Large Language Models: Helping Manage Data
Open Source For You|December 2023
Generative AI and large language models (LLMs) are the future, and promise a revolution in data management. However, development of LLMs is still very costly and inaccessible to smaller organisations. This will change as the years go by, and AI becomes more commonplace.
Large Language Models: Helping Manage Data

AI technology is changing the way the world does business. Generative artificial intelligence (generative AI) refers to the use of large language models (LLMs) to create new content, like text, images, music, audio, and videos.

LLMs are generative AI models that use deep learning techniques known as transformers. These models excel at natural language processing (NLP) tasks, including language translation, text classification, sentiment analysis, text generation, and question-answering. LLMs are trained with vast data sets from various sources, sometimes boasting hundreds of billions of parameters. They could fundamentally transform how we handle, interact with and master data.

Prominent examples of large language models include OpenAI’s GPT3, Google’s BERT, and XLNet, based on a whopping 175 billion parameters.

Industry adoption of large language models

Generative AI is primed to make an increasingly strong impact on enterprises over the next five years.

The generative AI-based LLMs market is poised for remarkable growth, with estimations pointing towards a staggering valuation of $188.62 billion by the year 2032. - Brainy Insights

The world’s total stock of usable text data is between 4.6 trillion and 17.2 trillion tokens. This includes all the world’s books, all scientific papers, all news articles, all of Wikipedia, all publicly available code, and much of the rest of the internet, filtered for quality (e.g., web pages, blogs, social media). Recent estimates place the total figure at 3.2 trillion tokens. One of today’s leading LLMs was trained on 1.4 trillion tokens. – Forbes

Diese Geschichte stammt aus der December 2023-Ausgabe von Open Source For You.

Starten Sie Ihre 7-tägige kostenlose Testversion von Magzter GOLD, um auf Tausende kuratierte Premium-Storys sowie über 8.000 Zeitschriften und Zeitungen zuzugreifen.

Diese Geschichte stammt aus der December 2023-Ausgabe von Open Source For You.

Starten Sie Ihre 7-tägige kostenlose Testversion von Magzter GOLD, um auf Tausende kuratierte Premium-Storys sowie über 8.000 Zeitschriften und Zeitungen zuzugreifen.

WEITERE ARTIKEL AUS OPEN SOURCE FOR YOUAlle anzeigen
Not Investing in a Cloud Security Program can be Expensive
Open Source For You

Not Investing in a Cloud Security Program can be Expensive

A well-planned cloud security program serves as the primary barrier against security breaches, protecting both the company's assets and its reputation. It's a crucial component that supports an organisation's overall health and in a world with more advanced cyber threats, it helps meet the basic compliance standards that stakeholders expect.

time-read
5 Minuten  |
September 2024
Cutting Costs, Not Corners: Building Large Scale Applications with Open Source Software
Open Source For You

Cutting Costs, Not Corners: Building Large Scale Applications with Open Source Software

Here are some strategies and best practices for leveraging open source to create enterprise-grade web and mobile applications without sacrificing quality or functionality.

time-read
6 Minuten  |
September 2024
FIDO2 and WebAuthn: Ensuring Secure User Authentication
Open Source For You

FIDO2 and WebAuthn: Ensuring Secure User Authentication

In today's digital landscape, securing online identities is more crucial than ever. Traditional passwords are no longer sufficient to protect sensitive information, which is where advanced passwordless authentication mechanisms like FIDO2 and WebAuthn come into play. These technologies offer a powerful solution for secure user authentication in a browser-based environment.

time-read
5 Minuten  |
September 2024
Aspiring to be a DevOps Engineer? Here are a Few Tips
Open Source For You

Aspiring to be a DevOps Engineer? Here are a Few Tips

Organisations are embracing DevOps in software development to ensure quality products are delivered faster. This fast-growing domain offers a range of career opportunities for those willing to learn. You can enrol for one of the many industry-recognised certifications and then gain experience through internships and entry-level positions.

time-read
7 Minuten  |
September 2024
GitHub Actions: Accelerating DevOps Adoption
Open Source For You

GitHub Actions: Accelerating DevOps Adoption

The integration of DevOps practices has become crucial for achieving rapid, reliable, and high-quality software delivery. GitHub Actions, an automation tool provided by GitHub, significantly contributes to this process by streamlining and automating various stages of the software development lifecycle. Let's find out how it can accelerate DevOps adoption.

time-read
4 Minuten  |
September 2024
DevOps in a Nutshell
Open Source For You

DevOps in a Nutshell

This overview takes you down the path of DevOps development, its benefits and drawbacks as well as the resources you may need to become an expert in this field. It explains the roles of a DevOps professional and why they are in demand.

time-read
5 Minuten  |
September 2024
The DevOps Guide: Trends, Tools, Skills, and Career Opportunities
Open Source For You

The DevOps Guide: Trends, Tools, Skills, and Career Opportunities

In today's fast-paced digital world, DevOps is crucial for software development and IT operations. By fostering collaboration and automating processes, it aims to deliver high-quality software quickly and reliably. Let's explore the latest trends in DevOps, essential tools, required skills, career opportunities, and the future of this transformative practice.

time-read
7 Minuten  |
September 2024
AlOps: Integrating AI with DevOps
Open Source For You

AlOps: Integrating AI with DevOps

By integrating AI with DevOps, we can harness the power of both technologies to quicken the development of quality software. Open source DevOps tools now come with AI integrated in them to automate the software development lifecycle and enhance security features.

time-read
6 Minuten  |
September 2024
Getting Started on Contributing to Free Software
Open Source For You

Getting Started on Contributing to Free Software

Interested in contributing to free and open source software but wondering where and how to begin? Dive in to find out...it's quite simple.

time-read
7 Minuten  |
September 2024
AI Services in Microsoft Azure: Designed to Help
Open Source For You

AI Services in Microsoft Azure: Designed to Help

Microsoft's Azure AI services enable optimised operations in industries as varied as retail, healthcare, manufacturing, finance, education, and media.

time-read
6 Minuten  |
September 2024