IBM Journey to AI blog

AUGUST 1, 2023

True to their name, generative AI models generate text, images, code , or other responses based on a user’s prompt. But what makes the generative functionality of these models—and, ultimately, their benefits to the organization—possible? An open-source model, Google created BERT in 2018.

Generative AI 139

Generative AI Data Scientist BERT Machine Learning 139

Snorkel AI

DECEMBER 27, 2023

While large language models (LLMs) have claimed the spotlight since the debut of ChatGPT, BERT language models have quietly handled most enterprise natural language tasks in production. As foundation models , large LLMs like GPT-4 and Gemini consolidate internet-scale text datasets and excel at a wide range of tasks.

BERT 52

BERT NLP Data Scientist Large Language Models 52

Snorkel AI

DECEMBER 27, 2023

While large language models (LLMs) have claimed the spotlight since the debut of ChatGPT, BERT language models have quietly handled most enterprise natural language tasks in production. As foundation models , large LLMs like GPT-4 and Gemini consolidate internet-scale text datasets and excel at a wide range of tasks.

BERT 52

BERT NLP Data Scientist Large Language Models 52

Towards AI

JANUARY 30, 2024

Author(s): Abhinav Kimothi Originally published on Towards AI. Being new to the world of Generative AI, one can feel a little overwhelmed by the jargon. Designed to be general-purpose, providing a foundation for various AI applications. I’ve been asked many times about common terms used in this field.

Generative AI 85

Generative AI LLM Prompt Engineer Prompt Engineering 85

Marktechpost

APRIL 21, 2024

The following six free AI courses offer a structured pathway for beginners to start their journey into the world of artificial intelligence. Introduction to Generative AI: This course provides an introductory overview of Generative AI, explaining what it is and how it differs from traditional machine learning methods.

Artificial Intelligence 109

Artificial Intelligence Artificial Intelligence BERT Large Language Models 109

Towards AI

AUGUST 10, 2023

Last Updated on August 11, 2023 by Editorial Team Author(s): Tabrez Syed Originally published on Towards AI. As customers clamor for generative AI capabilities, cloud providers are scrambling to deploy LLMs and drive the adoption of their platforms. And AWS isn’t sitting idle on the LLM front, either.

LLM 94

LLM Large Language Models OpenAI AI 94

Artificial Corner

JULY 30, 2023

In this world of complex terminologies, someone who wants to explain Large Language Models (LLMs) to some non-tech guy is a difficult task. So that’s why I tried in this article to explain LLM in simple or to say general language. No training examples are needed in LLM Development but it’s needed in Traditional Development.

Large Language Models 85

Large Language Models LLM Natural Language Processing Deep Learning 85

Unite.AI

MAY 29, 2024

This advancement has spurred the commercial use of generative AI in natural language processing (NLP) and computer vision, enabling automated and intelligent data extraction. Source: A pipeline on Generative AI This figure of a generative AI pipeline illustrates the applicability of models such as BERT, GPT, and OPT in data extraction.

Data Extraction 147

Data Extraction Neural Network Large Language Models Automation 147

ODSC - Open Data Science

NOVEMBER 8, 2023

Generative AI is a new field. Over the past year, new terms, developments, algorithms, tools, and frameworks have emerged to help data scientists and those working with AI develop whatever they desire. It is also used to customize LLMs for specific applications, such as customer service chatbots or medical diagnosis systems.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 52

Snorkel AI

AUGUST 17, 2023

For example: Prompt: This is awesome! // Negative This is bad! // Positive Wow that movie was rad! // Positive {text_to_evaluate} // If text_to_evaluate was “ What a horrible show!” , The LLM output should be: Negative This technique generally guarantees a properly constrained response that will translate well into a code pipeline.

Generative AI 52

Generative AI BERT LLM Prompt Engineer 52

Snorkel AI

AUGUST 17, 2023

For example: Prompt: This is awesome! // Negative This is bad! // Positive Wow that movie was rad! // Positive {text_to_evaluate} // If text_to_evaluate was “ What a horrible show!” , The LLM output should be: Negative This technique generally guarantees a properly constrained response that will translate well into a code pipeline.

Generative AI 52

Generative AI BERT LLM Prompt Engineer 52

Mlearning.ai

JULY 24, 2023

In Generative AI projects, there are five distinct stages in the lifecycle, centred around a Large Language Model 1️⃣ Pre-training : This involves building an LLM from scratch. The likes of BERT, GPT4, Llama 2, have undergone pre-training on a large corpus of data. Billions of parameters are trained.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering Large Language Models 52

Mlearning.ai

JANUARY 17, 2024

Each section of this story comprises a discussion of the topic plus a curated list of resources, sometimes containing sites with more lists of resources: 20+: What is Generative AI? 95x: Generative AI history 600+: Key Technological Concepts 2,350+: Models & Mediums — Text, Image, Video, Sound, Code, etc.

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering Large Language Models 98

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

Marktechpost

APRIL 16, 2024

LangChain is an open-source framework that allows developers to build LLM-based applications easily. It provides for easily connecting LLMs with external data sources to augment the capabilities of these models and achieve better results. It teaches how to build LLM-powered applications using LangChain using hands-on exercises.

Large Language Models 84

Large Language Models Prompt Engineer Prompt Engineering Auto-complete 84

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world. LLMs’ flexibility dazzles, but most AI problems don’t require flexibility.

LLM 52

LLM Data Scientist Neural Network Data Science 52

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. LLM distillation basics Multi-billion parameter language models pre-trained on millions of documents have changed the world. LLMs’ flexibility dazzles, but most AI problems don’t require flexibility.

LLM 52

LLM Data Scientist Neural Network Data Science 52

AssemblyAI

SEPTEMBER 18, 2023

Few technological advancements have captured the imagination, curiosity, and application of experts and businesses quite like artificial intelligence (AI). However, among all the modern-day AI innovations, one breakthrough has the potential to make the most impact: large language models (LLMs). What Is a Large Language Model?

Large Language Models 130

Large Language Models BERT LLM Auto-complete 130

Unite.AI

DECEMBER 4, 2023

In the ever-evolving domain of Artificial Intelligence (AI), where models like GPT-3 have been dominant for a long time, a silent but groundbreaking shift is taking place. The utility of these tools for content creation, code generation, and language translation makes them essential components in the solution of complex problems.

Large Language Models 217

Large Language Models BERT Neural Network Natural Language Processing 217

AWS Machine Learning Blog

AUGUST 30, 2023

To solve this problem, we propose the use of generative AI, a type of AI that can create new content and ideas, including conversations, stories, images, videos, and music. Create an S3 bucket Create an S3 bucket called llm-radiology-bucket to host the training and evaluation datasets.

Generative AI 105

Generative AI LLM AI AI 105

Mlearning.ai

JUNE 7, 2023

Inferentia2-based Amazon EC2 Inf2 instances are designed to deliver high performance at the lowest cost in Amazon EC2 for your DL inference and generative AI applications. Optimized to deploy increasingly complex models, such as large language models (LLM) and vision transformers, at scale. to S3, we can deploy our endpoint.

BERT 52

BERT Deep Learning Large Language Models Generative AI 52

AWS Machine Learning Blog

AUGUST 7, 2023

AWS ProServe solved this use case through a joint effort between the Generative AI Innovation Center (GAIIC) and the ProServe ML Delivery Team (MLDT). AWS received about 100 samples of labeled data from the customer, which is a lot less than the 1,000 samples recommended for fine-tuning an LLM in the data science community.

Large Language Models 73

Large Language Models LLM BERT ML 73

AWS Machine Learning Blog

FEBRUARY 6, 2024

We address this skew with generative AI models (Falcon-7B and Falcon-40B), which were prompted to generate event samples based on five examples from the training set to increase the semantic diversity and increase the sample size of labeled adverse events.

Large Language Models 92

Large Language Models BERT NLP Data Scientist 92

NVIDIA

SEPTEMBER 11, 2023

The overall results showed the exceptional performance and versatility of the NVIDIA AI platform from the cloud to the network’s edge. Overall, the results continue NVIDIA’s record of demonstrating performance leadership in AI training and inference in every round since the launch of the MLPerf benchmarks in 2018.

Computer Vision 124

Computer Vision LLM BERT Large Language Models 124

Unite.AI

FEBRUARY 23, 2024

As AI systems, particularly language models like GPT, become increasingly sophisticated, the ability to effectively communicate with these models has gained paramount importance. Prompt engineering, essentially, is the craft of designing inputs that guide these AI systems to produce the most accurate, relevant, and creative outputs.

Prompt Engineer 272

Prompt Engineer Prompt Engineering Large Language Models Generative AI 272

Marktechpost

MAY 23, 2024

has been selected as one of the 11 outstanding open-source AI projects shaping the future of open source AI, and invited to join the 2024 GitHub Accelerator. It’s exciting to note that LLMWare.ai The end-to-end unified framework provided by LLMWare.ai The end-to-end unified framework provided by LLMWare.ai LLMWare.ai LLMWare.ai

BERT 101

BERT Automation LLM Generative AI 101

IBM Journey to AI blog

NOVEMBER 24, 2023

While attempting to drive acceleration and optimize cost of modernization, Generative AI is becoming a critical enabler to drive change in how we accelerate modernization programs. Let us explore the Generative AI possibilities across these lifecycle areas. Subsequent phases are build and test and deploy to production.

Generative AI 227

Generative AI Auto-complete DevOps Automation 227

Unite.AI

AUGUST 28, 2023

With advancements in deep learning, natural language processing (NLP), and AI, we are in a time period where AI agents could form a significant portion of the global workforce. These AI agents, transcending chatbots and voice assistants, are shaping a new paradigm for both industries and our daily lives.

Auto-complete 240

Auto-complete ChatGPT Large Language Models AI 240

Unite.AI

AUGUST 1, 2023

The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. Such sophisticated and accessible AI models are poised to redefine the future of work, learning, and creativity. Generative models like GPT-4 can produce new data based on existing inputs.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

Analytics Vidhya

SEPTEMBER 2, 2023

Introduction Power of LLMs have become the new buzz in the AI community. Early adopters have swarmed to the different generative AI solutions like GPT 3.5, Since these models are trained on […] The post Harness the Power of LLMs: Zero-shot and Few-shot Prompting appeared first on Analytics Vidhya.

Generative AI 314

Generative AI AI AI BERT 314

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. These multi-level approaches are advantageous when dealing with text with tokens longer than the limit of an LLM, enabling an understanding of complex narratives.

BERT 128

BERT Large Language Models Artificial Intelligence Artificial Intelligence 128

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. a social media post or product description).

Generative AI 118

Generative AI Natural Language Processing Machine Learning Convolutional Neural Networks 118

Towards AI

DECEMBER 28, 2023

Last Updated on December 30, 2023 by Editorial Team Author(s): Sudhanshu Sharma Originally published on Towards AI. In 2023, we witnessed the substantial transformation of AI, marking it as the ‘year of AI.’ This evolution became tangible and accessible to the general public through experiences like ChatGPT.

Large Language Models 107

Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 107

AssemblyAI

MAY 3, 2023

In the grand tapestry of modern artificial intelligence, how do we ensure that the threads we weave when designing powerful AI systems align with the intricate patterns of human values? This question lies at the heart of AI alignment , a field that seeks to harmonize the actions of AI systems with our own goals and interests.

Large Language Models 363

Large Language Models Neural Network LLM Chatbots 363

Mlearning.ai

JUNE 14, 2023

Learning Large Language Models The LLM (Foundational Models) space has seen tremendous and rapid growth. I used this foolproof method of consuming the right information and ended up publishing books , artworks , Podcasts and even an LLM powered consumer facing app ranked #40 on the app store. YouTube BERT Research — Ep.

Neural Network 52

Neural Network Large Language Models BERT Natural Language Processing 52

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

Becoming Human

MARCH 12, 2024

Traditionally reliant on human expertise and manual research, the legal profession is at the cusp of a technological shift as Artificial Intelligence (AI) makes inroads. The integration of AI for legal research raises questions about the future direction of the legal profession and prompts a reevaluation of its core practices.

Automation 105

Automation Artificial Intelligence Artificial Intelligence NLP 105