Unite.AI

FEBRUARY 7, 2024

But more than MLOps is needed for a new type of ML model called Large Language Models (LLMs). LLMs are deep neural networks that can generate natural language texts for various purposes, such as answering questions, summarizing documents, or writing code.

Machine Learning 294

Machine Learning Large Language Models LLM BERT 294

John Snow Labs

MAY 21, 2024

This combination of nine benchmarks challenges AI models to answer thousands of medical licensing exam questions (MedQA), biomedical research questions (PubMedQA), and college-level exams in anatomy, genetics, biology, and medicine (MMLU). Despite this, a majority of GenAI projects have not yet been tested for LLM requirements.

LLM 98

LLM Large Language Models NLP Responsible AI 98

ODSC - Open Data Science

FEBRUARY 15, 2024

Large language models have taken the world by storm, offering impressive capabilities in natural language processing. However, while these models are powerful, they can often benefit from fine-tuning or additional training to optimize performance for specific tasks or domains. Why Fine-Tune a Model?

Large Language Models 52

Large Language Models LLM Robotics Data Science 52

John Snow Labs

SEPTEMBER 5, 2023

Topics Covered Include Large Language Models, Semantic Search, ChatBots, Responsible AI, and the Real-World Projects that Put Them to Work John Snow Labs , the healthcare AI and NLP company and developer of the Spark NLP library, today announced the agenda for its annual NLP Summit, taking place virtually October 3-5.

Natural Language Processing 98

Natural Language Processing NLP Large Language Models Responsible AI 98

ODSC - Open Data Science

JULY 3, 2023

We’re hearing a lot about large language models, or LLMs recently in the news. If you don’t know, LLMs are a type of artificial intelligence that is trained on massive amounts of text data. If successful, this could lead to more efficient NLP models in the future. Dolly Dolly 2.0

Large Language Models 98

Large Language Models Natural Language Processing Data Science Prompt Engineer 98

Marktechpost

MAY 30, 2024

Learners will gain hands-on experience with image classification models using public datasets. Natural Language Processing on Google Cloud This course introduces Google Cloud products and solutions for solving NLP problems. It covers how to develop NLP projects using neural networks with Vertex AI and TensorFlow.

Artificial Intelligence 114

Artificial Intelligence Artificial Intelligence BERT Computer Vision 114

Heartbeat

OCTOBER 12, 2023

Large language models have been game-changers in artificial intelligence, but the world is much more than just text. These language models are breaking boundaries, venturing into a new era of AI — Multi-Modal Learning. However, the influence of large language models extends beyond text alone.

Large Language Models 59

Large Language Models Neural Network Artificial Intelligence Artificial Intelligence 59

ODSC - Open Data Science

MAY 11, 2023

The latest wave of innovation around large language models (LLMs), such as ChatGPT and GPT-4, is rapidly transforming the world of bot building. This is something that Microsoft has worked to address, by creating responsible AI by design.

Large Language Models 96

Large Language Models Chatbots Natural Language Processing Conversational AI 96

John Snow Labs

NOVEMBER 9, 2023

Introduction Building applications with language models involves many moving parts. Evaluation and testing are both critical when thinking about deploying Large Language Model (LLM) applications. QA models play a crucial role in retrieving answers from text, particularly in document search.

Large Language Models 52

Large Language Models OpenAI LLM Responsible AI 52

John Snow Labs

DECEMBER 23, 2023

In the era of rapidly evolving Large Language Models (LLMs) and chatbot systems , we highlight the advantages of using LLM systems based on RAG (Retrieval Augmented Generation). They also enable near-real-time data updates without re-tuning the LLM.

LLM 52

LLM Chatbots Large Language Models NLP 52

John Snow Labs

DECEMBER 23, 2023

In the era of rapidly evolving Large Language Models (LLMs) and chatbot systems, we highlight the advantages of using LLM systems based on RAG (Retrieval Augmented Generation). They also enable near-real-time data updates without re-tuning the LLM.

LLM 52

LLM Chatbots Large Language Models NLP 52

John Snow Labs

SEPTEMBER 26, 2023

Experts Share Perspectives on How Advanced NLP Technologies Will Shape Their Industries and Unleash Better & Faster Results. to be precise) of data scientists and engineers plan to deploy Large Language Model (LLM) applications into production in the next 12 months or “as soon as possible.”

NLP 52

NLP Large Language Models LLM Data Scientist 52

Marktechpost

MAY 6, 2024

In the quickly changing field of Natural Language Processing (NLP), the possibilities of human-computer interaction are being reshaped by the introduction of advanced conversational Question-Answering (QA) models. Recently, Nvidia has published a competitive Llama3-70b QA/RAG fine-tune. The Llama3-ChatQA-1.5 was developed.

Large Language Models 114

Large Language Models Natural Language Processing NLP Responsible AI 114

Allen AI

FEBRUARY 1, 2024

As the world races to deploy AI models that are effective and safe, the demand for Open Large Language Models (LLMs) has exploded. The massive adoption of both open and closed AI models means that AI capabilities have leapfrogged our ability to understand how they are created.

LLM 76

LLM Large Language Models AI Researcher AI Research 76

John Snow Labs

AUGUST 31, 2023

Clinical bias in LLM (Language Learning Models) refers to the unfair or unequal representation or treatment based on medical or clinical information. LangTest offers a systematic approach to validate models against biases and perturbations like typos, varying textual cases, and more. Model (Who should do the job?)

Large Language Models 52

Large Language Models LLM NLP OpenAI 52

Topbots

DECEMBER 5, 2023

Generated with DALL-E 3 In the rapidly evolving landscape of Natural Language Processing, 2023 emerged as a pivotal year, witnessing groundbreaking research in the realm of Large Language Models (LLMs). Top LLM Research Papers 2023 1. Where to learn more about this research?

LLM 110

LLM Large Language Models Natural Language Processing Conversational AI 110

ODSC - Open Data Science

MARCH 11, 2024

Introducing the Topic Tracks for ODSC East 2024 — Highlighting Gen AI, LLMs, and Responsible AI ODSC East 2024 , coming up this April 23rd to 25th, is fast approaching and this year we will have even more tracks comprising hands-on training sessions, expert-led workshops, and talks from data science innovators and practitioners.

Responsible AI 52

Responsible AI Deep Learning Data Science Machine Learning 52

ODSC - Open Data Science

FEBRUARY 6, 2024

Large Language Models are everywhere these days. Stay at the forefront of increasingly ubiquitous technology with the leading AI training conference, ODSC East this April 23rd-25th in Boston. Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference.

Large Language Models 52

Large Language Models LLM Big Data NLP 52

Unite.AI

JULY 11, 2023

Introduction to Large Language Models Image Source Course difficulty: Beginner-level Completion time: ~ 45 minutes Prerequisites: No What will AI enthusiasts learn? This course explores LLMs (Large Language Models) – AI models trained on large amounts of textual data.

Generative AI 189

Generative AI BERT Natural Language Processing Large Language Models 189

AWS Machine Learning Blog

OCTOBER 17, 2023

In this post, we describe how Amazon Pharmacy implemented its customer care agent assistant chatbot solution using AWS AI products, including foundation models in Amazon SageMaker JumpStart to accelerate its development. Agents use a separate internal customer care UI to ask questions to the LLM-based Q&A chatbot (Step 2).

LLM 101

LLM Chatbots Explainability Generative AI 101

ODSC - Open Data Science

AUGUST 29, 2023

Since OpenAI’s ChatGPT kicked down the door and brought large language models into the public imagination, being able to fully utilize these AI models has quickly become a much sought-after skill. With that said, companies are now realizing that to bring out the full potential of AI, prompt engineering is a must.

Prompt Engineer 98

Prompt Engineer Prompt Engineering Large Language Models Natural Language Processing 98

Marktechpost

JULY 4, 2023

For the unaware, ChatGPT is a large language model (LLM) trained by OpenAI to respond to different questions and generate information on an extensive range of topics. It can translate multiple languages, generate unique and creative user-specific content, summarize long text paragraphs, etc.

Prompt Engineer 108

Prompt Engineer Prompt Engineering Artificial Intelligence Artificial Intelligence 108

John Snow Labs

OCTOBER 19, 2023

As we delve into the inner workings of these AI marvels, you’ll soon discover that there’s a game-changer on the horizon that involves a simple yet revolutionary solution — synthetic data. Inspired by the groundbreaking, Simple synthetic data reduces sycophancy in large language models research by Google.

LLM 52

LLM NLP Large Language Models Categorization 52

John Snow Labs

JANUARY 29, 2024

John Snow Labs , the AI for healthcare company, has won the 2024 Global 100 Award for the Best Medical Application of Large Language Models (LLMs). For example, longtime partner Databricks leveraged the company’s healthcare-specific models to build a Retrieval Augmented Generation (RAG) LLM clinical chatbot.

Natural Language Processing 52

Natural Language Processing Chatbots Large Language Models NLP 52

ODSC - Open Data Science

FEBRUARY 16, 2024

EVENT — ODSC East 2024 In-Person and Virtual Conference April 23rd to 25th, 2024 Join us for a deep dive into the latest data science and AI trends, tools, and techniques, from LLMs to data analytics and from machine learning to responsible AI. REGISTER NOW Chatbots Bid farewell to robotic, scripted chatbots.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Large Language Models Chatbots 52

TheSequence

MAY 29, 2023

In this post Toloka showcases Human-in-the-Loop using StarCoder, a code LLM, as an example. They address PII risks by training a PII reduction model through crowdsourcing, employing strategies like task decomposition, clear instructions, and quality control. TB dataset of permissively licensed source code in 384 programming languages.

LLM 52

LLM Responsible AI Natural Language Processing Software Engineer 52

ODSC - Open Data Science

FEBRUARY 8, 2024

By the end of the session, you’ll be equipped with the foundational knowledge needed to train Deep Learning models following all of the latest best practices. NLP with GPT-4 and other LLMs: From Training to Deployment with Hugging Face and PyTorch Lightning Dr. Jon Krohn | Chief Data Scientist | Nebula.io

Large Language Models 52

Large Language Models Big Data Deep Learning Data Science 52

ODSC - Open Data Science

FEBRUARY 5, 2024

This milestone is highlighted by a staggering 82 million downloads of its Spark NLP library and a significant expansion in its NLP Lab offerings. In the company’s news release, they state that this positions the company at the vanguard of generative AI technology.

NLP 52

NLP Large Language Models Data Science Artificial Intelligence 52

ODSC - Open Data Science

DECEMBER 1, 2023

Work with Generative Artificial Intelligence (AI) Models in Azure Machine Learning The purpose of this course is to give you hands-on practice with Generative AI models. You’ll explore the use of generative artificial intelligence (AI) models for natural language processing (NLP) in Azure Machine Learning.

Data Science 52

Data Science DevOps Large Language Models Machine Learning 52

ODSC - Open Data Science

OCTOBER 3, 2023

If you’re unfamiliar, a prompt engineer is a specialist who can do everything from designing to fine-tuning prompts for AI models, thus making them more efficient and accurate in generating human-like text. This role is pivotal in harnessing the full potential of large language models. Get your pass today !

Prompt Engineer 97

Prompt Engineer Prompt Engineering Large Language Models AI Modeling 97

Heartbeat

FEBRUARY 29, 2024

After closely observing the software engineering landscape for 23 years and engaging in recent conversations with colleagues, I can’t help but feel that a specialized Large Language Model (LLM) is poised to power the following programming language revolution.

Software Engineer 52

Software Engineer Software Development LLM Large Language Models 52

John Snow Labs

APRIL 23, 2024

A strong preference for healthcare-specific models was a key criterion when evaluating large language models (LLMs). Requiring models to be tuned specifically for healthcare (4.03 Worse, a majority of GenAI projects have not yet been tested for any LLM requirements cited.

Generative AI 52

Generative AI Large Language Models Responsible AI Explainability 52

AWS Machine Learning Blog

MAY 13, 2024

In part 1 of this blog series, we discussed how a large language model (LLM) available on Amazon SageMaker JumpStart can be fine-tuned for the task of radiology report impression generation. This model is used for the clinical summarization tasks where we evaluate the few-shot and zero-shot prompting techniques.

Generative AI 99

Generative AI Prompt Engineer Prompt Engineering LLM 99

AWS Machine Learning Blog

JANUARY 4, 2024

One such area that is evolving is using natural language processing (NLP) to unlock new opportunities for accessing data through intuitive SQL queries. Instead of dealing with complex technical code, business users and data analysts can ask questions related to data and insights in plain language. gymnast_id = t2.

Prompt Engineer 113

Prompt Engineer Prompt Engineering Generative AI LLM 113

AWS Machine Learning Blog

MAY 22, 2024

Using machine learning (ML) and natural language processing (NLP) to automate product description generation has the potential to save manual effort and transform the way ecommerce platforms operate. BLIP-2 consists of three models: a CLIP-like image encoder, a Querying Transformer (Q-Former) and a large language model (LLM).

Generative AI 103

Generative AI Natural Language Processing Machine Learning Large Language Models 103

ODSC - Open Data Science

MARCH 3, 2023

Open Source Data Exploration Tools You Need to Know, GitHub Codespaces and Copilot, and Meta’s New LLM 11 Open Source Data Exploration Tools You Need to Know in 2023 In this article, we’re going to cover 11 data exploration tools that are specifically designed for exploration and analysis.

Data Scientist 52

Data Scientist Machine Learning Large Language Models Responsible AI 52

ODSC - Open Data Science

SEPTEMBER 20, 2023

Day 2 is also the first day of our revamped Ai X Business and Innovation Summit. You’ll also find another full day of hands-on training sessions and workshops on Responsible AI, MLOps, Generative AI, and more. However, it will be the first day of ODSC Keynotes and expert-led talks.

Large Language Models 52

Large Language Models Data Science Machine Learning Prompt Engineer 52