IBM Journey to AI blog

FEBRUARY 13, 2024

This data is fed into generational models, and there are a few to choose from, each developed to excel at a specific task. Generative adversarial networks (GANs) or variational autoencoders (VAEs) are used for images, videos, 3D models and music. Autoregressive models or large language models (LLMs) are used for text and language.

Generative AI 313

Generative AI AI AI Chatbots 313

Snorkel AI

AUGUST 24, 2023

How foundation models aid complaint resolution The recent emergence of foundation models (FMs) has amplified AI’s ability to accomplish many tasks, including complaint handling.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

How foundation models aid complaint resolution The recent emergence of foundation models (FMs) has amplified AI’s ability to accomplish many tasks, including complaint handling.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

Snorkel AI

AUGUST 24, 2023

How foundation models aid complaint resolution The recent emergence of foundation models (FMs) has amplified AI’s ability to accomplish many tasks, including complaint handling.

Large Language Models 52

Large Language Models AI AI Natural Language Processing 52

AWS Machine Learning Blog

NOVEMBER 29, 2023

def __init__(self): self.celoss = torch.nn.CrossEntropyLoss(reduction='none') def loss( self, model: torch.nn.Module, transformed_batch: SiftingBatch, original_batch: Any = None, ) -> torch.Tensor: device = next(model.parameters()).device device batch = [t.to(device) device batch = [t.to(device)

Deep Learning 83

Deep Learning Conversational AI Natural Language Processing Computer Vision 83

Topbots

OCTOBER 4, 2023

Generated with Bing and edited with Photoshop Predictive AI has been driving companies’ ROI for decades through advanced recommendation algorithms, risk assessment models, and fraud detection tools. However, the recent surge in generative AI has made it the new hot topic.

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

ODSC - Open Data Science

FEBRUARY 14, 2023

It is the latest in the research lab’s lineage of large language models using Generative Pre-trained Transformer (GPT) technology. 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.

ChatGPT 124

ChatGPT Large Language Models OpenAI Conversational AI 124

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

APRIL 11, 2023

This workshop will introduce you to the fundamentals of PySpark (Spark’s Python API), the Spark NLP library, and other best practices in Spark programming when working with textual or natural language data. We have seen these techniques advancing multiple fields in AI such as NLP, Computer Vision, and Robotics.

NLP 96

NLP Large Language Models Data Science Big Data 96

Topbots

JUNE 15, 2023

Large language models such as ChatGPT process and generate text sequences by first splitting the text into smaller units called tokens. Over a hundred years ago, telegraphy, a revolutionary technology of its time (“the internet of its era”), faced language inequities similar to those we see in today’s large language models.

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 this article, we will consider the different implementation aspects of Text2SQL and focus on modern approaches with the use of Large Language Models (LLMs), which achieve the best performance as of now (cf. [2]; Evaluating the Text-to-SQL Capabilities of Large Language Models [3] Naihao Deng et al.

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. Scaling Laws for Neural Language Models. [7] 7] Jason Wei et al.

LLM 105

LLM ChatGPT Prompt Engineer Prompt Engineering 105