Heartbeat

FEBRUARY 22, 2024

Getting Started with PandasAI LLMs power PandasAI and support several large language models (LLMs), from OpenAI, Azure OpenAI, and Google PaLM to HuggingFace's Starcoder and Falcon models. We must use OpenAI LLM API Wrapper for this tutorial to power PandasAI's generative AI capabilities.

Artificial Intelligence 52

Artificial Intelligence Artificial Intelligence LLM OpenAI 52

ODSC - Open Data Science

AUGUST 24, 2023

5 Jobs That Will Use Prompt Engineering in 2023 Whether you’re looking for a new career or to enhance your current path, these jobs that use prompt engineering will become desirable in 2023 and beyond. In addition, we’ll discuss a variety of tools that form the modern LLM application development stack.

Prompt Engineer 52

Prompt Engineer Prompt Engineering Data Science Data Scientist 52

Heartbeat

JANUARY 19, 2024

As prompt engineering is fundamentally different from training machine learning models, Comet has released a new SDK tailored for this use case comet-llm. In this article you will learn how to log the YOLOPandas prompts with comet-llm, keep track of the number of tokens used in USD($), and log your metadata.

LLM 52

LLM Metadata Prompt Engineer Prompt Engineering 52

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 88

Large Language Models LLM Natural Language Processing Deep Learning 88

Unite.AI

OCTOBER 16, 2023

The underpinnings of LLMs like OpenAI's GPT-3 or its successor GPT-4 lie in deep learning, a subset of AI, which leverages neural networks with three or more layers. Through training, LLMs learn to predict the next word in a sequence, given the words that have come before.

Large Language Models 189

Large Language Models LLM Machine Learning DevOps 189

Towards AI

AUGUST 31, 2023

Part 1 — Understanding Prompt Engineering Techniques This member-only story is on us. Prompting techniques. If you still don’t know what prompting is, then you are probably living under a rock or probably just woke up from a comma. A good prompt can generate great results whereas a bad prompt can spoil the experience.

OpenAI 110

OpenAI Prompt Engineer Prompt Engineering LLM 110

deepsense.ai

JULY 30, 2023

The recent strides made in the field of machine learning have given us an array of powerful language models and algorithms. In this blog post we will discuss the importance of LLMOps principles and best practices, which will enable you to take your existing or new machine learning projects to the next level.

Large Language Models 92

Large Language Models LLM Machine Learning Automation 92

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. It wasn’t hard to do.

LLM 208

LLM Large Language Models Chatbots Artificial Intelligence 208

AI Weekly

AUGUST 31, 2023

Powered by appliedintelligence.live In the News 10 Great Colleges For Studying Artificial Intelligence Interest in AI is on the rise—here are 10 schools that offer undergraduate majors or minors in machine learning and AI. forbes.com Sponsor You’re Invited to Applied Intelligence Live! dailymail.co.uk dailymail.co.uk

Generative AI 197

Generative AI Robotics Artificial Intelligence Artificial Intelligence 197

Unite.AI

JULY 26, 2023

The secret sauce to ChatGPT's impressive performance and versatility lies in an art subtly nestled within its programming – prompt engineering. Google's announcement of Bard and Meta's Lamma 2 response to OpenAI's ChatGPT has significantly amplified the momentum of the AI race. What is Prompt Engineering?

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Prompt Engineer Prompt Engineering ChatGPT Large Language Models 246

ODSC - Open Data Science

AUGUST 21, 2023

Though some positions may require extensive training and understanding of fields such as math, NLP , machine learning principles, and more, others seem to only require a fundamental understanding of AI with a greater emphasis on creativity. Not bad for only three years of experience right? So the salary for this job?

Artificial Intelligence 98

Artificial Intelligence Artificial Intelligence Prompt Engineer Prompt Engineering 98

ODSC - Open Data Science

NOVEMBER 8, 2023

There’s a lot to learn for those looking to take a deeper dive into generative AI and actually develop those tools that others will use. LLM Basics First and foremost, you need to understand the basics of generative AI and LLMs, such as key terminology, uses, potential issues, and primary frameworks. Plan accordingly!

Generative AI 52

Generative AI Prompt Engineer Prompt Engineering LLM 52

TheSequence

JUNE 7, 2023

👤 Quick bio Tell us a bit about yourself: your background, current role, and how you got started in machine learning. We help developers build reliable applications on top of LLMs like GPT-4. 🛠 ML Work Humanloop is one of the emerging platforms in the LLM application development space.

LLM 72

LLM Machine Learning Generative AI Prompt Engineer 72

Mlearning.ai

MAY 20, 2023

BECOME a WRITER at MLearning.ai. From Dreams to Reality Mlearning.ai Submission Suggestions Azure Open AI Summarize Meeting notes. was originally published in MLearning.ai on Medium, where people are continuing the conversation by highlighting and responding to this story.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM OpenAI 52

Towards AI

MARCH 28, 2024

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. Learn AI Together Community section! All APIs are in OpenAI format. Good morning, AI enthusiasts!

Large Language Models 75

Large Language Models Prompt Engineer Prompt Engineering AI 75

AssemblyAI

MARCH 18, 2024

  In this article, you’ll learn more about building with LLMs and the top business use cases for Generative AI tools and applications.  Generative AI is a broad category of artificial intelligence that enables machines to create new content with guidance from machine learning models.

Generative AI 147

Generative AI Large Language Models AI AI 147

TheSequence

JANUARY 19, 2024

With LLMs, you start with a pre-trained model and can customize that same model for many different applications via a technique called " prompt engineering ". Prompt engineering is now one of the key skills in AI application development. LLMs change this.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Generative AI Large Language Models 59

Explosion

NOVEMBER 28, 2023

Throughout 2023, we have introduced support for Large Language Models (LLMs) through spacy-llm, added customizable task routing, expanded our QA features with inter-annotator agreement metrics, infused more interactivity into the UI, and shared several open-source Prodigy plug-ins with the community. For example, as of v1.14.0

Large Language Models 78

Large Language Models LLM Prompt Engineer Prompt Engineering 78

ODSC - Open Data Science

FEBRUARY 6, 2024

Check out some of the LLM-focused training sessions, workshops, and talks you’ll find at the conference. In this workshop, you will learn how to employ the ReAct technique to allow an LLM to determine where to find information to service different types of user queries, using LangChain to orchestrate the process.

Large Language Models 52

Large Language Models LLM Big Data NLP 52

Towards AI

SEPTEMBER 26, 2023

What happened this week in AI by Louie This week in AI, OpenAI again dominated the headlines as it announced the imminent rollout of new voice and image capabilities into ChatGPT. The LLM race is also continuing to heat up, with Amazon announcing significant investment into Anthropic AI.

Prompt Engineer 64

Prompt Engineer Prompt Engineering OpenAI LLM 64

ODSC - Open Data Science

DECEMBER 1, 2023

MLOps End-to-end Machine Learning Operations (MLOps) with Azure Machine Learning In this learning path, you’ll learn how to implement key concepts to build an end-to-end MLOps solution.

Data Science 52

Data Science DevOps Large Language Models Machine Learning 52

Unite.AI

OCTOBER 25, 2023

Large language models (LLMs) like OpenAI's GPT series have been trained on a diverse range of publicly accessible data, demonstrating remarkable capabilities in text generation, summarization, question answering, and planning. But the drawback for this is its reliance on the skill and expertise of the user in prompt engineering.

LLM 304

LLM OpenAI Prompt Engineer Prompt Engineering 304

ODSC - Open Data Science

OCTOBER 5, 2023

The Prompt Optimization Stack A lot goes into successful prompt engineering. However, with this thorough prompt optimization guide, you’ll know exactly how to perfect this new art. How Machine Learning Can Be Used to Cut Energy Bills Here’s how machine learning and AI are making power cheaper for companies and consumers.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering Artificial Intelligence 52

Heartbeat

JANUARY 26, 2024

I write about Machine Learning on Medium || Github || Kaggle || Linkedin. ? Create a Simple E-commerce Chatbot With OpenAI Why Memory Matters in Conversational Agents When users interact with chatbots, they often expect a level of continuity and understanding similar to human conversations. Follow “Nhi Yen” for future updates!

Metadata 52

Metadata LLM OpenAI Chatbots 52

Towards AI

FEBRUARY 15, 2023

But it is difficult to know how the ecosystem will play out and what capabilities and products will be built into the LLMs and owned by the likes of OpenAI, Microsoft, and Google and which will be performed by the surrounding startup ecosystem. Hottest News 1. This article explains why. […]

Large Language Models 88

Large Language Models Prompt Engineer Prompt Engineering AI Chatbots 88

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. Enterprise LLM platform Unstructured.io raised $25 million.

Prompt Engineer 52

Prompt Engineer Prompt Engineering LLM Robotics 52

Snorkel AI

OCTOBER 13, 2023

This reduces prompt engineering and delivers users an acceptable response in fewer attempts, thereby reducing costs. The cost benefits of fine-tuning OpenAI models come with caveats. OpenAI charges users to build customized model versions and also charges eight times as much per token for users to access customized models.

Prompt Engineer 64

Prompt Engineer Prompt Engineering Large Language Models OpenAI 64

AssemblyAI

SEPTEMBER 29, 2023

DALL-E 3 OpenAI has recently announced DALL-E 3, the successor to DALL-E 2. OpenAI's groundbreaking model DALL-E 2 hit the scene at the beginning of the month, setting a new bar for image generation and manipulation. We must therefore learn how to exploit the representation space to accomplish this task. Let's dive in!

Deep Learning 290

Deep Learning ChatGPT OpenAI Large Language Models 290

Snorkel AI

OCTOBER 13, 2023

This reduces prompt engineering and delivers users an acceptable response in fewer attempts, thereby reducing costs. The cost benefits of fine-tuning OpenAI models come with caveats. OpenAI charges users to build customized model versions and also charges eight times as much per token for users to access customized models.

Prompt Engineer 59

Prompt Engineer Prompt Engineering Large Language Models OpenAI 59

Heartbeat

AUGUST 2, 2023

Introduction to LLMs LLM in the sphere of AI Large language models (often abbreviated as LLMs) refer to a type of artificial intelligence (AI) model typically based on deep learning architectures known as transformers. They are usually trained on a massive amount of text data. So, let’s start with how it’s done.

Large Language Models 52

Large Language Models Prompt Engineer Prompt Engineering OpenAI 52

Heartbeat

OCTOBER 5, 2023

Unsurprisingly, Machine Learning (ML) has seen remarkable progress, revolutionizing industries and how we interact with technology. The emergence of Large Language Models (LLMs) like OpenAI's GPT , Meta's Llama , and Google's BERT has ushered in a new era in this field. ."

Large Language Models 52

Large Language Models DevOps Prompt Engineer Prompt Engineering 52

Mlearning.ai

JUNE 9, 2023

A Look at Emerging Technical Stacks and Enabling Technologies Challenges of building LLM-powered apps I want to survey building AI applications powered by large language models and related emerging technologies. However, there are 2 main challenges in building applications powered by LLMs: LLM has no memory or state.

Large Language Models 52

Large Language Models LLM OpenAI AI 52

Towards AI

OCTOBER 17, 2023

. – Louie Peters — Towards AI Co-founder and CEO This issue is brought to you thanks to AI Infrastructure Alliance: The AI Infrastructure Alliance just released a big technical guide to Agents, LLMs, and Smart Apps. Announcing Towards AI’s AI Tutor Last week, we released our LLM course. Get your free copy now! Hottest News 1.AI

LLM 52

LLM Chatbots AI AI 52

Towards AI

FEBRUARY 13, 2023

This success is leading to increased pressure on incumbent companies to integrate the latest LLM technology into their products. After its partnership with OpenAI, Microsoft is preparing to launch a version of its Bing search engine using ChatGPT, aiming to become more competitive with Google. It starts at $20 per month.

Prompt Engineer 89

Prompt Engineer Prompt Engineering OpenAI ChatGPT 89

Heartbeat

NOVEMBER 1, 2023

Generating, sharing, and reusing prompts in a reproducible manner can be achieved using a few key components. These include a text string or template that takes inputs and produces a prompt for the LLM, instructions to train the LLM, few-shot examples to enhance the model’s response, and a question to guide the language model.

LLM 52

LLM Prompt Engineer Prompt Engineering Data Scientist 52

Snorkel AI

JUNE 23, 2023

This presents a challenge, as high-quality labeled training data remains the primary blocker of machine learning projects—at least according to poll data collected from The Future of Data-Centric AI 2023 attendees. This practice adjusts the weights in the underlying model and yields more useful performance from LLMs.

Data Science 64

Data Science Large Language Models Data Scientist Categorization 64

Snorkel AI

JUNE 23, 2023

This presents a challenge, as high-quality labeled training data remains the primary blocker of machine learning projects—at least according to poll data collected from The Future of Data-Centric AI 2023 attendees. This practice adjusts the weights in the underlying model and yields more useful performance from LLMs.

Data Science 64

Data Science Large Language Models Data Scientist Categorization 64