ODSC - Open Data Science

JULY 31, 2023

With the explosion in user growth with AIs such as ChatGPT and Google’s Bard , prompt engineering is fast becoming better understood for its value. If you’re unfamiliar with the term, prompt engineering is a crucial technique for effectively utilizing text-based large language models (LLMs) like ChatGPT and Bard.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Data Science 52

AssemblyAI

MARCH 8, 2024

Join Us On Discord ⚡️LeMUR Docs Update Our LeMUR documentation received a significant update with a new focus on tutorials and prompt engineering guides. Additionally, we've introduced a dedicated prompt engineering guide with curated prompt examples to effectively utilize LeMUR.

LLM 147

LLM Neural Network Prompt Engineer Prompt Engineering 147

Analytics Vidhya

OCTOBER 9, 2023

They are powerful AI systems designed to generate human-like text and comprehend and respond to natural language inputs. Let’s embark on a journey to understand the intricacies of fine-tuning […] The post LLM Fine Tuning with PEFT Techniques appeared first on Analytics Vidhya.

LLM 198

LLM Large Language Models Natural Language Processing Prompt Engineer 198

Towards AI

FEBRUARY 9, 2023

This raises the importance of the question; how do we talk to models such as ChatGPT and how do we get the most out of them? This is prompt engineering. Stay tuned in our Learn AI Discord community or the Learn Prompting’s Discord community for full details and information about prizes and dates! What is Prompting?

Prompt Engineer 92

Prompt Engineer Prompt Engineering Large Language Models Machine Learning 92

AWS Machine Learning Blog

NOVEMBER 15, 2023

Prompt engineering has become an essential skill for anyone working with large language models (LLMs) to generate high-quality and relevant texts. Although text prompt engineering has been widely discussed, visual prompt engineering is an emerging field that requires attention.

Prompt Engineer 90

Prompt Engineer Prompt Engineering Computer Vision Machine Learning 90

Towards AI

FEBRUARY 9, 2023

This raises the importance of the question; how do we talk to models such as ChatGPT and how do we get the most out of them? This is prompt engineering. Stay tuned in our Learn AI Discord community or the Learn Prompting’s Discord community for full details and information about prizes and dates! What is Prompting?

Prompt Engineer 86

Prompt Engineer Prompt Engineering Large Language Models Machine Learning 86

AI Weekly

APRIL 25, 2024

Powered by rws.com In the News 80% of AI decision makers are worried about data privacy and security Organisations are hitting stumbling blocks in four key areas of AI implementation: Increasing trust, Integrating GenAI, Talent and skills, Predicting costs. Planning a GenAI or LLM project?

Robotics 226

Robotics LLM Prompt Engineer Prompt Engineering 226

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 98

Large Language Models LLM Natural Language Processing Deep Learning 98

AI Weekly

MAY 2, 2024

In the News Coalition of news publishers sue Microsoft and OpenAI A coalition of major news publishers has filed a lawsuit against Microsoft and OpenAI, accusing the tech giants of unlawfully using copyrighted articles to train their generative AI models without permission or payment. Planning a GenAI or LLM project?

OpenAI 147

OpenAI Natural Language Processing Robotics LLM 147

AWS Machine Learning Blog

APRIL 24, 2024

To increase training samples for better learning, we also used another LLM to generate feedback scores. We present the reinforcement learning process and the benchmarking results to demonstrate the LLM performance improvement. They can also provide a better answer to the question or comment on why the LLM response is not satisfactory.

LLM 109

LLM AI AI Generative AI 109

Marktechpost

MAY 3, 2024

Prompt Engineering for ChatGPT This course teaches how to effectively work with large language models, like ChatGPT, by applying prompt engineering. It covers leveraging prompt patterns to tap into powerful capabilities within these models.

ChatGPT 95

ChatGPT Prompt Engineer Prompt Engineering Large Language Models 95

Unite.AI

OCTOBER 19, 2023

While it has employed various versions of the GPT model, GPT-4 is its most recent iteration. GPT-4 is a type of LLM called an auto-regressive model which is based on the transformers model. How LLM generates output Once GPT-4 starts giving answers, it uses the words it has already created to make new ones.

Prompt Engineer 277

Prompt Engineer Prompt Engineering Large Language Models LLM 277

IBM Journey to AI blog

APRIL 24, 2024

Prompt injections are a type of attack where hackers disguise malicious content as benign user input and feed it to an LLM application. The hacker’s prompt is written to override the LLM’s system instructions, turning the app into the attacker’s tool. For example, the remoteli.io

LLM 230

LLM Large Language Models Chatbots Artificial Intelligence 230

Unite.AI

JULY 26, 2023

Since its launch, ChatGPT has been making waves in the AI sphere, attracting over 100 million users in record time. The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. This makes us all prompt engineers to a certain degree.

Prompt Engineer 246

Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

Unite.AI

AUGUST 1, 2023

OpenAI has been instrumental in developing revolutionary tools like the OpenAI Gym, designed for training reinforcement algorithms, and GPT-n models. The spotlight is also on DALL-E, an AI model that crafts images from textual inputs. 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

AI News

MARCH 7, 2024

Indeed, as Anthropic prompt engineer Alex Albert pointed out, during the testing phase of Claude 3 Opus, the most potent LLM (large language model) variant, the model exhibited signs of awareness that it was being evaluated. The company says it has also achieved ‘near human’ proficiency in various tasks.

OpenAI 253

OpenAI Prompt Engineer Prompt Engineering Large Language Models 253

Heartbeat

FEBRUARY 22, 2024

This article will dive into PandasAI, explore its capabilities, and how you can keep track of your model with Comet. Overview of PandasAI PandasAI is a powerful Python library that uses generative AI models to make Pandas conversational. These models are essential to give PandasAI its natural language query capabilities.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence LLM OpenAI 52

Towards AI

AUGUST 31, 2023

Last Updated on September 1, 2023 by Editorial Team Author(s): Vatsal Saglani Originally published on Towards AI. Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. A good prompt can generate great results whereas a bad prompt can spoil the experience.

OpenAI 108

OpenAI Prompt Engineer Prompt Engineering LLM 108

Towards AI

JANUARY 30, 2024

The 12 groups are as follows — Types of Models Common LLM Terms LLM Lifecycle Stages LLM Evaluations LLM Architecture Retrieval Augmented Generation (RAG) LLM Agents LMM Architecture Cost & Efficiency LLM Security Deployment & Inference A list of providers supporting LLMOps Like the generative AI space, this taxonomy is also evolving.

Generative AI 85

Generative AI LLM Prompt Engineer Prompt Engineering 85

TheSequence

JANUARY 19, 2024

You probably don’t need ML engineers In the last two years, the technical sophistication needed to build with AI has dropped dramatically. At the same time, the capabilities of AI models have grown. ML engineers used to be crucial to AI projects because you needed to train custom models from scratch.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Generative AI Large Language Models 59

IBM Journey to AI blog

SEPTEMBER 28, 2023

Building transparency into IBM-developed AI models To date, many available AI models lack information about data provenance, testing and safety or performance parameters. The latest open-source LLM model we added this month includes Meta’s 70 billion parameter model Llama 2-chat inside the watsonx.ai

Generative AI 236

Generative AI Large Language Models AI AI 236

Towards AI

SEPTEMBER 22, 2023

They were familiar with the processes of topic modeling and sentiment analysis; they knew all the libraries they used; and they felt like conductors in a symphony. However, with the advent of LLM, everything has changed. LLMs seem to rule them all, and interestingly, no one knows how LLMs work.

Prompt Engineer 57

Prompt Engineer Prompt Engineering LLM ML 57

ODSC - Open Data Science

SEPTEMBER 20, 2023

Adam Ross Nelson on Confident Data Science In this interview, we talk about what confident data science is, how data scientists can confidently and ethically use AI, and emerging fields like prompt engineering. and have endorsed the idea of government regulation of AI. Sale ends Thursday!

Generative AI 98

Generative AI Prompt Engineer Prompt Engineering Data Scientist 98

TheSequence

JUNE 7, 2023

Today, it seems to me, that the most exciting and challenging problems are in AI. 🛠 ML Work Humanloop is one of the emerging platforms in the LLM application development space. I’ve believed for a long time now that foundational AI models, like GPT-3/4, are the start of the next big computing platform.

LLM 72

LLM Machine Learning Generative AI Prompt Engineer 72

Towards AI

MARCH 28, 2024

Author(s): Towards AI Editorial Team Originally published on Towards AI. Good morning, AI enthusiasts! This week, I’m super excited to announce that we are finally releasing our book, ‘Building AI for Production; Enhancing LLM Abilities and Reliability with Fine-Tuning and RAG,’ where we gathered all our learnings.

Large Language Models 75

Large Language Models Prompt Engineer Prompt Engineering AI 75

Unite.AI

DECEMBER 13, 2023

Prompt tuning involves crafting and inputting a carefully designed text “prompt” into a Large Language Model (LLM). This prompt essentially guides the model's response, steering it toward the desired output style, tone, or content. Inputting the Prompt: The prompt is fed into the LLM.

LLM 253

LLM Chatbots Explainability Large Language Models 253

AI Weekly

AUGUST 31, 2023

zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2% forbes.com The AI Financial Crisis Theory Demystified Rather than focusing on whether the U.S. zdnet.com Nvidia’s stock closes at record after Google AI partnership Nvidia shares rose 4.2% dailymail.co.uk dailymail.co.uk

Generative AI 193

Generative AI Robotics Artificial Intelligence Artificial Intelligence 193

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

Viso.ai

FEBRUARY 21, 2024

For the end-user, these prompts are part of the LLM interface, which they use to interact with the model. In short, prompts are instructions in the form of natural text, images, or just data that help the model perform certain tasks. What is prompt engineering? What is Prompt Engineering?

Prompt Engineer 52

Prompt Engineer Prompt Engineering Computer Vision LLM 52

AssemblyAI

MARCH 18, 2024

Data augmentation: A technique using generative models that can create diverse and realistic variations of training data to help improve the robustness and generalization of machine learning models. What are Large Language Models (LLMs)?

Generative AI 147

Generative AI Large Language Models AI AI 147

TheSequence

JULY 16, 2023

Created Using Midjourney Next Week in The Sequence: Edge 309: Our series about foundation model techniques continues with a look at active prompting including an analysis of the original AP paper. We also look at the Microsoft Guidance framework for language model programming. H2OGPT and LLM Studio H2O.ai

LLM 98

LLM OpenAI Prompt Engineer Prompt Engineering 98

Unite.AI

DECEMBER 20, 2023

How is the data sourced to train the AI models? Eve uses the most advanced Generative AI models to power responses, including GPT-4, Anthropic’s Claude 2 and internal proprietary AI models. Outside of legal research we are working diligently to refine our models.

Prompt Engineer 130

Prompt Engineer Prompt Engineering AI Modeling Generative AI 130

ODSC - Open Data Science

SEPTEMBER 20, 2023

We’re in an age where generative AI models like ChatGPT, Midjourney, and Google’s Bard are pushing the boundaries of what machines can do with human operators. So it’s no surprise that the ability to fine-tune prompts effectively has become a valuable skill. Start with a clear and concise instruction or question in your prompt.

Generative AI 98

Generative AI Large Language Models Explainability LLM 98

AWS Machine Learning Blog

SEPTEMBER 1, 2023

In this post, we discuss how to operationalize generative AI applications using MLOps principles leading to foundation model operations (FMOps). Furthermore, we deep dive on the most common generative AI use case of text-to-text applications and LLM operations (LLMOps), a subset of FMOps.

Generative AI 103

Generative AI Prompt Engineer Prompt Engineering AI 103

TheSequence

JULY 23, 2023

Created Using Midjourney Next Week in The Sequence: Edge 311: Our series about foundation models continues with ReAct, a technique that combines reasoning and acting in LLMs. We review Google’s original ReAct paper and the Haystack framework for LLM-based search. TheSequence is a reader-supported publication.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Robotics 52

ODSC - Open Data Science

FEBRUARY 8, 2024

In this session, you’ll cover some of the essential topics in LLM development, including prompt engineering and fine-tuning, document embeddings, Retrieval-Augmented Generation (RAG), and LangChain and Transformers libraries.

Large Language Models 52

Large Language Models Big Data Deep Learning Data Science 52

ODSC - Open Data Science

JANUARY 4, 2024

Trending Data Engineering Topics, the Top AI News from 2023, and Mapping Out the Top Open-Source LLM Frameworks 10 Data Engineering Topics and Trends You Need to Know in 2024 Let’s dive in and explore 10 data engineering trends that are expected to shape the industry in 2024 and beyond.

Large Language Models 52

Large Language Models Data Science LLM Artificial Intelligence 52