Snorkel AI

MAY 25, 2023

Since the public unveiling of ChatGPT, large language models (or LLMs) have had a cultural moment. But what are large language models? Table of contents What are large language models (LLMs)? Their new model combined several ideas into something surprisingly simple and powerful.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

Snorkel AI

MAY 25, 2023

Since the public unveiling of ChatGPT, large language models (or LLMs) have had a cultural moment. But what are large language models? Table of contents What are large language models (LLMs)? Their new model combined several ideas into something surprisingly simple and powerful.

Large Language Models 52

Large Language Models BERT Neural Network LLM 52

AWS Machine Learning Blog

SEPTEMBER 1, 2023

Nowadays, the majority of our customers is excited about large language models (LLMs) and thinking how generative AI could transform their business. However, bringing such solutions and models to the business-as-usual operations is not an easy task. Only prompt engineering is necessary for better results.

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Generative AI Prompt Engineer Prompt Engineering AI 107

AWS Machine Learning Blog

MAY 7, 2024

Large language models (LLMs) have unlocked new possibilities for extracting information from unstructured text data. This post walks through examples of building information extraction use cases by combining LLMs with prompt engineering and frameworks such as LangChain.

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Prompt Engineer Prompt Engineering Large Language Models LLM 100

Marktechpost

MAY 7, 2024

The rapid advancement of Large Language Models (LLMs) has sparked interest among researchers in academia and industry alike. Moreover, differences in data table structures between BI and traditional SQL contexts further complicate the translation process.

Business Intelligence 108

Business Intelligence Prompt Engineer Prompt Engineering Natural Language Processing 108

Unite.AI

AUGUST 4, 2023

An important aspect of Large Language Models (LLMs) is the number of parameters these models use for learning. The more parameters a model has, the better it can comprehend the relationship between words and phrases. Prompts play a crucial role in steering the behavior of a model.

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Prompt Engineer Prompt Engineering Python NLP 245

AWS Machine Learning Blog

MARCH 13, 2024

By orchestrating toxicity classification with large language models (LLMs) using generative AI, we offer a solution that balances simplicity, latency, cost, and flexibility to satisfy various requirements. Latency and cost are also critical factors that must be taken into account.

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LLM Natural Language Processing Prompt Engineer Prompt Engineering 112

AWS Machine Learning Blog

OCTOBER 24, 2023

We discuss IDP in detail in our series Intelligent document processing with AWS AI services ( Part 1 and Part 2 ). In this post, we discuss how to extend a new or existing IDP architecture with large language models (LLMs). The following code block shows an example of how this is done using an LLM and prompt engineering.

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IDP LLM Prompt Engineer Prompt Engineering 118

AWS Machine Learning Blog

DECEMBER 5, 2023

The custom metadata helps organizations and enterprises categorize information in their preferred way. His focus area is AI/ML, and he helps customers with generative AI, large language models, and prompt engineering. For example, metadata can be used for filtering and searching.

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Metadata Auto-classification Auto-complete Content Enrichment 103

Explosion

MAY 17, 2023

A lot of people are building truly new things with Large Language Models (LLMs), like wild interactive fiction experiences that weren’t possible before. But if you’re working on the same sort of Natural Language Processing (NLP) problems that businesses have been trying to solve for a long time, what’s the best way to use them?

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LLM NLP Large Language Models OpenAI 135

Unite.AI

SEPTEMBER 20, 2023

These are deep learning models used in NLP. This discovery fueled the development of large language models like ChatGPT. Large language models or LLMs are AI systems that use transformers to understand and create human-like text.

LLM 342

LLM BERT NLP Python 342

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

Flipboard

DECEMBER 6, 2023

Tools like LangChain , combined with a large language model (LLM) powered by Amazon Bedrock or Amazon SageMaker JumpStart , simplify the implementation process. Unlike their more general-purpose counterparts, these models are exclusively designed for summarization tasks.

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BERT Large Language Models Artificial Intelligence Artificial Intelligence 128

AWS Machine Learning Blog

NOVEMBER 1, 2023

Visual language processing (VLP) is at the forefront of generative AI, driving advancements in multimodal learning that encompasses language intelligence, vision understanding, and processing. Xin Huang is a Senior Applied Scientist for Amazon SageMaker JumpStart and Amazon SageMaker built-in algorithms.

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Auto-classification LLM Auto-complete Generative AI 97