tokens in its input [ 1 ] It costs more money It takes longer to run OpenAI’s models are increasingly being used in countries where English is not the dominant language. Top 5 countries sending the most traffic to chat.openai.com in Jan-March 2023.

Natural Language Processing 59

Natural Language Processing Computational Linguistics NLP ChatGPT 59

Unite.AI

AUGUST 8, 2023

These advanced AI deep learning models have seamlessly integrated into various applications, from Google's search engine enhancements with BERT to GitHub’s Copilot, which harnesses the capability of Large Language Models (LLMs) to convert simple code snippets into fully functional source codes.

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

Topbots

JUNE 29, 2023

In April 2023, GPT-4 led to a dramatic accuracy increase of more than 5% over the previous state-of-the-art and achieved an accuracy of 85.3% (оn the metric “execution with values”).[4] 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,

Auto-complete 52

Auto-complete Algorithm Data Scientist Auto-classification 52

Topbots

JUNE 6, 2023

Autoencoding models, which are better suited for information extraction, distillation and other analytical tasks, are resting in the background — but let’s not forget that the initial LLM breakthrough in 2018 happened with BERT, an autoencoding model. For B2B Generative AI Apps, Is Less More ? [2] References [1] Andreessen Horowitz.

LLM 102

LLM ChatGPT Prompt Engineer Prompt Engineering 102