AssemblyAI

MAY 23, 2023

With these complex algorithms often labeled as "giant black boxes" in media, there's a growing need for accurate and easy-to-understand resources, especially for Product Managers wondering how to incorporate AI into their product roadmap. The size of a model is only one aspect to account for during training.

Large Language Models 130

Large Language Models Neural Network LLM Chatbots 130

Unite.AI

AUGUST 8, 2023

That is Generative AI. Generative models have blurred the line between humans and machines. With the advent of models like GPT-4, which employs transformer modules, we have stepped closer to natural and context-rich language generation. Performs text completion in natural language.

Generative AI 243

Generative AI ChatGPT Neural Network Convolutional Neural Networks 243

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

Flipboard

JULY 4, 2023

Large Language Models have shown immense growth and advancements in recent times. The field of Artificial Intelligence is booming with every new release of these models. From education and finance to healthcare and media, LLMs are contributing to almost every domain.

Large Language Models 126

Large Language Models Machine Learning Natural Language Processing BERT 126

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. While the performance of these models is impressive, so too are their computational costs.

BERT 59

BERT NLP Data Scientist Large Language Models 59

Marktechpost

MAY 30, 2024

Google plays a crucial role in advancing AI by developing cutting-edge technologies and tools like TensorFlow, Vertex AI, and BERT. Its AI courses provide valuable knowledge and hands-on experience, helping learners build and optimize AI models, understand advanced AI concepts, and apply AI solutions to real-world problems.

Artificial Intelligence 114

Artificial Intelligence Artificial Intelligence BERT Computer Vision 114

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. While the performance of these models is impressive, so too are their computational costs.

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. While the performance of these models is impressive, so too are their computational costs.

BERT 52

BERT NLP Data Scientist Large Language Models 52

AWS Machine Learning Blog

AUGUST 7, 2023

They wanted to first determine if the given language excerpt is toxic, and then classify the excerpt in a specific customer-defined category of toxicity such as profanity or abusive language. The solution was to find and fine-tune an LLM to classify toxic language. Thus the basis of the transformer model was born.

Large Language Models 73

Large Language Models LLM BERT ML 73

AssemblyAI

JUNE 27, 2023

Until very recently, however, these improvements were still far from the outstanding progress observed in image and text generation. This blog post is part of a series on generative AI. This shift has led to dramatic improvements in speech recognition and several other applications of discriminative AI.

Generative AI 298

Generative AI AI AI BERT 298

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. Context-Aware Data Extraction LLMs possess strong contextual understanding, honed through extensive training on large datasets.

Data Extraction 147

Data Extraction Neural Network Large Language Models Automation 147

Marktechpost

APRIL 21, 2024

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. This is crucial for ensuring AI technology is used in a way that is ethical and beneficial to society.

Artificial Intelligence 114

Artificial Intelligence Artificial Intelligence BERT Large Language Models 114

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 140

Generative AI Data Scientist BERT Machine Learning 140

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 90

Large Language Models Prompt Engineer Prompt Engineering Auto-complete 90

AWS Machine Learning Blog

NOVEMBER 30, 2023

The risks associated with generative AI have been well-publicized. Research shows that not only do risks for bias and toxicity transfer from pre-trained foundation models (FM) to task-specific generative AI services, but that tuning an FM for specific tasks, on incremental datasets, introduces new and possibly greater risks.

Large Language Models 83

Large Language Models LLM Algorithm Responsible AI 83

Towards AI

AUGUST 10, 2023

Today, a similar dynamic is playing out in the world of large language models (LLMs) and cloud computing. Major players like Amazon, Microsoft, and Google are racing to meet surging demand for LLMs like GPT-3. But much like the Razr, access to the most advanced models is limited to specific cloud platforms.

LLM 94

LLM Large Language Models OpenAI AI 94

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

Unite.AI

FEBRUARY 23, 2024

Prompt engineering is the art and science of crafting inputs (or “prompts”) to effectively guide and interact with generative AI models, particularly large language models (LLMs) like ChatGPT. from over 2,000 participants. This 10-hour course, also highly rated at 4.8,

Prompt Engineer 272

Prompt Engineer Prompt Engineering Large Language Models Generative AI 272

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. This is done using rewards.

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering Large Language Models 52

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

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

Towards AI

DECEMBER 28, 2023

Here are 11 pillars for building expertise in GenAI: Basics of Python- Python serves as a prominent programming language for working with large language models (LLMs) due to its versatility, extensive libraries, and community support. Expand your skillset by… courses.analyticsvidhya.com 2.

Large Language Models 107

Large Language Models Natural Language Processing Prompt Engineer Prompt Engineering 107

Snorkel AI

FEBRUARY 13, 2024

Large language model distillation isolates LLM performance on a specific task and mirrors its functionality in a smaller format. This lets developers get the same results they would get from an enormous model like GPT-4 at a lower cost and higher velocity—albeit only on that specific task. What is LLM distillation?

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. This lets developers get the same results they would get from an enormous model like GPT-4 at a lower cost and higher velocity—albeit only on that specific task. What is LLM distillation?

LLM 52

LLM Data Scientist Neural Network Data Science 52

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 1, 2024

Ever since its inception, ChatGPT has taken the world by storm, marking the beginning of the era of generative AI. Although large language models (LLMs) had been developed prior to the launch of ChatGPT, the latter’s ease of accessibility and user-friendly interface took the adoption of LLM to a new level.

ChatGPT 98

ChatGPT Large Language Models Prompt Engineer Prompt Engineering 98

Snorkel AI

AUGUST 17, 2023

While Snorkel has worked with partners to build valuable applications using image and cross-modal genAI models, this post will focus exclusively on large language models. Sends the prompt to the LLM. Developers who can’t or don’t want to use those tools can do this directly through LLM APIs, as outlined below.

Generative AI 52

Generative AI BERT LLM Prompt Engineer 52

Snorkel AI

AUGUST 17, 2023

While Snorkel has worked with partners to build valuable applications using image and cross-modal genAI models, this post will focus exclusively on large language models. Sends the prompt to the LLM. Developers who can’t or don’t want to use those tools can do this directly through LLM APIs, as outlined below.

Generative AI 52

Generative AI BERT LLM Prompt Engineer 52

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.

Neural Network 52

Neural Network Large Language Models BERT Natural Language Processing 52

NVIDIA

SEPTEMBER 11, 2023

Grace Hopper Superchips and H100 GPUs led across all MLPerf’s data center tests, including inference for computer vision, speech recognition and medical imaging, in addition to the more demanding use cases of recommendation systems and the large language models ( LLMs ) used in generative AI.

Computer Vision 124

Computer Vision LLM BERT Large Language Models 124

Unite.AI

AUGUST 1, 2023

The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. One such model that has garnered considerable attention is OpenAI's ChatGPT , a shining exemplar in the realm of Large Language Models. These include few-shot learning, ReAct, chain-of-thought, RAG, and more.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Convolutional Neural Networks 246

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.

BERT 52

BERT Deep Learning Large Language Models Generative AI 52

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

AWS Machine Learning Blog

AUGUST 30, 2023

It enables translation of reports into human readable language, thereby alleviating the patients’ burden of reading through lengthy and obscure reports. 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.

Generative AI 105

Generative AI LLM AI AI 105

Analytics Vidhya

AUGUST 28, 2023

Introduction In today’s rapidly advancing technological landscape, Large Language Models (LLMs) are transformative innovations that reshape industries and revolutionize human-computer interactions. However, these powerful tools also bring to light complex ethical challenges.

Large Language Models 232

Large Language Models BERT LLM Generative AI 232

Analytics Vidhya

AUGUST 9, 2023

Introduction Large Language Models (LLMs) have changed the entire world. Especially in the AI community, this is a giant leap forward. Generalist LLMs are jacks of all trades […] The post Unleashing the Potential of Domain-Specific LLMs appeared first on Analytics Vidhya.

Large Language Models 231

Large Language Models AI AI BERT 231

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